diff --git a/.vs/Guardian/v17/.wsuo b/.vs/Guardian/v17/.wsuo new file mode 100644 index 000000000..da4e51d0e Binary files /dev/null and b/.vs/Guardian/v17/.wsuo differ diff --git a/.vs/Guardian/v17/DocumentLayout.json b/.vs/Guardian/v17/DocumentLayout.json new file mode 100644 index 000000000..423417acd --- /dev/null +++ b/.vs/Guardian/v17/DocumentLayout.json @@ -0,0 +1,12 @@ +{ + "Version": 1, + "WorkspaceRootPath": "C:\\Users\\HP\\OneDrive\\Pictures\\Documents\\GitHub\\Guardian\\", + "Documents": [], + "DocumentGroupContainers": [ + { + "Orientation": 0, + "VerticalTabListWidth": 256, + "DocumentGroups": [] + } + ] +} \ No newline at end of file diff --git a/.vs/Guardian/v17/workspaceFileList.bin b/.vs/Guardian/v17/workspaceFileList.bin new file mode 100644 index 000000000..62506db4a Binary files /dev/null and b/.vs/Guardian/v17/workspaceFileList.bin differ diff --git a/.vs/VSWorkspaceState.json b/.vs/VSWorkspaceState.json new file mode 100644 index 000000000..6b6114114 --- /dev/null +++ b/.vs/VSWorkspaceState.json @@ -0,0 +1,6 @@ +{ + "ExpandedNodes": [ + "" + ], + "PreviewInSolutionExplorer": false +} \ No newline at end of file diff --git a/.vs/slnx.sqlite b/.vs/slnx.sqlite new file mode 100644 index 000000000..58ede2c51 Binary files /dev/null and b/.vs/slnx.sqlite differ diff --git a/AI Guardian/emotional_tagging_and_alert_system/design_document.md b/AI Guardian/emotional_tagging_and_alert_system/design_document.md new file mode 100644 index 000000000..b85572b61 --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/design_document.md @@ -0,0 +1,270 @@ +# Project Guardian Monitor — Emotional Tagging & Alert System +## Capstone Prototype v1 — Design Document +**Deakin University / Gopher Industries** + +--- + +## 1. System Overview + +Guardian Monitor is an interpretable research prototype that takes a **synthetic nurse note + 6 hours of structured vitals** for a patient encounter and produces: + +- **Multi-label emotional/clinical tags** (calm, anxious, confused, agitated, pain concern, respiratory distress concern, improvement/stable) +- A **Low / Medium / High alert level** +- A **single short explanation** for the alert + +> ⚠️ This is a synthetic research prototype for capstone purposes only. It uses synthetic text grounded in MIMIC-IV demo structured data patterns and is not suitable for clinical use. + +--- + +## 2. Architecture + +``` +┌─────────────────────────────────────────────────────────────────┐ +│ TRIGGER: New nurse note │ +└───────────────┬──────────────────────────┬──────────────────────┘ + │ │ + ┌───────▼──────────┐ ┌──────────▼──────────┐ + │ TEXT PATHWAY │ │ VITALS PATHWAY │ + │ │ │ │ + │ 1. Clean text │ │ 1. 6-hr window │ + │ 2. TF-IDF │ │ 2. Stats features │ + │ (uni+bigram) │ │ (latest/mean/ │ + │ 3. OvR Logistic │ │ std/trend) │ + │ Regression │ │ 3. Clinical flags │ + │ 4. Threshold │ │ 4. Rule-based │ + │ tuning/tag │ │ scoring → │ + │ 5. Tag probs │ │ Low/Med/High │ + └───────┬──────────┘ └──────────┬──────────┘ + │ │ + │ Text concern score │ Vitals risk norm + │ (0..1, weighted) │ (0, 0.5, 1.0) + └──────────┬───────────────┘ + │ + ┌──────▼──────────────────────┐ + │ FUSION (equal-weight v1) │ + │ combined = 0.5*text │ + │ + 0.5*vitals_norm │ + │ │ + │ combined ≥ 0.32 → High │ + │ combined ≥ 0.10 → Medium │ + │ else → Low │ + └──────┬──────────────────────┘ + │ + ┌──────▼──────────────────────────────────┐ + │ DASHBOARD OUTPUT │ + │ • Alert: 🔴 High / 🟡 Medium / 🟢 Low │ + │ • Tag list │ + │ • One-line explanation │ + └─────────────────────────────────────────┘ +``` + +--- + +## 3. Data Foundation + +### 3.1 Synthetic Nurse Notes Dataset +- **553 synthetic notes** across **10 MIMIC-IV demo patient encounters** +- Generated from structured vitals/medication patterns (SpO2, PaO2, temperature, opioids) +- Multiple note variants per encounter: `baseline`, `resp_focus`, `pain_focus`, `confused_focus`, `agitated_focus`, `stable_focus` +- All notes are clearly synthetic and grounded in structured state patterns + +### 3.2 Synthetic Vitals Time Series +Generated per note from clinical-state-aware parameters: +- **12 readings over 6 hours** (every 30 minutes) +- Vitals: HR, RR, SBP, DBP, MAP, SpO2, Temperature, GCS +- Values seeded from CSV anchor measurements (spo2_latest, pao2_latest, temp_latest) +- Tag-aware modulation (e.g., respiratory distress → ↑RR, ↓SpO2; anxious → ↑HR, ↑RR) +- Trend-aware generation (improvement_stable → gradual normalisation) + +--- + +## 4. Tag Definitions (v1) + +| Tag | Clinical Meaning | +|-----|-----------------| +| `calm` | Patient settled, comfortable, cooperative, no acute distress | +| `anxious` | Anxious, nervous, worried, reassurance-seeking, on edge | +| `confused` | Disoriented, forgetful, requires reorientation, altered mental status | +| `agitated` | Agitated, combative, pulling at lines, highly restless | +| `pain_concern` | Reports pain, grimacing, guarding, appears uncomfortable | +| `respiratory_distress_concern` | Short of breath, laboured breathing, low SpO2/high RR presentation | +| `improvement_stable` | Improved, more settled, less distressed, stable | + +**Negation supported:** "denies anxiety", "no agitation", "not in distress" block corresponding tags. + +--- + +## 5. Text Model Pipeline + +### 5.1 Pre-processing +- Lowercase + punctuation removal (cleaned text) +- Tokenisation by whitespace +- Unigrams + bigrams (feature: `token1__token2`) +- TF-IDF with smooth IDF: `idf(t) = log((N+1)/(df(t)+1)) + 1` +- L2 row normalisation +- Vocabulary: min_df=2, max_features=5000 → **384 terms** on this corpus + +### 5.2 Classifier +- **One-vs-Rest binary Logistic Regression** (implemented from scratch with numpy) +- Mini-batch gradient descent (batch_size=64, lr=0.05, 600 iterations) +- L2 regularisation (C=1.0) +- **Balanced class weights** to handle label imbalance +- Separate **threshold tuning per tag** on validation set (grid search over 0.10–0.90) + +### 5.3 Tuned Thresholds (v1) + +| Tag | Threshold | +|-----|-----------| +| calm | 0.65 | +| anxious | 0.55 | +| confused | 0.60 | +| agitated | 0.50 | +| pain_concern | 0.40 | +| respiratory_distress_concern | 0.45 | +| improvement_stable | 0.65 | + +--- + +## 6. Vitals Risk Model + +### 6.1 Feature Set (67 features per note) +For each of HR, RR, SBP, DBP, MAP, SpO2, Temp, GCS: +- `{vital}_latest`, `{vital}_mean`, `{vital}_min`, `{vital}_max` +- `{vital}_std`, `{vital}_range`, `{vital}_trend` (last − first) + +Clinical flags: `tachycardia`, `bradycardia`, `hypotension`, `hypertension`, `fever`, `hypothermia`, `low_spo2`, `high_rr` + +Combination flags: `resp_combo` (low SpO2 + high RR), `hr_fever` (tachycardia + fever), `shock_pattern` (hypotension + tachycardia) + +### 6.2 Rule-Based Scoring +Condition-based scoring (not simple point totals): + +| Condition | Score | Clinical Rationale | +|-----------|-------|--------------------| +| SpO2 < 88% | +3 | Critical hypoxia | +| SpO2 88–91% | +2 | Significant hypoxia | +| SpO2 92–93% | +1 | Borderline | +| RR > 28 | +2 | Severe tachypnoea | +| RR 21–28 | +1 | Elevated | +| HR > 130 | +2 | Severe tachycardia | +| HR 101–130 | +1 | Tachycardia | +| SBP < 80 | +3 | Severe hypotension | +| SBP 80–89 | +2 | Hypotension | +| Temp > 39°C | +2 | High fever | +| GCS ≤ 8 | +3 | Severe reduced consciousness | +| GCS 9–12 | +2 | Moderate reduction | +| Respiratory combo (+2) | +2 | Low SpO2 AND high RR together | +| Shock pattern (+3) | +3 | Hypotension AND tachycardia together | + +**Risk levels:** High (score ≥ 6 or shock/severe hypotension), Medium (3–5), Low (< 3) + +--- + +## 7. Fusion Layer + +``` +text_concern_score = clip( + 0.50 × p(resp_distress) + 0.45 × p(agitated) + 0.30 × p(anxious) + + 0.30 × p(confused) + 0.25 × p(pain) - 0.20 × p(calm) - + 0.15 × p(improvement_stable), 0, 1 +) + +vitals_norm = vitals_risk_score / 2.0 # {Low:0, Medium:0.5, High:1.0} + +combined = 0.5 × text_concern + 0.5 × vitals_norm + +Alert: + High if vitals_risk == High (hard rule) + OR combined ≥ 0.32 + Medium if combined ≥ 0.10 + Low otherwise +``` + +### Design Rationale +- Equal-weight fusion (v1) treats text and vitals as equally informative +- Hard rule: critical vitals always escalate to High regardless of text signal +- Severity weights in text concern reflect clinical priority: respiratory distress > agitation > anxiety/confusion > pain + +--- + +## 8. Evaluation Results (Test Set, n=112) + +### 8.1 Per-Tag F1 (Text Model) + +| Tag | F1 | Precision | Recall | Support | +|-----|-----|-----------|--------|---------| +| calm | 0.914 | 0.842 | 1.000 | 16 | +| anxious | 0.935 | 0.878 | 1.000 | 36 | +| confused | 0.957 | 1.000 | 0.917 | 12 | +| agitated | 1.000 | 1.000 | 1.000 | 26 | +| pain_concern | 0.985 | 0.985 | 0.985 | 65 | +| respiratory_distress_concern | 0.960 | 0.923 | 1.000 | 24 | +| improvement_stable | 1.000 | 1.000 | 1.000 | 24 | +| **Macro F1** | **0.964** | | | | + +> Note: High F1 reflects that the synthetic notes were generated with consistent, predictable language patterns per tag — appropriate for a prototype to verify the pipeline works. Production performance on real notes would be lower. + +### 8.2 Alert-Level F1 + +| Alert Level | F1 | Precision | Recall | +|------------|-----|-----------|--------| +| Low | 0.773 | 0.630 | 1.000 | +| Medium | 0.703 | 0.963 | 0.553 | +| High | 0.887 | 0.810 | 0.979 | + +--- + +## 9. Output Schema + +### Prediction Output (per note) +```json +{ + "note_id": "SYN_0063", + "subject_id": 10014729, + "anchor_time": "2125-02-27T15:14:00", + "pred_tags": ["anxious", "respiratory_distress_concern"], + "text_concern": 0.89, + "vitals_risk": "Low", + "final_alert": "High", + "explanation": "High Alert — note: anxious, respiratory distress concern." +} +``` + +### Dashboard Card (compact display) +``` +┌────────────────────────────────────────────────────────┐ +│ Patient 10014729 │ Note SYN_0063 │ 🔴 HIGH ALERT │ +├────────────────────────────────────────────────────────┤ +│ Note: Looks nervous and remains on edge. FiO2 ~40% │ +│ Tags: anxious, respiratory_distress_concern │ +│ Vitals: Low risk │ Text concern: 0.89 │ +├────────────────────────────────────────────────────────┤ +│ High Alert — note: anxious, respiratory distress. │ +└────────────────────────────────────────────────────────┘ +``` + +--- + +## 10. Output Files + +| File | Description | +|------|-------------| +| `guardian_pipeline.py` | Complete runnable pipeline (Python, numpy/pandas only) | +| `synthetic_vitals_timeseries.csv` | 6,636 synthetic vital-sign readings (12 per note) | +| `predictions_all.csv` | Full predictions for all 553 notes | +| `predictions_test.csv` | Test-set predictions with true labels for evaluation | +| `evaluation_report.txt` | Per-tag F1 + alert-level F1 report | +| `example_dashboard_cards.txt` | Sample Low/Medium/High dashboard outputs | +| `pipeline_schema.json` | Complete data and prediction schema | + +--- + +## 11. Version 2 Roadmap + +1. **Real note data**: Replace synthetic notes with restricted MIMIC-IV clinical text (requires PhysioNet credentialing) +2. **Stronger text model**: Fine-tuned ClinicalBERT or BioBERT with the same OvR tag structure +3. **Random Forest vitals model**: Use scikit-learn RF on the 67 vitals features (requires pyarrow for MEDS data reading) +4. **Negation handling**: Add rule-based negation detection (negspacy or custom regex) +5. **Temporal fusion**: Replace equal-weight fusion with a trained meta-learner (LR or XGBoost on combined features) +6. **Confidence intervals**: Bootstrap confidence estimates for tag probabilities +7. **Multi-encounter context**: Track alert history across visits for the same patient diff --git a/AI Guardian/emotional_tagging_and_alert_system/evaluation_report.txt b/AI Guardian/emotional_tagging_and_alert_system/evaluation_report.txt new file mode 100644 index 000000000..2c74624cf --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/evaluation_report.txt @@ -0,0 +1,38 @@ +====================================================================== +PROJECT GUARDIAN MONITOR — EVALUATION REPORT +Generated: 2026-04-17 07:30:39 +====================================================================== + +Test set size: 112 samples + +TEXT MODEL — Per-tag F1 (test set) +-------------------------------------------------- +Tag F1 P R Support +-------------------------------------------------- +calm 0.914 0.842 1.000 16 +anxious 0.935 0.878 1.000 36 +confused 0.957 1.000 0.917 12 +agitated 1.000 1.000 1.000 26 +pain_concern 0.985 0.985 0.985 65 +respiratory_distress_concern 0.960 0.923 1.000 24 +improvement_stable 1.000 1.000 1.000 24 +-------------------------------------------------- +Macro F1 0.964 + +FINAL ALERT DISTRIBUTION (test set) +------------------------------ + Low : true=17 pred=27 + Medium : true=47 pred=27 + High : true=48 pred=58 + +ALERT-LEVEL F1 (per level, test set) +---------------------------------------- + Low : F1=0.773 P=0.630 R=1.000 + Medium : F1=0.703 P=0.963 R=0.553 + High : F1=0.887 P=0.810 R=0.979 + +VITALS RISK DISTRIBUTION (test set) +------------------------------ + vitals=Low true_alert=High: 48 + vitals=Low true_alert=Low: 17 + vitals=Low true_alert=Medium: 47 diff --git a/AI Guardian/emotional_tagging_and_alert_system/example_dashboard_cards.txt b/AI Guardian/emotional_tagging_and_alert_system/example_dashboard_cards.txt new file mode 100644 index 000000000..7d7a05100 --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/example_dashboard_cards.txt @@ -0,0 +1,32 @@ +PROJECT GUARDIAN MONITOR — EXAMPLE DASHBOARD CARDS +==================================================================== + +┌──────────────────────────────────────────────────────────────────┐ +│ Patient 10023771 │ Note: SYN_0390 │ 🟢 Low Alert │ +├──────────────────────────────────────────────────────────────────┤ +│ Note: Observed to be relaxed with no acute behavioral concern. │ +│ Tags: calm │ +│ Vitals: Low risk │ Text concern: 0.14 │ +├──────────────────────────────────────────────────────────────────┤ +│ Low Alert — calm; vitals stable. │ +└──────────────────────────────────────────────────────────────────┘ + +┌──────────────────────────────────────────────────────────────────┐ +│ Patient 10023771 │ Note: SYN_0402 │ 🟡 Medium Alert │ +├──────────────────────────────────────────────────────────────────┤ +│ Note: Patient complains of pain and remains uneasy. │ +│ Tags: pain_concern │ +│ Vitals: Low risk │ Text concern: 0.42 │ +├──────────────────────────────────────────────────────────────────┤ +│ Medium Alert — note: pain concern. │ +└──────────────────────────────────────────────────────────────────┘ + +┌──────────────────────────────────────────────────────────────────┐ +│ Patient 10014729 │ Note: SYN_0063 │ 🔴 High Alert │ +├──────────────────────────────────────────────────────────────────┤ +│ Note: Receiving increased oxygen support (FiO2 about 40%). Looks │ +│ Tags: anxious, respiratory_distress_concern │ +│ Vitals: Low risk │ Text concern: 0.89 │ +├──────────────────────────────────────────────────────────────────┤ +│ High Alert — note: anxious, respiratory distress concern. │ +└──────────────────────────────────────────────────────────────────┘ diff --git a/AI Guardian/emotional_tagging_and_alert_system/guardian_pipeline.py b/AI Guardian/emotional_tagging_and_alert_system/guardian_pipeline.py new file mode 100644 index 000000000..7d9b2d11c --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/guardian_pipeline.py @@ -0,0 +1,1139 @@ +""" +Project Guardian Monitor — Emotional Tagging and Alert System +Deakin University / Gopher Industries — Capstone Prototype + +Pipeline: + 1. Load synthetic nurse notes dataset + 2. Generate synthetic 6-hour vitals windows aligned to each note + 3. Engineer vitals features (stats + clinical flags) + 4. Train/Val/Test split + 5. Text model: TF-IDF (unigrams+bigrams) + One-vs-Rest Logistic Regression (numpy only) + 6. Vitals risk model: rule-based clinical scoring → Low/Medium/High + 7. Fusion layer: equal-weight text + vitals → final alert + 8. Evaluation: per-tag F1, macro F1, confusion tables + 9. Dashboard card examples + +""" + +import os, re, math, json, random +import numpy as np +import pandas as pd +from collections import Counter +from datetime import datetime + +SEED = 42 +np.random.seed(SEED) +random.seed(SEED) + +OUT_DIR = "/Users/tanvir/Desktop/unisem 4/sit782/emotional tagging" +os.makedirs(OUT_DIR, exist_ok=True) + +TAGS = ["calm", "anxious", "confused", "agitated", + "pain_concern", "respiratory_distress_concern", "improvement_stable"] + +CONCERNING_TAGS = ["anxious", "confused", "agitated", + "pain_concern", "respiratory_distress_concern"] + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 1: UTILITIES +# ───────────────────────────────────────────────────────────────────────────── + +def pao2_to_spo2_approx(pao2): + """Rough PaO2→SpO2 approximation for synthetic vitals generation.""" + if pd.isna(pao2) or pao2 <= 0: + return None + if pao2 < 27: return 50.0 + if pao2 < 40: return round(80 + (pao2 - 27) * (88 - 80) / 13, 1) + if pao2 < 60: return round(88 + (pao2 - 40) * (92 - 88) / 20, 1) + if pao2 < 80: return round(92 + (pao2 - 60) * (96 - 92) / 20, 1) + if pao2 < 100: return round(96 + (pao2 - 80) * (98 - 96) / 20, 1) + return min(99.0, round(98 + (pao2 - 100) * 0.005, 1)) + + +def clamp(value, lo, hi): + return max(lo, min(hi, value)) + + +def sigmoid(z): + return 1.0 / (1.0 + np.exp(-np.clip(z, -500, 500))) + + +def compute_f1(y_true, y_pred, zero_div=0.0): + tp = np.sum((y_true == 1) & (y_pred == 1)) + fp = np.sum((y_true == 0) & (y_pred == 1)) + fn = np.sum((y_true == 1) & (y_pred == 0)) + precision = tp / (tp + fp) if (tp + fp) > 0 else zero_div + recall = tp / (tp + fn) if (tp + fn) > 0 else zero_div + if precision + recall == 0: + return zero_div + return 2 * precision * recall / (precision + recall) + + +def compute_precision_recall(y_true, y_pred): + tp = np.sum((y_true == 1) & (y_pred == 1)) + fp = np.sum((y_true == 0) & (y_pred == 1)) + fn = np.sum((y_true == 1) & (y_pred == 0)) + precision = tp / (tp + fp) if (tp + fp) > 0 else 0.0 + recall = tp / (tp + fn) if (tp + fn) > 0 else 0.0 + return precision, recall + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 2: LOAD DATA +# ───────────────────────────────────────────────────────────────────────────── + +print("=" * 70) +print("PROJECT GUARDIAN MONITOR — PIPELINE v1") +print("=" * 70) +print() +print("[1/9] Loading synthetic nurse notes dataset ...") + +notes_path = "/Users/tanvir/Desktop/unisem 4/sit782/emotional tagging/synthetic_nurse_notes_dataset.csv" +df = pd.read_csv(notes_path) +df["anchor_time"] = pd.to_datetime(df["anchor_time"]) + +print(f" Loaded {len(df)} rows, {df['subject_id'].nunique()} unique subjects") +print(f" Columns: {list(df.columns)}") +print() + +# Tag distribution +print(" Tag distribution:") +for t in TAGS: + n = df[t].sum() + print(f" {t:<35} {n:4d} ({100*n/len(df):.1f}%)") +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 3: SYNTHETIC VITALS GENERATION +# ───────────────────────────────────────────────────────────────────────────── + +print("[2/9] Generating synthetic 6-hour vitals windows ...") + +# Each note gets 12 vital-sign readings (every 30 min over 6 hours). +# Readings are generated to be clinically consistent with the note's tags +# and any available SpO2 / temperature from the CSV. + +VITALS_COLS = ["HR", "RR", "SBP", "DBP", "MAP", "SpO2", "Temp", "GCS"] +N_READINGS = 12 # one per 30 min +MINUTES = list(range(-330, 30, 30)) # -330..0 relative to note time + + +def tag_vitals_params(row): + """ + Return (mean, std) targets per vital based on clinical state encoded + in the tags row. If multiple tags → blend worst-case signals. + """ + # Base normals + hr_m, hr_s = 78, 10 + rr_m, rr_s = 15, 2 + sbp_m, sbp_s = 120, 12 + dbp_m, dbp_s = 76, 8 + spo2_m, spo2_s = 97, 1.5 + temp_m, temp_s = 37.0, 0.3 + gcs_m, gcs_s = 15, 0 + + # Resolve SpO2 anchor from CSV columns + if not pd.isna(row.get("spo2_latest", np.nan)) and row["spo2_latest"] > 0: + spo2_m = clamp(float(row["spo2_latest"]), 70, 100) + spo2_s = 1.5 + elif not pd.isna(row.get("pao2_latest", np.nan)) and row["pao2_latest"] > 0: + est = pao2_to_spo2_approx(row["pao2_latest"]) + if est: + spo2_m = clamp(est, 70, 100) + spo2_s = 2.0 + + # Resolve temp anchor + if not pd.isna(row.get("temp_latest", np.nan)) and row["temp_latest"] > 0: + temp_m = clamp(float(row["temp_latest"]), 34, 41) + temp_s = 0.2 + + # Modulate by tags + if row.get("anxious", 0) == 1: + hr_m = max(hr_m, 90); hr_s = 12 + rr_m = max(rr_m, 17); rr_s = 3 + + if row.get("agitated", 0) == 1: + hr_m = max(hr_m, 95); hr_s = 14 + rr_m = max(rr_m, 18); rr_s = 3 + sbp_m = max(sbp_m, 128); sbp_s = 14 + + if row.get("pain_concern", 0) == 1: + hr_m = max(hr_m, 88); hr_s = 12 + rr_m = max(rr_m, 17); rr_s = 3 + sbp_m = max(sbp_m, 125); sbp_s = 13 + + if row.get("respiratory_distress_concern", 0) == 1: + rr_m = max(rr_m, 22); rr_s = 4 + hr_m = max(hr_m, 95); hr_s = 13 + spo2_m = min(spo2_m, 92); spo2_s = 2.5 + + if row.get("confused", 0) == 1: + gcs_m = 12; gcs_s = 2 + hr_m = max(hr_m, 82) + + if row.get("calm", 0) == 1 and sum(row[t] for t in CONCERNING_TAGS) == 0: + hr_m = 72; hr_s = 8 + rr_m = 14; rr_s = 2 + spo2_m = max(spo2_m, 96) + + if row.get("improvement_stable", 0) == 1: + # trend improving: anchor means slightly better, small std + hr_s = min(hr_s, 9) + rr_s = min(rr_s, 2) + + # Opioid medications → lower RR concern + if row.get("morphine_recent", 0) == 1 or row.get("hydromorphone_recent", 0) == 1 or \ + row.get("fentanyl_recent", 0) == 1: + rr_m = max(10, rr_m - 2) + + return { + "HR": (hr_m, hr_s), + "RR": (rr_m, rr_s), + "SBP": (sbp_m, sbp_s), + "DBP": (dbp_m, dbp_s), + "SpO2": (spo2_m, spo2_s), + "Temp": (temp_m, temp_s), + "GCS": (gcs_m, gcs_s), + } + + +def generate_vitals_window(row, rng): + """ + Generate N_READINGS synthetic vitals for a note row. + Returns a list of dicts, one per time point. + """ + params = tag_vitals_params(row) + anchor = row["anchor_time"] + note_id = row["note_id"] + subject = row["subject_id"] + records = [] + + # Pick random-walk direction for trending signals + # If improvement → trend toward normal; if deteriorating → trend away + trend_dir = 0.0 + if row.get("improvement_stable", 0) == 1: + trend_dir = -0.5 # gradual improvement (values closer to normal by end) + elif row.get("respiratory_distress_concern", 0) == 1: + trend_dir = 0.3 # slight worsening earlier in window + + for i, minute_offset in enumerate(MINUTES): + t = anchor + pd.Timedelta(minutes=minute_offset) + rec = {"note_id": note_id, "subject_id": subject, + "measurement_time": t, "minutes_before_note": -minute_offset} + + # The last reading (i=11) anchors to the note time + # Earlier readings drift slightly + frac = i / (N_READINGS - 1) # 0 (earliest) → 1 (latest) + + for vital in ["HR", "RR", "SBP", "DBP", "SpO2", "Temp", "GCS"]: + mu, sigma = params[vital] + # Add a small trend component + mu_adj = mu + trend_dir * (1 - frac) * sigma * 0.4 + val = rng.normal(mu_adj, sigma) + + # Clamp to physiologically plausible bounds + bounds = { + "HR": (30, 220), + "RR": (6, 60), + "SBP": (60, 220), + "DBP": (30, 130), + "SpO2": (70, 100), + "Temp": (34, 42), + "GCS": (3, 15), + } + lo, hi = bounds[vital] + val = clamp(round(val, 1), lo, hi) + if vital == "GCS": + val = int(round(val)) + rec[vital] = val + + # Derive MAP = DBP + (SBP-DBP)/3 + rec["MAP"] = round(rec["DBP"] + (rec["SBP"] - rec["DBP"]) / 3.0, 1) + records.append(rec) + + return records + + +rng = np.random.default_rng(SEED) +all_vitals = [] +for _, row in df.iterrows(): + records = generate_vitals_window(row, rng) + all_vitals.extend(records) + +vitals_df = pd.DataFrame(all_vitals) +vitals_df.to_csv(f"{OUT_DIR}/synthetic_vitals_timeseries.csv", index=False) + +print(f" Generated {len(vitals_df)} vitals readings for {len(df)} notes") +print(f" Vitals columns: {[c for c in vitals_df.columns if c not in ['note_id','subject_id','measurement_time']]}") +print(f" Saved → synthetic_vitals_timeseries.csv") +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 4: VITALS FEATURE ENGINEERING +# ───────────────────────────────────────────────────────────────────────────── + +print("[3/9] Engineering 6-hour vitals window features ...") + +VITAL_SIGNALS = ["HR", "RR", "SBP", "DBP", "MAP", "SpO2", "Temp", "GCS"] + + +def compute_vitals_features(group_df): + """ + Given all 12 readings for one note, compute per-vital summary statistics + and clinical flags. Returns a flat dict. + """ + feats = {} + + for v in VITAL_SIGNALS: + vals = group_df[v].dropna().values + if len(vals) == 0: + feats[f"{v}_latest"] = np.nan + feats[f"{v}_mean"] = np.nan + feats[f"{v}_min"] = np.nan + feats[f"{v}_max"] = np.nan + feats[f"{v}_std"] = np.nan + feats[f"{v}_range"] = np.nan + feats[f"{v}_trend"] = np.nan + else: + feats[f"{v}_latest"] = vals[-1] + feats[f"{v}_mean"] = round(np.mean(vals), 2) + feats[f"{v}_min"] = np.min(vals) + feats[f"{v}_max"] = np.max(vals) + feats[f"{v}_std"] = round(np.std(vals), 2) + feats[f"{v}_range"] = round(np.max(vals) - np.min(vals), 2) + # trend = last value minus first value (positive = worsening if high is bad) + feats[f"{v}_trend"] = round(float(vals[-1]) - float(vals[0]), 2) + + # ── Clinical flags ───────────────────────────────────────────────────── + hr_l = feats.get("HR_latest", 80) + rr_l = feats.get("RR_latest", 15) + sbp_l = feats.get("SBP_latest", 120) + dbp_l = feats.get("DBP_latest", 76) + spo2_l= feats.get("SpO2_latest",97) + temp_l= feats.get("Temp_latest",37) + hr_m = feats.get("HR_mean", 80) + + feats["flag_tachycardia"] = int(hr_l > 100) + feats["flag_bradycardia"] = int(hr_l < 60) + feats["flag_hypotension"] = int(sbp_l < 90) + feats["flag_hypertension"] = int(sbp_l > 140) + feats["flag_fever"] = int(temp_l > 38.0) + feats["flag_hypothermia"] = int(temp_l < 36.0) + feats["flag_low_spo2"] = int(spo2_l < 94) + feats["flag_high_rr"] = int(rr_l > 20) + + # ── Combination flags ────────────────────────────────────────────────── + feats["flag_resp_combo"] = int(feats["flag_low_spo2"] and feats["flag_high_rr"]) + feats["flag_hr_fever"] = int(feats["flag_tachycardia"] and feats["flag_fever"]) + feats["flag_shock_pattern"] = int(feats["flag_hypotension"] and feats["flag_tachycardia"]) + + return feats + + +# Group by note_id and compute features +feature_rows = [] +for note_id, grp in vitals_df.groupby("note_id"): + feats = compute_vitals_features(grp.sort_values("measurement_time")) + feats["note_id"] = note_id + feature_rows.append(feats) + +feat_df = pd.DataFrame(feature_rows) + +# Merge with original notes df +merged_df = df.merge(feat_df, on="note_id", how="left") + +print(f" Computed {len(feat_df.columns)-1} vitals features per note") +print(f" Merged feature matrix shape: {merged_df.shape}") +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 5: TRAIN / VAL / TEST SPLIT +# ───────────────────────────────────────────────────────────────────────────── + +print("[4/9] Creating train/validation/test split (60/20/20) ...") + +idx = np.arange(len(merged_df)) +np.random.shuffle(idx) + +n = len(idx) +n_tr = int(0.60 * n) +n_val = int(0.20 * n) + +tr_idx = idx[:n_tr] +val_idx = idx[n_tr: n_tr + n_val] +test_idx = idx[n_tr + n_val:] + +df_tr = merged_df.iloc[tr_idx].reset_index(drop=True) +df_val = merged_df.iloc[val_idx].reset_index(drop=True) +df_test = merged_df.iloc[test_idx].reset_index(drop=True) + +print(f" Train: {len(df_tr)} | Val: {len(df_val)} | Test: {len(df_test)}") +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 6: TEXT MODEL — TF-IDF + OvR LOGISTIC REGRESSION (numpy) +# ───────────────────────────────────────────────────────────────────────────── + +print("[5/9] Building text model (TF-IDF + OvR Logistic Regression) ...") + +# ── Text cleaning ────────────────────────────────────────────────────────── + +def clean_text(text): + text = str(text).lower() + text = re.sub(r"[^\w\s]", "", text) + return text + + +def tokenize(text, cleaned=True): + if cleaned: + text = clean_text(text) + return text.split() + + +def get_ngrams(tokens, n_max=2): + """Return unigrams + bigrams.""" + ngrams = list(tokens) + if n_max >= 2: + for i in range(len(tokens) - 1): + ngrams.append(f"{tokens[i]}__{tokens[i+1]}") + return ngrams + + +# ── Vocabulary builder ───────────────────────────────────────────────────── + +def build_vocab(texts, min_df=2, max_features=5000): + df_counts = Counter() + for text in texts: + tokens = get_ngrams(tokenize(text)) + for t in set(tokens): + df_counts[t] += 1 + vocab = {term: idx for idx, (term, _) in enumerate( + sorted([(t, c) for t, c in df_counts.items() if c >= min_df], + key=lambda x: -x[1])[:max_features] + )} + return vocab + + +# ── TF-IDF vectorizer ────────────────────────────────────────────────────── + +class TFIDFVectorizer: + def __init__(self, min_df=2, max_features=5000): + self.min_df = min_df + self.max_features = max_features + self.vocab = {} + self.idf = {} + + def fit(self, texts): + self.vocab = build_vocab(texts, self.min_df, self.max_features) + n = len(texts) + df_counts = Counter() + for text in texts: + tokens = set(get_ngrams(tokenize(text))) + for t in tokens: + if t in self.vocab: + df_counts[t] += 1 + for term, idx in self.vocab.items(): + df = df_counts.get(term, 0) + self.idf[term] = math.log((n + 1) / (df + 1)) + 1 # smooth IDF + return self + + def transform(self, texts): + X = np.zeros((len(texts), len(self.vocab)), dtype=np.float32) + for i, text in enumerate(texts): + tokens = get_ngrams(tokenize(text)) + n_tokens = len(tokens) if tokens else 1 + tf_counts = Counter(tokens) + for term, count in tf_counts.items(): + if term in self.vocab: + tf = count / n_tokens + X[i, self.vocab[term]] = tf * self.idf.get(term, 1.0) + # L2 normalise rows + norms = np.linalg.norm(X, axis=1, keepdims=True) + norms[norms == 0] = 1.0 + X = X / norms + return X + + def fit_transform(self, texts): + return self.fit(texts).transform(texts) + + +# ── Logistic Regression (numpy, binary) ─────────────────────────────────── + +class LogisticRegressionNP: + """ + Binary logistic regression trained with mini-batch gradient descent. + Supports balanced class weights for imbalanced data. + """ + + def __init__(self, lr=0.05, n_iter=600, C=1.0, batch_size=64, tol=1e-5): + self.lr = lr + self.n_iter = n_iter + self.C = C # inverse regularisation strength + self.batch_size = batch_size + self.tol = tol + self.w = None + self.b = 0.0 + + def _class_weights(self, y): + n_pos = y.sum() + n_neg = len(y) - n_pos + if n_pos == 0 or n_neg == 0: + return np.ones(len(y)) + w_pos = len(y) / (2 * n_pos) + w_neg = len(y) / (2 * n_neg) + return np.where(y == 1, w_pos, w_neg) + + def fit(self, X, y): + n, d = X.shape + self.w = np.zeros(d, dtype=np.float64) + self.b = 0.0 + weights = self._class_weights(y) + prev_loss = np.inf + + for epoch in range(self.n_iter): + perm = np.random.permutation(n) + epoch_loss = 0.0 + + for start in range(0, n, self.batch_size): + idx = perm[start: start + self.batch_size] + Xb = X[idx].astype(np.float64) + yb = y[idx] + wb = weights[idx] + m = len(idx) + + z = Xb @ self.w + self.b + pred = sigmoid(z) + err = (pred - yb) * wb # weighted error + + dw = (Xb.T @ err) / m + self.w / (self.C * n) + db = np.mean(err) + + self.w -= self.lr * dw + self.b -= self.lr * db + + # batch loss (weighted cross-entropy) + eps = 1e-9 + loss = -np.mean(wb * (yb * np.log(pred + eps) + + (1 - yb) * np.log(1 - pred + eps))) + epoch_loss += loss + + if abs(prev_loss - epoch_loss) < self.tol: + break + prev_loss = epoch_loss + + return self + + def predict_proba(self, X): + return sigmoid(X.astype(np.float64) @ self.w + self.b) + + def predict(self, X, threshold=0.5): + return (self.predict_proba(X) >= threshold).astype(int) + + +# ── One-vs-Rest wrapper ──────────────────────────────────────────────────── + +class OvRTextClassifier: + def __init__(self, tags, **lr_kwargs): + self.tags = tags + self.classifiers = {t: LogisticRegressionNP(**lr_kwargs) for t in tags} + self.thresholds = {t: 0.5 for t in tags} + + def fit(self, X, label_df): + for tag in self.tags: + y = label_df[tag].values + if y.sum() > 0: + self.classifiers[tag].fit(X, y) + return self + + def predict_proba_dict(self, X): + return {t: self.classifiers[t].predict_proba(X) for t in self.tags} + + def tune_thresholds(self, X, label_df): + """Grid-search threshold per tag on validation set to maximise F1.""" + probs = self.predict_proba_dict(X) + for tag in self.tags: + y_true = label_df[tag].values + if y_true.sum() == 0: + continue + best_t, best_f1 = 0.5, 0.0 + for t in np.arange(0.10, 0.91, 0.05): + f1 = compute_f1(y_true, (probs[tag] >= t).astype(int)) + if f1 > best_f1: + best_f1, best_t = f1, float(t) + self.thresholds[tag] = best_t + return self + + def predict(self, X): + probs = self.predict_proba_dict(X) + return {t: (probs[t] >= self.thresholds[t]).astype(int) for t in self.tags} + + +# ── Fit text model ────────────────────────────────────────────────────────── + +tfidf = TFIDFVectorizer(min_df=2, max_features=5000) +X_tr_text = tfidf.fit_transform(df_tr["synthetic_note"].tolist()) +X_val_text = tfidf.transform(df_val["synthetic_note"].tolist()) +X_test_text = tfidf.transform(df_test["synthetic_note"].tolist()) + +print(f" Vocabulary size: {len(tfidf.vocab)} terms (unigrams + bigrams)") + +text_model = OvRTextClassifier( + TAGS, + lr=0.05, n_iter=600, C=1.0, batch_size=64, tol=1e-6 +) +text_model.fit(X_tr_text, df_tr[TAGS]) +text_model.tune_thresholds(X_val_text, df_val[TAGS]) + +print(" Tuned thresholds:", {k: round(v, 2) for k, v in text_model.thresholds.items()}) +print() + + +# ── Per-tag evaluation on validation set ─────────────────────────────────── + +val_probs = text_model.predict_proba_dict(X_val_text) +val_preds = text_model.predict(X_val_text) + +print(" Validation text F1 per tag:") +for tag in TAGS: + y_true = df_val[tag].values + y_pred = val_preds[tag] + f1 = compute_f1(y_true, y_pred) + p, r = compute_precision_recall(y_true, y_pred) + print(f" {tag:<35} F1={f1:.3f} P={p:.3f} R={r:.3f} thr={text_model.thresholds[tag]:.2f}") + +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 7: VITALS RISK MODEL (RULE-BASED CLINICAL SCORING) +# ───────────────────────────────────────────────────────────────────────────── + +print("[6/9] Building rule-based vitals risk model ...") + +# Feature columns used by the vitals model +VITALS_FEAT_COLS = ( + [f"{v}_{s}" for v in VITAL_SIGNALS + for s in ["latest", "mean", "min", "max", "std", "range", "trend"]] + + ["flag_tachycardia", "flag_bradycardia", "flag_hypotension", "flag_hypertension", + "flag_fever", "flag_hypothermia", "flag_low_spo2", "flag_high_rr", + "flag_resp_combo", "flag_hr_fever", "flag_shock_pattern"] +) + +# Keep only columns that exist +VITALS_FEAT_COLS = [c for c in VITALS_FEAT_COLS if c in merged_df.columns] + + +def vitals_risk_score(row): + """ + Clinical rule-based scoring → Low / Medium / High risk. + + Priority rules (condition-based, not simple sums): + • Critical respiratory combo (low SpO2 + high RR) → major penalty + • Shock pattern (hypotension + tachycardia) → major penalty + • Sepsis concern (tachycardia + fever) → moderate penalty + • Individual flags → minor penalties + Returns (risk_label, score, flags_triggered) + """ + score = 0 + flags = [] + + resp_combo = row.get("flag_resp_combo", 0) + shock = row.get("flag_shock_pattern", 0) + tach = row.get("flag_tachycardia", 0) + fever = row.get("flag_fever", 0) + hr_fever = row.get("flag_hr_fever", 0) + low_spo2 = row.get("flag_low_spo2", 0) + high_rr = row.get("flag_high_rr", 0) + hypotension = row.get("flag_hypotension", 0) + bradycardia = row.get("flag_bradycardia", 0) + hypothermia = row.get("flag_hypothermia", 0) + hypertension= row.get("flag_hypertension", 0) + + spo2 = row.get("SpO2_latest", 97) + rr = row.get("RR_latest", 15) + hr = row.get("HR_latest", 75) + sbp = row.get("SBP_latest", 120) + gcs = row.get("GCS_latest", 15) + + # ── Severity grading for key vitals ──────────────────────────────── + # SpO2 severity + if not pd.isna(spo2): + if spo2 < 88: score += 3; flags.append("critical_low_SpO2") + elif spo2 < 92: score += 2; flags.append("low_SpO2") + elif spo2 < 94: score += 1; flags.append("borderline_SpO2") + + # RR severity + if not pd.isna(rr): + if rr > 28: score += 2; flags.append("severe_high_RR") + elif rr > 20: score += 1; flags.append("elevated_RR") + + # HR severity + if not pd.isna(hr): + if hr > 130: score += 2; flags.append("severe_tachycardia") + elif hr > 100: score += 1; flags.append("tachycardia") + elif hr < 50: score += 2; flags.append("bradycardia") + elif hr < 60: score += 1; flags.append("low_HR") + + # SBP severity + if not pd.isna(sbp): + if sbp < 80: score += 3; flags.append("severe_hypotension") + elif sbp < 90: score += 2; flags.append("hypotension") + + # Temperature + if not pd.isna(row.get("Temp_latest", np.nan)): + temp = row["Temp_latest"] + if temp > 39.0: score += 2; flags.append("high_fever") + elif temp > 38.0: score += 1; flags.append("fever") + elif temp < 35.5: score += 2; flags.append("hypothermia") + + # GCS + if not pd.isna(gcs): + if gcs <= 8: score += 3; flags.append("severe_reduced_GCS") + elif gcs <= 12: score += 2; flags.append("reduced_GCS") + elif gcs <= 14: score += 1; flags.append("mild_altered_GCS") + + # ── Combination bonuses ───────────────────────────────────────────── + if resp_combo: + score += 2; flags.append("respiratory_combo") + if shock: + score += 3; flags.append("shock_pattern") + if hr_fever: + score += 1; flags.append("hr_fever_combo") + + # ── Determine label ───────────────────────────────────────────────── + if score >= 6 or "shock_pattern" in flags or "severe_hypotension" in flags: + label = "High" + elif score >= 3: + label = "Medium" + else: + label = "Low" + + return label, score, flags + + +# Apply to all rows +vitals_risk_results = merged_df.apply( + lambda row: pd.Series(vitals_risk_score(row), + index=["vitals_risk", "vitals_score", "vitals_flags"]), + axis=1 +) +merged_df = pd.concat([merged_df, vitals_risk_results], axis=1) + +# Distribution check +dist = Counter(merged_df["vitals_risk"]) +print(" Vitals risk distribution:", dict(dist)) +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 8: FUSION LAYER +# ───────────────────────────────────────────────────────────────────────────── + +print("[7/9] Building fusion layer and alert generator ...") + +VITALS_RISK_MAP = {"Low": 0, "Medium": 1, "High": 2} +ALERT_LABELS = ["Low", "Medium", "High"] + + +def compute_text_concern_score(probs_dict): + """ + Summarise the tag probability vector into a 0..1 concern score. + Severity weights are calibrated so that: + • Single serious tag (resp/agitated, prob≈0.9) → score ~0.40-0.45 + • Single mild tag (pain, prob≈0.9) → score ~0.22 + • Multiple concerning tags → score ~0.6-1.0 + • Calm/stable alone → score ~0 (capped at 0) + """ + weights = { + "respiratory_distress_concern": 0.50, # most clinically severe + "agitated": 0.45, + "anxious": 0.30, + "confused": 0.30, + "pain_concern": 0.25, + "calm": -0.20, + "improvement_stable": -0.15, + } + score = 0.0 + for tag, w in weights.items(): + if tag in probs_dict: + score += w * float(probs_dict[tag]) + return float(np.clip(score, 0.0, 1.0)) + + +def fuse_and_alert(text_concern, vitals_risk_label): + """ + Equal-weight fusion of text concern score (0..1) and vitals risk level. + Returns final alert string: 'Low', 'Medium', or 'High'. + + Calibrated thresholds (v1): + combined = 0.5 * text_concern + 0.5 * vitals_norm + • combined >= 0.35 → High + • combined >= 0.12 → Medium + • else → Low + + With Low vitals (norm=0): text_concern drives alert; max possible + combined is ~0.25 → at most Medium (appropriate: stable vitals cap severity). + With High vitals (norm=1.0): combined >= 0.5 always → always High. + """ + vitals_norm = VITALS_RISK_MAP[vitals_risk_label] / 2.0 + combined = 0.5 * text_concern + 0.5 * vitals_norm + + # Hard rule overrides + if vitals_risk_label == "High": # critical vitals → always at least High + return "High" + if vitals_risk_label == "Medium" and text_concern < 0.05: + return "Medium" # mild text + medium vitals → Medium + + # Calibrated thresholds: + # Low vitals (norm=0): combined = 0.5*text_concern + # → text_concern >= 0.64 needed for High (resp+anxious combo, prob~0.9 → 0.72) + # → text_concern >= 0.20 needed for Medium (pain or anxious alone, prob~0.9 → 0.225-0.27) + # Medium vitals (norm=0.5): combined = 0.5*text + 0.25 → much easier to reach High + # High vitals (norm=1.0): already returned "High" above + + if combined >= 0.32: + return "High" + elif combined >= 0.10: + return "Medium" + else: + return "Low" + + +def generate_explanation(alert_level, predicted_tags, vitals_risk, vitals_flags, text_concern): + """Return a single-sentence dashboard explanation.""" + concerning = [t.replace("_", " ") for t in predicted_tags + if t in CONCERNING_TAGS] + positive = [t.replace("_", " ") for t in predicted_tags + if t in ("calm", "improvement_stable")] + + vitals_desc = [f.replace("_", " ") for f in vitals_flags[:3]] # top 3 flags + + if alert_level == "Low": + if positive: + return f"Low Alert — {', '.join(positive)}; vitals stable." + return "Low Alert — no significant indicators detected." + + parts = [] + if concerning: + parts.append(f"note: {', '.join(concerning)}") + if vitals_desc: + parts.append(f"vitals: {', '.join(vitals_desc)}") + if not parts: + parts.append("borderline indicators") + + return f"{alert_level} Alert — {'; '.join(parts)}." + + +# ── Run inference on all rows ─────────────────────────────────────────────── + +def run_inference(subset_df, X_text): + probs_all = text_model.predict_proba_dict(X_text) + preds_all = text_model.predict(X_text) + + rows = [] + for i in range(len(subset_df)): + row = subset_df.iloc[i] + note_id = row["note_id"] + + # Per-sample probability dict + probs_i = {t: float(probs_all[t][i]) for t in TAGS} + + # Predicted tags + pred_tags = [t for t in TAGS if preds_all[t][i] == 1] + + # Text concern score + text_concern = compute_text_concern_score(probs_i) + + # Vitals risk (pre-computed in merged_df) + vitals_risk = row.get("vitals_risk", "Low") + vitals_flags = row.get("vitals_flags", []) + if isinstance(vitals_flags, str): + vitals_flags = eval(vitals_flags) + + # Fused alert + alert = fuse_and_alert(text_concern, vitals_risk) + + # Explanation + explanation = generate_explanation( + alert, pred_tags, vitals_risk, vitals_flags, text_concern) + + out = { + "note_id": note_id, + "subject_id": row["subject_id"], + "anchor_time": row["anchor_time"], + "synthetic_note": row["synthetic_note"], + "true_tags": [t for t in TAGS if row[t] == 1], + "pred_tags": pred_tags, + "text_concern": round(text_concern, 3), + "vitals_risk": vitals_risk, + "final_alert": alert, + "explanation": explanation, + } + for t in TAGS: + out[f"prob_{t}"] = round(probs_i[t], 4) + out[f"true_{t}"] = int(row[t]) + out[f"pred_{t}"] = int(preds_all[t][i]) + rows.append(out) + + return pd.DataFrame(rows) + + +# Rebuild X_text for each split using full merged_df indices +tr_idx_sorted = df_tr.index.tolist() +val_idx_sorted = df_val.index.tolist() +test_idx_sorted = df_test.index.tolist() + +results_tr = run_inference(df_tr, X_tr_text) +results_val = run_inference(df_val, X_val_text) +results_test = run_inference(df_test, X_test_text) + +results_all = pd.concat([results_tr, results_val, results_test], ignore_index=True) +results_all.to_csv(f"{OUT_DIR}/predictions_all.csv", index=False) +results_test.to_csv(f"{OUT_DIR}/predictions_test.csv", index=False) + +print(f" Predictions generated for all {len(results_all)} rows") +print(f" Alert distribution (test): {dict(Counter(results_test['final_alert']))}") +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 9: EVALUATION +# ───────────────────────────────────────────────────────────────────────────── + +print("[8/9] Evaluating full pipeline on test set ...") +print() + +report_lines = [] +report_lines.append("=" * 70) +report_lines.append("PROJECT GUARDIAN MONITOR — EVALUATION REPORT") +report_lines.append(f"Generated: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") +report_lines.append("=" * 70) +report_lines.append("") +report_lines.append(f"Test set size: {len(results_test)} samples") +report_lines.append("") + +# ── Per-tag F1 on test set ───────────────────────────────────────────────── +report_lines.append("TEXT MODEL — Per-tag F1 (test set)") +report_lines.append("-" * 50) +report_lines.append(f"{'Tag':<35} {'F1':>6} {'P':>6} {'R':>6} {'Support':>7}") +report_lines.append("-" * 50) + +f1_scores = [] +for tag in TAGS: + y_true = results_test[f"true_{tag}"].values + y_pred = results_test[f"pred_{tag}"].values + f1 = compute_f1(y_true, y_pred) + p, r = compute_precision_recall(y_true, y_pred) + sup = y_true.sum() + f1_scores.append(f1) + line = f"{tag:<35} {f1:>6.3f} {p:>6.3f} {r:>6.3f} {sup:>7}" + report_lines.append(line) + print(f" {line}") + +macro_f1 = np.mean(f1_scores) +report_lines.append("-" * 50) +report_lines.append(f"{'Macro F1':<35} {macro_f1:>6.3f}") +print(f" {'Macro F1':<35} {macro_f1:>6.3f}") +print() +report_lines.append("") + +# ── Alert level evaluation (treating High as most critical) ──────────────── +report_lines.append("FINAL ALERT DISTRIBUTION (test set)") +report_lines.append("-" * 30) + +# Ground-truth alert: based on true tags +def ground_truth_alert(row_result): + """ + Heuristic ground-truth alert from true tags + vitals risk. + Maps directly to the same alert logic as fuse_and_alert for consistent evaluation. + + High: respiratory_distress_concern OR agitated OR vitals High + Medium: anxious OR confused OR pain_concern OR vitals Medium + Low: otherwise (calm/improvement/stable or no tags, Low vitals) + """ + true_tags = row_result["true_tags"] + if isinstance(true_tags, str): + true_tags = eval(true_tags) + vr = row_result["vitals_risk"] + + has_resp = "respiratory_distress_concern" in true_tags + has_agit = "agitated" in true_tags + has_anx = "anxious" in true_tags + has_conf = "confused" in true_tags + has_pain = "pain_concern" in true_tags + + if vr == "High" or has_resp or has_agit: + return "High" + if vr == "Medium" or has_anx or has_conf or has_pain: + return "Medium" + return "Low" + +results_test["true_alert"] = results_test.apply(ground_truth_alert, axis=1) + +alert_dist_true = Counter(results_test["true_alert"]) +alert_dist_pred = Counter(results_test["final_alert"]) +for lv in ["Low", "Medium", "High"]: + report_lines.append(f" {lv:<8}: true={alert_dist_true.get(lv,0)} pred={alert_dist_pred.get(lv,0)}") + print(f" {lv:<8}: true={alert_dist_true.get(lv,0)} pred={alert_dist_pred.get(lv,0)}") + +print() +report_lines.append("") + +# ── Alert F1 ─────────────────────────────────────────────────────────────── +report_lines.append("ALERT-LEVEL F1 (per level, test set)") +report_lines.append("-" * 40) + +for lv in ["Low", "Medium", "High"]: + y_t = (results_test["true_alert"] == lv).astype(int).values + y_p = (results_test["final_alert"] == lv).astype(int).values + f1 = compute_f1(y_t, y_p) + p, r = compute_precision_recall(y_t, y_p) + line = f" {lv:<8}: F1={f1:.3f} P={p:.3f} R={r:.3f}" + report_lines.append(line) + print(f" {line}") + +print() +report_lines.append("") + +# ── Vitals risk distribution by true alert ───────────────────────────────── +report_lines.append("VITALS RISK DISTRIBUTION (test set)") +report_lines.append("-" * 30) +vr_dist = Counter(zip(results_test["vitals_risk"], results_test["true_alert"])) +for (vr, al), cnt in sorted(vr_dist.items()): + report_lines.append(f" vitals={vr:<7} true_alert={al}: {cnt}") + +report_lines.append("") + +# ── Save report ──────────────────────────────────────────────────────────── +report_text = "\n".join(report_lines) +with open(f"{OUT_DIR}/evaluation_report.txt", "w") as f: + f.write(report_text) +print(f" Evaluation report saved → evaluation_report.txt") +print() + + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 10: EXAMPLE DASHBOARD CARDS +# ───────────────────────────────────────────────────────────────────────────── + +print("[9/9] Generating example dashboard cards ...") + +def format_dashboard_card(row): + pred_tags = row["pred_tags"] + if isinstance(pred_tags, str): + pred_tags = eval(pred_tags) + true_tags = row["true_tags"] + if isinstance(true_tags, str): + true_tags = eval(true_tags) + + tag_str = ", ".join(pred_tags) if pred_tags else "(no tags)" + alert = row["final_alert"] + alert_emoji = {"Low": "🟢", "Medium": "🟡", "High": "🔴"}.get(alert, "⚪") + + lines = [ + "┌" + "─" * 66 + "┐", + f"│ Patient {str(row['subject_id']):<12} │ Note: {str(row['note_id']):<12} │ {alert_emoji} {alert} Alert{' ' * (12 - len(alert))}│", + "├" + "─" * 66 + "┤", + f"│ Note: {str(row['synthetic_note'])[:58]:<58} │", + f"│ Tags: {tag_str[:58]:<58} │", + f"│ Vitals: {str(row['vitals_risk']):<10} risk │ Text concern: {row['text_concern']:.2f}{'':>17}│", + "├" + "─" * 66 + "┤", + f"│ {str(row['explanation'])[:64]:<64} │", + "└" + "─" * 66 + "┘", + ] + return "\n".join(lines) + + +# Select one Low, Medium, High example from test set +card_examples = [] +for lv in ["Low", "Medium", "High"]: + subset = results_test[results_test["final_alert"] == lv] + if len(subset) > 0: + card_examples.append(subset.sample(1, random_state=SEED).iloc[0]) + +card_text_lines = ["PROJECT GUARDIAN MONITOR — EXAMPLE DASHBOARD CARDS", + "=" * 68, ""] +for ex in card_examples: + card_text_lines.append(format_dashboard_card(ex)) + card_text_lines.append("") + +card_text = "\n".join(card_text_lines) +print(card_text) + +with open(f"{OUT_DIR}/example_dashboard_cards.txt", "w") as f: + f.write(card_text) + +print() + +# ───────────────────────────────────────────────────────────────────────────── +# SECTION 11: SCHEMA SUMMARY + OUTPUT MANIFEST +# ───────────────────────────────────────────────────────────────────────────── + +schema = { + "synthetic_note_schema": { + "note_id": "str — unique note identifier (SYN_XXXX)", + "subject_id": "int — MIMIC-IV demo patient ID", + "anchor_time": "datetime — note timestamp (synthetic, aligned to MIMIC-IV demo)", + "variant": "str — note generation variant (baseline/resp_focus/pain_focus/etc.)", + "synthetic_note": "str — free-text synthetic nurse note", + "tags": "str — comma-separated ground-truth tag labels", + "calm/anxious/.../improvement_stable": "int (0/1) — binary label per tag", + "spo2_latest/pao2_latest/temp_latest/...": "float — anchoring vital measurements", + "morphine_recent/...": "int (0/1) — recent medication flags", + }, + "vitals_features_schema": { + f"{v}_{s}": f"float — {s} of {v} over previous 6 hours" + for v in VITAL_SIGNALS for s in ["latest", "mean", "min", "max", "std", "range", "trend"] + }, + "prediction_output_schema": { + "note_id": "str", + "subject_id": "int", + "anchor_time": "datetime", + "pred_tags": "list[str] — predicted multi-label tags", + "text_concern": "float — 0..1 text concern score", + "vitals_risk": "str — Low/Medium/High vitals risk", + "final_alert": "str — Low/Medium/High fused alert level", + "explanation": "str — single-sentence dashboard explanation", + }, + "tags_definition": {t: "binary label (0=absent, 1=present)" for t in TAGS}, + "alert_levels": { + "Low": "No significant concern; calm/stable presentation", + "Medium": "One or more concerning indicators; monitor closely", + "High": "Multiple or severe indicators; escalation recommended", + }, + "vitals_risk_rules": { + "High": "score ≥ 6 OR shock pattern OR severe hypotension", + "Medium": "score 3-5", + "Low": "score < 3", + }, +} + +with open(f"{OUT_DIR}/pipeline_schema.json", "w") as f: + json.dump(schema, f, indent=2) + +print("=" * 70) +print("PIPELINE COMPLETE — Output files saved:") +print(f" {OUT_DIR}/") +for fn in [ + "synthetic_vitals_timeseries.csv", + "predictions_all.csv", + "predictions_test.csv", + "evaluation_report.txt", + "example_dashboard_cards.txt", + "pipeline_schema.json", +]: + fpath = f"{OUT_DIR}/{fn}" + size = os.path.getsize(fpath) if os.path.exists(fpath) else 0 + print(f" ✓ {fn} ({size:,} bytes)") + +print() +print(f" Text model vocabulary: {len(tfidf.vocab)} terms") +print(f" Tuned thresholds: {text_model.thresholds}") +print(f" Macro F1 (test, text): {macro_f1:.3f}") +print() +print("Prototype ready for capstone demo.") +print("=" * 70) diff --git a/AI Guardian/emotional_tagging_and_alert_system/pipeline_schema.json b/AI Guardian/emotional_tagging_and_alert_system/pipeline_schema.json new file mode 100644 index 000000000..a5435e63f --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/pipeline_schema.json @@ -0,0 +1,100 @@ +{ + "synthetic_note_schema": { + "note_id": "str \u2014 unique note identifier (SYN_XXXX)", + "subject_id": "int \u2014 MIMIC-IV demo patient ID", + "anchor_time": "datetime \u2014 note timestamp (synthetic, aligned to MIMIC-IV demo)", + "variant": "str \u2014 note generation variant (baseline/resp_focus/pain_focus/etc.)", + "synthetic_note": "str \u2014 free-text synthetic nurse note", + "tags": "str \u2014 comma-separated ground-truth tag labels", + "calm/anxious/.../improvement_stable": "int (0/1) \u2014 binary label per tag", + "spo2_latest/pao2_latest/temp_latest/...": "float \u2014 anchoring vital measurements", + "morphine_recent/...": "int (0/1) \u2014 recent medication flags" + }, + "vitals_features_schema": { + "HR_latest": "float \u2014 latest of HR over previous 6 hours", + "HR_mean": "float \u2014 mean of HR over previous 6 hours", + "HR_min": "float \u2014 min of HR over previous 6 hours", + "HR_max": "float \u2014 max of HR over previous 6 hours", + "HR_std": "float \u2014 std of HR over previous 6 hours", + "HR_range": "float \u2014 range of HR over previous 6 hours", + "HR_trend": "float \u2014 trend of HR over previous 6 hours", + "RR_latest": "float \u2014 latest of RR over previous 6 hours", + "RR_mean": "float \u2014 mean of RR over previous 6 hours", + "RR_min": "float \u2014 min of RR over previous 6 hours", + "RR_max": "float \u2014 max of RR over previous 6 hours", + "RR_std": "float \u2014 std of RR over previous 6 hours", + "RR_range": "float \u2014 range of RR over previous 6 hours", + "RR_trend": "float \u2014 trend of RR over previous 6 hours", + "SBP_latest": "float \u2014 latest of SBP over previous 6 hours", + "SBP_mean": "float \u2014 mean of SBP over previous 6 hours", + "SBP_min": "float \u2014 min of SBP over previous 6 hours", + "SBP_max": "float \u2014 max of SBP over previous 6 hours", + "SBP_std": "float \u2014 std of SBP over previous 6 hours", + "SBP_range": "float \u2014 range of SBP over previous 6 hours", + "SBP_trend": "float \u2014 trend of SBP over previous 6 hours", + "DBP_latest": "float \u2014 latest of DBP over previous 6 hours", + "DBP_mean": "float \u2014 mean of DBP over previous 6 hours", + "DBP_min": "float \u2014 min of DBP over previous 6 hours", + "DBP_max": "float \u2014 max of DBP over previous 6 hours", + "DBP_std": "float \u2014 std of DBP over previous 6 hours", + "DBP_range": "float \u2014 range of DBP over previous 6 hours", + "DBP_trend": "float \u2014 trend of DBP over previous 6 hours", + "MAP_latest": "float \u2014 latest of MAP over previous 6 hours", + "MAP_mean": "float \u2014 mean of MAP over previous 6 hours", + "MAP_min": "float \u2014 min of MAP over previous 6 hours", + "MAP_max": "float \u2014 max of MAP over previous 6 hours", + "MAP_std": "float \u2014 std of MAP over previous 6 hours", + "MAP_range": "float \u2014 range of MAP over previous 6 hours", + "MAP_trend": "float \u2014 trend of MAP over previous 6 hours", + "SpO2_latest": "float \u2014 latest of SpO2 over previous 6 hours", + "SpO2_mean": "float \u2014 mean of SpO2 over previous 6 hours", + "SpO2_min": "float \u2014 min of SpO2 over previous 6 hours", + "SpO2_max": "float \u2014 max of SpO2 over previous 6 hours", + "SpO2_std": "float \u2014 std of SpO2 over previous 6 hours", + "SpO2_range": "float \u2014 range of SpO2 over previous 6 hours", + "SpO2_trend": "float \u2014 trend of SpO2 over previous 6 hours", + "Temp_latest": "float \u2014 latest of Temp over previous 6 hours", + "Temp_mean": "float \u2014 mean of Temp over previous 6 hours", + "Temp_min": "float \u2014 min of Temp over previous 6 hours", + "Temp_max": "float \u2014 max of Temp over previous 6 hours", + "Temp_std": "float \u2014 std of Temp over previous 6 hours", + "Temp_range": "float \u2014 range of Temp over previous 6 hours", + "Temp_trend": "float \u2014 trend of Temp over previous 6 hours", + "GCS_latest": "float \u2014 latest of GCS over previous 6 hours", + "GCS_mean": "float \u2014 mean of GCS over previous 6 hours", + "GCS_min": "float \u2014 min of GCS over previous 6 hours", + "GCS_max": "float \u2014 max of GCS over previous 6 hours", + "GCS_std": "float \u2014 std of GCS over previous 6 hours", + "GCS_range": "float \u2014 range of GCS over previous 6 hours", + "GCS_trend": "float \u2014 trend of GCS over previous 6 hours" + }, + "prediction_output_schema": { + "note_id": "str", + "subject_id": "int", + "anchor_time": "datetime", + "pred_tags": "list[str] \u2014 predicted multi-label tags", + "text_concern": "float \u2014 0..1 text concern score", + "vitals_risk": "str \u2014 Low/Medium/High vitals risk", + "final_alert": "str \u2014 Low/Medium/High fused alert level", + "explanation": "str \u2014 single-sentence dashboard explanation" + }, + "tags_definition": { + "calm": "binary label (0=absent, 1=present)", + "anxious": "binary label (0=absent, 1=present)", + "confused": "binary label (0=absent, 1=present)", + "agitated": "binary label (0=absent, 1=present)", + "pain_concern": "binary label (0=absent, 1=present)", + "respiratory_distress_concern": "binary label (0=absent, 1=present)", + "improvement_stable": "binary label (0=absent, 1=present)" + }, + "alert_levels": { + "Low": "No significant concern; calm/stable presentation", + "Medium": "One or more concerning indicators; monitor closely", + "High": "Multiple or severe indicators; escalation recommended" + }, + "vitals_risk_rules": { + "High": "score \u2265 6 OR shock pattern OR severe hypotension", + "Medium": "score 3-5", + "Low": "score < 3" + } +} \ No newline at end of file diff --git a/AI Guardian/emotional_tagging_and_alert_system/predictions_all.csv b/AI Guardian/emotional_tagging_and_alert_system/predictions_all.csv new file mode 100644 index 000000000..fa7d9283b --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/predictions_all.csv @@ -0,0 +1,554 @@ +note_id,subject_id,anchor_time,synthetic_note,true_tags,pred_tags,text_concern,vitals_risk,final_alert,explanation,prob_calm,true_calm,pred_calm,prob_anxious,true_anxious,pred_anxious,prob_confused,true_confused,pred_confused,prob_agitated,true_agitated,pred_agitated,prob_pain_concern,true_pain_concern,pred_pain_concern,prob_respiratory_distress_concern,true_respiratory_distress_concern,pred_respiratory_distress_concern,prob_improvement_stable,true_improvement_stable,pred_improvement_stable +SYN_0549,10016742,2178-07-14 12:46:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0083,10014729,2125-02-28 11:30:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0524,10016742,2178-07-24 18:16:00,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.7,Low,High,"High Alert — note: anxious, confused.",0.1762,0,0,0.6399,1,1,0.9066,1,1,0.1862,0,0,0.1491,0,0,0.354,0,0,0.179,0,0 +SYN_0333,10019385,2180-02-22 03:21:00,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.777,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0877,0,0,0.6199,1,1,0.1559,0,0,0.7585,1,1,0.696,1,1,0.1235,0,0,0.1039,0,0 +SYN_0133,10016742,2178-07-06 12:22:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0349,10019385,2180-02-22 07:36:00,Pain concern noted with visible discomfort. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.077,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7383,1,1,0.1308,0,0,0.0987,0,0,0.142,0,0,0.6705,1,1,0.0977,0,0,0.8292,1,1 +SYN_0433,10023771,2113-08-26 09:20:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.877,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.0895,0,0,0.7762,1,1,0.3001,0,0,0.1341,0,0,0.467,1,1,0.8183,1,1,0.0975,0,0 +SYN_0376,10019385,2180-02-22 15:41:00,Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.133,Low,Low,Low Alert — improvement stable; vitals stable.,0.508,0,0,0.1622,0,0,0.1092,0,0,0.1109,0,0,0.6565,1,1,0.115,0,0,0.7883,1,1 +SYN_0084,10014729,2125-02-28 11:30:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.759,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1671,0,0,0.73,1,1,0.1131,0,0,0.7536,1,1,0.6547,1,1,0.117,0,0,0.1483,0,0 +SYN_0200,10016742,2178-07-24 19:01:00,Periods of confusion noted during assessment. Looks nervous and remains on edge.,"['anxious', 'confused']","['anxious', 'confused']",0.753,Low,High,"High Alert — note: anxious, confused.",0.1179,0,0,0.8181,1,1,0.866,1,1,0.2243,0,0,0.2079,0,0,0.2744,0,0,0.1256,0,0 +SYN_0196,10016742,2178-07-24 19:00:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0011,10012853,2176-11-26 20:04:00,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Patient seems uneasy and asks frequent reassurance questions.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.946,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1047,0,0,0.8485,1,1,0.4166,0,0,0.2249,0,0,0.1974,0,0,0.9041,1,1,0.104,0,0 +SYN_0085,10014729,2125-02-28 11:30:00,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.659,Low,High,"High Alert — note: agitated, pain concern.",0.104,0,0,0.2378,0,0,0.1105,0,0,0.8164,1,1,0.7223,1,1,0.09,0,0,0.1191,0,0 +SYN_0325,10019385,2180-02-22 03:16:00,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.168,Low,Low,Low Alert — improvement stable; vitals stable.,0.3777,0,0,0.1351,0,0,0.1019,0,0,0.1525,0,0,0.711,1,1,0.0871,0,0,0.7803,1,1 +SYN_0269,10018423,2167-05-06 17:27:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0427,10023771,2113-08-26 08:05:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0525,10016742,2178-07-24 08:57:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.124,0,0,0.5954,1,1,0.8942,1,1,0.1538,0,0,0.125,0,0,0.9005,1,1,0.1246,0,0 +SYN_0007,10012853,2176-11-26 04:24:00,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Looks nervous and remains on edge.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.919,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.115,0,0,0.791,1,1,0.5277,0,0,0.1728,0,0,0.1554,0,0,0.8982,1,1,0.1268,0,0 +SYN_0540,10012853,2176-11-26 20:04:00,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 51 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.946,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1159,0,0,0.6464,1,1,0.8815,1,1,0.1215,0,0,0.1181,0,0,0.8884,1,1,0.1157,0,0 +SYN_0397,10023771,2113-08-25 16:45:00,Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.895,1,1,0.2102,0,0,0.1599,0,0,0.1382,0,0,0.2739,0,0,0.1314,0,0,0.8851,1,1 +SYN_0463,10026354,2119-10-26 06:25:00,Periods of confusion noted during assessment. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'confused']","['anxious', 'confused']",0.754,Low,High,"High Alert — note: anxious, confused.",0.1875,0,0,0.8341,1,1,0.8168,1,1,0.3049,0,0,0.21,0,0,0.259,0,0,0.1539,0,0 +SYN_0209,10018423,2167-05-05 21:04:00,Symptoms appear improved and patient is more settled.,['improvement_stable'],['improvement_stable'],0.064,Low,Low,Low Alert — improvement stable; vitals stable.,0.5538,0,0,0.1803,0,0,0.1665,0,0,0.1489,0,0,0.2548,0,0,0.1579,0,0,0.9254,1,1 +SYN_0541,10029484,2160-11-08 03:25:00,Patient confused at times and requires reorientation. Respiratory concern persists with oxygen saturation around 40%.,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.91,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1811,0,0,0.6047,1,1,0.8507,1,1,0.1853,0,0,0.1472,0,0,0.8337,1,1,0.1851,0,0 +SYN_0221,10018423,2167-05-06 00:10:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0074,10014729,2125-02-27 23:54:00,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.88,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.0963,0,0,0.7688,1,1,0.1495,0,0,0.2307,0,0,0.644,1,1,0.7492,1,1,0.1034,0,0 +SYN_0071,10014729,2125-02-27 23:14:00,Receiving increased oxygen support (FiO2 about 40%). Appears uncomfortable with ongoing pain concern.,"['pain_concern', 'respiratory_distress_concern']","['pain_concern', 'respiratory_distress_concern']",0.726,Low,High,"High Alert — note: pain concern, respiratory distress concern.",0.1199,0,0,0.3554,0,0,0.2058,0,0,0.1222,0,0,0.5947,1,1,0.7974,1,1,0.1396,0,0 +SYN_0189,10016742,2178-07-24 18:15:00,Appears worried and is unable to fully relax.,['anxious'],['anxious'],0.748,Low,High,High Alert — note: anxious.,0.1406,0,0,0.9045,1,1,0.2203,0,0,0.4771,0,0,0.2832,0,0,0.3496,0,0,0.1459,0,0 +SYN_0542,10026354,2119-10-26 06:25:00,Intermittent confusion noted with repeated redirection needed. Respiratory concern persists with oxygen saturation around 48%.,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.867,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.15,0,0,0.5967,0,1,0.8515,1,1,0.1588,0,0,0.1546,0,0,0.7529,1,1,0.1577,0,0 +SYN_0369,10019385,2180-02-22 11:31:00,Irritable and unable to remain settled. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated']","['anxious', 'agitated']",0.786,Low,High,"High Alert — note: anxious, agitated.",0.2266,0,0,0.8374,1,1,0.1892,0,0,0.8456,1,1,0.2881,0,0,0.1957,0,0,0.179,0,0 +SYN_0251,10018423,2167-05-06 05:13:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0512,10029484,2160-11-08 00:53:00,Increased work of breathing noted with low oxygen saturation around 87%. Patient confused at times and requires reorientation.,"['confused', 'respiratory_distress_concern']","['confused', 'respiratory_distress_concern']",0.834,Low,High,"High Alert — note: confused, respiratory distress concern.",0.1747,0,0,0.4897,0,0,0.7769,1,1,0.2042,0,0,0.1856,0,0,0.7565,1,1,0.1833,0,0 +SYN_0031,10014729,2125-02-27 11:54:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0389,10023771,2113-08-25 09:10:00,Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.031,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8284,1,1,0.1686,0,0,0.1509,0,0,0.1654,0,0,0.3701,0,0,0.134,0,0,0.8893,1,1 +SYN_0395,10023771,2113-08-25 12:55:00,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9236,1,1,0.1507,0,0,0.1462,0,0,0.107,0,0,0.1952,0,0,0.1368,0,0,0.9046,1,1 +SYN_0079,10014729,2125-02-28 00:49:00,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.822,Low,High,"High Alert — note: anxious, agitated.",0.1288,0,0,0.8369,1,1,0.3027,0,0,0.7835,1,1,0.2775,0,0,0.2093,0,0,0.1404,0,0 +SYN_0156,10016742,2178-07-14 12:46:00,Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge. Patient appears improved and more comfortable at this time.,"['anxious', 'pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.288,Low,Medium,Medium Alert — note: pain concern.,0.381,0,0,0.4921,1,0,0.1324,0,0,0.1572,0,0,0.6304,1,1,0.1024,0,0,0.6845,1,1 +SYN_0401,10023771,2113-08-25 19:54:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0132,10016742,2178-07-04 01:03:00,Periods of confusion noted during assessment. Appears worried and is unable to fully relax.,"['anxious', 'confused']","['anxious', 'confused']",0.776,Low,High,"High Alert — note: anxious, confused.",0.1145,0,0,0.8389,1,1,0.7718,1,1,0.3116,0,0,0.1859,0,0,0.2924,0,0,0.1171,0,0 +SYN_0003,10012853,2175-04-05 06:54:00,"Symptoms appear improved and patient is more settled. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.079,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.6948,1,1,0.209,0,0,0.1727,0,0,0.191,0,0,0.2797,0,0,0.1596,0,0,0.8838,1,1 +SYN_0080,10014729,2125-02-28 00:50:00,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.163,Low,Low,Low Alert — improvement stable; vitals stable.,0.4611,0,0,0.1653,0,0,0.1156,0,0,0.1227,0,0,0.6619,1,1,0.1315,0,0,0.77,1,1 +SYN_0513,10029484,2160-11-08 00:53:00,"Blood gas oxygen level is reduced (PaO2 about 58 mm Hg), with respiratory concern. Appears disoriented and needs repeated redirection.","['confused', 'respiratory_distress_concern']","['confused', 'respiratory_distress_concern']",0.892,Low,High,"High Alert — note: confused, respiratory distress concern.",0.1273,0,0,0.5133,0,0,0.7961,1,1,0.13,0,0,0.1112,0,0,0.9171,1,1,0.1353,0,0 +SYN_0258,10018423,2167-05-06 05:23:00,Patient restless and increasingly agitated during observation. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated', 'pain_concern']",0.858,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1124,0,0,0.8127,1,1,0.1463,0,0,0.8908,1,1,0.4321,0,1,0.1983,0,0,0.1032,0,0 +SYN_0138,10016742,2178-07-14 12:01:00,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9058,1,1,0.1354,0,0,0.1342,0,0,0.1227,0,0,0.1792,0,0,0.119,0,0,0.9217,1,1 +SYN_0238,10018423,2167-05-06 04:48:00,Patient complains of pain and remains uneasy. Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8537,1,1,0.1229,0,0,0.0955,0,0,0.1038,0,0,0.4834,1,1,0.0832,0,0,0.8152,1,1 +SYN_0424,10023771,2113-08-26 08:04:00,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.037,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7936,1,1,0.123,0,0,0.1026,0,0,0.135,0,0,0.5584,1,1,0.0915,0,0,0.7873,1,1 +SYN_0250,10018423,2167-05-06 05:13:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.131,Low,Low,Low Alert — improvement stable; vitals stable.,0.3919,0,0,0.1359,0,0,0.0954,0,0,0.118,0,0,0.6546,1,1,0.0951,0,0,0.8309,1,1 +SYN_0453,10025463,2137-10-09 15:16:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.682,Low,High,"High Alert — note: agitated, pain concern.",0.0892,0,0,0.3146,0,0,0.0911,0,0,0.8183,1,1,0.7205,1,1,0.0902,0,0,0.1002,0,0 +SYN_0509,10026354,2119-10-27 12:26:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0312,10019385,2180-02-21 21:40:00,Agitated behavior noted with frequent repositioning and restlessness.,['agitated'],['agitated'],0.711,Low,High,High Alert — note: agitated.,0.1124,0,0,0.4384,0,0,0.1618,0,0,0.9252,1,1,0.3154,0,0,0.1522,0,0,0.1168,0,0 +SYN_0391,10023771,2113-08-25 10:10:00,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9108,1,1,0.168,0,0,0.1524,0,0,0.1181,0,0,0.1736,0,0,0.1267,0,0,0.8939,1,1 +SYN_0442,10025463,2137-10-08 20:53:00,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8913,1,1,0.1576,0,0,0.1528,0,0,0.1355,0,0,0.2225,0,0,0.1472,0,0,0.8709,1,1 +SYN_0285,10019385,2180-02-21 12:36:00,Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.109,Low,Low,Low Alert — improvement stable; vitals stable.,0.5381,0,0,0.1636,0,0,0.0909,0,0,0.1209,0,0,0.6659,1,1,0.0909,0,0,0.8388,1,1 +SYN_0486,10026354,2119-10-26 22:09:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0279,10019385,2180-02-21 12:33:00,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.14,Low,Low,Low Alert — improvement stable; vitals stable.,0.3788,0,0,0.1274,0,0,0.0933,0,0,0.1231,0,0,0.6952,1,1,0.0894,0,0,0.828,1,1 +SYN_0073,10014729,2125-02-27 23:14:00,Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.626,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1966,0,0,0.7709,1,1,0.1394,0,0,0.3351,0,0,0.7637,1,1,0.1521,0,0,0.1708,0,0 +SYN_0470,10026354,2119-10-26 09:12:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0375,10019385,2180-02-22 15:01:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.78,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0942,0,0,0.647,1,1,0.1093,0,0,0.8101,1,1,0.6434,1,1,0.1192,0,0,0.0873,0,0 +SYN_0183,10016742,2178-07-24 08:56:00,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.853,Low,High,High Alert — note: respiratory distress concern.,0.1333,0,0,0.5342,0,0,0.5858,0,0,0.1399,0,0,0.1143,0,0,0.9467,1,1,0.1419,0,0 +SYN_0056,10014729,2125-02-27 18:52:00,Receiving increased oxygen support (FiO2 about 40%). Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.833,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.0994,0,0,0.746,1,1,0.1673,0,0,0.2151,0,0,0.51,1,1,0.7421,1,1,0.1066,0,0 +SYN_0275,10019385,2180-02-21 10:15:00,Patient calm and resting comfortably at this time.,['calm'],['calm'],0.024,Low,Low,Low Alert — calm; vitals stable.,0.9173,1,1,0.1902,0,0,0.1931,0,0,0.1429,0,0,0.1635,0,0,0.1689,0,0,0.6488,0,0 +SYN_0422,10023771,2113-08-26 06:56:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0305,10019385,2180-02-21 19:09:00,Patient calm and resting comfortably at this time.,['calm'],['calm'],0.024,Low,Low,Low Alert — calm; vitals stable.,0.9173,1,1,0.1902,0,0,0.1931,0,0,0.1429,0,0,0.1635,0,0,0.1689,0,0,0.6488,0,0 +SYN_0324,10019385,2180-02-22 03:15:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.635,Low,Medium,"Medium Alert — note: agitated, pain concern.",0.1247,0,0,0.3207,0,0,0.0982,0,0,0.7379,1,1,0.7049,1,1,0.0958,0,0,0.1436,0,0 +SYN_0223,10018423,2167-05-06 01:48:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0362,10019385,2180-02-22 11:11:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0118,10014729,2125-03-01 12:01:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0538,10016742,2178-07-24 19:00:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0010,10012853,2176-11-26 20:04:00,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.924,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1101,0,0,0.8088,1,1,0.4484,0,0,0.2213,0,0,0.1349,0,0,0.9047,1,1,0.1147,0,0 +SYN_0210,10018423,2167-05-05 21:04:00,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9108,1,1,0.168,0,0,0.1524,0,0,0.1181,0,0,0.1736,0,0,0.1267,0,0,0.8939,1,1 +SYN_0400,10023771,2113-08-25 19:53:00,Patient appears unsettled and intermittently agitated. Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.764,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0984,0,0,0.7182,1,1,0.1752,0,0,0.6819,1,1,0.6588,1,1,0.1242,0,0,0.1222,0,0 +SYN_0168,10016742,2178-07-23 22:14:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0529,10016742,2178-07-14 12:01:00,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.7,Low,High,"High Alert — note: anxious, confused.",0.1762,0,0,0.6399,1,1,0.9066,1,1,0.1862,0,0,0.1491,0,0,0.354,0,0,0.179,0,0 +SYN_0082,10014729,2125-02-28 00:50:00,Irritable and unable to remain settled. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.755,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1638,0,0,0.7444,1,1,0.1121,0,0,0.7429,1,1,0.6322,1,1,0.1204,0,0,0.1442,0,0 +SYN_0077,10014729,2125-02-28 00:49:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0102,10014729,2125-03-01 00:18:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0547,10016742,2178-07-04 01:03:00,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 51 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1455,0,0,0.6275,0,1,0.8769,1,1,0.1483,0,0,0.115,0,0,0.9152,1,1,0.1422,0,0 +SYN_0087,10014729,2125-02-28 11:31:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0078,10014729,2125-02-28 00:49:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0510,10026354,2119-10-27 12:26:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0159,10016742,2178-07-22 09:28:00,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.828,Low,High,High Alert — note: respiratory distress concern.,0.1381,0,0,0.5041,0,0,0.5557,0,0,0.1363,0,0,0.1215,0,0,0.9362,1,1,0.1474,0,0 +SYN_0245,10018423,2167-05-06 05:01:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0091,10014729,2125-02-28 11:46:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0516,10029484,2160-11-08 03:25:00,Periods of confusion noted during assessment. Appears worried and is unable to fully relax.,"['anxious', 'confused']","['anxious', 'confused']",0.776,Low,High,"High Alert — note: anxious, confused.",0.1145,0,0,0.8389,1,1,0.7718,1,1,0.3116,0,0,0.1859,0,0,0.2924,0,0,0.1171,0,0 +SYN_0076,10014729,2125-02-27 23:54:00,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.667,Low,High,"High Alert — note: agitated, pain concern.",0.0981,0,0,0.2228,0,0,0.1043,0,0,0.8308,1,1,0.7655,1,1,0.0813,0,0,0.1184,0,0 +SYN_0185,10016742,2178-07-24 08:56:00,Patient confused at times and requires reorientation. Looks nervous and remains on edge.,"['anxious', 'confused']","['anxious', 'confused', 'respiratory_distress_concern']",0.855,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1645,0,0,0.8387,1,1,0.7976,1,1,0.2829,0,0,0.2129,0,0,0.4855,0,1,0.1726,0,0 +SYN_0236,10018423,2167-05-06 03:31:00,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.832,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0814,0,0,0.7086,1,1,0.0895,0,0,0.8227,1,1,0.7651,1,1,0.1203,0,0,0.0876,0,0 +SYN_0069,10014729,2125-02-27 23:13:00,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.885,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1298,0,0,0.8018,1,1,0.3744,0,0,0.1901,0,0,0.2462,0,0,0.8622,1,1,0.1372,0,0 +SYN_0110,10014729,2125-03-01 06:13:00,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.08,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7266,1,1,0.1486,0,0,0.1023,0,0,0.1389,0,0,0.6251,1,1,0.1029,0,0,0.8042,1,1 +SYN_0064,10014729,2125-02-27 21:45:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0320,10019385,2180-02-22 00:46:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0404,10023771,2113-08-25 21:49:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0177,10016742,2178-07-24 00:54:00,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.039,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8154,1,1,0.1743,0,0,0.1002,0,0,0.1166,0,0,0.5843,1,1,0.0858,0,0,0.8136,1,1 +SYN_0089,10014729,2125-02-28 11:46:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0458,10025463,2137-10-09 15:31:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0034,10014729,2125-02-27 15:11:00,Mild respiratory concern noted with oxygen saturation around 91%. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.854,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1972,0,0,0.8111,1,1,0.4284,0,0,0.3068,0,0,0.2982,0,0,0.6687,1,1,0.1678,0,0 +SYN_0149,10016742,2178-07-14 12:20:00,Irritable and unable to remain settled. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated']",0.846,Low,High,"High Alert — note: anxious, agitated.",0.1264,0,0,0.8743,1,1,0.1398,0,0,0.8418,1,1,0.372,0,0,0.2263,0,0,0.1176,0,0 +SYN_0550,10016742,2178-07-24 00:53:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,['confused'],"['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,0,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0001,10012853,2175-04-05 06:45:00,Patient resting quietly and remains calm.,['calm'],['calm'],0.231,Low,Medium,Medium Alert — borderline indicators.,0.8202,1,1,0.3119,0,0,0.2474,0,0,0.2124,0,0,0.3496,0,0,0.2201,0,0,0.4368,0,0 +SYN_0012,10012853,2176-11-26 20:04:00,Periods of confusion noted during assessment. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'confused']","['anxious', 'confused']",0.754,Low,High,"High Alert — note: anxious, confused.",0.1875,0,0,0.8341,1,1,0.8168,1,1,0.3049,0,0,0.21,0,0,0.259,0,0,0.1539,0,0 +SYN_0311,10019385,2180-02-21 21:40:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0023,10012853,2176-11-27 15:43:00,Appears disoriented and needs repeated redirection.,['confused'],['confused'],0.648,Low,High,High Alert — note: confused.,0.1923,0,0,0.4002,0,0,0.8105,1,1,0.2114,0,0,0.2107,0,0,0.4135,0,0,0.2072,0,0 +SYN_0374,10019385,2180-02-22 15:01:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0105,10014729,2125-03-01 00:19:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0193,10016742,2178-07-24 18:16:00,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9236,1,1,0.1507,0,0,0.1462,0,0,0.107,0,0,0.1952,0,0,0.1368,0,0,0.9046,1,1 +SYN_0090,10014729,2125-02-28 11:46:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0272,10019385,2180-02-21 08:02:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0141,10016742,2178-07-14 12:15:00,Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance. Overall presentation is stable with less visible distress.,"['calm', 'anxious', 'pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.317,Low,Medium,Medium Alert — note: pain concern.,0.4636,1,0,0.5193,1,0,0.1122,0,0,0.211,0,0,0.6627,1,1,0.1197,0,0,0.6711,1,1 +SYN_0150,10016742,2178-07-14 12:21:00,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.698,Low,High,"High Alert — note: anxious, pain concern.",0.0964,0,0,0.8183,1,1,0.0956,0,0,0.3556,0,0,0.8498,1,1,0.1738,0,0,0.1064,0,0 +SYN_0499,10026354,2119-10-27 09:00:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0154,10016742,2178-07-14 12:45:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0173,10016742,2178-07-23 22:15:00,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.775,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1629,0,0,0.7402,1,1,0.1396,0,0,0.7478,1,1,0.6506,1,1,0.1349,0,0,0.1536,0,0 +SYN_0019,10012853,2176-11-27 12:42:00,Borderline low blood oxygen level noted (PaO2 about 67 mm Hg). Appears worried and is unable to fully relax.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.902,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1098,0,0,0.8594,1,1,0.314,0,0,0.2266,0,0,0.1695,0,0,0.8878,1,1,0.1106,0,0 +SYN_0326,10019385,2180-02-22 03:16:00,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.667,Low,High,"High Alert — note: agitated, pain concern.",0.0981,0,0,0.2228,0,0,0.1043,0,0,0.8308,1,1,0.7655,1,1,0.0813,0,0,0.1184,0,0 +SYN_0487,10026354,2119-10-27 01:08:00,"Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.098,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.6837,1,1,0.1741,0,0,0.1195,0,0,0.133,0,0,0.5893,1,1,0.12,0,0,0.8056,1,1 +SYN_0297,10019385,2180-02-21 15:18:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0479,10026354,2119-10-26 21:26:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0016,10012853,2176-11-27 06:21:00,"Blood gas oxygen level is reduced (PaO2 about 47 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.908,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1126,0,0,0.7955,1,1,0.419,0,0,0.2246,0,0,0.1395,0,0,0.8962,1,1,0.1172,0,0 +SYN_0339,10019385,2180-02-22 04:31:00,Patient appears unsettled and intermittently agitated. Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.764,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0984,0,0,0.7182,1,1,0.1752,0,0,0.6819,1,1,0.6588,1,1,0.1242,0,0,0.1222,0,0 +SYN_0040,10014729,2125-02-27 16:25:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0055,10014729,2125-02-27 18:48:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0166,10016742,2178-07-23 17:02:00,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.698,Low,High,"High Alert — note: anxious, pain concern.",0.0964,0,0,0.8183,1,1,0.0956,0,0,0.3556,0,0,0.8498,1,1,0.1738,0,0,0.1064,0,0 +SYN_0047,10014729,2125-02-27 18:45:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.074,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7303,1,1,0.1276,0,0,0.0971,0,0,0.1396,0,0,0.684,1,1,0.0871,0,0,0.8288,1,1 +SYN_0094,10014729,2125-02-28 11:47:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.803,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0812,0,0,0.7028,1,1,0.0957,0,0,0.8028,1,1,0.637,1,1,0.1456,0,0,0.0904,0,0 +SYN_0246,10018423,2167-05-06 05:01:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0484,10026354,2119-10-26 22:09:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0232,10018423,2167-05-06 03:30:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0496,10026354,2119-10-27 06:33:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0256,10018423,2167-05-06 05:23:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.144,Low,Low,Low Alert — improvement stable; vitals stable.,0.4037,0,0,0.1195,0,0,0.0962,0,0,0.1329,0,0,0.7234,1,1,0.0904,0,0,0.8383,1,1 +SYN_0553,10016742,2178-07-24 19:01:00,Patient appears disoriented and forgetful during assessment. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.649,Low,High,"High Alert — note: anxious, confused.",0.1514,0,0,0.587,1,1,0.9154,1,1,0.1858,0,0,0.1663,0,0,0.2555,0,0,0.1599,0,0 +SYN_0411,10023771,2113-08-25 22:55:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0370,10019385,2180-02-22 15:00:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0387,10023771,2113-08-25 07:29:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0322,10019385,2180-02-22 03:15:00,Patient complains of pain and remains uneasy. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.01,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8547,1,1,0.1515,0,0,0.1022,0,0,0.1204,0,0,0.4939,1,1,0.085,0,0,0.7694,1,1 +SYN_0399,10023771,2113-08-25 19:53:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0335,10019385,2180-02-22 04:30:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0308,10019385,2180-02-21 21:39:00,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.658,Low,High,"High Alert — note: anxious, pain concern.",0.1045,0,0,0.748,1,1,0.1273,0,0,0.3718,0,0,0.7112,1,1,0.1717,0,0,0.101,0,0 +SYN_0403,10023771,2113-08-25 19:54:00,Patient restless and increasingly agitated during observation. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated', 'pain_concern']",0.858,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1124,0,0,0.8127,1,1,0.1463,0,0,0.8908,1,1,0.4321,0,1,0.1983,0,0,0.1032,0,0 +SYN_0070,10014729,2125-02-27 23:13:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0212,10018423,2167-05-05 22:15:00,Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.667,Low,High,"High Alert — note: anxious, pain concern.",0.1062,0,0,0.7627,1,1,0.1192,0,0,0.347,0,0,0.7199,1,1,0.2123,0,0,0.1245,0,0 +SYN_0146,10016742,2178-07-14 12:16:00,Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.798,Low,High,"High Alert — note: anxious, agitated.",0.1395,0,0,0.8221,1,1,0.1737,0,0,0.811,1,1,0.2529,0,0,0.2388,0,0,0.1391,0,0 +SYN_0164,10016742,2178-07-23 17:01:00,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.667,Low,High,"High Alert — note: agitated, pain concern.",0.0981,0,0,0.2228,0,0,0.1043,0,0,0.8308,1,1,0.7655,1,1,0.0813,0,0,0.1184,0,0 +SYN_0186,10016742,2178-07-24 08:57:00,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.853,Low,High,High Alert — note: respiratory distress concern.,0.1333,0,0,0.5342,0,0,0.5858,0,0,0.1399,0,0,0.1143,0,0,0.9467,1,1,0.1419,0,0 +SYN_0125,10016742,2178-07-03 18:19:00,Borderline low blood oxygen level noted (PaO2 about 65 mm Hg). Appears worried and is unable to fully relax.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.902,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.11,0,0,0.8593,1,1,0.3148,0,0,0.2268,0,0,0.1691,0,0,0.8873,1,1,0.1107,0,0 +SYN_0408,10023771,2113-08-25 21:50:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.841,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0787,0,0,0.7444,1,1,0.0849,0,0,0.8094,1,1,0.7388,1,1,0.1431,0,0,0.0848,0,0 +SYN_0363,10019385,2180-02-22 11:11:00,Patient appears unsettled and intermittently agitated. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.828,Low,High,"High Alert — note: anxious, agitated.",0.1241,0,0,0.8592,1,1,0.1949,0,0,0.8414,1,1,0.2509,0,0,0.2282,0,0,0.1292,0,0 +SYN_0178,10016742,2178-07-24 00:54:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.685,Low,High,"High Alert — note: agitated, pain concern.",0.0929,0,0,0.3074,0,0,0.098,0,0,0.8081,1,1,0.7247,1,1,0.1063,0,0,0.1089,0,0 +SYN_0342,10019385,2180-02-22 05:50:00,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.78,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1402,0,0,0.6436,1,1,0.1188,0,0,0.8222,1,1,0.7053,1,1,0.1039,0,0,0.1286,0,0 +SYN_0377,10019385,2180-02-22 15:41:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0518,10016742,2178-07-14 12:15:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0504,10026354,2119-10-27 09:01:00,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated']","['anxious', 'agitated']",0.814,Low,High,"High Alert — note: anxious, agitated.",0.1605,0,0,0.8072,1,1,0.1687,0,0,0.8953,1,1,0.3372,0,0,0.1708,0,0,0.1291,0,0 +SYN_0440,10023771,2113-08-26 13:40:00,Symptoms appear improved and patient is more settled.,['improvement_stable'],['improvement_stable'],0.064,Low,Low,Low Alert — improvement stable; vitals stable.,0.5538,0,0,0.1803,0,0,0.1665,0,0,0.1489,0,0,0.2548,0,0,0.1579,0,0,0.9254,1,1 +SYN_0239,10018423,2167-05-06 04:48:00,Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.623,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1095,0,0,0.7077,1,1,0.2081,0,0,0.2634,0,0,0.7612,1,1,0.1551,0,0,0.1108,0,0 +SYN_0266,10018423,2167-05-06 17:26:00,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.686,Low,High,"High Alert — note: agitated, pain concern.",0.0853,0,0,0.3115,0,0,0.0956,0,0,0.8235,1,1,0.7292,1,1,0.0815,0,0,0.0822,0,0 +SYN_0288,10019385,2180-02-21 14:06:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.024,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.807,1,1,0.1151,0,0,0.1009,0,0,0.1234,0,0,0.5599,1,1,0.0965,0,0,0.8232,1,1 +SYN_0229,10018423,2167-05-06 02:53:00,Pain concern noted with visible discomfort. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.148,Low,Low,Low Alert — improvement stable; vitals stable.,0.4154,0,0,0.1233,0,0,0.098,0,0,0.1357,0,0,0.7081,1,1,0.104,0,0,0.8389,1,1 +SYN_0450,10025463,2137-10-09 15:15:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0020,10012853,2176-11-27 12:42:00,Borderline low blood oxygen level noted (PaO2 about 67 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.893,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1657,0,0,0.8547,1,1,0.3499,0,0,0.2203,0,0,0.1873,0,0,0.8795,1,1,0.139,0,0 +SYN_0385,10023771,2113-08-19 09:34:00,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8913,1,1,0.1576,0,0,0.1528,0,0,0.1355,0,0,0.2225,0,0,0.1472,0,0,0.8709,1,1 +SYN_0057,10014729,2125-02-27 18:52:00,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.885,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1298,0,0,0.8018,1,1,0.3744,0,0,0.1901,0,0,0.2462,0,0,0.8622,1,1,0.1372,0,0 +SYN_0317,10019385,2180-02-22 00:45:00,Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.623,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1095,0,0,0.7077,1,1,0.2081,0,0,0.2634,0,0,0.7612,1,1,0.1551,0,0,0.1108,0,0 +SYN_0471,10026354,2119-10-26 09:12:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0384,10023771,2113-08-19 09:34:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0515,10029484,2160-11-08 03:25:00,Increased work of breathing noted with low oxygen saturation around 40%.,['respiratory_distress_concern'],['respiratory_distress_concern'],0.734,Low,High,High Alert — note: respiratory distress concern.,0.1732,0,0,0.4043,0,0,0.5014,0,0,0.1991,0,0,0.2434,0,0,0.75,1,1,0.187,0,0 +SYN_0262,10018423,2167-05-06 13:11:00,Appears uncomfortable with ongoing pain concern. Patient appears improved and more comfortable at this time.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.105,Low,Low,Low Alert — improvement stable; vitals stable.,0.5315,0,0,0.1633,0,0,0.0912,0,0,0.1155,0,0,0.6749,1,1,0.0778,0,0,0.8315,1,1 +SYN_0493,10026354,2119-10-27 06:32:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0219,10018423,2167-05-05 22:17:00,Agitated behavior noted with frequent repositioning and restlessness.,['agitated'],['agitated'],0.711,Low,High,High Alert — note: agitated.,0.1124,0,0,0.4384,0,0,0.1618,0,0,0.9252,1,1,0.3154,0,0,0.1522,0,0,0.1168,0,0 +SYN_0026,10014729,2125-02-27 08:01:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0337,10019385,2180-02-22 04:31:00,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.096,Low,Low,Low Alert — improvement stable; vitals stable.,0.539,0,0,0.1705,0,0,0.0919,0,0,0.1099,0,0,0.6372,1,1,0.0814,0,0,0.8322,1,1 +SYN_0043,10014729,2125-02-27 16:26:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.798,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1292,0,0,0.6948,1,1,0.1072,0,0,0.8182,1,1,0.6879,1,1,0.122,0,0,0.1191,0,0 +SYN_0354,10019385,2180-02-22 07:55:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0466,10026354,2119-10-26 08:46:00,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.14,Low,Low,Low Alert — improvement stable; vitals stable.,0.3788,0,0,0.1274,0,0,0.0933,0,0,0.1231,0,0,0.6952,1,1,0.0894,0,0,0.828,1,1 +SYN_0482,10026354,2119-10-26 22:08:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.841,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0787,0,0,0.7444,1,1,0.0849,0,0,0.8094,1,1,0.7388,1,1,0.1431,0,0,0.0848,0,0 +SYN_0211,10018423,2167-05-05 22:15:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0323,10019385,2180-02-22 03:15:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0155,10016742,2178-07-14 12:45:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0127,10016742,2178-07-03 21:51:00,Receiving increased oxygen support (FiO2 about 50%).,['respiratory_distress_concern'],['respiratory_distress_concern'],0.755,Low,High,High Alert — note: respiratory distress concern.,0.1698,0,0,0.4852,0,0,0.3385,0,0,0.1597,0,0,0.2078,0,0,0.8904,1,1,0.1783,0,0 +SYN_0292,10019385,2180-02-21 14:07:00,Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.623,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1095,0,0,0.7077,1,1,0.2081,0,0,0.2634,0,0,0.7612,1,1,0.1551,0,0,0.1108,0,0 +SYN_0552,10016742,2178-07-14 12:16:00,Patient appears disoriented and forgetful during assessment. Clinical review suggests ongoing physiologic concern.,['confused'],"['anxious', 'confused']",0.649,Low,High,"High Alert — note: anxious, confused.",0.1514,0,0,0.587,0,1,0.9154,1,1,0.1858,0,0,0.1663,0,0,0.2555,0,0,0.1599,0,0 +SYN_0175,10016742,2178-07-24 00:53:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0032,10014729,2125-02-27 13:45:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0114,10014729,2125-03-01 12:00:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0478,10026354,2119-10-26 21:26:00,Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.109,Low,Low,Low Alert — improvement stable; vitals stable.,0.5381,0,0,0.1636,0,0,0.0909,0,0,0.1209,0,0,0.6659,1,1,0.0909,0,0,0.8388,1,1 +SYN_0174,10016742,2178-07-24 00:53:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0421,10023771,2113-08-26 03:37:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0435,10023771,2113-08-26 09:20:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0058,10014729,2125-02-27 18:52:00,Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.616,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1112,0,0,0.7328,1,1,0.2026,0,0,0.2225,0,0,0.7579,1,1,0.1767,0,0,0.132,0,0 +SYN_0273,10019385,2180-02-21 09:38:00,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9236,1,1,0.1507,0,0,0.1462,0,0,0.107,0,0,0.1952,0,0,0.1368,0,0,0.9046,1,1 +SYN_0025,10012853,2176-11-28 05:57:00,Borderline low blood oxygen level noted (PaO2 about 68 mm Hg). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.905,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1136,0,0,0.8417,1,1,0.4211,0,0,0.1681,0,0,0.1878,0,0,0.8878,1,1,0.1183,0,0 +SYN_0018,10012853,2176-11-27 06:21:00,Periods of confusion noted during assessment. Looks nervous and remains on edge.,"['anxious', 'confused']","['anxious', 'confused']",0.753,Low,High,"High Alert — note: anxious, confused.",0.1179,0,0,0.8181,1,1,0.866,1,1,0.2243,0,0,0.2079,0,0,0.2744,0,0,0.1256,0,0 +SYN_0521,10029484,2160-11-08 00:53:00,Patient confused at times and requires reorientation. Respiratory concern persists with oxygen saturation around 87%.,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.901,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1843,0,0,0.5989,1,1,0.8565,1,1,0.1901,0,0,0.1489,0,0,0.8127,1,1,0.1889,0,0 +SYN_0067,10014729,2125-02-27 21:46:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0412,10023771,2113-08-25 22:55:00,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.686,Low,High,"High Alert — note: agitated, pain concern.",0.0853,0,0,0.3115,0,0,0.0956,0,0,0.8235,1,1,0.7292,1,1,0.0815,0,0,0.0822,0,0 +SYN_0281,10019385,2180-02-21 12:33:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0483,10026354,2119-10-26 22:08:00,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated']","['anxious', 'agitated']",0.814,Low,High,"High Alert — note: anxious, agitated.",0.1605,0,0,0.8072,1,1,0.1687,0,0,0.8953,1,1,0.3372,0,0,0.1708,0,0,0.1291,0,0 +SYN_0523,10012853,2176-11-27 15:43:00,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 45 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.964,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1428,0,0,0.6329,0,1,0.8912,1,1,0.1464,0,0,0.1122,0,0,0.9237,1,1,0.1384,0,0 +SYN_0472,10026354,2119-10-26 19:39:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0205,10018423,2167-05-05 17:57:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0095,10014729,2125-02-28 18:37:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0181,10016742,2178-07-24 05:08:00,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Patient appears unsettled and intermittently agitated. Patient confused at times and requires reorientation.","['anxious', 'confused', 'agitated', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",1.0,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1262,0,0,0.6386,1,1,0.7478,1,1,0.4125,1,0,0.1053,0,0,0.8699,1,1,0.1299,0,0 +SYN_0302,10019385,2180-02-21 16:41:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0093,10014729,2125-02-28 11:47:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0024,10012853,2176-11-28 05:57:00,Borderline low blood oxygen level noted (PaO2 about 68 mm Hg). Appears worried and is unable to fully relax.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.902,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1099,0,0,0.8598,1,1,0.3135,0,0,0.2271,0,0,0.1696,0,0,0.887,1,1,0.1105,0,0 +SYN_0282,10019385,2180-02-21 12:34:00,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8303,1,1,0.1024,0,0,0.0853,0,0,0.1054,0,0,0.4794,1,1,0.0765,0,0,0.8726,1,1 +SYN_0474,10026354,2119-10-26 19:39:00,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.834,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0936,0,0,0.7974,1,1,0.1029,0,0,0.7567,1,1,0.7244,1,1,0.1523,0,0,0.1034,0,0 +SYN_0290,10019385,2180-02-21 14:06:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0006,10012853,2176-11-26 01:52:00,Borderline low blood oxygen level noted (PaO2 about 77 mm Hg). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.912,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1136,0,0,0.8446,1,1,0.4401,0,0,0.1686,0,0,0.1884,0,0,0.8882,1,1,0.1182,0,0 +SYN_0117,10014729,2125-03-01 12:01:00,Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.63,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1937,0,0,0.7559,1,1,0.1379,0,0,0.3459,0,0,0.7937,1,1,0.1448,0,0,0.1742,0,0 +SYN_0046,10014729,2125-02-27 18:03:00,Patient restless and increasingly agitated during observation. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.826,Low,High,"High Alert — note: anxious, agitated.",0.1081,0,0,0.7772,1,1,0.1691,0,0,0.8943,1,1,0.3067,0,0,0.2032,0,0,0.111,0,0 +SYN_0235,10018423,2167-05-06 03:31:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0321,10019385,2180-02-22 00:46:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0017,10012853,2176-11-27 06:21:00,"Blood gas oxygen level is reduced (PaO2 about 47 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.826,Low,High,High Alert — note: respiratory distress concern.,0.1382,0,0,0.5227,0,0,0.5318,0,0,0.1358,0,0,0.1217,0,0,0.9362,1,1,0.1476,0,0 +SYN_0049,10014729,2125-02-27 18:45:00,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.824,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.084,0,0,0.7143,1,1,0.0928,0,0,0.8084,1,1,0.7353,1,1,0.1278,0,0,0.0882,0,0 +SYN_0429,10023771,2113-08-26 08:05:00,Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.798,Low,High,"High Alert — note: anxious, agitated.",0.1395,0,0,0.8221,1,1,0.1737,0,0,0.811,1,1,0.2529,0,0,0.2388,0,0,0.1391,0,0 +SYN_0416,10023771,2113-08-26 01:01:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0004,10012853,2175-04-05 06:54:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0532,10016742,2178-07-22 09:28:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 38 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.933,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1278,0,0,0.5688,0,1,0.8798,1,1,0.1497,0,0,0.1312,0,0,0.8871,1,1,0.1289,0,0 +SYN_0437,10023771,2113-08-26 09:21:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.909,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1629,0,0,0.8604,1,1,0.3608,0,0,0.2175,0,0,0.208,0,0,0.8922,1,1,0.1354,0,0 +SYN_0061,10014729,2125-02-27 18:53:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0197,10016742,2178-07-24 19:00:00,Patient forgetful and intermittently disoriented. Looks nervous and remains on edge.,"['anxious', 'confused']",['anxious'],0.788,Low,High,High Alert — note: anxious.,0.1438,0,0,0.8563,1,1,0.5309,1,0,0.4479,0,0,0.2919,0,0,0.2982,0,0,0.1513,0,0 +SYN_0533,10012853,2176-11-26 01:52:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 77 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.945,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1281,0,0,0.6048,1,1,0.8798,1,1,0.1495,0,0,0.1311,0,0,0.8885,1,1,0.1293,0,0 +SYN_0111,10014729,2125-03-01 06:13:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0371,10019385,2180-02-22 15:00:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0306,10019385,2180-02-21 19:09:00,Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9249,1,1,0.1748,0,0,0.1524,0,0,0.1267,0,0,0.2092,0,0,0.1358,0,0,0.8745,1,1 +SYN_0030,10014729,2125-02-27 11:54:00,Patient calm and resting comfortably at this time.,['calm'],['calm'],0.024,Low,Low,Low Alert — calm; vitals stable.,0.9173,1,1,0.1902,0,0,0.1931,0,0,0.1429,0,0,0.1635,0,0,0.1689,0,0,0.6488,0,0 +SYN_0527,10014729,2125-02-27 15:11:00,Patient confused at times and requires reorientation. Respiratory concern persists with oxygen saturation around 91%.,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.903,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1838,0,0,0.6083,1,1,0.848,1,1,0.1889,0,0,0.1472,0,0,0.818,1,1,0.1886,0,0 +SYN_0226,10018423,2167-05-06 01:49:00,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation. Patient calm and resting comfortably at this time.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8352,1,1,0.0982,0,0,0.086,0,0,0.1076,0,0,0.4963,1,1,0.0786,0,0,0.8832,1,1 +SYN_0228,10018423,2167-05-06 01:49:00,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated']","['anxious', 'agitated']",0.814,Low,High,"High Alert — note: anxious, agitated.",0.1605,0,0,0.8072,1,1,0.1687,0,0,0.8953,1,1,0.3372,0,0,0.1708,0,0,0.1291,0,0 +SYN_0027,10014729,2125-02-27 08:01:00,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9108,1,1,0.168,0,0,0.1524,0,0,0.1181,0,0,0.1736,0,0,0.1267,0,0,0.8939,1,1 +SYN_0008,10012853,2176-11-26 04:24:00,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.912,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1128,0,0,0.8055,1,1,0.42,0,0,0.2247,0,0,0.1395,0,0,0.8964,1,1,0.1176,0,0 +SYN_0182,10016742,2178-07-24 05:08:00,Receiving increased oxygen support (FiO2 about 40%). Appears disoriented and needs repeated redirection.,"['confused', 'respiratory_distress_concern']","['confused', 'respiratory_distress_concern']",0.839,Low,High,"High Alert — note: confused, respiratory distress concern.",0.1526,0,0,0.4722,0,0,0.6864,1,1,0.1475,0,0,0.1845,0,0,0.8661,1,1,0.1595,0,0 +SYN_0051,10014729,2125-02-27 18:46:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0109,10014729,2125-03-01 06:12:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.801,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0798,0,0,0.7212,1,1,0.093,0,0,0.8056,1,1,0.6241,1,1,0.1347,0,0,0.0858,0,0 +SYN_0230,10018423,2167-05-06 02:53:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0038,10014729,2125-02-27 16:25:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0158,10016742,2178-07-14 12:46:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.644,Low,High,"High Alert — note: agitated, pain concern.",0.1254,0,0,0.3419,0,0,0.1066,0,0,0.7394,1,1,0.6924,1,1,0.0929,0,0,0.1171,0,0 +SYN_0528,10016742,2178-07-14 12:20:00,Patient appears disoriented and forgetful during assessment. Clinical review suggests ongoing physiologic concern.,['confused'],"['anxious', 'confused']",0.649,Low,High,"High Alert — note: anxious, confused.",0.1514,0,0,0.587,0,1,0.9154,1,1,0.1858,0,0,0.1663,0,0,0.2555,0,0,0.1599,0,0 +SYN_0119,10014729,2125-03-01 18:20:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0417,10023771,2113-08-26 01:01:00,Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.647,Low,High,"High Alert — note: anxious, pain concern.",0.1966,0,0,0.7599,1,1,0.1377,0,0,0.3609,0,0,0.7873,1,1,0.1697,0,0,0.1794,0,0 +SYN_0115,10014729,2125-03-01 12:00:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0303,10019385,2180-02-21 17:15:00,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.075,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7735,1,1,0.2228,0,0,0.1838,0,0,0.1615,0,0,0.3034,0,0,0.1787,0,0,0.869,1,1 +SYN_0204,10018423,2167-05-05 16:34:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0176,10016742,2178-07-24 00:53:00,Patient appears unsettled and intermittently agitated. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.828,Low,High,"High Alert — note: anxious, agitated.",0.1241,0,0,0.8592,1,1,0.1949,0,0,0.8414,1,1,0.2509,0,0,0.2282,0,0,0.1292,0,0 +SYN_0313,10019385,2180-02-21 22:17:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0249,10018423,2167-05-06 05:02:00,Agitated behavior noted with frequent repositioning and restlessness.,['agitated'],['agitated'],0.711,Low,High,High Alert — note: agitated.,0.1124,0,0,0.4384,0,0,0.1618,0,0,0.9252,1,1,0.3154,0,0,0.1522,0,0,0.1168,0,0 +SYN_0145,10016742,2178-07-14 12:16:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0195,10016742,2178-07-24 19:00:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0498,10026354,2119-10-27 06:33:00,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.686,Low,High,"High Alert — note: agitated, pain concern.",0.0853,0,0,0.3115,0,0,0.0956,0,0,0.8235,1,1,0.7292,1,1,0.0815,0,0,0.0822,0,0 +SYN_0502,10026354,2119-10-27 09:01:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0546,10022880,2177-03-15 05:47:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 75 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.945,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1279,0,0,0.6038,1,1,0.8809,1,1,0.1492,0,0,0.1309,0,0,0.8889,1,1,0.1293,0,0 +SYN_0248,10018423,2167-05-06 05:02:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0298,10019385,2180-02-21 15:18:00,Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.631,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1089,0,0,0.7256,1,1,0.1997,0,0,0.2399,0,0,0.7804,1,1,0.1856,0,0,0.1352,0,0 +SYN_0425,10023771,2113-08-26 08:04:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0517,10016742,2178-07-14 12:45:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0142,10016742,2178-07-14 12:15:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0426,10023771,2113-08-26 08:04:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.792,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1271,0,0,0.7115,1,1,0.1048,0,0,0.8131,1,1,0.6739,1,1,0.1093,0,0,0.1122,0,0 +SYN_0068,10014729,2125-02-27 23:13:00,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort.,"['pain_concern', 'respiratory_distress_concern']","['pain_concern', 'respiratory_distress_concern']",0.737,Low,High,"High Alert — note: pain concern, respiratory distress concern.",0.1233,0,0,0.3673,0,0,0.2032,0,0,0.126,0,0,0.5837,1,1,0.8182,1,1,0.1424,0,0 +SYN_0473,10026354,2119-10-26 19:39:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0169,10016742,2178-07-23 22:14:00,Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.696,Low,High,"High Alert — note: anxious, pain concern.",0.0973,0,0,0.8305,1,1,0.0964,0,0,0.3451,0,0,0.8272,1,1,0.1824,0,0,0.1037,0,0 +SYN_0276,10019385,2180-02-21 10:15:00,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9108,1,1,0.168,0,0,0.1524,0,0,0.1181,0,0,0.1736,0,0,0.1267,0,0,0.8939,1,1 +SYN_0439,10023771,2113-08-26 13:40:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0194,10016742,2178-07-24 18:16:00,Periods of confusion noted during assessment.,['confused'],['confused'],0.633,Low,Medium,Medium Alert — note: confused.,0.1428,0,0,0.5062,0,0,0.9252,1,1,0.1771,0,0,0.1596,0,0,0.2691,0,0,0.1497,0,0 +SYN_0153,10016742,2178-07-14 12:45:00,Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance. Patient appears improved and more comfortable at this time.,"['calm', 'anxious', 'pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.293,Low,Medium,Medium Alert — note: pain concern.,0.5017,1,0,0.5317,1,0,0.1051,0,0,0.222,0,0,0.617,1,1,0.1108,0,0,0.7167,1,1 +SYN_0278,10019385,2180-02-21 11:22:00,Symptoms appear improved and patient is more settled.,['improvement_stable'],['improvement_stable'],0.064,Low,Low,Low Alert — improvement stable; vitals stable.,0.5538,0,0,0.1803,0,0,0.1665,0,0,0.1489,0,0,0.2548,0,0,0.1579,0,0,0.9254,1,1 +SYN_0287,10019385,2180-02-21 12:36:00,Agitated behavior noted with frequent repositioning and restlessness.,['agitated'],['agitated'],0.711,Low,High,High Alert — note: agitated.,0.1124,0,0,0.4384,0,0,0.1618,0,0,0.9252,1,1,0.3154,0,0,0.1522,0,0,0.1168,0,0 +SYN_0415,10023771,2113-08-26 01:00:00,Irritable and unable to remain settled. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.644,Low,High,"High Alert — note: agitated, pain concern.",0.1193,0,0,0.3184,0,0,0.0954,0,0,0.7418,1,1,0.7067,1,1,0.1095,0,0,0.1415,0,0 +SYN_0372,10019385,2180-02-22 15:00:00,Agitated behavior noted with frequent repositioning and restlessness.,['agitated'],['agitated'],0.711,Low,High,High Alert — note: agitated.,0.1124,0,0,0.4384,0,0,0.1618,0,0,0.9252,1,1,0.3154,0,0,0.1522,0,0,0.1168,0,0 +SYN_0104,10014729,2125-03-01 00:19:00,"Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.098,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.6837,1,1,0.1741,0,0,0.1195,0,0,0.133,0,0,0.5893,1,1,0.12,0,0,0.8056,1,1 +SYN_0366,10019385,2180-02-22 11:30:00,Agitated behavior noted with frequent repositioning and restlessness. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.837,Low,High,"High Alert — note: anxious, agitated.",0.095,0,0,0.8021,1,1,0.2241,0,0,0.8594,1,1,0.3425,0,0,0.182,0,0,0.1006,0,0 +SYN_0075,10014729,2125-02-27 23:54:00,Receiving increased oxygen support (FiO2 about 40%). Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.922,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1153,0,0,0.8614,1,1,0.2349,0,0,0.2679,0,0,0.3225,0,0,0.8627,1,1,0.111,0,0 +SYN_0358,10019385,2180-02-22 11:10:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0531,10016742,2178-07-03 18:19:00,Intermittent confusion noted with repeated redirection needed. Respiratory concern persists with oxygen saturation around 88%.,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.87,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1484,0,0,0.6037,1,1,0.8594,1,1,0.1578,0,0,0.1544,0,0,0.7494,1,1,0.156,0,0 +SYN_0120,10014729,2125-03-01 18:20:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0382,10022880,2177-03-15 05:47:00,Borderline low blood oxygen level noted (PaO2 about 75 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.9,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1656,0,0,0.8573,1,1,0.3696,0,0,0.221,0,0,0.1878,0,0,0.8794,1,1,0.1389,0,0 +SYN_0347,10019385,2180-02-22 07:35:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0413,10023771,2113-08-26 01:00:00,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.163,Low,Low,Low Alert — improvement stable; vitals stable.,0.4611,0,0,0.1653,0,0,0.1156,0,0,0.1227,0,0,0.6619,1,1,0.1315,0,0,0.77,1,1 +SYN_0465,10026354,2119-10-26 07:22:00,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8913,1,1,0.1576,0,0,0.1528,0,0,0.1355,0,0,0.2225,0,0,0.1472,0,0,0.8709,1,1 +SYN_0299,10019385,2180-02-21 15:18:00,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.822,Low,High,"High Alert — note: anxious, agitated.",0.1288,0,0,0.8369,1,1,0.3027,0,0,0.7835,1,1,0.2775,0,0,0.2093,0,0,0.1404,0,0 +SYN_0291,10019385,2180-02-21 14:07:00,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.139,Low,Low,Low Alert — improvement stable; vitals stable.,0.409,0,0,0.1278,0,0,0.0988,0,0,0.1291,0,0,0.686,1,1,0.0962,0,0,0.8359,1,1 +SYN_0343,10019385,2180-02-22 05:51:00,Pain concern noted with visible discomfort. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.077,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7383,1,1,0.1308,0,0,0.0987,0,0,0.142,0,0,0.6705,1,1,0.0977,0,0,0.8292,1,1 +SYN_0447,10025463,2137-10-09 06:14:00,Patient calm and resting comfortably at this time.,['calm'],['calm'],0.024,Low,Low,Low Alert — calm; vitals stable.,0.9173,1,1,0.1902,0,0,0.1931,0,0,0.1429,0,0,0.1635,0,0,0.1689,0,0,0.6488,0,0 +SYN_0319,10019385,2180-02-22 00:46:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0037,10014729,2125-02-27 15:14:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0140,10016742,2178-07-14 12:01:00,Periods of confusion noted during assessment.,['confused'],['confused'],0.633,Low,Medium,Medium Alert — note: confused.,0.1428,0,0,0.5062,0,0,0.9252,1,1,0.1771,0,0,0.1596,0,0,0.2691,0,0,0.1497,0,0 +SYN_0254,10018423,2167-05-06 05:14:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0330,10019385,2180-02-22 03:20:00,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.667,Low,High,"High Alert — note: agitated, pain concern.",0.0981,0,0,0.2228,0,0,0.1043,0,0,0.8308,1,1,0.7655,1,1,0.0813,0,0,0.1184,0,0 +SYN_0060,10014729,2125-02-27 18:53:00,Receiving increased oxygen support (FiO2 about 40%). Appears worried and is unable to fully relax.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.889,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1248,0,0,0.82,1,1,0.2722,0,0,0.2633,0,0,0.224,0,0,0.8623,1,1,0.127,0,0 +SYN_0112,10014729,2125-03-01 06:13:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0350,10019385,2180-02-22 07:36:00,Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.667,Low,High,"High Alert — note: anxious, pain concern.",0.1062,0,0,0.7627,1,1,0.1192,0,0,0.347,0,0,0.7199,1,1,0.2123,0,0,0.1245,0,0 +SYN_0300,10019385,2180-02-21 16:41:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0263,10018423,2167-05-06 13:11:00,Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.631,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1089,0,0,0.7256,1,1,0.1997,0,0,0.2399,0,0,0.7804,1,1,0.1856,0,0,0.1352,0,0 +SYN_0494,10026354,2119-10-27 06:32:00,Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.654,Low,High,"High Alert — note: anxious, pain concern.",0.1075,0,0,0.7765,1,1,0.1198,0,0,0.3374,0,0,0.698,1,1,0.1976,0,0,0.1205,0,0 +SYN_0151,10016742,2178-07-14 12:21:00,Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.626,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1966,0,0,0.7709,1,1,0.1394,0,0,0.3351,0,0,0.7637,1,1,0.1521,0,0,0.1708,0,0 +SYN_0267,10018423,2167-05-06 17:26:00,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.834,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0936,0,0,0.7974,1,1,0.1029,0,0,0.7567,1,1,0.7244,1,1,0.1523,0,0,0.1034,0,0 +SYN_0445,10025463,2137-10-09 01:11:00,Symptoms appear improved and patient is more settled.,['improvement_stable'],['improvement_stable'],0.064,Low,Low,Low Alert — improvement stable; vitals stable.,0.5538,0,0,0.1803,0,0,0.1665,0,0,0.1489,0,0,0.2548,0,0,0.1579,0,0,0.9254,1,1 +SYN_0039,10014729,2125-02-27 16:25:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0365,10019385,2180-02-22 11:30:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0199,10016742,2178-07-24 19:01:00,Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9249,1,1,0.1748,0,0,0.1524,0,0,0.1267,0,0,0.2092,0,0,0.1358,0,0,0.8745,1,1 +SYN_0451,10025463,2137-10-09 15:15:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.799,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1,0,0,0.7691,1,1,0.0929,0,0,0.7383,1,1,0.7043,1,1,0.1315,0,0,0.0888,0,0 +SYN_0147,10016742,2178-07-14 12:20:00,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.146,Low,Low,Low Alert — improvement stable; vitals stable.,0.3903,0,0,0.134,0,0,0.097,0,0,0.1272,0,0,0.6721,1,1,0.1063,0,0,0.8245,1,1 +SYN_0457,10025463,2137-10-09 15:30:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.75,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1091,0,0,0.709,1,1,0.1099,0,0,0.7176,1,1,0.5728,1,1,0.1552,0,0,0.1197,0,0 +SYN_0148,10016742,2178-07-14 12:20:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.82,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0909,0,0,0.8084,1,1,0.0998,0,0,0.7425,1,1,0.7099,1,1,0.1369,0,0,0.0965,0,0 +SYN_0356,10019385,2180-02-22 07:56:00,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.698,Low,High,"High Alert — note: anxious, pain concern.",0.0964,0,0,0.8183,1,1,0.0956,0,0,0.3556,0,0,0.8498,1,1,0.1738,0,0,0.1064,0,0 +SYN_0332,10019385,2180-02-22 03:21:00,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.659,Low,High,"High Alert — note: agitated, pain concern.",0.104,0,0,0.2378,0,0,0.1105,0,0,0.8164,1,1,0.7223,1,1,0.09,0,0,0.1191,0,0 +SYN_0124,10014729,2125-03-01 18:21:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.685,Low,High,"High Alert — note: agitated, pain concern.",0.0929,0,0,0.3074,0,0,0.098,0,0,0.8081,1,1,0.7247,1,1,0.1063,0,0,0.1089,0,0 +SYN_0430,10023771,2113-08-26 08:59:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Pain concern noted with visible discomfort.,"['pain_concern', 'respiratory_distress_concern']","['pain_concern', 'respiratory_distress_concern']",0.797,Low,High,"High Alert — note: pain concern, respiratory distress concern.",0.1063,0,0,0.4996,0,0,0.2691,0,0,0.1139,0,0,0.4832,1,1,0.8678,1,1,0.1193,0,0 +SYN_0097,10014729,2125-02-28 18:37:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.801,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0798,0,0,0.7212,1,1,0.093,0,0,0.8056,1,1,0.6241,1,1,0.1347,0,0,0.0858,0,0 +SYN_0144,10016742,2178-07-14 12:16:00,Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.654,Low,High,"High Alert — note: anxious, pain concern.",0.1075,0,0,0.7765,1,1,0.1198,0,0,0.3374,0,0,0.698,1,1,0.1976,0,0,0.1205,0,0 +SYN_0240,10018423,2167-05-06 04:48:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.741,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1086,0,0,0.6942,1,1,0.1574,0,0,0.67,1,1,0.6397,1,1,0.1234,0,0,0.1055,0,0 +SYN_0368,10019385,2180-02-22 11:31:00,Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.696,Low,High,"High Alert — note: anxious, pain concern.",0.0973,0,0,0.8305,1,1,0.0964,0,0,0.3451,0,0,0.8272,1,1,0.1824,0,0,0.1037,0,0 +SYN_0098,10014729,2125-02-28 18:38:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.001,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8273,1,1,0.1255,0,0,0.1012,0,0,0.1131,0,0,0.479,1,1,0.1008,0,0,0.8163,1,1 +SYN_0530,10023771,2113-08-26 09:20:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"['anxious', 'confused', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1253,0,0,0.6039,1,1,0.8815,1,1,0.1457,0,0,0.1447,1,0,0.9005,1,1,0.126,0,0 +SYN_0294,10019385,2180-02-21 14:37:00,Borderline low blood oxygen level noted (PaO2 about 71 mm Hg). Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.878,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.0844,0,0,0.7978,1,1,0.2084,0,0,0.1941,0,0,0.445,1,1,0.8162,1,1,0.0918,0,0 +SYN_0409,10023771,2113-08-25 21:50:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0123,10014729,2125-03-01 18:21:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0184,10016742,2178-07-24 08:56:00,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Periods of confusion noted during assessment. Patient seems uneasy and asks frequent reassurance questions.","['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",1.0,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.0863,0,0,0.8286,1,1,0.7774,1,1,0.1916,0,0,0.1445,0,0,0.8512,1,1,0.0846,0,0 +SYN_0203,10018423,2167-05-05 16:34:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0247,10018423,2167-05-06 05:02:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.131,Low,Low,Low Alert — improvement stable; vitals stable.,0.3919,0,0,0.1359,0,0,0.0954,0,0,0.118,0,0,0.6546,1,1,0.0951,0,0,0.8309,1,1 +SYN_0355,10019385,2180-02-22 07:56:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.144,Low,Low,Low Alert — improvement stable; vitals stable.,0.4037,0,0,0.1195,0,0,0.0962,0,0,0.1329,0,0,0.7234,1,1,0.0904,0,0,0.8383,1,1 +SYN_0449,10025463,2137-10-09 15:15:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0543,10012853,2176-11-27 04:58:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 37 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.96,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1206,0,0,0.6072,0,1,0.9039,1,1,0.143,0,0,0.1237,0,0,0.9071,1,1,0.1209,0,0 +SYN_0364,10019385,2180-02-22 11:30:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0461,10026354,2119-10-26 06:25:00,Breathless appearance with oxygen saturation near 48%. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.865,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1318,0,0,0.8881,1,1,0.2857,0,0,0.3674,0,0,0.3615,0,0,0.6065,1,1,0.1298,0,0 +SYN_0329,10019385,2180-02-22 03:20:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0126,10016742,2178-07-03 18:19:00,Borderline low blood oxygen level noted (PaO2 about 65 mm Hg). Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.92,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1038,0,0,0.8821,1,1,0.2862,0,0,0.2273,0,0,0.2377,0,0,0.8875,1,1,0.0996,0,0 +SYN_0526,10016742,2178-07-14 12:21:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0224,10018423,2167-05-06 01:48:00,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.838,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0733,0,0,0.754,1,1,0.078,0,0,0.8107,1,1,0.7582,1,1,0.1216,0,0,0.078,0,0 +SYN_0488,10026354,2119-10-27 01:08:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0220,10018423,2167-05-06 00:10:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0130,10016742,2178-07-04 01:03:00,Receiving increased oxygen support (FiO2 about 50%). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.865,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1334,0,0,0.7901,1,1,0.3687,0,0,0.1989,0,0,0.2438,0,0,0.8289,1,1,0.1417,0,0 +SYN_0490,10026354,2119-10-27 01:09:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0334,10019385,2180-02-22 04:30:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0381,10019385,2180-02-22 15:42:00,Patient appears unsettled and intermittently agitated. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated']","['anxious', 'agitated']",0.8,Low,High,"High Alert — note: anxious, agitated.",0.213,0,0,0.8334,1,1,0.242,0,0,0.8281,1,1,0.29,0,0,0.2038,0,0,0.1784,0,0 +SYN_0441,10025463,2137-10-08 20:53:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0336,10019385,2180-02-22 04:30:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0535,10012853,2176-11-27 12:42:00,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 67 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.946,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1481,0,0,0.6238,1,1,0.8607,1,1,0.1512,0,0,0.1187,0,0,0.9088,1,1,0.1451,0,0 +SYN_0341,10019385,2180-02-22 05:50:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0295,10019385,2180-02-21 14:37:00,Borderline low blood oxygen level noted (PaO2 about 71 mm Hg).,['respiratory_distress_concern'],"['anxious', 'respiratory_distress_concern']",0.853,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1227,0,0,0.6577,0,1,0.4345,0,0,0.1198,0,0,0.1432,0,0,0.9586,1,1,0.1246,0,0 +SYN_0500,10026354,2119-10-27 09:00:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0394,10023771,2113-08-25 12:55:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0353,10019385,2180-02-22 07:55:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0113,10014729,2125-03-01 12:00:00,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8341,1,1,0.1063,0,0,0.0877,0,0,0.1079,0,0,0.4615,1,1,0.0871,0,0,0.8709,1,1 +SYN_0180,10016742,2178-07-24 05:08:00,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Looks nervous and remains on edge.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.941,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.111,0,0,0.7905,1,1,0.5719,0,0,0.1782,0,0,0.1488,0,0,0.9101,1,1,0.122,0,0 +SYN_0357,10019385,2180-02-22 07:56:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.649,Low,High,"High Alert — note: agitated, pain concern.",0.1145,0,0,0.3442,0,0,0.1185,0,0,0.7397,1,1,0.6973,1,1,0.0915,0,0,0.1342,0,0 +SYN_0405,10023771,2113-08-25 21:49:00,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.68,Low,High,"High Alert — note: agitated, pain concern.",0.083,0,0,0.2821,0,0,0.0838,0,0,0.824,1,1,0.7648,1,1,0.0797,0,0,0.0991,0,0 +SYN_0383,10022880,2177-03-15 05:47:00,Borderline low blood oxygen level noted (PaO2 about 75 mm Hg). Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.927,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1035,0,0,0.8843,1,1,0.3029,0,0,0.2278,0,0,0.2388,0,0,0.888,1,1,0.0994,0,0 +SYN_0315,10019385,2180-02-21 22:17:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0152,10016742,2178-07-14 12:21:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.649,Low,High,"High Alert — note: agitated, pain concern.",0.1145,0,0,0.3442,0,0,0.1185,0,0,0.7397,1,1,0.6973,1,1,0.0915,0,0,0.1342,0,0 +SYN_0438,10023771,2113-08-26 09:21:00,Appears uncomfortable with ongoing pain concern. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.651,Low,High,"High Alert — note: anxious, pain concern.",0.1043,0,0,0.747,1,1,0.1197,0,0,0.3441,0,0,0.7202,1,1,0.1916,0,0,0.1234,0,0 +SYN_0234,10018423,2167-05-06 03:30:00,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.671,Low,High,"High Alert — note: agitated, pain concern.",0.098,0,0,0.2215,0,0,0.1026,0,0,0.833,1,1,0.7593,1,1,0.0924,0,0,0.1184,0,0 +SYN_0307,10019385,2180-02-21 21:39:00,Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8566,1,1,0.1384,0,0,0.0995,0,0,0.1082,0,0,0.4274,1,1,0.0926,0,0,0.847,1,1 +SYN_0361,10019385,2180-02-22 11:11:00,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.139,Low,Low,Low Alert — improvement stable; vitals stable.,0.409,0,0,0.1278,0,0,0.0988,0,0,0.1291,0,0,0.686,1,1,0.0962,0,0,0.8359,1,1 +SYN_0165,10016742,2178-07-23 17:02:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0318,10019385,2180-02-22 00:45:00,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.769,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.101,0,0,0.722,1,1,0.1802,0,0,0.6733,1,1,0.6528,1,1,0.1401,0,0,0.1206,0,0 +SYN_0137,10016742,2178-07-14 12:00:00,Appears disoriented and needs repeated redirection.,['confused'],['confused'],0.648,Low,High,High Alert — note: confused.,0.1923,0,0,0.4002,0,0,0.8105,1,1,0.2114,0,0,0.2107,0,0,0.4135,0,0,0.2072,0,0 +SYN_0198,10016742,2178-07-24 19:01:00,Patient seems uneasy and asks frequent reassurance questions.,['anxious'],"['anxious', 'pain_concern']",0.795,Low,High,"High Alert — note: anxious, pain concern.",0.1277,0,0,0.9313,1,1,0.1814,0,0,0.4807,0,0,0.4706,0,1,0.3417,0,0,0.1217,0,0 +SYN_0259,10018423,2167-05-06 13:10:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0233,10018423,2167-05-06 03:30:00,Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.616,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1112,0,0,0.7328,1,1,0.2026,0,0,0.2225,0,0,0.7579,1,1,0.1767,0,0,0.132,0,0 +SYN_0116,10014729,2125-03-01 12:01:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0121,10014729,2125-03-01 18:20:00,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.788,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1215,0,0,0.691,1,1,0.1076,0,0,0.814,1,1,0.6815,1,1,0.0996,0,0,0.0946,0,0 +SYN_0406,10023771,2113-08-25 21:49:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0225,10018423,2167-05-06 01:48:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.812,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.091,0,0,0.6932,1,1,0.0977,0,0,0.8008,1,1,0.7412,1,1,0.1177,0,0,0.08,0,0 +SYN_0468,10026354,2119-10-26 08:46:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0489,10026354,2119-10-27 01:08:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.841,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0787,0,0,0.7444,1,1,0.0849,0,0,0.8094,1,1,0.7388,1,1,0.1431,0,0,0.0848,0,0 +SYN_0348,10019385,2180-02-22 07:35:00,Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.798,Low,High,"High Alert — note: anxious, agitated.",0.1395,0,0,0.8221,1,1,0.1737,0,0,0.811,1,1,0.2529,0,0,0.2388,0,0,0.1391,0,0 +SYN_0128,10016742,2178-07-03 21:51:00,Receiving increased oxygen support (FiO2 about 50%). Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.895,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1215,0,0,0.845,1,1,0.2311,0,0,0.2768,0,0,0.3138,0,0,0.8225,1,1,0.118,0,0 +SYN_0544,10023771,2113-08-26 09:21:00,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"['anxious', 'confused', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.951,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1159,0,0,0.6476,1,1,0.8746,1,1,0.1216,0,0,0.1351,1,0,0.8923,1,1,0.1154,0,0 +SYN_0286,10019385,2180-02-21 12:36:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0520,10019385,2180-02-21 14:37:00,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 71 mm Hg).,"['anxious', 'confused', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.964,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1428,0,0,0.6329,1,1,0.8912,1,1,0.1464,0,0,0.1122,1,0,0.9237,1,1,0.1384,0,0 +SYN_0480,10026354,2119-10-26 21:26:00,Patient restless and increasingly agitated during observation. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.83,Low,High,"High Alert — note: anxious, agitated.",0.1094,0,0,0.7556,1,1,0.264,0,0,0.8603,1,1,0.3402,0,0,0.1829,0,0,0.1178,0,0 +SYN_0108,10014729,2125-03-01 06:12:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0432,10023771,2113-08-26 08:59:00,Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.632,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1845,0,0,0.7429,1,1,0.1472,0,0,0.358,0,0,0.7703,1,1,0.1373,0,0,0.1378,0,0 +SYN_0378,10019385,2180-02-22 15:41:00,Agitated behavior noted with frequent repositioning and restlessness.,['agitated'],['agitated'],0.711,Low,High,High Alert — note: agitated.,0.1124,0,0,0.4384,0,0,0.1618,0,0,0.9252,1,1,0.3154,0,0,0.1522,0,0,0.1168,0,0 +SYN_0134,10016742,2178-07-06 12:22:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0423,10023771,2113-08-26 06:56:00,Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9249,1,1,0.1748,0,0,0.1524,0,0,0.1267,0,0,0.2092,0,0,0.1358,0,0,0.8745,1,1 +SYN_0045,10014729,2125-02-27 18:03:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0170,10016742,2178-07-23 22:14:00,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.822,Low,High,"High Alert — note: anxious, agitated.",0.1288,0,0,0.8369,1,1,0.3027,0,0,0.7835,1,1,0.2775,0,0,0.2093,0,0,0.1404,0,0 +SYN_0066,10014729,2125-02-27 21:46:00,Receiving increased oxygen support (FiO2 about 40%). Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.879,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1973,0,0,0.8247,1,1,0.3019,0,0,0.2599,0,0,0.2514,0,0,0.8511,1,1,0.1629,0,0 +SYN_0284,10019385,2180-02-21 12:34:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.649,Low,High,"High Alert — note: agitated, pain concern.",0.1145,0,0,0.3442,0,0,0.1185,0,0,0.7397,1,1,0.6973,1,1,0.0915,0,0,0.1342,0,0 +SYN_0086,10014729,2125-02-28 11:31:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0243,10018423,2167-05-06 04:49:00,Patient appears unsettled and intermittently agitated. Appears worried and is unable to fully relax.,"['anxious', 'agitated']","['anxious', 'agitated']",0.828,Low,High,"High Alert — note: anxious, agitated.",0.1241,0,0,0.8592,1,1,0.1949,0,0,0.8414,1,1,0.2509,0,0,0.2282,0,0,0.1292,0,0 +SYN_0187,10016742,2178-07-24 08:57:00,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Patient confused at times and requires reorientation. Appears worried and is unable to fully relax.","['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",1.0,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.117,0,0,0.8245,1,1,0.7266,1,1,0.23,0,0,0.1139,0,0,0.9047,1,1,0.1182,0,0 +SYN_0448,10025463,2137-10-09 06:14:00,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.075,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7735,1,1,0.2228,0,0,0.1838,0,0,0.1615,0,0,0.3034,0,0,0.1787,0,0,0.869,1,1 +SYN_0160,10016742,2178-07-22 09:28:00,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern. Patient confused at times and requires reorientation. Looks nervous and remains on edge.","['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.99,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1224,0,0,0.7918,1,1,0.7875,1,1,0.1751,0,0,0.1267,0,0,0.8985,1,1,0.1275,0,0 +SYN_0013,10012853,2176-11-27 04:58:00,"Blood gas oxygen level is reduced (PaO2 about 37 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.852,Low,High,High Alert — note: respiratory distress concern.,0.1286,0,0,0.5444,0,0,0.5757,0,0,0.1254,0,0,0.1098,0,0,0.9568,1,1,0.1373,0,0 +SYN_0036,10014729,2125-02-27 15:14:00,"Appears comfortable, cooperative, and settled.",['calm'],[],0.299,Low,Medium,Medium Alert — borderline indicators.,0.6069,1,0,0.3283,0,0,0.2664,0,0,0.258,0,0,0.3146,0,0,0.2471,0,0,0.507,0,0 +SYN_0029,10014729,2125-02-27 11:05:00,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8913,1,1,0.1576,0,0,0.1528,0,0,0.1355,0,0,0.2225,0,0,0.1472,0,0,0.8709,1,1 +SYN_0171,10016742,2178-07-23 22:15:00,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.075,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7204,1,1,0.1434,0,0,0.0995,0,0,0.1357,0,0,0.6432,1,1,0.0903,0,0,0.8063,1,1 +SYN_0143,10016742,2178-07-14 12:15:00,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.822,Low,High,"High Alert — note: anxious, agitated.",0.1288,0,0,0.8369,1,1,0.3027,0,0,0.7835,1,1,0.2775,0,0,0.2093,0,0,0.1404,0,0 +SYN_0464,10026354,2119-10-26 07:22:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0396,10023771,2113-08-25 16:45:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0222,10018423,2167-05-06 00:10:00,Agitated behavior noted with frequent repositioning and restlessness. Looks nervous and remains on edge.,"['anxious', 'agitated']","['anxious', 'agitated']",0.837,Low,High,"High Alert — note: anxious, agitated.",0.095,0,0,0.8021,1,1,0.2241,0,0,0.8594,1,1,0.3425,0,0,0.182,0,0,0.1006,0,0 +SYN_0491,10026354,2119-10-27 01:09:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0096,10014729,2125-02-28 18:37:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0052,10014729,2125-02-27 18:46:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.799,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1,0,0,0.7691,1,1,0.0929,0,0,0.7383,1,1,0.7043,1,1,0.1315,0,0,0.0888,0,0 +SYN_0241,10018423,2167-05-06 04:49:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0434,10023771,2113-08-26 09:20:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.922,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1107,0,0,0.8472,1,1,0.4348,0,0,0.1645,0,0,0.2085,0,0,0.9009,1,1,0.1148,0,0 +SYN_0352,10019385,2180-02-22 07:55:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0443,10025463,2137-10-08 23:23:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0179,10016742,2178-07-24 00:54:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0501,10026354,2119-10-27 09:00:00,Patient appears unsettled and intermittently agitated.,['agitated'],['agitated'],0.717,Low,High,High Alert — note: agitated.,0.1605,0,0,0.5166,0,0,0.2429,0,0,0.8914,1,1,0.2384,0,0,0.1724,0,0,0.1732,0,0 +SYN_0042,10014729,2125-02-27 16:26:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0508,10026354,2119-10-27 12:26:00,Patient complains of pain and remains uneasy. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.164,Low,Low,Low Alert — improvement stable; vitals stable.,0.4562,0,0,0.1662,0,0,0.108,0,0,0.1314,0,0,0.6912,1,1,0.099,0,0,0.7206,1,1 +SYN_0452,10025463,2137-10-09 15:16:00,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.146,Low,Low,Low Alert — improvement stable; vitals stable.,0.3903,0,0,0.134,0,0,0.097,0,0,0.1272,0,0,0.6721,1,1,0.1063,0,0,0.8245,1,1 +SYN_0207,10018423,2167-05-05 19:49:00,"Appears comfortable, cooperative, and settled.",['calm'],[],0.299,Low,Medium,Medium Alert — borderline indicators.,0.6069,1,0,0.3283,0,0,0.2664,0,0,0.258,0,0,0.3146,0,0,0.2471,0,0,0.507,0,0 +SYN_0393,10023771,2113-08-25 11:34:00,Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.03,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8306,1,1,0.1951,0,0,0.1601,0,0,0.1623,0,0,0.3031,0,0,0.1437,0,0,0.8752,1,1 +SYN_0283,10019385,2180-02-21 12:34:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.682,Low,High,"High Alert — note: agitated, pain concern.",0.0892,0,0,0.3146,0,0,0.0911,0,0,0.8183,1,1,0.7205,1,1,0.0902,0,0,0.1002,0,0 +SYN_0359,10019385,2180-02-22 11:10:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.751,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1099,0,0,0.7127,1,1,0.1136,0,0,0.7229,1,1,0.5781,1,1,0.1425,0,0,0.104,0,0 +SYN_0398,10023771,2113-08-25 19:53:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.001,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8273,1,1,0.1255,0,0,0.1012,0,0,0.1131,0,0,0.479,1,1,0.1008,0,0,0.8163,1,1 +SYN_0255,10018423,2167-05-06 05:14:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0481,10026354,2119-10-26 22:08:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0005,10012853,2176-11-26 01:52:00,Borderline low blood oxygen level noted (PaO2 about 77 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.9,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1658,0,0,0.8578,1,1,0.3671,0,0,0.2214,0,0,0.1881,0,0,0.8789,1,1,0.139,0,0 +SYN_0257,10018423,2167-05-06 05:23:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0519,10012853,2176-11-27 06:21:00,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 47 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.932,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1186,0,0,0.6287,0,1,0.8634,1,1,0.1249,0,0,0.1228,0,0,0.8782,1,1,0.1184,0,0 +SYN_0101,10014729,2125-03-01 00:18:00,Patient complains of pain and remains uneasy. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.01,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8547,1,1,0.1515,0,0,0.1022,0,0,0.1204,0,0,0.4939,1,1,0.085,0,0,0.7694,1,1 +SYN_0227,10018423,2167-05-06 01:49:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0497,10026354,2119-10-27 06:33:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0214,10018423,2167-05-05 22:16:00,Patient complains of pain and remains uneasy. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.164,Low,Low,Low Alert — improvement stable; vitals stable.,0.4562,0,0,0.1662,0,0,0.108,0,0,0.1314,0,0,0.6912,1,1,0.099,0,0,0.7206,1,1 +SYN_0536,10016742,2178-07-14 12:00:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,['confused'],"['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,0,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0172,10016742,2178-07-23 22:15:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0099,10014729,2125-02-28 18:38:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.751,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1099,0,0,0.7127,1,1,0.1136,0,0,0.7229,1,1,0.5781,1,1,0.1425,0,0,0.104,0,0 +SYN_0293,10019385,2180-02-21 14:07:00,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.659,Low,High,"High Alert — note: agitated, pain concern.",0.104,0,0,0.2378,0,0,0.1105,0,0,0.8164,1,1,0.7223,1,1,0.09,0,0,0.1191,0,0 +SYN_0216,10018423,2167-05-05 22:16:00,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated']","['anxious', 'agitated']",0.814,Low,High,"High Alert — note: anxious, agitated.",0.1605,0,0,0.8072,1,1,0.1687,0,0,0.8953,1,1,0.3372,0,0,0.1708,0,0,0.1291,0,0 +SYN_0062,10014729,2125-02-27 21:45:00,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort.,"['pain_concern', 'respiratory_distress_concern']","['pain_concern', 'respiratory_distress_concern']",0.737,Low,High,"High Alert — note: pain concern, respiratory distress concern.",0.1233,0,0,0.3673,0,0,0.2032,0,0,0.126,0,0,0.5837,1,1,0.8182,1,1,0.1424,0,0 +SYN_0407,10023771,2113-08-25 21:50:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0048,10014729,2125-02-27 18:45:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0033,10014729,2125-02-27 13:45:00,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9058,1,1,0.1354,0,0,0.1342,0,0,0.1227,0,0,0.1792,0,0,0.119,0,0,0.9217,1,1 +SYN_0418,10023771,2113-08-26 01:01:00,Patient appears unsettled and intermittently agitated. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated']",0.861,Low,High,"High Alert — note: anxious, agitated.",0.1175,0,0,0.8782,1,1,0.1782,0,0,0.8361,1,1,0.374,0,0,0.2311,0,0,0.1155,0,0 +SYN_0268,10018423,2167-05-06 17:27:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0328,10019385,2180-02-22 03:20:00,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.168,Low,Low,Low Alert — improvement stable; vitals stable.,0.3777,0,0,0.1351,0,0,0.1019,0,0,0.1525,0,0,0.711,1,1,0.0871,0,0,0.7803,1,1 +SYN_0201,10018423,2167-05-05 13:46:00,Patient calm and resting comfortably at this time.,['calm'],['calm'],0.024,Low,Low,Low Alert — calm; vitals stable.,0.9173,1,1,0.1902,0,0,0.1931,0,0,0.1429,0,0,0.1635,0,0,0.1689,0,0,0.6488,0,0 +SYN_0135,10016742,2178-07-14 12:00:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0028,10014729,2125-02-27 11:05:00,"Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.039,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7899,1,1,0.2253,0,0,0.1729,0,0,0.1634,0,0,0.2601,0,0,0.1467,0,0,0.8928,1,1 +SYN_0454,10025463,2137-10-09 15:16:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0231,10018423,2167-05-06 02:53:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0261,10018423,2167-05-06 13:10:00,Irritable and unable to remain settled. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.644,Low,High,"High Alert — note: agitated, pain concern.",0.1254,0,0,0.3419,0,0,0.1066,0,0,0.7394,1,1,0.6924,1,1,0.0929,0,0,0.1171,0,0 +SYN_0379,10019385,2180-02-22 15:42:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.131,Low,Low,Low Alert — improvement stable; vitals stable.,0.3919,0,0,0.1359,0,0,0.0954,0,0,0.118,0,0,0.6546,1,1,0.0951,0,0,0.8309,1,1 +SYN_0289,10019385,2180-02-21 14:06:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0419,10023771,2113-08-26 03:37:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0163,10016742,2178-07-23 17:01:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0392,10023771,2113-08-25 11:34:00,Patient calm and resting comfortably at this time.,['calm'],['calm'],0.024,Low,Low,Low Alert — calm; vitals stable.,0.9173,1,1,0.1902,0,0,0.1931,0,0,0.1429,0,0,0.1635,0,0,0.1689,0,0,0.6488,0,0 +SYN_0495,10026354,2119-10-27 06:32:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0139,10016742,2178-07-14 12:01:00,"Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.039,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7899,1,1,0.2253,0,0,0.1729,0,0,0.1634,0,0,0.2601,0,0,0.1467,0,0,0.8928,1,1 +SYN_0063,10014729,2125-02-27 21:45:00,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.885,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1298,0,0,0.8018,1,1,0.3744,0,0,0.1901,0,0,0.2462,0,0,0.8622,1,1,0.1372,0,0 +SYN_0136,10016742,2178-07-14 12:00:00,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9236,1,1,0.1507,0,0,0.1462,0,0,0.107,0,0,0.1952,0,0,0.1368,0,0,0.9046,1,1 +SYN_0129,10016742,2178-07-03 21:51:00,Receiving increased oxygen support (FiO2 about 50%).,['respiratory_distress_concern'],['respiratory_distress_concern'],0.755,Low,High,High Alert — note: respiratory distress concern.,0.1698,0,0,0.4852,0,0,0.3385,0,0,0.1597,0,0,0.2078,0,0,0.8904,1,1,0.1783,0,0 +SYN_0537,10012853,2176-11-26 04:24:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 54 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.94,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1283,0,0,0.601,1,1,0.8711,1,1,0.1493,0,0,0.1314,0,0,0.8872,1,1,0.1295,0,0 +SYN_0009,10012853,2176-11-26 04:24:00,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Patient forgetful and intermittently disoriented.","['confused', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.88,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.136,0,0,0.5777,0,1,0.6,1,0,0.2011,0,0,0.1257,0,0,0.9064,1,1,0.1409,0,0 +SYN_0327,10019385,2180-02-22 03:16:00,Agitated behavior noted with frequent repositioning and restlessness. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated', 'pain_concern']",0.863,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0915,0,0,0.8424,1,1,0.1292,0,0,0.8839,1,1,0.419,0,1,0.201,0,0,0.0878,0,0 +SYN_0345,10019385,2180-02-22 05:51:00,Irritable and unable to remain settled. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.644,Low,High,"High Alert — note: agitated, pain concern.",0.1193,0,0,0.3184,0,0,0.0954,0,0,0.7418,1,1,0.7067,1,1,0.1095,0,0,0.1415,0,0 +SYN_0065,10014729,2125-02-27 21:46:00,Receiving increased oxygen support (FiO2 about 40%). Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.816,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.1537,0,0,0.7159,1,1,0.1951,0,0,0.2159,0,0,0.5796,1,1,0.7043,1,1,0.1413,0,0 +SYN_0301,10019385,2180-02-21 16:41:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0015,10012853,2176-11-27 04:58:00,Patient confused at times and requires reorientation.,['confused'],"['anxious', 'confused', 'respiratory_distress_concern']",0.767,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.2192,0,0,0.5632,0,1,0.8463,1,1,0.2469,0,0,0.1704,0,0,0.5375,0,1,0.2264,0,0 +SYN_0157,10016742,2178-07-14 12:46:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0041,10014729,2125-02-27 16:26:00,Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.133,Low,Low,Low Alert — improvement stable; vitals stable.,0.508,0,0,0.1622,0,0,0.1092,0,0,0.1109,0,0,0.6565,1,1,0.115,0,0,0.7883,1,1 +SYN_0380,10019385,2180-02-22 15:42:00,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.658,Low,High,"High Alert — note: anxious, pain concern.",0.1045,0,0,0.748,1,1,0.1273,0,0,0.3718,0,0,0.7112,1,1,0.1717,0,0,0.101,0,0 +SYN_0188,10016742,2178-07-24 08:57:00,Patient confused at times and requires reorientation.,['confused'],"['anxious', 'confused', 'respiratory_distress_concern']",0.767,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.2192,0,0,0.5632,0,1,0.8463,1,1,0.2469,0,0,0.1704,0,0,0.5375,0,1,0.2264,0,0 +SYN_0469,10026354,2119-10-26 09:12:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0217,10018423,2167-05-05 22:17:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0410,10023771,2113-08-25 22:55:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0280,10019385,2180-02-21 12:33:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0507,10026354,2119-10-27 12:25:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0503,10026354,2119-10-27 09:01:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0338,10019385,2180-02-22 04:31:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0237,10018423,2167-05-06 03:31:00,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.671,Low,High,"High Alert — note: agitated, pain concern.",0.098,0,0,0.2215,0,0,0.1026,0,0,0.833,1,1,0.7593,1,1,0.0924,0,0,0.1184,0,0 +SYN_0208,10018423,2167-05-05 19:49:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0213,10018423,2167-05-05 22:15:00,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.68,Low,High,"High Alert — note: agitated, pain concern.",0.083,0,0,0.2821,0,0,0.0838,0,0,0.824,1,1,0.7648,1,1,0.0797,0,0,0.0991,0,0 +SYN_0296,10019385,2180-02-21 14:37:00,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.823,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0759,0,0,0.7366,1,1,0.0874,0,0,0.8,1,1,0.7274,1,1,0.1199,0,0,0.0692,0,0 +SYN_0522,10016742,2178-07-24 18:15:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0252,10018423,2167-05-06 05:13:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.82,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0909,0,0,0.8084,1,1,0.0998,0,0,0.7425,1,1,0.7099,1,1,0.1369,0,0,0.0965,0,0 +SYN_0545,10016742,2178-07-24 08:56:00,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.959,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1443,0,0,0.6209,1,1,0.8831,1,1,0.1562,0,0,0.1138,0,0,0.9181,1,1,0.1405,0,0 +SYN_0462,10026354,2119-10-26 06:25:00,Increased work of breathing noted with low oxygen saturation around 48%. Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'respiratory_distress_concern']","['anxious', 'agitated', 'respiratory_distress_concern']",0.865,Low,High,"High Alert — note: anxious, agitated, respiratory distress concern.",0.1293,0,0,0.7069,1,1,0.3129,0,0,0.5939,1,1,0.2303,0,0,0.5589,1,1,0.1318,0,0 +SYN_0456,10025463,2137-10-09 15:30:00,Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.716,Low,High,"High Alert — note: anxious, pain concern.",0.0986,0,0,0.8185,1,1,0.0969,0,0,0.3692,0,0,0.8413,1,1,0.2033,0,0,0.1106,0,0 +SYN_0551,10012853,2176-11-28 05:57:00,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 68 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.937,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1187,0,0,0.6428,1,1,0.8645,1,1,0.1248,0,0,0.1221,0,0,0.8794,1,1,0.1186,0,0 +SYN_0304,10019385,2180-02-21 17:15:00,Overall presentation is stable with less visible distress. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9089,1,1,0.1754,0,0,0.1612,0,0,0.1266,0,0,0.243,0,0,0.1623,0,0,0.8483,1,1 +SYN_0351,10019385,2180-02-22 07:36:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.759,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1671,0,0,0.73,1,1,0.1131,0,0,0.7536,1,1,0.6547,1,1,0.117,0,0,0.1483,0,0 +SYN_0270,10018423,2167-05-06 17:27:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0446,10025463,2137-10-09 01:11:00,Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8776,1,1,0.146,0,0,0.1485,0,0,0.1418,0,0,0.2808,0,0,0.1412,0,0,0.8772,1,1 +SYN_0202,10018423,2167-05-05 13:46:00,Overall presentation is stable with less visible distress. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9089,1,1,0.1754,0,0,0.1612,0,0,0.1266,0,0,0.243,0,0,0.1623,0,0,0.8483,1,1 +SYN_0162,10016742,2178-07-23 17:01:00,Appears uncomfortable with ongoing pain concern. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8678,1,1,0.145,0,0,0.1002,0,0,0.113,0,0,0.4944,1,1,0.0899,0,0,0.8113,1,1 +SYN_0044,10014729,2125-02-27 18:03:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0218,10018423,2167-05-05 22:17:00,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.658,Low,High,"High Alert — note: anxious, pain concern.",0.1045,0,0,0.748,1,1,0.1273,0,0,0.3718,0,0,0.7112,1,1,0.1717,0,0,0.101,0,0 +SYN_0402,10023771,2113-08-25 19:54:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0191,10016742,2178-07-24 18:15:00,Periods of confusion noted during assessment. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'confused']","['anxious', 'confused']",0.804,Low,High,"High Alert — note: anxious, confused.",0.1065,0,0,0.8701,1,1,0.7466,1,1,0.313,0,0,0.2779,0,0,0.2917,0,0,0.1029,0,0 +SYN_0477,10026354,2119-10-26 21:25:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.792,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1271,0,0,0.7115,1,1,0.1048,0,0,0.8131,1,1,0.6739,1,1,0.1093,0,0,0.1122,0,0 +SYN_0310,10019385,2180-02-21 21:40:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0260,10018423,2167-05-06 13:10:00,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.698,Low,High,"High Alert — note: anxious, pain concern.",0.0964,0,0,0.8183,1,1,0.0956,0,0,0.3556,0,0,0.8498,1,1,0.1738,0,0,0.1064,0,0 +SYN_0106,10014729,2125-03-01 00:19:00,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.659,Low,High,"High Alert — note: agitated, pain concern.",0.104,0,0,0.2378,0,0,0.1105,0,0,0.8164,1,1,0.7223,1,1,0.09,0,0,0.1191,0,0 +SYN_0054,10014729,2125-02-27 18:48:00,Receiving increased oxygen support (FiO2 about 40%). Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.922,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1153,0,0,0.8614,1,1,0.2349,0,0,0.2679,0,0,0.3225,0,0,0.8627,1,1,0.111,0,0 +SYN_0390,10023771,2113-08-25 10:10:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0002,10012853,2175-04-05 06:45:00,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.075,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7735,1,1,0.2228,0,0,0.1838,0,0,0.1615,0,0,0.3034,0,0,0.1787,0,0,0.869,1,1 +SYN_0514,10029484,2160-11-08 03:25:00,Increased work of breathing noted with low oxygen saturation around 40%. Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.823,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1424,0,0,0.6801,1,1,0.5017,0,0,0.2259,0,0,0.2645,0,0,0.7054,1,1,0.1546,0,0 +SYN_0360,10019385,2180-02-22 11:10:00,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.838,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0733,0,0,0.754,1,1,0.078,0,0,0.8107,1,1,0.7582,1,1,0.1216,0,0,0.078,0,0 +SYN_0050,10014729,2125-02-27 18:46:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0420,10023771,2113-08-26 03:37:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0081,10014729,2125-02-28 00:50:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.767,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.149,0,0,0.6355,1,1,0.1242,0,0,0.808,1,1,0.6894,1,1,0.0998,0,0,0.1127,0,0 +SYN_0206,10018423,2167-05-05 17:57:00,Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.03,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8306,1,1,0.1951,0,0,0.1601,0,0,0.1623,0,0,0.3031,0,0,0.1437,0,0,0.8752,1,1 +SYN_0035,10014729,2125-02-27 15:11:00,Mild respiratory concern noted with oxygen saturation around 91%.,['respiratory_distress_concern'],['respiratory_distress_concern'],0.78,Low,High,High Alert — note: respiratory distress concern.,0.1618,0,0,0.4871,0,0,0.5156,0,0,0.1897,0,0,0.2656,0,0,0.7715,1,1,0.1744,0,0 +SYN_0431,10023771,2113-08-26 08:59:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg).,['respiratory_distress_concern'],"['anxious', 'respiratory_distress_concern']",0.847,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1316,0,0,0.6407,0,1,0.4253,0,0,0.1287,0,0,0.1753,0,0,0.9442,1,1,0.1344,0,0 +SYN_0264,10018423,2167-05-06 13:11:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.753,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1007,0,0,0.727,1,1,0.1798,0,0,0.6548,1,1,0.6315,1,1,0.1319,0,0,0.1166,0,0 +SYN_0428,10023771,2113-08-26 08:05:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0455,10025463,2137-10-09 15:30:00,"Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.089,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.6828,1,1,0.1802,0,0,0.1072,0,0,0.1457,0,0,0.588,1,1,0.1033,0,0,0.8326,1,1 +SYN_0444,10025463,2137-10-08 23:23:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0367,10019385,2180-02-22 11:31:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0092,10014729,2125-02-28 11:47:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0340,10019385,2180-02-22 05:50:00,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.168,Low,Low,Low Alert — improvement stable; vitals stable.,0.3777,0,0,0.1351,0,0,0.1019,0,0,0.1525,0,0,0.711,1,1,0.0871,0,0,0.7803,1,1 +SYN_0534,10023771,2113-08-26 08:59:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"['anxious', 'confused', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1253,0,0,0.6039,1,1,0.8815,1,1,0.1457,0,0,0.1447,1,0,0.9005,1,1,0.126,0,0 +SYN_0053,10014729,2125-02-27 18:48:00,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.839,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.1011,0,0,0.7266,1,1,0.1696,0,0,0.2205,0,0,0.5279,1,1,0.7516,1,1,0.112,0,0 +SYN_0346,10019385,2180-02-22 07:35:00,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.163,Low,Low,Low Alert — improvement stable; vitals stable.,0.4611,0,0,0.1653,0,0,0.1156,0,0,0.1227,0,0,0.6619,1,1,0.1315,0,0,0.77,1,1 +SYN_0265,10018423,2167-05-06 17:26:00,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.039,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8154,1,1,0.1743,0,0,0.1002,0,0,0.1166,0,0,0.5843,1,1,0.0858,0,0,0.8136,1,1 +SYN_0506,10026354,2119-10-27 12:25:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0242,10018423,2167-05-06 04:49:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0014,10012853,2176-11-27 04:58:00,"Blood gas oxygen level is reduced (PaO2 about 37 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.932,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1057,0,0,0.8232,1,1,0.438,0,0,0.2258,0,0,0.1335,0,0,0.9129,1,1,0.1097,0,0 +SYN_0316,10019385,2180-02-22 00:45:00,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.139,Low,Low,Low Alert — improvement stable; vitals stable.,0.409,0,0,0.1278,0,0,0.0988,0,0,0.1291,0,0,0.686,1,1,0.0962,0,0,0.8359,1,1 +SYN_0388,10023771,2113-08-25 09:10:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0274,10019385,2180-02-21 09:38:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0167,10016742,2178-07-23 17:02:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0548,10016742,2178-07-24 05:08:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.124,0,0,0.5954,0,1,0.8942,1,1,0.1538,0,0,0.125,0,0,0.9005,1,1,0.1246,0,0 +SYN_0485,10026354,2119-10-26 22:09:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0539,10016742,2178-07-24 00:54:00,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.7,Low,High,"High Alert — note: anxious, confused.",0.1762,0,0,0.6399,1,1,0.9066,1,1,0.1862,0,0,0.1491,0,0,0.354,0,0,0.179,0,0 +SYN_0505,10026354,2119-10-27 12:25:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.144,Low,Low,Low Alert — improvement stable; vitals stable.,0.4037,0,0,0.1195,0,0,0.0962,0,0,0.1329,0,0,0.7234,1,1,0.0904,0,0,0.8383,1,1 +SYN_0244,10018423,2167-05-06 05:01:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0190,10016742,2178-07-24 18:15:00,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9108,1,1,0.168,0,0,0.1524,0,0,0.1181,0,0,0.1736,0,0,0.1267,0,0,0.8939,1,1 +SYN_0476,10026354,2119-10-26 21:25:00,Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.716,Low,High,"High Alert — note: anxious, pain concern.",0.0986,0,0,0.8185,1,1,0.0969,0,0,0.3692,0,0,0.8413,1,1,0.2033,0,0,0.1106,0,0 +SYN_0511,10029484,2160-11-08 00:53:00,"Blood gas oxygen level is reduced (PaO2 about 58 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.852,Low,High,High Alert — note: respiratory distress concern.,0.1286,0,0,0.5444,0,0,0.5757,0,0,0.1254,0,0,0.1098,0,0,0.9568,1,1,0.1373,0,0 +SYN_0059,10014729,2125-02-27 18:53:00,Receiving increased oxygen support (FiO2 about 40%). Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.833,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.0994,0,0,0.746,1,1,0.1673,0,0,0.2151,0,0,0.51,1,1,0.7421,1,1,0.1066,0,0 +SYN_0475,10026354,2119-10-26 21:25:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.074,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7303,1,1,0.1276,0,0,0.0971,0,0,0.1396,0,0,0.684,1,1,0.0871,0,0,0.8288,1,1 +SYN_0253,10018423,2167-05-06 05:14:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0022,10012853,2176-11-27 15:43:00,"Blood gas oxygen level is reduced (PaO2 about 45 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.932,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1057,0,0,0.8232,1,1,0.438,0,0,0.2258,0,0,0.1335,0,0,0.9129,1,1,0.1097,0,0 +SYN_0314,10019385,2180-02-21 22:17:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0460,10025463,2137-10-09 15:31:00,Patient appears unsettled and intermittently agitated. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated']",0.861,Low,High,"High Alert — note: anxious, agitated.",0.1175,0,0,0.8782,1,1,0.1782,0,0,0.8361,1,1,0.374,0,0,0.2311,0,0,0.1155,0,0 +SYN_0161,10016742,2178-07-22 09:28:00,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern. Appears disoriented and needs repeated redirection. Patient appears anxious and repeatedly seeks reassurance.","['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.939,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1531,0,0,0.7329,1,1,0.7119,1,1,0.1996,0,0,0.14,0,0,0.8637,1,1,0.1373,0,0 +SYN_0277,10019385,2180-02-21 11:22:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0192,10016742,2178-07-24 18:16:00,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9058,1,1,0.1354,0,0,0.1342,0,0,0.1227,0,0,0.1792,0,0,0.119,0,0,0.9217,1,1 +SYN_0386,10023771,2113-08-25 07:29:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0414,10023771,2113-08-26 01:00:00,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.671,Low,High,"High Alert — note: agitated, pain concern.",0.098,0,0,0.2215,0,0,0.1026,0,0,0.833,1,1,0.7593,1,1,0.0924,0,0,0.1184,0,0 +SYN_0492,10026354,2119-10-27 01:09:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0344,10019385,2180-02-22 05:51:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0309,10019385,2180-02-21 21:39:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0131,10016742,2178-07-04 01:03:00,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Agitated behavior noted with frequent repositioning and restlessness. Patient seems uneasy and asks frequent reassurance questions.","['anxious', 'agitated', 'respiratory_distress_concern']","['anxious', 'agitated', 'respiratory_distress_concern']",1.0,Low,High,"High Alert — note: anxious, agitated, respiratory distress concern.",0.0786,0,0,0.8076,1,1,0.2988,0,0,0.6079,1,1,0.2084,0,0,0.7969,1,1,0.0771,0,0 +SYN_0100,10014729,2125-02-28 18:38:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0373,10019385,2180-02-22 15:01:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0088,10014729,2125-02-28 11:31:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.685,Low,High,"High Alert — note: agitated, pain concern.",0.0929,0,0,0.3074,0,0,0.098,0,0,0.8081,1,1,0.7247,1,1,0.1063,0,0,0.1089,0,0 +SYN_0459,10025463,2137-10-09 15:31:00,Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.621,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1051,0,0,0.7196,1,1,0.1936,0,0,0.2438,0,0,0.7968,1,1,0.1601,0,0,0.1375,0,0 +SYN_0331,10019385,2180-02-22 03:21:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0215,10018423,2167-05-05 22:16:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0467,10026354,2119-10-26 08:46:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.635,Low,Medium,"Medium Alert — note: agitated, pain concern.",0.1247,0,0,0.3207,0,0,0.0982,0,0,0.7379,1,1,0.7049,1,1,0.0958,0,0,0.1436,0,0 +SYN_0122,10014729,2125-03-01 18:21:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0021,10012853,2176-11-27 15:43:00,"Blood gas oxygen level is reduced (PaO2 about 45 mm Hg), with respiratory concern. Looks nervous and remains on edge.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.943,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1071,0,0,0.8103,1,1,0.5586,0,0,0.1686,0,0,0.1497,0,0,0.9163,1,1,0.1185,0,0 +SYN_0072,10014729,2125-02-27 23:14:00,Receiving increased oxygen support (FiO2 about 40%).,['respiratory_distress_concern'],['respiratory_distress_concern'],0.783,Low,High,High Alert — note: respiratory distress concern.,0.1609,0,0,0.5087,0,0,0.3499,0,0,0.1471,0,0,0.2113,0,0,0.9273,1,1,0.1677,0,0 +SYN_0107,10014729,2125-03-01 06:12:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.131,Low,Low,Low Alert — improvement stable; vitals stable.,0.3919,0,0,0.1359,0,0,0.0954,0,0,0.118,0,0,0.6546,1,1,0.0951,0,0,0.8309,1,1 +SYN_0271,10019385,2180-02-21 08:02:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0436,10023771,2113-08-26 09:21:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.859,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.1269,0,0,0.7836,1,1,0.2403,0,0,0.1966,0,0,0.4914,1,1,0.7623,1,1,0.1015,0,0 +SYN_0103,10014729,2125-03-01 00:18:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 diff --git a/AI Guardian/emotional_tagging_and_alert_system/predictions_test.csv b/AI Guardian/emotional_tagging_and_alert_system/predictions_test.csv new file mode 100644 index 000000000..b5934fb62 --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/predictions_test.csv @@ -0,0 +1,113 @@ +note_id,subject_id,anchor_time,synthetic_note,true_tags,pred_tags,text_concern,vitals_risk,final_alert,explanation,prob_calm,true_calm,pred_calm,prob_anxious,true_anxious,pred_anxious,prob_confused,true_confused,pred_confused,prob_agitated,true_agitated,pred_agitated,prob_pain_concern,true_pain_concern,pred_pain_concern,prob_respiratory_distress_concern,true_respiratory_distress_concern,pred_respiratory_distress_concern,prob_improvement_stable,true_improvement_stable,pred_improvement_stable +SYN_0139,10016742,2178-07-14 12:01:00,"Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.039,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7899,1,1,0.2253,0,0,0.1729,0,0,0.1634,0,0,0.2601,0,0,0.1467,0,0,0.8928,1,1 +SYN_0063,10014729,2125-02-27 21:45:00,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.885,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1298,0,0,0.8018,1,1,0.3744,0,0,0.1901,0,0,0.2462,0,0,0.8622,1,1,0.1372,0,0 +SYN_0136,10016742,2178-07-14 12:00:00,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9236,1,1,0.1507,0,0,0.1462,0,0,0.107,0,0,0.1952,0,0,0.1368,0,0,0.9046,1,1 +SYN_0129,10016742,2178-07-03 21:51:00,Receiving increased oxygen support (FiO2 about 50%).,['respiratory_distress_concern'],['respiratory_distress_concern'],0.755,Low,High,High Alert — note: respiratory distress concern.,0.1698,0,0,0.4852,0,0,0.3385,0,0,0.1597,0,0,0.2078,0,0,0.8904,1,1,0.1783,0,0 +SYN_0537,10012853,2176-11-26 04:24:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 54 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.94,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1283,0,0,0.601,1,1,0.8711,1,1,0.1493,0,0,0.1314,0,0,0.8872,1,1,0.1295,0,0 +SYN_0009,10012853,2176-11-26 04:24:00,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Patient forgetful and intermittently disoriented.","['confused', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.88,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.136,0,0,0.5777,0,1,0.6,1,0,0.2011,0,0,0.1257,0,0,0.9064,1,1,0.1409,0,0 +SYN_0327,10019385,2180-02-22 03:16:00,Agitated behavior noted with frequent repositioning and restlessness. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated', 'pain_concern']",0.863,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0915,0,0,0.8424,1,1,0.1292,0,0,0.8839,1,1,0.419,0,1,0.201,0,0,0.0878,0,0 +SYN_0345,10019385,2180-02-22 05:51:00,Irritable and unable to remain settled. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.644,Low,High,"High Alert — note: agitated, pain concern.",0.1193,0,0,0.3184,0,0,0.0954,0,0,0.7418,1,1,0.7067,1,1,0.1095,0,0,0.1415,0,0 +SYN_0065,10014729,2125-02-27 21:46:00,Receiving increased oxygen support (FiO2 about 40%). Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.816,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.1537,0,0,0.7159,1,1,0.1951,0,0,0.2159,0,0,0.5796,1,1,0.7043,1,1,0.1413,0,0 +SYN_0301,10019385,2180-02-21 16:41:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0015,10012853,2176-11-27 04:58:00,Patient confused at times and requires reorientation.,['confused'],"['anxious', 'confused', 'respiratory_distress_concern']",0.767,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.2192,0,0,0.5632,0,1,0.8463,1,1,0.2469,0,0,0.1704,0,0,0.5375,0,1,0.2264,0,0 +SYN_0157,10016742,2178-07-14 12:46:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0041,10014729,2125-02-27 16:26:00,Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.133,Low,Low,Low Alert — improvement stable; vitals stable.,0.508,0,0,0.1622,0,0,0.1092,0,0,0.1109,0,0,0.6565,1,1,0.115,0,0,0.7883,1,1 +SYN_0380,10019385,2180-02-22 15:42:00,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.658,Low,High,"High Alert — note: anxious, pain concern.",0.1045,0,0,0.748,1,1,0.1273,0,0,0.3718,0,0,0.7112,1,1,0.1717,0,0,0.101,0,0 +SYN_0188,10016742,2178-07-24 08:57:00,Patient confused at times and requires reorientation.,['confused'],"['anxious', 'confused', 'respiratory_distress_concern']",0.767,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.2192,0,0,0.5632,0,1,0.8463,1,1,0.2469,0,0,0.1704,0,0,0.5375,0,1,0.2264,0,0 +SYN_0469,10026354,2119-10-26 09:12:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0217,10018423,2167-05-05 22:17:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0410,10023771,2113-08-25 22:55:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0280,10019385,2180-02-21 12:33:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0507,10026354,2119-10-27 12:25:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.665,Low,High,"High Alert — note: agitated, pain concern.",0.1102,0,0,0.2433,0,0,0.113,0,0,0.821,1,1,0.7434,1,1,0.0798,0,0,0.1015,0,0 +SYN_0503,10026354,2119-10-27 09:01:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0338,10019385,2180-02-22 04:31:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0237,10018423,2167-05-06 03:31:00,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.671,Low,High,"High Alert — note: agitated, pain concern.",0.098,0,0,0.2215,0,0,0.1026,0,0,0.833,1,1,0.7593,1,1,0.0924,0,0,0.1184,0,0 +SYN_0208,10018423,2167-05-05 19:49:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0213,10018423,2167-05-05 22:15:00,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.68,Low,High,"High Alert — note: agitated, pain concern.",0.083,0,0,0.2821,0,0,0.0838,0,0,0.824,1,1,0.7648,1,1,0.0797,0,0,0.0991,0,0 +SYN_0296,10019385,2180-02-21 14:37:00,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.823,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0759,0,0,0.7366,1,1,0.0874,0,0,0.8,1,1,0.7274,1,1,0.1199,0,0,0.0692,0,0 +SYN_0522,10016742,2178-07-24 18:15:00,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.656,Low,High,"High Alert — note: anxious, confused.",0.1381,0,0,0.6541,1,1,0.9142,1,1,0.1505,0,0,0.1529,0,0,0.2566,0,0,0.144,0,0 +SYN_0252,10018423,2167-05-06 05:13:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.82,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0909,0,0,0.8084,1,1,0.0998,0,0,0.7425,1,1,0.7099,1,1,0.1369,0,0,0.0965,0,0 +SYN_0545,10016742,2178-07-24 08:56:00,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.959,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1443,0,0,0.6209,1,1,0.8831,1,1,0.1562,0,0,0.1138,0,0,0.9181,1,1,0.1405,0,0 +SYN_0462,10026354,2119-10-26 06:25:00,Increased work of breathing noted with low oxygen saturation around 48%. Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"['anxious', 'agitated', 'respiratory_distress_concern']","['anxious', 'agitated', 'respiratory_distress_concern']",0.865,Low,High,"High Alert — note: anxious, agitated, respiratory distress concern.",0.1293,0,0,0.7069,1,1,0.3129,0,0,0.5939,1,1,0.2303,0,0,0.5589,1,1,0.1318,0,0 +SYN_0456,10025463,2137-10-09 15:30:00,Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.716,Low,High,"High Alert — note: anxious, pain concern.",0.0986,0,0,0.8185,1,1,0.0969,0,0,0.3692,0,0,0.8413,1,1,0.2033,0,0,0.1106,0,0 +SYN_0551,10012853,2176-11-28 05:57:00,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 68 mm Hg).,"['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.937,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1187,0,0,0.6428,1,1,0.8645,1,1,0.1248,0,0,0.1221,0,0,0.8794,1,1,0.1186,0,0 +SYN_0304,10019385,2180-02-21 17:15:00,Overall presentation is stable with less visible distress. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9089,1,1,0.1754,0,0,0.1612,0,0,0.1266,0,0,0.243,0,0,0.1623,0,0,0.8483,1,1 +SYN_0351,10019385,2180-02-22 07:36:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.759,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1671,0,0,0.73,1,1,0.1131,0,0,0.7536,1,1,0.6547,1,1,0.117,0,0,0.1483,0,0 +SYN_0270,10018423,2167-05-06 17:27:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0446,10025463,2137-10-09 01:11:00,Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8776,1,1,0.146,0,0,0.1485,0,0,0.1418,0,0,0.2808,0,0,0.1412,0,0,0.8772,1,1 +SYN_0202,10018423,2167-05-05 13:46:00,Overall presentation is stable with less visible distress. Observed to be relaxed with no acute behavioral concern.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9089,1,1,0.1754,0,0,0.1612,0,0,0.1266,0,0,0.243,0,0,0.1623,0,0,0.8483,1,1 +SYN_0162,10016742,2178-07-23 17:01:00,Appears uncomfortable with ongoing pain concern. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8678,1,1,0.145,0,0,0.1002,0,0,0.113,0,0,0.4944,1,1,0.0899,0,0,0.8113,1,1 +SYN_0044,10014729,2125-02-27 18:03:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0218,10018423,2167-05-05 22:17:00,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.658,Low,High,"High Alert — note: anxious, pain concern.",0.1045,0,0,0.748,1,1,0.1273,0,0,0.3718,0,0,0.7112,1,1,0.1717,0,0,0.101,0,0 +SYN_0402,10023771,2113-08-25 19:54:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0191,10016742,2178-07-24 18:15:00,Periods of confusion noted during assessment. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'confused']","['anxious', 'confused']",0.804,Low,High,"High Alert — note: anxious, confused.",0.1065,0,0,0.8701,1,1,0.7466,1,1,0.313,0,0,0.2779,0,0,0.2917,0,0,0.1029,0,0 +SYN_0477,10026354,2119-10-26 21:25:00,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.792,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1271,0,0,0.7115,1,1,0.1048,0,0,0.8131,1,1,0.6739,1,1,0.1093,0,0,0.1122,0,0 +SYN_0310,10019385,2180-02-21 21:40:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0260,10018423,2167-05-06 13:10:00,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.698,Low,High,"High Alert — note: anxious, pain concern.",0.0964,0,0,0.8183,1,1,0.0956,0,0,0.3556,0,0,0.8498,1,1,0.1738,0,0,0.1064,0,0 +SYN_0106,10014729,2125-03-01 00:19:00,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.659,Low,High,"High Alert — note: agitated, pain concern.",0.104,0,0,0.2378,0,0,0.1105,0,0,0.8164,1,1,0.7223,1,1,0.09,0,0,0.1191,0,0 +SYN_0054,10014729,2125-02-27 18:48:00,Receiving increased oxygen support (FiO2 about 40%). Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.922,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1153,0,0,0.8614,1,1,0.2349,0,0,0.2679,0,0,0.3225,0,0,0.8627,1,1,0.111,0,0 +SYN_0390,10023771,2113-08-25 10:10:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0002,10012853,2175-04-05 06:45:00,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.075,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7735,1,1,0.2228,0,0,0.1838,0,0,0.1615,0,0,0.3034,0,0,0.1787,0,0,0.869,1,1 +SYN_0514,10029484,2160-11-08 03:25:00,Increased work of breathing noted with low oxygen saturation around 40%. Looks nervous and remains on edge.,"['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.823,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1424,0,0,0.6801,1,1,0.5017,0,0,0.2259,0,0,0.2645,0,0,0.7054,1,1,0.1546,0,0 +SYN_0360,10019385,2180-02-22 11:10:00,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.838,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.0733,0,0,0.754,1,1,0.078,0,0,0.8107,1,1,0.7582,1,1,0.1216,0,0,0.078,0,0 +SYN_0050,10014729,2125-02-27 18:46:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0420,10023771,2113-08-26 03:37:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0081,10014729,2125-02-28 00:50:00,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.767,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.149,0,0,0.6355,1,1,0.1242,0,0,0.808,1,1,0.6894,1,1,0.0998,0,0,0.1127,0,0 +SYN_0206,10018423,2167-05-05 17:57:00,Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.03,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8306,1,1,0.1951,0,0,0.1601,0,0,0.1623,0,0,0.3031,0,0,0.1437,0,0,0.8752,1,1 +SYN_0035,10014729,2125-02-27 15:11:00,Mild respiratory concern noted with oxygen saturation around 91%.,['respiratory_distress_concern'],['respiratory_distress_concern'],0.78,Low,High,High Alert — note: respiratory distress concern.,0.1618,0,0,0.4871,0,0,0.5156,0,0,0.1897,0,0,0.2656,0,0,0.7715,1,1,0.1744,0,0 +SYN_0431,10023771,2113-08-26 08:59:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg).,['respiratory_distress_concern'],"['anxious', 'respiratory_distress_concern']",0.847,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1316,0,0,0.6407,0,1,0.4253,0,0,0.1287,0,0,0.1753,0,0,0.9442,1,1,0.1344,0,0 +SYN_0264,10018423,2167-05-06 13:11:00,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"['anxious', 'agitated', 'pain_concern']","['anxious', 'agitated', 'pain_concern']",0.753,Low,High,"High Alert — note: anxious, agitated, pain concern.",0.1007,0,0,0.727,1,1,0.1798,0,0,0.6548,1,1,0.6315,1,1,0.1319,0,0,0.1166,0,0 +SYN_0428,10023771,2113-08-26 08:05:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0455,10025463,2137-10-09 15:30:00,"Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.089,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.6828,1,1,0.1802,0,0,0.1072,0,0,0.1457,0,0,0.588,1,1,0.1033,0,0,0.8326,1,1 +SYN_0444,10025463,2137-10-08 23:23:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0367,10019385,2180-02-22 11:31:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0092,10014729,2125-02-28 11:47:00,Reports discomfort and appears uncomfortable.,['pain_concern'],['pain_concern'],0.373,Low,Medium,Medium Alert — note: pain concern.,0.117,0,0,0.1777,0,0,0.0843,0,0,0.1352,0,0,0.9353,1,1,0.0902,0,0,0.1482,0,0 +SYN_0340,10019385,2180-02-22 05:50:00,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.168,Low,Low,Low Alert — improvement stable; vitals stable.,0.3777,0,0,0.1351,0,0,0.1019,0,0,0.1525,0,0,0.711,1,1,0.0871,0,0,0.7803,1,1 +SYN_0534,10023771,2113-08-26 08:59:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"['anxious', 'confused', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1253,0,0,0.6039,1,1,0.8815,1,1,0.1457,0,0,0.1447,1,0,0.9005,1,1,0.126,0,0 +SYN_0053,10014729,2125-02-27 18:48:00,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.839,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.1011,0,0,0.7266,1,1,0.1696,0,0,0.2205,0,0,0.5279,1,1,0.7516,1,1,0.112,0,0 +SYN_0346,10019385,2180-02-22 07:35:00,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.163,Low,Low,Low Alert — improvement stable; vitals stable.,0.4611,0,0,0.1653,0,0,0.1156,0,0,0.1227,0,0,0.6619,1,1,0.1315,0,0,0.77,1,1 +SYN_0265,10018423,2167-05-06 17:26:00,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.039,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.8154,1,1,0.1743,0,0,0.1002,0,0,0.1166,0,0,0.5843,1,1,0.0858,0,0,0.8136,1,1 +SYN_0506,10026354,2119-10-27 12:25:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0242,10018423,2167-05-06 04:49:00,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.689,Low,High,"High Alert — note: anxious, pain concern.",0.0994,0,0,0.7945,1,1,0.1097,0,0,0.3634,0,0,0.8163,1,1,0.1675,0,0,0.0899,0,0 +SYN_0014,10012853,2176-11-27 04:58:00,"Blood gas oxygen level is reduced (PaO2 about 37 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.932,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1057,0,0,0.8232,1,1,0.438,0,0,0.2258,0,0,0.1335,0,0,0.9129,1,1,0.1097,0,0 +SYN_0316,10019385,2180-02-22 00:45:00,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.139,Low,Low,Low Alert — improvement stable; vitals stable.,0.409,0,0,0.1278,0,0,0.0988,0,0,0.1291,0,0,0.686,1,1,0.0962,0,0,0.8359,1,1 +SYN_0388,10023771,2113-08-25 09:10:00,Condition appears more settled and stable compared with earlier observation.,['improvement_stable'],['improvement_stable'],0.082,Low,Low,Low Alert — improvement stable; vitals stable.,0.5475,0,0,0.1618,0,0,0.1615,0,0,0.1601,0,0,0.341,0,0,0.1501,0,0,0.9201,1,1 +SYN_0274,10019385,2180-02-21 09:38:00,Patient appears improved and more comfortable at this time.,['improvement_stable'],"['calm', 'improvement_stable']",0.015,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.722,0,1,0.2116,0,0,0.165,0,0,0.1326,0,0,0.2281,0,0,0.1373,0,0,0.9294,1,1 +SYN_0167,10016742,2178-07-23 17:02:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0548,10016742,2178-07-24 05:08:00,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"['confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.954,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.124,0,0,0.5954,0,1,0.8942,1,1,0.1538,0,0,0.125,0,0,0.9005,1,1,0.1246,0,0 +SYN_0485,10026354,2119-10-26 22:09:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0539,10016742,2178-07-24 00:54:00,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"['anxious', 'confused']","['anxious', 'confused']",0.7,Low,High,"High Alert — note: anxious, confused.",0.1762,0,0,0.6399,1,1,0.9066,1,1,0.1862,0,0,0.1491,0,0,0.354,0,0,0.179,0,0 +SYN_0505,10026354,2119-10-27 12:25:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.144,Low,Low,Low Alert — improvement stable; vitals stable.,0.4037,0,0,0.1195,0,0,0.0962,0,0,0.1329,0,0,0.7234,1,1,0.0904,0,0,0.8383,1,1 +SYN_0244,10018423,2167-05-06 05:01:00,Appears uncomfortable with ongoing pain concern.,['pain_concern'],['pain_concern'],0.376,Low,Medium,Medium Alert — note: pain concern.,0.114,0,0,0.163,0,0,0.0876,0,0,0.1523,0,0,0.9441,1,1,0.0856,0,0,0.1582,0,0 +SYN_0190,10016742,2178-07-24 18:15:00,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9108,1,1,0.168,0,0,0.1524,0,0,0.1181,0,0,0.1736,0,0,0.1267,0,0,0.8939,1,1 +SYN_0476,10026354,2119-10-26 21:25:00,Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.716,Low,High,"High Alert — note: anxious, pain concern.",0.0986,0,0,0.8185,1,1,0.0969,0,0,0.3692,0,0,0.8413,1,1,0.2033,0,0,0.1106,0,0 +SYN_0511,10029484,2160-11-08 00:53:00,"Blood gas oxygen level is reduced (PaO2 about 58 mm Hg), with respiratory concern.",['respiratory_distress_concern'],['respiratory_distress_concern'],0.852,Low,High,High Alert — note: respiratory distress concern.,0.1286,0,0,0.5444,0,0,0.5757,0,0,0.1254,0,0,0.1098,0,0,0.9568,1,1,0.1373,0,0 +SYN_0059,10014729,2125-02-27 18:53:00,Receiving increased oxygen support (FiO2 about 40%). Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.833,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.0994,0,0,0.746,1,1,0.1673,0,0,0.2151,0,0,0.51,1,1,0.7421,1,1,0.1066,0,0 +SYN_0475,10026354,2119-10-26 21:25:00,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"['calm', 'pain_concern', 'improvement_stable']","['calm', 'pain_concern', 'improvement_stable']",0.074,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.7303,1,1,0.1276,0,0,0.0971,0,0,0.1396,0,0,0.684,1,1,0.0871,0,0,0.8288,1,1 +SYN_0253,10018423,2167-05-06 05:14:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0022,10012853,2176-11-27 15:43:00,"Blood gas oxygen level is reduced (PaO2 about 45 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.932,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1057,0,0,0.8232,1,1,0.438,0,0,0.2258,0,0,0.1335,0,0,0.9129,1,1,0.1097,0,0 +SYN_0314,10019385,2180-02-21 22:17:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0460,10025463,2137-10-09 15:31:00,Patient appears unsettled and intermittently agitated. Patient seems uneasy and asks frequent reassurance questions.,"['anxious', 'agitated']","['anxious', 'agitated']",0.861,Low,High,"High Alert — note: anxious, agitated.",0.1175,0,0,0.8782,1,1,0.1782,0,0,0.8361,1,1,0.374,0,0,0.2311,0,0,0.1155,0,0 +SYN_0161,10016742,2178-07-22 09:28:00,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern. Appears disoriented and needs repeated redirection. Patient appears anxious and repeatedly seeks reassurance.","['anxious', 'confused', 'respiratory_distress_concern']","['anxious', 'confused', 'respiratory_distress_concern']",0.939,Low,High,"High Alert — note: anxious, confused, respiratory distress concern.",0.1531,0,0,0.7329,1,1,0.7119,1,1,0.1996,0,0,0.14,0,0,0.8637,1,1,0.1373,0,0 +SYN_0277,10019385,2180-02-21 11:22:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0192,10016742,2178-07-24 18:16:00,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"['calm', 'improvement_stable']","['calm', 'improvement_stable']",0.0,Low,Low,"Low Alert — calm, improvement stable; vitals stable.",0.9058,1,1,0.1354,0,0,0.1342,0,0,0.1227,0,0,0.1792,0,0,0.119,0,0,0.9217,1,1 +SYN_0386,10023771,2113-08-25 07:29:00,Overall presentation is stable with less visible distress.,['improvement_stable'],['improvement_stable'],0.09,Low,Low,Low Alert — improvement stable; vitals stable.,0.6439,0,0,0.2194,0,0,0.1883,0,0,0.138,0,0,0.2867,0,0,0.1906,0,0,0.8835,1,1 +SYN_0414,10023771,2113-08-26 01:00:00,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.671,Low,High,"High Alert — note: agitated, pain concern.",0.098,0,0,0.2215,0,0,0.1026,0,0,0.833,1,1,0.7593,1,1,0.0924,0,0,0.1184,0,0 +SYN_0492,10026354,2119-10-27 01:09:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 +SYN_0344,10019385,2180-02-22 05:51:00,Pain concern noted with visible discomfort.,['pain_concern'],['pain_concern'],0.398,Low,Medium,Medium Alert — note: pain concern.,0.1199,0,0,0.1763,0,0,0.0936,0,0,0.1601,0,0,0.9325,1,1,0.12,0,0,0.163,0,0 +SYN_0309,10019385,2180-02-21 21:39:00,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.657,Low,High,"High Alert — note: agitated, pain concern.",0.1156,0,0,0.351,0,0,0.1412,0,0,0.7303,1,1,0.6944,1,1,0.0954,0,0,0.1148,0,0 +SYN_0131,10016742,2178-07-04 01:03:00,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Agitated behavior noted with frequent repositioning and restlessness. Patient seems uneasy and asks frequent reassurance questions.","['anxious', 'agitated', 'respiratory_distress_concern']","['anxious', 'agitated', 'respiratory_distress_concern']",1.0,Low,High,"High Alert — note: anxious, agitated, respiratory distress concern.",0.0786,0,0,0.8076,1,1,0.2988,0,0,0.6079,1,1,0.2084,0,0,0.7969,1,1,0.0771,0,0 +SYN_0100,10014729,2125-02-28 18:38:00,Irritable and unable to remain settled.,['agitated'],['agitated'],0.688,Low,High,High Alert — note: agitated.,0.1701,0,0,0.4882,0,0,0.1892,0,0,0.8753,1,1,0.2385,0,0,0.1842,0,0,0.1769,0,0 +SYN_0373,10019385,2180-02-22 15:01:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0088,10014729,2125-02-28 11:31:00,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.685,Low,High,"High Alert — note: agitated, pain concern.",0.0929,0,0,0.3074,0,0,0.098,0,0,0.8081,1,1,0.7247,1,1,0.1063,0,0,0.1089,0,0 +SYN_0459,10025463,2137-10-09 15:31:00,Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"['anxious', 'pain_concern']","['anxious', 'pain_concern']",0.621,Low,Medium,"Medium Alert — note: anxious, pain concern.",0.1051,0,0,0.7196,1,1,0.1936,0,0,0.2438,0,0,0.7968,1,1,0.1601,0,0,0.1375,0,0 +SYN_0331,10019385,2180-02-22 03:21:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0215,10018423,2167-05-05 22:16:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0467,10026354,2119-10-26 08:46:00,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern.,"['agitated', 'pain_concern']","['agitated', 'pain_concern']",0.635,Low,Medium,"Medium Alert — note: agitated, pain concern.",0.1247,0,0,0.3207,0,0,0.0982,0,0,0.7379,1,1,0.7049,1,1,0.0958,0,0,0.1436,0,0 +SYN_0122,10014729,2125-03-01 18:21:00,Patient complains of pain and remains uneasy.,['pain_concern'],['pain_concern'],0.423,Low,Medium,Medium Alert — note: pain concern.,0.1178,0,0,0.2172,0,0,0.1137,0,0,0.2048,0,0,0.905,1,1,0.0916,0,0,0.1117,0,0 +SYN_0021,10012853,2176-11-27 15:43:00,"Blood gas oxygen level is reduced (PaO2 about 45 mm Hg), with respiratory concern. Looks nervous and remains on edge.","['anxious', 'respiratory_distress_concern']","['anxious', 'respiratory_distress_concern']",0.943,Low,High,"High Alert — note: anxious, respiratory distress concern.",0.1071,0,0,0.8103,1,1,0.5586,0,0,0.1686,0,0,0.1497,0,0,0.9163,1,1,0.1185,0,0 +SYN_0072,10014729,2125-02-27 23:14:00,Receiving increased oxygen support (FiO2 about 40%).,['respiratory_distress_concern'],['respiratory_distress_concern'],0.783,Low,High,High Alert — note: respiratory distress concern.,0.1609,0,0,0.5087,0,0,0.3499,0,0,0.1471,0,0,0.2113,0,0,0.9273,1,1,0.1677,0,0 +SYN_0107,10014729,2125-03-01 06:12:00,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"['pain_concern', 'improvement_stable']","['pain_concern', 'improvement_stable']",0.131,Low,Low,Low Alert — improvement stable; vitals stable.,0.3919,0,0,0.1359,0,0,0.0954,0,0,0.118,0,0,0.6546,1,1,0.0951,0,0,0.8309,1,1 +SYN_0271,10019385,2180-02-21 08:02:00,Observed to be relaxed with no acute behavioral concern.,['calm'],['calm'],0.135,Low,Low,Low Alert — calm; vitals stable.,0.8762,1,1,0.237,0,0,0.2219,0,0,0.1796,0,0,0.2327,0,0,0.2163,0,0,0.4952,0,0 +SYN_0436,10023771,2113-08-26 09:21:00,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"['anxious', 'pain_concern', 'respiratory_distress_concern']","['anxious', 'pain_concern', 'respiratory_distress_concern']",0.859,Low,High,"High Alert — note: anxious, pain concern, respiratory distress concern.",0.1269,0,0,0.7836,1,1,0.2403,0,0,0.1966,0,0,0.4914,1,1,0.7623,1,1,0.1015,0,0 +SYN_0103,10014729,2125-03-01 00:18:00,Patient restless and increasingly agitated during observation.,['agitated'],['agitated'],0.686,Low,High,High Alert — note: agitated.,0.1351,0,0,0.3403,0,0,0.2023,0,0,0.9297,1,1,0.3119,0,0,0.1511,0,0,0.1433,0,0 diff --git a/AI Guardian/emotional_tagging_and_alert_system/synthetic_nurse_notes_dataset.csv b/AI Guardian/emotional_tagging_and_alert_system/synthetic_nurse_notes_dataset.csv new file mode 100644 index 000000000..5e0b69f79 --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/synthetic_nurse_notes_dataset.csv @@ -0,0 +1,554 @@ +note_id,subject_id,split,anchor_time,variant,synthetic_note,tags,calm,anxious,confused,agitated,pain_concern,respiratory_distress_concern,improvement_stable,spo2_latest,pao2_latest,temp_latest,fio2_latest,o2flow_latest,morphine_recent,hydromorphone_recent,fentanyl_recent,acetaminophen_recent,lorazepam_recent,diazepam_recent,haloperidol_recent +SYN_0001,10012853,held_out,2175-04-05 06:45:00,baseline,Patient resting quietly and remains calm.,calm,1,0,0,0,0,0,0,92.0,96.0,,,,0,0,0,0,0,0,0 +SYN_0002,10012853,held_out,2175-04-05 06:45:00,stable_focus,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","calm, improvement_stable",1,0,0,0,0,0,1,92.0,96.0,,,,0,0,0,0,0,0,0 +SYN_0003,10012853,held_out,2175-04-05 06:54:00,baseline,"Symptoms appear improved and patient is more settled. Appears comfortable, cooperative, and settled.","calm, improvement_stable",1,0,0,0,0,0,1,92.0,129.0,,,,0,0,0,0,0,0,0 +SYN_0004,10012853,held_out,2175-04-05 06:54:00,stable_focus,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,92.0,129.0,,,,0,0,0,0,0,0,0 +SYN_0005,10012853,held_out,2176-11-26 01:52:00,baseline,Borderline low blood oxygen level noted (PaO2 about 77 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,77.0,,,,0,0,0,0,0,0,0 +SYN_0006,10012853,held_out,2176-11-26 01:52:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 77 mm Hg). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,77.0,,,,0,0,0,0,0,0,0 +SYN_0007,10012853,held_out,2176-11-26 04:24:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Looks nervous and remains on edge.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,54.0,,,,0,0,0,0,0,0,0 +SYN_0008,10012853,held_out,2176-11-26 04:24:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,54.0,,,,0,0,0,0,0,0,0 +SYN_0009,10012853,held_out,2176-11-26 04:24:00,confused_focus,"Blood gas oxygen level is reduced (PaO2 about 54 mm Hg), with respiratory concern. Patient forgetful and intermittently disoriented.","confused, respiratory_distress_concern",0,0,1,0,0,1,0,,54.0,,,,0,0,0,0,0,0,0 +SYN_0010,10012853,held_out,2176-11-26 20:04:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,51.0,,,,0,0,0,0,0,0,0 +SYN_0011,10012853,held_out,2176-11-26 20:04:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Patient seems uneasy and asks frequent reassurance questions.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,51.0,,,,0,0,0,0,0,0,0 +SYN_0012,10012853,held_out,2176-11-26 20:04:00,confused_focus,Periods of confusion noted during assessment. Patient appears anxious and repeatedly seeks reassurance.,"anxious, confused",0,1,1,0,0,0,0,,51.0,,,,0,0,0,0,0,0,0 +SYN_0013,10012853,held_out,2176-11-27 04:58:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 37 mm Hg), with respiratory concern.",respiratory_distress_concern,0,0,0,0,0,1,0,,37.0,,,,0,0,0,0,0,0,0 +SYN_0014,10012853,held_out,2176-11-27 04:58:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 37 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,37.0,,,,0,0,0,0,0,0,0 +SYN_0015,10012853,held_out,2176-11-27 04:58:00,confused_focus,Patient confused at times and requires reorientation.,confused,0,0,1,0,0,0,0,,37.0,,,,0,0,0,0,0,0,0 +SYN_0016,10012853,held_out,2176-11-27 06:21:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 47 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,47.0,,,,0,0,0,0,0,0,0 +SYN_0017,10012853,held_out,2176-11-27 06:21:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 47 mm Hg), with respiratory concern.",respiratory_distress_concern,0,0,0,0,0,1,0,,47.0,,,,0,0,0,0,0,0,0 +SYN_0018,10012853,held_out,2176-11-27 06:21:00,confused_focus,Periods of confusion noted during assessment. Looks nervous and remains on edge.,"anxious, confused",0,1,1,0,0,0,0,,47.0,,,,0,0,0,0,0,0,0 +SYN_0019,10012853,held_out,2176-11-27 12:42:00,baseline,Borderline low blood oxygen level noted (PaO2 about 67 mm Hg). Appears worried and is unable to fully relax.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,67.0,,,,0,0,0,0,0,0,0 +SYN_0020,10012853,held_out,2176-11-27 12:42:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 67 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,67.0,,,,0,0,0,0,0,0,0 +SYN_0021,10012853,held_out,2176-11-27 15:43:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 45 mm Hg), with respiratory concern. Looks nervous and remains on edge.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,45.0,,,,0,0,0,0,0,0,0 +SYN_0022,10012853,held_out,2176-11-27 15:43:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 45 mm Hg), with respiratory concern. Appears worried and is unable to fully relax.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,45.0,,,,0,0,0,0,0,0,0 +SYN_0023,10012853,held_out,2176-11-27 15:43:00,confused_focus,Appears disoriented and needs repeated redirection.,confused,0,0,1,0,0,0,0,,45.0,,,,0,0,0,0,0,0,0 +SYN_0024,10012853,held_out,2176-11-28 05:57:00,baseline,Borderline low blood oxygen level noted (PaO2 about 68 mm Hg). Appears worried and is unable to fully relax.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,68.0,,,,0,0,0,0,0,0,0 +SYN_0025,10012853,held_out,2176-11-28 05:57:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 68 mm Hg). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,68.0,,,,0,0,0,0,0,0,0 +SYN_0026,10014729,held_out,2125-02-27 08:01:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,498.0,,,,0,0,0,0,0,0,0 +SYN_0027,10014729,held_out,2125-02-27 08:01:00,stable_focus,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,498.0,,,,0,0,0,0,0,0,0 +SYN_0028,10014729,held_out,2125-02-27 11:05:00,baseline,"Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","calm, improvement_stable",1,0,0,0,0,0,1,,459.0,,,,0,0,0,0,0,0,0 +SYN_0029,10014729,held_out,2125-02-27 11:05:00,stable_focus,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,,459.0,,,,0,0,0,0,0,0,0 +SYN_0030,10014729,held_out,2125-02-27 11:54:00,baseline,Patient calm and resting comfortably at this time.,calm,1,0,0,0,0,0,0,,324.0,,,,0,0,0,0,0,0,0 +SYN_0031,10014729,held_out,2125-02-27 11:54:00,stable_focus,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,,324.0,,,,0,0,0,0,0,0,0 +SYN_0032,10014729,held_out,2125-02-27 13:45:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,292.0,,,,0,0,0,0,0,0,0 +SYN_0033,10014729,held_out,2125-02-27 13:45:00,stable_focus,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,292.0,,,,0,0,0,0,0,0,0 +SYN_0034,10014729,held_out,2125-02-27 15:11:00,baseline,Mild respiratory concern noted with oxygen saturation around 91%. Patient appears anxious and repeatedly seeks reassurance.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,91.0,292.0,,,,0,0,0,0,0,0,0 +SYN_0035,10014729,held_out,2125-02-27 15:11:00,resp_focus,Mild respiratory concern noted with oxygen saturation around 91%.,respiratory_distress_concern,0,0,0,0,0,1,0,91.0,292.0,,,,0,0,0,0,0,0,0 +SYN_0036,10014729,held_out,2125-02-27 15:14:00,baseline,"Appears comfortable, cooperative, and settled.",calm,1,0,0,0,0,0,0,99.0,442.0,,,,0,0,0,0,0,0,0 +SYN_0037,10014729,held_out,2125-02-27 15:14:00,stable_focus,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,99.0,442.0,,,,0,0,0,0,0,0,0 +SYN_0038,10014729,held_out,2125-02-27 16:25:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,99.0,442.0,,,,1,0,0,0,0,0,0 +SYN_0039,10014729,held_out,2125-02-27 16:25:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,99.0,442.0,,,,1,0,0,0,0,0,0 +SYN_0040,10014729,held_out,2125-02-27 16:25:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,99.0,442.0,,,,1,0,0,0,0,0,0 +SYN_0041,10014729,held_out,2125-02-27 16:26:00,baseline,Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,99.0,442.0,,,,1,0,0,0,0,0,0 +SYN_0042,10014729,held_out,2125-02-27 16:26:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,99.0,442.0,,,,1,0,0,0,0,0,0 +SYN_0043,10014729,held_out,2125-02-27 16:26:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,99.0,442.0,,,,1,0,0,0,0,0,0 +SYN_0044,10014729,held_out,2125-02-27 18:03:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,99.0,179.0,,,,1,0,0,0,0,0,0 +SYN_0045,10014729,held_out,2125-02-27 18:03:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,99.0,179.0,,,,1,0,0,0,0,0,0 +SYN_0046,10014729,held_out,2125-02-27 18:03:00,agitated_focus,Patient restless and increasingly agitated during observation. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,99.0,179.0,,,,1,0,0,0,0,0,0 +SYN_0047,10014729,held_out,2125-02-27 18:45:00,baseline,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,99.0,179.0,,,,1,0,0,1,0,0,0 +SYN_0048,10014729,held_out,2125-02-27 18:45:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,99.0,179.0,,,,1,0,0,1,0,0,0 +SYN_0049,10014729,held_out,2125-02-27 18:45:00,agitated_focus,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,99.0,179.0,,,,1,0,0,1,0,0,0 +SYN_0050,10014729,held_out,2125-02-27 18:46:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,99.0,179.0,,,,1,0,0,1,0,0,0 +SYN_0051,10014729,held_out,2125-02-27 18:46:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,99.0,179.0,,,,1,0,0,1,0,0,0 +SYN_0052,10014729,held_out,2125-02-27 18:46:00,agitated_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,99.0,179.0,,,,1,0,0,1,0,0,0 +SYN_0053,10014729,held_out,2125-02-27 18:48:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,99.0,185.0,37.5,40.0,,1,0,0,1,0,0,0 +SYN_0054,10014729,held_out,2125-02-27 18:48:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Patient seems uneasy and asks frequent reassurance questions.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,185.0,37.5,40.0,,1,0,0,1,0,0,0 +SYN_0055,10014729,held_out,2125-02-27 18:48:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,99.0,185.0,37.5,40.0,,1,0,0,1,0,0,0 +SYN_0056,10014729,held_out,2125-02-27 18:52:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,99.0,185.0,37.5,40.0,,1,1,0,1,0,0,0 +SYN_0057,10014729,held_out,2125-02-27 18:52:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,185.0,37.5,40.0,,1,1,0,1,0,0,0 +SYN_0058,10014729,held_out,2125-02-27 18:52:00,pain_focus,Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,99.0,185.0,37.5,40.0,,1,1,0,1,0,0,0 +SYN_0059,10014729,held_out,2125-02-27 18:53:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,99.0,185.0,37.5,40.0,,1,1,0,1,0,0,0 +SYN_0060,10014729,held_out,2125-02-27 18:53:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Appears worried and is unable to fully relax.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,185.0,37.5,40.0,,1,1,0,1,0,0,0 +SYN_0061,10014729,held_out,2125-02-27 18:53:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,99.0,185.0,37.5,40.0,,1,1,0,1,0,0,0 +SYN_0062,10014729,held_out,2125-02-27 21:45:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort.,"pain_concern, respiratory_distress_concern",0,0,0,0,1,1,0,99.0,185.0,37.5,40.0,,0,1,0,1,0,0,0 +SYN_0063,10014729,held_out,2125-02-27 21:45:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,185.0,37.5,40.0,,0,1,0,1,0,0,0 +SYN_0064,10014729,held_out,2125-02-27 21:45:00,pain_focus,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,99.0,185.0,37.5,40.0,,0,1,0,1,0,0,0 +SYN_0065,10014729,held_out,2125-02-27 21:46:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,99.0,185.0,37.5,40.0,,0,1,0,1,0,0,0 +SYN_0066,10014729,held_out,2125-02-27 21:46:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Patient appears anxious and repeatedly seeks reassurance.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,185.0,37.5,40.0,,0,1,0,1,0,0,0 +SYN_0067,10014729,held_out,2125-02-27 21:46:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,99.0,185.0,37.5,40.0,,0,1,0,1,0,0,0 +SYN_0068,10014729,held_out,2125-02-27 23:13:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort.,"pain_concern, respiratory_distress_concern",0,0,0,0,1,1,0,99.0,185.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0069,10014729,held_out,2125-02-27 23:13:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,185.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0070,10014729,held_out,2125-02-27 23:13:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,99.0,185.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0071,10014729,held_out,2125-02-27 23:14:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Appears uncomfortable with ongoing pain concern.,"pain_concern, respiratory_distress_concern",0,0,0,0,1,1,0,99.0,185.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0072,10014729,held_out,2125-02-27 23:14:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%).,respiratory_distress_concern,0,0,0,0,0,1,0,99.0,185.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0073,10014729,held_out,2125-02-27 23:14:00,pain_focus,Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern",0,1,0,0,1,0,0,99.0,185.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0074,10014729,held_out,2125-02-27 23:54:00,baseline,Receiving increased oxygen support (FiO2 about 40%). Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,97.0,105.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0075,10014729,held_out,2125-02-27 23:54:00,resp_focus,Receiving increased oxygen support (FiO2 about 40%). Patient seems uneasy and asks frequent reassurance questions.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,97.0,105.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0076,10014729,held_out,2125-02-27 23:54:00,pain_focus,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,97.0,105.0,37.5,40.0,,0,1,0,0,0,0,0 +SYN_0077,10014729,held_out,2125-02-28 00:49:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,97.0,105.0,,,,0,1,0,1,0,0,0 +SYN_0078,10014729,held_out,2125-02-28 00:49:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,97.0,105.0,,,,0,1,0,1,0,0,0 +SYN_0079,10014729,held_out,2125-02-28 00:49:00,agitated_focus,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,97.0,105.0,,,,0,1,0,1,0,0,0 +SYN_0080,10014729,held_out,2125-02-28 00:50:00,baseline,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,97.0,105.0,,,,0,1,0,1,0,0,0 +SYN_0081,10014729,held_out,2125-02-28 00:50:00,pain_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,97.0,105.0,,,,0,1,0,1,0,0,0 +SYN_0082,10014729,held_out,2125-02-28 00:50:00,agitated_focus,Irritable and unable to remain settled. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,97.0,105.0,,,,0,1,0,1,0,0,0 +SYN_0083,10014729,held_out,2125-02-28 11:30:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0084,10014729,held_out,2125-02-28 11:30:00,pain_focus,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0085,10014729,held_out,2125-02-28 11:30:00,agitated_focus,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0086,10014729,held_out,2125-02-28 11:31:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0087,10014729,held_out,2125-02-28 11:31:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0088,10014729,held_out,2125-02-28 11:31:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0089,10014729,held_out,2125-02-28 11:46:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0090,10014729,held_out,2125-02-28 11:46:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0091,10014729,held_out,2125-02-28 11:46:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0092,10014729,held_out,2125-02-28 11:47:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0093,10014729,held_out,2125-02-28 11:47:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0094,10014729,held_out,2125-02-28 11:47:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0095,10014729,held_out,2125-02-28 18:37:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0096,10014729,held_out,2125-02-28 18:37:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0097,10014729,held_out,2125-02-28 18:37:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0098,10014729,held_out,2125-02-28 18:38:00,baseline,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0099,10014729,held_out,2125-02-28 18:38:00,pain_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0100,10014729,held_out,2125-02-28 18:38:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0101,10014729,held_out,2125-03-01 00:18:00,baseline,Patient complains of pain and remains uneasy. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0102,10014729,held_out,2125-03-01 00:18:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0103,10014729,held_out,2125-03-01 00:18:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0104,10014729,held_out,2125-03-01 00:19:00,baseline,"Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0105,10014729,held_out,2125-03-01 00:19:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0106,10014729,held_out,2125-03-01 00:19:00,agitated_focus,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0107,10014729,held_out,2125-03-01 06:12:00,baseline,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0108,10014729,held_out,2125-03-01 06:12:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0109,10014729,held_out,2125-03-01 06:12:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0110,10014729,held_out,2125-03-01 06:13:00,baseline,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0111,10014729,held_out,2125-03-01 06:13:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0112,10014729,held_out,2125-03-01 06:13:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0113,10014729,held_out,2125-03-01 12:00:00,baseline,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0114,10014729,held_out,2125-03-01 12:00:00,pain_focus,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0115,10014729,held_out,2125-03-01 12:00:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0116,10014729,held_out,2125-03-01 12:01:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0117,10014729,held_out,2125-03-01 12:01:00,pain_focus,Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0118,10014729,held_out,2125-03-01 12:01:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0119,10014729,held_out,2125-03-01 18:20:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0120,10014729,held_out,2125-03-01 18:20:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0121,10014729,held_out,2125-03-01 18:20:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0122,10014729,held_out,2125-03-01 18:21:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0123,10014729,held_out,2125-03-01 18:21:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0124,10014729,held_out,2125-03-01 18:21:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0125,10016742,held_out,2178-07-03 18:19:00,baseline,Borderline low blood oxygen level noted (PaO2 about 65 mm Hg). Appears worried and is unable to fully relax.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,88.0,65.0,,,,0,0,0,0,0,0,0 +SYN_0126,10016742,held_out,2178-07-03 18:19:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 65 mm Hg). Patient seems uneasy and asks frequent reassurance questions.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,88.0,65.0,,,,0,0,0,0,0,0,0 +SYN_0127,10016742,held_out,2178-07-03 21:51:00,baseline,Receiving increased oxygen support (FiO2 about 50%).,respiratory_distress_concern,0,0,0,0,0,1,0,99.0,177.0,,50.0,,0,0,0,0,0,0,0 +SYN_0128,10016742,held_out,2178-07-03 21:51:00,resp_focus,Receiving increased oxygen support (FiO2 about 50%). Patient seems uneasy and asks frequent reassurance questions.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,177.0,,50.0,,0,0,0,0,0,0,0 +SYN_0129,10016742,held_out,2178-07-03 21:51:00,stable_focus,Receiving increased oxygen support (FiO2 about 50%).,respiratory_distress_concern,0,0,0,0,0,1,0,99.0,177.0,,50.0,,0,0,0,0,0,0,0 +SYN_0130,10016742,held_out,2178-07-04 01:03:00,baseline,Receiving increased oxygen support (FiO2 about 50%). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,99.0,51.0,,50.0,,0,0,0,0,0,0,0 +SYN_0131,10016742,held_out,2178-07-04 01:03:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 51 mm Hg), with respiratory concern. Agitated behavior noted with frequent repositioning and restlessness. Patient seems uneasy and asks frequent reassurance questions.","agitated, anxious, respiratory_distress_concern",0,1,0,1,0,1,0,99.0,51.0,,50.0,,0,0,0,0,0,0,0 +SYN_0132,10016742,held_out,2178-07-04 01:03:00,confused_focus,Periods of confusion noted during assessment. Appears worried and is unable to fully relax.,"anxious, confused",0,1,1,0,0,0,0,99.0,51.0,,50.0,,0,0,0,0,0,0,0 +SYN_0133,10016742,held_out,2178-07-06 12:22:00,baseline,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,,170.0,,,,0,0,0,0,0,0,0 +SYN_0134,10016742,held_out,2178-07-06 12:22:00,stable_focus,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,170.0,,,,0,0,0,0,0,0,0 +SYN_0135,10016742,held_out,2178-07-14 12:00:00,baseline,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0136,10016742,held_out,2178-07-14 12:00:00,stable_focus,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0137,10016742,held_out,2178-07-14 12:00:00,confused_focus,Appears disoriented and needs repeated redirection.,confused,0,0,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0138,10016742,held_out,2178-07-14 12:01:00,baseline,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0139,10016742,held_out,2178-07-14 12:01:00,stable_focus,"Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0140,10016742,held_out,2178-07-14 12:01:00,confused_focus,Periods of confusion noted during assessment.,confused,0,0,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0141,10016742,held_out,2178-07-14 12:15:00,baseline,Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance. Overall presentation is stable with less visible distress.,"anxious, calm, improvement_stable, pain_concern",1,1,0,0,1,0,1,,,,,,0,0,1,0,1,0,0 +SYN_0142,10016742,held_out,2178-07-14 12:15:00,pain_focus,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0143,10016742,held_out,2178-07-14 12:15:00,agitated_focus,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0144,10016742,held_out,2178-07-14 12:16:00,baseline,Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0145,10016742,held_out,2178-07-14 12:16:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0146,10016742,held_out,2178-07-14 12:16:00,agitated_focus,Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0147,10016742,held_out,2178-07-14 12:20:00,baseline,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,0,1,0,1,0,0 +SYN_0148,10016742,held_out,2178-07-14 12:20:00,pain_focus,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0149,10016742,held_out,2178-07-14 12:20:00,agitated_focus,Irritable and unable to remain settled. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0150,10016742,held_out,2178-07-14 12:21:00,baseline,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0151,10016742,held_out,2178-07-14 12:21:00,pain_focus,Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0152,10016742,held_out,2178-07-14 12:21:00,agitated_focus,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0153,10016742,held_out,2178-07-14 12:45:00,baseline,Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance. Patient appears improved and more comfortable at this time.,"anxious, calm, improvement_stable, pain_concern",1,1,0,0,1,0,1,,,,,,0,0,1,0,1,0,0 +SYN_0154,10016742,held_out,2178-07-14 12:45:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0155,10016742,held_out,2178-07-14 12:45:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0156,10016742,held_out,2178-07-14 12:46:00,baseline,Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge. Patient appears improved and more comfortable at this time.,"anxious, improvement_stable, pain_concern",0,1,0,0,1,0,1,,,,,,0,0,1,0,1,0,0 +SYN_0157,10016742,held_out,2178-07-14 12:46:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0158,10016742,held_out,2178-07-14 12:46:00,agitated_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0159,10016742,held_out,2178-07-22 09:28:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern.",respiratory_distress_concern,0,0,0,0,0,1,0,,38.0,,,,0,0,0,0,0,0,0 +SYN_0160,10016742,held_out,2178-07-22 09:28:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern. Patient confused at times and requires reorientation. Looks nervous and remains on edge.","anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,38.0,,,,0,0,0,0,0,0,0 +SYN_0161,10016742,held_out,2178-07-22 09:28:00,confused_focus,"Blood gas oxygen level is reduced (PaO2 about 38 mm Hg), with respiratory concern. Appears disoriented and needs repeated redirection. Patient appears anxious and repeatedly seeks reassurance.","anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,38.0,,,,0,0,0,0,0,0,0 +SYN_0162,10016742,held_out,2178-07-23 17:01:00,baseline,Appears uncomfortable with ongoing pain concern. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,1,0,0,0,0 +SYN_0163,10016742,held_out,2178-07-23 17:01:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0164,10016742,held_out,2178-07-23 17:01:00,agitated_focus,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0165,10016742,held_out,2178-07-23 17:02:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0166,10016742,held_out,2178-07-23 17:02:00,pain_focus,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0167,10016742,held_out,2178-07-23 17:02:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0168,10016742,held_out,2178-07-23 22:14:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0169,10016742,held_out,2178-07-23 22:14:00,pain_focus,Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0170,10016742,held_out,2178-07-23 22:14:00,agitated_focus,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0171,10016742,held_out,2178-07-23 22:15:00,baseline,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0172,10016742,held_out,2178-07-23 22:15:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0173,10016742,held_out,2178-07-23 22:15:00,agitated_focus,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0174,10016742,held_out,2178-07-24 00:53:00,baseline,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0175,10016742,held_out,2178-07-24 00:53:00,pain_focus,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0176,10016742,held_out,2178-07-24 00:53:00,agitated_focus,Patient appears unsettled and intermittently agitated. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0177,10016742,held_out,2178-07-24 00:54:00,baseline,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,0,0,1,1,0,0 +SYN_0178,10016742,held_out,2178-07-24 00:54:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0179,10016742,held_out,2178-07-24 00:54:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0180,10016742,held_out,2178-07-24 05:08:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Looks nervous and remains on edge.","anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,0,0,0 +SYN_0181,10016742,held_out,2178-07-24 05:08:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Patient appears unsettled and intermittently agitated. Patient confused at times and requires reorientation.","agitated, anxious, confused, respiratory_distress_concern",0,1,1,1,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,0,0,0 +SYN_0182,10016742,held_out,2178-07-24 05:08:00,confused_focus,Receiving increased oxygen support (FiO2 about 40%). Appears disoriented and needs repeated redirection.,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,0,0,0 +SYN_0183,10016742,held_out,2178-07-24 08:56:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern.",respiratory_distress_concern,0,0,0,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0184,10016742,held_out,2178-07-24 08:56:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Periods of confusion noted during assessment. Patient seems uneasy and asks frequent reassurance questions.","anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0185,10016742,held_out,2178-07-24 08:56:00,confused_focus,Patient confused at times and requires reorientation. Looks nervous and remains on edge.,"anxious, confused",0,1,1,0,0,0,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0186,10016742,held_out,2178-07-24 08:57:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern.",respiratory_distress_concern,0,0,0,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0187,10016742,held_out,2178-07-24 08:57:00,resp_focus,"Blood gas oxygen level is reduced (PaO2 about 36 mm Hg), with respiratory concern. Patient confused at times and requires reorientation. Appears worried and is unable to fully relax.","anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0188,10016742,held_out,2178-07-24 08:57:00,confused_focus,Patient confused at times and requires reorientation.,confused,0,0,1,0,0,0,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0189,10016742,held_out,2178-07-24 18:15:00,baseline,Appears worried and is unable to fully relax.,anxious,0,1,0,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0190,10016742,held_out,2178-07-24 18:15:00,stable_focus,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0191,10016742,held_out,2178-07-24 18:15:00,confused_focus,Periods of confusion noted during assessment. Patient seems uneasy and asks frequent reassurance questions.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0192,10016742,held_out,2178-07-24 18:16:00,baseline,Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0193,10016742,held_out,2178-07-24 18:16:00,stable_focus,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0194,10016742,held_out,2178-07-24 18:16:00,confused_focus,Periods of confusion noted during assessment.,confused,0,0,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0195,10016742,held_out,2178-07-24 19:00:00,baseline,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0196,10016742,held_out,2178-07-24 19:00:00,stable_focus,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0197,10016742,held_out,2178-07-24 19:00:00,confused_focus,Patient forgetful and intermittently disoriented. Looks nervous and remains on edge.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0198,10016742,held_out,2178-07-24 19:01:00,baseline,Patient seems uneasy and asks frequent reassurance questions.,anxious,0,1,0,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0199,10016742,held_out,2178-07-24 19:01:00,stable_focus,Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,,,,,,0,0,0,0,1,0,0 +SYN_0200,10016742,held_out,2178-07-24 19:01:00,confused_focus,Periods of confusion noted during assessment. Looks nervous and remains on edge.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0201,10018423,held_out,2167-05-05 13:46:00,baseline,Patient calm and resting comfortably at this time.,calm,1,0,0,0,0,0,0,,296.0,,,,0,0,0,0,0,0,0 +SYN_0202,10018423,held_out,2167-05-05 13:46:00,stable_focus,Overall presentation is stable with less visible distress. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,,296.0,,,,0,0,0,0,0,0,0 +SYN_0203,10018423,held_out,2167-05-05 16:34:00,baseline,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,360.0,,,,0,0,0,0,0,0,0 +SYN_0204,10018423,held_out,2167-05-05 16:34:00,stable_focus,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,360.0,,,,0,0,0,0,0,0,0 +SYN_0205,10018423,held_out,2167-05-05 17:57:00,baseline,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,,222.0,,,,0,0,0,0,0,0,0 +SYN_0206,10018423,held_out,2167-05-05 17:57:00,stable_focus,Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"calm, improvement_stable",1,0,0,0,0,0,1,,222.0,,,,0,0,0,0,0,0,0 +SYN_0207,10018423,held_out,2167-05-05 19:49:00,baseline,"Appears comfortable, cooperative, and settled.",calm,1,0,0,0,0,0,0,,327.0,,,,0,0,0,0,0,0,0 +SYN_0208,10018423,held_out,2167-05-05 19:49:00,stable_focus,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,,327.0,,,,0,0,0,0,0,0,0 +SYN_0209,10018423,held_out,2167-05-05 21:04:00,baseline,Symptoms appear improved and patient is more settled.,improvement_stable,0,0,0,0,0,0,1,98.0,196.0,,,,0,0,0,0,0,0,0 +SYN_0210,10018423,held_out,2167-05-05 21:04:00,stable_focus,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,98.0,196.0,,,,0,0,0,0,0,0,0 +SYN_0211,10018423,held_out,2167-05-05 22:15:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,98.0,196.0,,,,1,0,0,0,0,0,0 +SYN_0212,10018423,held_out,2167-05-05 22:15:00,pain_focus,Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,98.0,196.0,,,,1,0,0,0,0,0,0 +SYN_0213,10018423,held_out,2167-05-05 22:15:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,98.0,196.0,,,,1,0,0,0,0,0,0 +SYN_0214,10018423,held_out,2167-05-05 22:16:00,baseline,Patient complains of pain and remains uneasy. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,98.0,196.0,,,,1,0,0,0,0,0,0 +SYN_0215,10018423,held_out,2167-05-05 22:16:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,98.0,196.0,,,,1,0,0,0,0,0,0 +SYN_0216,10018423,held_out,2167-05-05 22:16:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious",0,1,0,1,0,0,0,98.0,196.0,,,,1,0,0,0,0,0,0 +SYN_0217,10018423,held_out,2167-05-05 22:17:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,98.0,204.0,,,,1,0,0,0,0,0,0 +SYN_0218,10018423,held_out,2167-05-05 22:17:00,pain_focus,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,98.0,204.0,,,,1,0,0,0,0,0,0 +SYN_0219,10018423,held_out,2167-05-05 22:17:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness.,agitated,0,0,0,1,0,0,0,98.0,204.0,,,,1,0,0,0,0,0,0 +SYN_0220,10018423,held_out,2167-05-06 00:10:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0221,10018423,held_out,2167-05-06 00:10:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0222,10018423,held_out,2167-05-06 00:10:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0223,10018423,held_out,2167-05-06 01:48:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0224,10018423,held_out,2167-05-06 01:48:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0225,10018423,held_out,2167-05-06 01:48:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0226,10018423,held_out,2167-05-06 01:49:00,baseline,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation. Patient calm and resting comfortably at this time.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0227,10018423,held_out,2167-05-06 01:49:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0228,10018423,held_out,2167-05-06 01:49:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious",0,1,0,1,0,0,0,98.0,122.0,,,,1,0,0,0,0,0,0 +SYN_0229,10018423,held_out,2167-05-06 02:53:00,baseline,Pain concern noted with visible discomfort. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0230,10018423,held_out,2167-05-06 02:53:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0231,10018423,held_out,2167-05-06 02:53:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0232,10018423,held_out,2167-05-06 03:30:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0233,10018423,held_out,2167-05-06 03:30:00,pain_focus,Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0234,10018423,held_out,2167-05-06 03:30:00,agitated_focus,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0235,10018423,held_out,2167-05-06 03:31:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0236,10018423,held_out,2167-05-06 03:31:00,pain_focus,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0237,10018423,held_out,2167-05-06 03:31:00,agitated_focus,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,98.0,156.0,,,,1,0,0,0,0,0,0 +SYN_0238,10018423,held_out,2167-05-06 04:48:00,baseline,Patient complains of pain and remains uneasy. Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,156.0,,,,1,0,0,0,0,0,0 +SYN_0239,10018423,held_out,2167-05-06 04:48:00,pain_focus,Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,,156.0,,,,1,0,0,0,0,0,0 +SYN_0240,10018423,held_out,2167-05-06 04:48:00,agitated_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,156.0,,,,1,0,0,0,0,0,0 +SYN_0241,10018423,held_out,2167-05-06 04:49:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,0,0,0,0,0,0 +SYN_0242,10018423,held_out,2167-05-06 04:49:00,pain_focus,Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,156.0,,,,1,0,0,0,0,0,0 +SYN_0243,10018423,held_out,2167-05-06 04:49:00,agitated_focus,Patient appears unsettled and intermittently agitated. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,,156.0,,,,1,0,0,0,0,0,0 +SYN_0244,10018423,held_out,2167-05-06 05:01:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,0,0,1,0,0,0 +SYN_0245,10018423,held_out,2167-05-06 05:01:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,0,0,1,0,0,0 +SYN_0246,10018423,held_out,2167-05-06 05:01:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,,156.0,,,,1,0,0,1,0,0,0 +SYN_0247,10018423,held_out,2167-05-06 05:02:00,baseline,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,156.0,,,,1,0,0,1,0,0,0 +SYN_0248,10018423,held_out,2167-05-06 05:02:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,0,0,1,0,0,0 +SYN_0249,10018423,held_out,2167-05-06 05:02:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness.,agitated,0,0,0,1,0,0,0,,156.0,,,,1,0,0,1,0,0,0 +SYN_0250,10018423,held_out,2167-05-06 05:13:00,baseline,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,156.0,,,,1,1,0,1,0,0,0 +SYN_0251,10018423,held_out,2167-05-06 05:13:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,1,0,1,0,0,0 +SYN_0252,10018423,held_out,2167-05-06 05:13:00,agitated_focus,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,156.0,,,,1,1,0,1,0,0,0 +SYN_0253,10018423,held_out,2167-05-06 05:14:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,1,0,1,0,0,0 +SYN_0254,10018423,held_out,2167-05-06 05:14:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,156.0,,,,1,1,0,1,0,0,0 +SYN_0255,10018423,held_out,2167-05-06 05:14:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,156.0,,,,1,1,0,1,0,0,0 +SYN_0256,10018423,held_out,2167-05-06 05:23:00,baseline,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,97.0,109.0,,,,1,1,0,1,0,0,0 +SYN_0257,10018423,held_out,2167-05-06 05:23:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,97.0,109.0,,,,1,1,0,1,0,0,0 +SYN_0258,10018423,held_out,2167-05-06 05:23:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious",0,1,0,1,0,0,0,97.0,109.0,,,,1,1,0,1,0,0,0 +SYN_0259,10018423,held_out,2167-05-06 13:10:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0260,10018423,held_out,2167-05-06 13:10:00,pain_focus,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0261,10018423,held_out,2167-05-06 13:10:00,agitated_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0262,10018423,held_out,2167-05-06 13:11:00,baseline,Appears uncomfortable with ongoing pain concern. Patient appears improved and more comfortable at this time.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0263,10018423,held_out,2167-05-06 13:11:00,pain_focus,Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0264,10018423,held_out,2167-05-06 13:11:00,agitated_focus,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0265,10018423,held_out,2167-05-06 17:26:00,baseline,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,1,0,0,0,0,0 +SYN_0266,10018423,held_out,2167-05-06 17:26:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0267,10018423,held_out,2167-05-06 17:26:00,agitated_focus,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0268,10018423,held_out,2167-05-06 17:27:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0269,10018423,held_out,2167-05-06 17:27:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0270,10018423,held_out,2167-05-06 17:27:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0271,10019385,held_out,2180-02-21 08:02:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,194.0,,,,0,0,0,0,0,0,0 +SYN_0272,10019385,held_out,2180-02-21 08:02:00,stable_focus,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,194.0,,,,0,0,0,0,0,0,0 +SYN_0273,10019385,held_out,2180-02-21 09:38:00,baseline,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,261.0,,,,0,0,0,0,0,0,0 +SYN_0274,10019385,held_out,2180-02-21 09:38:00,stable_focus,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,,261.0,,,,0,0,0,0,0,0,0 +SYN_0275,10019385,held_out,2180-02-21 10:15:00,baseline,Patient calm and resting comfortably at this time.,calm,1,0,0,0,0,0,0,,310.0,,,,0,0,0,0,0,0,0 +SYN_0276,10019385,held_out,2180-02-21 10:15:00,stable_focus,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,310.0,,,,0,0,0,0,0,0,0 +SYN_0277,10019385,held_out,2180-02-21 11:22:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,224.0,,,,0,0,0,0,0,0,0 +SYN_0278,10019385,held_out,2180-02-21 11:22:00,stable_focus,Symptoms appear improved and patient is more settled.,improvement_stable,0,0,0,0,0,0,1,,224.0,,,,0,0,0,0,0,0,0 +SYN_0279,10019385,held_out,2180-02-21 12:33:00,baseline,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,224.0,,,,0,0,1,0,0,0,0 +SYN_0280,10019385,held_out,2180-02-21 12:33:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,224.0,,,,0,0,1,0,0,0,0 +SYN_0281,10019385,held_out,2180-02-21 12:33:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,224.0,,,,0,0,1,0,0,0,0 +SYN_0282,10019385,held_out,2180-02-21 12:34:00,baseline,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled. Patient calm and resting comfortably at this time.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,224.0,,,,0,0,1,0,0,0,0 +SYN_0283,10019385,held_out,2180-02-21 12:34:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,224.0,,,,0,0,1,0,0,0,0 +SYN_0284,10019385,held_out,2180-02-21 12:34:00,agitated_focus,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,224.0,,,,0,0,1,0,0,0,0 +SYN_0285,10019385,held_out,2180-02-21 12:36:00,baseline,Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,93.0,,,,0,0,1,0,0,0,0 +SYN_0286,10019385,held_out,2180-02-21 12:36:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,93.0,,,,0,0,1,0,0,0,0 +SYN_0287,10019385,held_out,2180-02-21 12:36:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness.,agitated,0,0,0,1,0,0,0,,93.0,,,,0,0,1,0,0,0,0 +SYN_0288,10019385,held_out,2180-02-21 14:06:00,baseline,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,93.0,,,,0,0,1,0,0,0,0 +SYN_0289,10019385,held_out,2180-02-21 14:06:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,93.0,,,,0,0,1,0,0,0,0 +SYN_0290,10019385,held_out,2180-02-21 14:06:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,93.0,,,,0,0,1,0,0,0,0 +SYN_0291,10019385,held_out,2180-02-21 14:07:00,baseline,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,93.0,,,,0,0,1,0,0,0,0 +SYN_0292,10019385,held_out,2180-02-21 14:07:00,pain_focus,Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,,93.0,,,,0,0,1,0,0,0,0 +SYN_0293,10019385,held_out,2180-02-21 14:07:00,agitated_focus,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,93.0,,,,0,0,1,0,0,0,0 +SYN_0294,10019385,held_out,2180-02-21 14:37:00,baseline,Borderline low blood oxygen level noted (PaO2 about 71 mm Hg). Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,,71.0,,,,0,0,1,0,0,0,0 +SYN_0295,10019385,held_out,2180-02-21 14:37:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 71 mm Hg).,respiratory_distress_concern,0,0,0,0,0,1,0,,71.0,,,,0,0,1,0,0,0,0 +SYN_0296,10019385,held_out,2180-02-21 14:37:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,71.0,,,,0,0,1,0,0,0,0 +SYN_0297,10019385,held_out,2180-02-21 15:18:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,99.0,,,,0,0,1,0,0,0,0 +SYN_0298,10019385,held_out,2180-02-21 15:18:00,pain_focus,Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,,99.0,,,,0,0,1,0,0,0,0 +SYN_0299,10019385,held_out,2180-02-21 15:18:00,agitated_focus,Patient appears unsettled and intermittently agitated. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,,99.0,,,,0,0,1,0,0,0,0 +SYN_0300,10019385,held_out,2180-02-21 16:41:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,98.0,,,,0,0,1,0,0,0,0 +SYN_0301,10019385,held_out,2180-02-21 16:41:00,pain_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,98.0,,,,0,0,1,0,0,0,0 +SYN_0302,10019385,held_out,2180-02-21 16:41:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,98.0,,,,0,0,1,0,0,0,0 +SYN_0303,10019385,held_out,2180-02-21 17:15:00,baseline,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","calm, improvement_stable",1,0,0,0,0,0,1,,122.0,,,,0,0,0,0,0,0,0 +SYN_0304,10019385,held_out,2180-02-21 17:15:00,stable_focus,Overall presentation is stable with less visible distress. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,,122.0,,,,0,0,0,0,0,0,0 +SYN_0305,10019385,held_out,2180-02-21 19:09:00,baseline,Patient calm and resting comfortably at this time.,calm,1,0,0,0,0,0,0,,148.0,,,,0,0,0,0,0,0,0 +SYN_0306,10019385,held_out,2180-02-21 19:09:00,stable_focus,Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,,148.0,,,,0,0,0,0,0,0,0 +SYN_0307,10019385,held_out,2180-02-21 21:39:00,baseline,Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,148.0,,,,0,0,0,1,0,0,0 +SYN_0308,10019385,held_out,2180-02-21 21:39:00,pain_focus,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,,148.0,,,,0,0,0,1,0,0,0 +SYN_0309,10019385,held_out,2180-02-21 21:39:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,148.0,,,,0,0,0,1,0,0,0 +SYN_0310,10019385,held_out,2180-02-21 21:40:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,148.0,,,,0,0,0,1,0,0,0 +SYN_0311,10019385,held_out,2180-02-21 21:40:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,148.0,,,,0,0,0,1,0,0,0 +SYN_0312,10019385,held_out,2180-02-21 21:40:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness.,agitated,0,0,0,1,0,0,0,,148.0,,,,0,0,0,1,0,0,0 +SYN_0313,10019385,held_out,2180-02-21 22:17:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,0,0,1,0,0,0 +SYN_0314,10019385,held_out,2180-02-21 22:17:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,0,0,1,0,0,0 +SYN_0315,10019385,held_out,2180-02-21 22:17:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,,81.0,,,,0,0,0,1,0,0,0 +SYN_0316,10019385,held_out,2180-02-22 00:45:00,baseline,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,81.0,,,,0,1,0,0,0,0,0 +SYN_0317,10019385,held_out,2180-02-22 00:45:00,pain_focus,Patient complains of pain and remains uneasy. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0318,10019385,held_out,2180-02-22 00:45:00,agitated_focus,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0319,10019385,held_out,2180-02-22 00:46:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0320,10019385,held_out,2180-02-22 00:46:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0321,10019385,held_out,2180-02-22 00:46:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0322,10019385,held_out,2180-02-22 03:15:00,baseline,Patient complains of pain and remains uneasy. Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,81.0,,,,0,1,0,0,0,0,0 +SYN_0323,10019385,held_out,2180-02-22 03:15:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0324,10019385,held_out,2180-02-22 03:15:00,agitated_focus,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0325,10019385,held_out,2180-02-22 03:16:00,baseline,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,81.0,,,,0,1,0,0,0,0,0 +SYN_0326,10019385,held_out,2180-02-22 03:16:00,pain_focus,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0327,10019385,held_out,2180-02-22 03:16:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious",0,1,0,1,0,0,0,,81.0,,,,0,1,0,0,0,0,0 +SYN_0328,10019385,held_out,2180-02-22 03:20:00,baseline,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,81.0,,,,0,1,1,0,0,0,0 +SYN_0329,10019385,held_out,2180-02-22 03:20:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,1,1,0,0,0,0 +SYN_0330,10019385,held_out,2180-02-22 03:20:00,agitated_focus,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,,81.0,,,,0,1,1,0,0,0,0 +SYN_0331,10019385,held_out,2180-02-22 03:21:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,81.0,,,,0,1,1,0,0,0,0 +SYN_0332,10019385,held_out,2180-02-22 03:21:00,pain_focus,Patient restless and increasingly agitated during observation. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,81.0,,,,0,1,1,0,0,0,0 +SYN_0333,10019385,held_out,2180-02-22 03:21:00,agitated_focus,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort. Looks nervous and remains on edge.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,81.0,,,,0,1,1,0,0,0,0 +SYN_0334,10019385,held_out,2180-02-22 04:30:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0335,10019385,held_out,2180-02-22 04:30:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0336,10019385,held_out,2180-02-22 04:30:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0337,10019385,held_out,2180-02-22 04:31:00,baseline,Reports discomfort and appears uncomfortable. Patient appears improved and more comfortable at this time.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,1,0,0,0 +SYN_0338,10019385,held_out,2180-02-22 04:31:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0339,10019385,held_out,2180-02-22 04:31:00,agitated_focus,Patient appears unsettled and intermittently agitated. Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0340,10019385,held_out,2180-02-22 05:50:00,baseline,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,1,0,0,0 +SYN_0341,10019385,held_out,2180-02-22 05:50:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0342,10019385,held_out,2180-02-22 05:50:00,agitated_focus,Patient restless and increasingly agitated during observation. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0343,10019385,held_out,2180-02-22 05:51:00,baseline,Pain concern noted with visible discomfort. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,1,1,1,0,0,0 +SYN_0344,10019385,held_out,2180-02-22 05:51:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0345,10019385,held_out,2180-02-22 05:51:00,agitated_focus,Irritable and unable to remain settled. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,1,1,0,0,0 +SYN_0346,10019385,held_out,2180-02-22 07:35:00,baseline,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0347,10019385,held_out,2180-02-22 07:35:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0348,10019385,held_out,2180-02-22 07:35:00,agitated_focus,Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0349,10019385,held_out,2180-02-22 07:36:00,baseline,Pain concern noted with visible discomfort. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0350,10019385,held_out,2180-02-22 07:36:00,pain_focus,Pain concern noted with visible discomfort. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0351,10019385,held_out,2180-02-22 07:36:00,agitated_focus,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0352,10019385,held_out,2180-02-22 07:55:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0353,10019385,held_out,2180-02-22 07:55:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0354,10019385,held_out,2180-02-22 07:55:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0355,10019385,held_out,2180-02-22 07:56:00,baseline,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0356,10019385,held_out,2180-02-22 07:56:00,pain_focus,Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0357,10019385,held_out,2180-02-22 07:56:00,agitated_focus,Patient appears unsettled and intermittently agitated. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0358,10019385,held_out,2180-02-22 11:10:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0359,10019385,held_out,2180-02-22 11:10:00,pain_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0360,10019385,held_out,2180-02-22 11:10:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0361,10019385,held_out,2180-02-22 11:11:00,baseline,Reports discomfort and appears uncomfortable. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,0,0,1,0,0,0 +SYN_0362,10019385,held_out,2180-02-22 11:11:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0363,10019385,held_out,2180-02-22 11:11:00,agitated_focus,Patient appears unsettled and intermittently agitated. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,0,1,0,0,0 +SYN_0364,10019385,held_out,2180-02-22 11:30:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0365,10019385,held_out,2180-02-22 11:30:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0366,10019385,held_out,2180-02-22 11:30:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0367,10019385,held_out,2180-02-22 11:31:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0368,10019385,held_out,2180-02-22 11:31:00,pain_focus,Reports discomfort and appears uncomfortable. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0369,10019385,held_out,2180-02-22 11:31:00,agitated_focus,Irritable and unable to remain settled. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,0,1,1,0,0,0 +SYN_0370,10019385,held_out,2180-02-22 15:00:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0371,10019385,held_out,2180-02-22 15:00:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0372,10019385,held_out,2180-02-22 15:00:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness.,agitated,0,0,0,1,0,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0373,10019385,held_out,2180-02-22 15:01:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0374,10019385,held_out,2180-02-22 15:01:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0375,10019385,held_out,2180-02-22 15:01:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0376,10019385,held_out,2180-02-22 15:41:00,baseline,Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0377,10019385,held_out,2180-02-22 15:41:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0378,10019385,held_out,2180-02-22 15:41:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness.,agitated,0,0,0,1,0,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0379,10019385,held_out,2180-02-22 15:42:00,baseline,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0380,10019385,held_out,2180-02-22 15:42:00,pain_focus,Patient complains of pain and remains uneasy. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0381,10019385,held_out,2180-02-22 15:42:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0382,10022880,held_out,2177-03-15 05:47:00,baseline,Borderline low blood oxygen level noted (PaO2 about 75 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,75.0,,,,0,0,0,0,0,0,0 +SYN_0383,10022880,held_out,2177-03-15 05:47:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 75 mm Hg). Patient seems uneasy and asks frequent reassurance questions.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,,75.0,,,,0,0,0,0,0,0,0 +SYN_0384,10023771,held_out,2113-08-19 09:34:00,baseline,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,96.0,96.0,,,,0,0,0,0,0,0,0 +SYN_0385,10023771,held_out,2113-08-19 09:34:00,stable_focus,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,96.0,96.0,,,,0,0,0,0,0,0,0 +SYN_0386,10023771,held_out,2113-08-25 07:29:00,baseline,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,,405.0,,,,0,0,0,0,0,0,0 +SYN_0387,10023771,held_out,2113-08-25 07:29:00,stable_focus,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,,405.0,,,,0,0,0,0,0,0,0 +SYN_0388,10023771,held_out,2113-08-25 09:10:00,baseline,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,,403.0,,,,0,0,0,0,0,0,0 +SYN_0389,10023771,held_out,2113-08-25 09:10:00,stable_focus,Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"calm, improvement_stable",1,0,0,0,0,0,1,,403.0,,,,0,0,0,0,0,0,0 +SYN_0390,10023771,held_out,2113-08-25 10:10:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,360.0,,,,0,0,0,0,0,0,0 +SYN_0391,10023771,held_out,2113-08-25 10:10:00,stable_focus,Patient appears improved and more comfortable at this time. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,360.0,,,,0,0,0,0,0,0,0 +SYN_0392,10023771,held_out,2113-08-25 11:34:00,baseline,Patient calm and resting comfortably at this time.,calm,1,0,0,0,0,0,0,,241.0,,,,0,0,0,0,0,0,0 +SYN_0393,10023771,held_out,2113-08-25 11:34:00,stable_focus,Symptoms appear improved and patient is more settled. Patient resting quietly and remains calm.,"calm, improvement_stable",1,0,0,0,0,0,1,,241.0,,,,0,0,0,0,0,0,0 +SYN_0394,10023771,held_out,2113-08-25 12:55:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,263.0,,,,0,0,0,0,0,0,0 +SYN_0395,10023771,held_out,2113-08-25 12:55:00,stable_focus,Overall presentation is stable with less visible distress. Patient calm and resting comfortably at this time.,"calm, improvement_stable",1,0,0,0,0,0,1,,263.0,,,,0,0,0,0,0,0,0 +SYN_0396,10023771,held_out,2113-08-25 16:45:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,,153.0,,,,0,0,0,0,0,0,0 +SYN_0397,10023771,held_out,2113-08-25 16:45:00,stable_focus,Patient appears improved and more comfortable at this time. Patient resting quietly and remains calm.,"calm, improvement_stable",1,0,0,0,0,0,1,,153.0,,,,0,0,0,0,0,0,0 +SYN_0398,10023771,held_out,2113-08-25 19:53:00,baseline,Reports discomfort and appears uncomfortable. Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,153.0,,,,1,0,0,0,0,0,0 +SYN_0399,10023771,held_out,2113-08-25 19:53:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0400,10023771,held_out,2113-08-25 19:53:00,agitated_focus,Patient appears unsettled and intermittently agitated. Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0401,10023771,held_out,2113-08-25 19:54:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0402,10023771,held_out,2113-08-25 19:54:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0403,10023771,held_out,2113-08-25 19:54:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious",0,1,0,1,0,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0404,10023771,held_out,2113-08-25 21:49:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0405,10023771,held_out,2113-08-25 21:49:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0406,10023771,held_out,2113-08-25 21:49:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0407,10023771,held_out,2113-08-25 21:50:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0408,10023771,held_out,2113-08-25 21:50:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0409,10023771,held_out,2113-08-25 21:50:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,,153.0,,,,1,0,0,0,0,0,0 +SYN_0410,10023771,held_out,2113-08-25 22:55:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0411,10023771,held_out,2113-08-25 22:55:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0412,10023771,held_out,2113-08-25 22:55:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0413,10023771,held_out,2113-08-26 01:00:00,baseline,Pain concern noted with visible discomfort. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,171.0,,,,1,0,0,0,0,0,0 +SYN_0414,10023771,held_out,2113-08-26 01:00:00,pain_focus,Patient restless and increasingly agitated during observation. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0415,10023771,held_out,2113-08-26 01:00:00,agitated_focus,Irritable and unable to remain settled. Pain concern noted with visible discomfort.,"agitated, pain_concern",0,0,0,1,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0416,10023771,held_out,2113-08-26 01:01:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0417,10023771,held_out,2113-08-26 01:01:00,pain_focus,Pain concern noted with visible discomfort. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern",0,1,0,0,1,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0418,10023771,held_out,2113-08-26 01:01:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious",0,1,0,1,0,0,0,,171.0,,,,1,0,0,0,0,0,0 +SYN_0419,10023771,held_out,2113-08-26 03:37:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,98.0,133.0,,,,1,0,0,0,0,0,0 +SYN_0420,10023771,held_out,2113-08-26 03:37:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,98.0,133.0,,,,1,0,0,0,0,0,0 +SYN_0421,10023771,held_out,2113-08-26 03:37:00,agitated_focus,Irritable and unable to remain settled.,agitated,0,0,0,1,0,0,0,98.0,133.0,,,,1,0,0,0,0,0,0 +SYN_0422,10023771,held_out,2113-08-26 06:56:00,baseline,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,98.0,146.0,,,,0,0,0,0,0,0,0 +SYN_0423,10023771,held_out,2113-08-26 06:56:00,stable_focus,Patient appears improved and more comfortable at this time. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,98.0,146.0,,,,0,0,0,0,0,0,0 +SYN_0424,10023771,held_out,2113-08-26 08:04:00,baseline,Patient complains of pain and remains uneasy. Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,98.0,146.0,,,,1,0,0,0,0,0,0 +SYN_0425,10023771,held_out,2113-08-26 08:04:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,98.0,146.0,,,,1,0,0,0,0,0,0 +SYN_0426,10023771,held_out,2113-08-26 08:04:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,98.0,146.0,,,,1,0,0,0,0,0,0 +SYN_0427,10023771,held_out,2113-08-26 08:05:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,98.0,146.0,,,,1,0,0,0,0,0,0 +SYN_0428,10023771,held_out,2113-08-26 08:05:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,98.0,146.0,,,,1,0,0,0,0,0,0 +SYN_0429,10023771,held_out,2113-08-26 08:05:00,agitated_focus,Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"agitated, anxious",0,1,0,1,0,0,0,98.0,146.0,,,,1,0,0,0,0,0,0 +SYN_0430,10023771,held_out,2113-08-26 08:59:00,baseline,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Pain concern noted with visible discomfort.,"pain_concern, respiratory_distress_concern",0,0,0,0,1,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0431,10023771,held_out,2113-08-26 08:59:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg).,respiratory_distress_concern,0,0,0,0,0,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0432,10023771,held_out,2113-08-26 08:59:00,pain_focus,Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern",0,1,0,0,1,0,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0433,10023771,held_out,2113-08-26 09:20:00,baseline,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Reports discomfort and appears uncomfortable. Looks nervous and remains on edge.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0434,10023771,held_out,2113-08-26 09:20:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0435,10023771,held_out,2113-08-26 09:20:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0436,10023771,held_out,2113-08-26 09:21:00,baseline,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Patient complains of pain and remains uneasy. Patient appears anxious and repeatedly seeks reassurance.,"anxious, pain_concern, respiratory_distress_concern",0,1,0,0,1,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0437,10023771,held_out,2113-08-26 09:21:00,resp_focus,Borderline low blood oxygen level noted (PaO2 about 79 mm Hg). Patient appears anxious and repeatedly seeks reassurance.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0438,10023771,held_out,2113-08-26 09:21:00,pain_focus,Appears uncomfortable with ongoing pain concern. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0439,10023771,held_out,2113-08-26 13:40:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,96.0,91.0,36.900001525878906,,,0,0,0,0,0,0,0 +SYN_0440,10023771,held_out,2113-08-26 13:40:00,stable_focus,Symptoms appear improved and patient is more settled.,improvement_stable,0,0,0,0,0,0,1,96.0,91.0,36.900001525878906,,,0,0,0,0,0,0,0 +SYN_0441,10025463,held_out,2137-10-08 20:53:00,baseline,Overall presentation is stable with less visible distress.,improvement_stable,0,0,0,0,0,0,1,99.0,301.0,,,,0,0,0,0,0,0,0 +SYN_0442,10025463,held_out,2137-10-08 20:53:00,stable_focus,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,99.0,301.0,,,,0,0,0,0,0,0,0 +SYN_0443,10025463,held_out,2137-10-08 23:23:00,baseline,Observed to be relaxed with no acute behavioral concern.,calm,1,0,0,0,0,0,0,99.0,153.0,,,,0,0,0,0,0,0,0 +SYN_0444,10025463,held_out,2137-10-08 23:23:00,stable_focus,Patient appears improved and more comfortable at this time.,improvement_stable,0,0,0,0,0,0,1,99.0,153.0,,,,0,0,0,0,0,0,0 +SYN_0445,10025463,held_out,2137-10-09 01:11:00,baseline,Symptoms appear improved and patient is more settled.,improvement_stable,0,0,0,0,0,0,1,99.0,82.0,,,,0,0,0,0,0,0,0 +SYN_0446,10025463,held_out,2137-10-09 01:11:00,stable_focus,Condition appears more settled and stable compared with earlier observation. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,99.0,82.0,,,,0,0,0,0,0,0,0 +SYN_0447,10025463,held_out,2137-10-09 06:14:00,baseline,Patient calm and resting comfortably at this time.,calm,1,0,0,0,0,0,0,,97.0,,,,0,0,0,0,0,0,0 +SYN_0448,10025463,held_out,2137-10-09 06:14:00,stable_focus,"Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","calm, improvement_stable",1,0,0,0,0,0,1,,97.0,,,,0,0,0,0,0,0,0 +SYN_0449,10025463,held_out,2137-10-09 15:15:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0450,10025463,held_out,2137-10-09 15:15:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0451,10025463,held_out,2137-10-09 15:15:00,agitated_focus,Irritable and unable to remain settled. Patient complains of pain and remains uneasy. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0452,10025463,held_out,2137-10-09 15:16:00,baseline,Pain concern noted with visible discomfort. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,1,0,0,0,0,0,0 +SYN_0453,10025463,held_out,2137-10-09 15:16:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0454,10025463,held_out,2137-10-09 15:16:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0455,10025463,held_out,2137-10-09 15:30:00,baseline,"Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time. Appears comfortable, cooperative, and settled.","calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,1,0,0,0,0,0,0 +SYN_0456,10025463,held_out,2137-10-09 15:30:00,pain_focus,Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0457,10025463,held_out,2137-10-09 15:30:00,agitated_focus,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern. Appears worried and is unable to fully relax.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0458,10025463,held_out,2137-10-09 15:31:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0459,10025463,held_out,2137-10-09 15:31:00,pain_focus,Appears uncomfortable with ongoing pain concern. Looks nervous and remains on edge.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0460,10025463,held_out,2137-10-09 15:31:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,1,0,0,0,0,0,0 +SYN_0461,10026354,held_out,2119-10-26 06:25:00,baseline,Breathless appearance with oxygen saturation near 48%. Patient seems uneasy and asks frequent reassurance questions.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,48.0,31.0,,,,0,0,0,0,0,0,0 +SYN_0462,10026354,held_out,2119-10-26 06:25:00,resp_focus,Increased work of breathing noted with low oxygen saturation around 48%. Irritable and unable to remain settled. Appears worried and is unable to fully relax.,"agitated, anxious, respiratory_distress_concern",0,1,0,1,0,1,0,48.0,31.0,,,,0,0,0,0,0,0,0 +SYN_0463,10026354,held_out,2119-10-26 06:25:00,confused_focus,Periods of confusion noted during assessment. Patient appears anxious and repeatedly seeks reassurance.,"anxious, confused",0,1,1,0,0,0,0,48.0,31.0,,,,0,0,0,0,0,0,0 +SYN_0464,10026354,held_out,2119-10-26 07:22:00,baseline,Condition appears more settled and stable compared with earlier observation.,improvement_stable,0,0,0,0,0,0,1,97.0,361.0,,,,0,0,0,0,0,0,0 +SYN_0465,10026354,held_out,2119-10-26 07:22:00,stable_focus,Symptoms appear improved and patient is more settled. Observed to be relaxed with no acute behavioral concern.,"calm, improvement_stable",1,0,0,0,0,0,1,97.0,361.0,,,,0,0,0,0,0,0,0 +SYN_0466,10026354,held_out,2119-10-26 08:46:00,baseline,Appears uncomfortable with ongoing pain concern. Symptoms appear improved and patient is more settled.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,97.0,361.0,,,,0,0,1,0,0,0,0 +SYN_0467,10026354,held_out,2119-10-26 08:46:00,pain_focus,Irritable and unable to remain settled. Appears uncomfortable with ongoing pain concern.,"agitated, pain_concern",0,0,0,1,1,0,0,97.0,361.0,,,,0,0,1,0,0,0,0 +SYN_0468,10026354,held_out,2119-10-26 08:46:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,97.0,361.0,,,,0,0,1,0,0,0,0 +SYN_0469,10026354,held_out,2119-10-26 09:12:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,97.0,455.0,,,,0,0,1,0,0,0,0 +SYN_0470,10026354,held_out,2119-10-26 09:12:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,97.0,455.0,,,,0,0,1,0,0,0,0 +SYN_0471,10026354,held_out,2119-10-26 09:12:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,97.0,455.0,,,,0,0,1,0,0,0,0 +SYN_0472,10026354,held_out,2119-10-26 19:39:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0473,10026354,held_out,2119-10-26 19:39:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0474,10026354,held_out,2119-10-26 19:39:00,agitated_focus,Patient appears unsettled and intermittently agitated. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,0,1,0,0,0,0 +SYN_0475,10026354,held_out,2119-10-26 21:25:00,baseline,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation. Patient resting quietly and remains calm.,"calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0476,10026354,held_out,2119-10-26 21:25:00,pain_focus,Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0477,10026354,held_out,2119-10-26 21:25:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Reports discomfort and appears uncomfortable. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0478,10026354,held_out,2119-10-26 21:26:00,baseline,Pain concern noted with visible discomfort. Patient appears improved and more comfortable at this time.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,1,0,0,0,0 +SYN_0479,10026354,held_out,2119-10-26 21:26:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0480,10026354,held_out,2119-10-26 21:26:00,agitated_focus,Patient restless and increasingly agitated during observation. Looks nervous and remains on edge.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0481,10026354,held_out,2119-10-26 22:08:00,baseline,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0482,10026354,held_out,2119-10-26 22:08:00,pain_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0483,10026354,held_out,2119-10-26 22:08:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0484,10026354,held_out,2119-10-26 22:09:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0485,10026354,held_out,2119-10-26 22:09:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0486,10026354,held_out,2119-10-26 22:09:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,1,0,0,0,0 +SYN_0487,10026354,held_out,2119-10-27 01:08:00,baseline,"Reports discomfort and appears uncomfortable. Overall presentation is stable with less visible distress. Appears comfortable, cooperative, and settled.","calm, improvement_stable, pain_concern",1,0,0,0,1,0,1,,,,,,0,1,0,0,0,0,0 +SYN_0488,10026354,held_out,2119-10-27 01:08:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0489,10026354,held_out,2119-10-27 01:08:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Pain concern noted with visible discomfort. Patient seems uneasy and asks frequent reassurance questions.,"agitated, anxious, pain_concern",0,1,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0490,10026354,held_out,2119-10-27 01:09:00,baseline,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0491,10026354,held_out,2119-10-27 01:09:00,pain_focus,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0492,10026354,held_out,2119-10-27 01:09:00,agitated_focus,Patient restless and increasingly agitated during observation.,agitated,0,0,0,1,0,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0493,10026354,held_out,2119-10-27 06:32:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0494,10026354,held_out,2119-10-27 06:32:00,pain_focus,Reports discomfort and appears uncomfortable. Appears worried and is unable to fully relax.,"anxious, pain_concern",0,1,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0495,10026354,held_out,2119-10-27 06:32:00,agitated_focus,Patient appears unsettled and intermittently agitated. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0496,10026354,held_out,2119-10-27 06:33:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0497,10026354,held_out,2119-10-27 06:33:00,pain_focus,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0498,10026354,held_out,2119-10-27 06:33:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0499,10026354,held_out,2119-10-27 09:00:00,baseline,Reports discomfort and appears uncomfortable.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0500,10026354,held_out,2119-10-27 09:00:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0501,10026354,held_out,2119-10-27 09:00:00,agitated_focus,Patient appears unsettled and intermittently agitated.,agitated,0,0,0,1,0,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0502,10026354,held_out,2119-10-27 09:01:00,baseline,Patient complains of pain and remains uneasy.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0503,10026354,held_out,2119-10-27 09:01:00,pain_focus,Appears uncomfortable with ongoing pain concern.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0504,10026354,held_out,2119-10-27 09:01:00,agitated_focus,Agitated behavior noted with frequent repositioning and restlessness. Patient appears anxious and repeatedly seeks reassurance.,"agitated, anxious",0,1,0,1,0,0,0,,,,,,0,1,0,1,0,0,0 +SYN_0505,10026354,held_out,2119-10-27 12:25:00,baseline,Appears uncomfortable with ongoing pain concern. Condition appears more settled and stable compared with earlier observation.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,0,0,0,0,0 +SYN_0506,10026354,held_out,2119-10-27 12:25:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0507,10026354,held_out,2119-10-27 12:25:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0508,10026354,held_out,2119-10-27 12:26:00,baseline,Patient complains of pain and remains uneasy. Overall presentation is stable with less visible distress.,"improvement_stable, pain_concern",0,0,0,0,1,0,1,,,,,,0,1,0,0,0,0,0 +SYN_0509,10026354,held_out,2119-10-27 12:26:00,pain_focus,Pain concern noted with visible discomfort.,pain_concern,0,0,0,0,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0510,10026354,held_out,2119-10-27 12:26:00,agitated_focus,Patient restless and increasingly agitated during observation. Patient complains of pain and remains uneasy.,"agitated, pain_concern",0,0,0,1,1,0,0,,,,,,0,1,0,0,0,0,0 +SYN_0511,10029484,held_out,2160-11-08 00:53:00,baseline,"Blood gas oxygen level is reduced (PaO2 about 58 mm Hg), with respiratory concern.",respiratory_distress_concern,0,0,0,0,0,1,0,87.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0512,10029484,held_out,2160-11-08 00:53:00,resp_focus,Increased work of breathing noted with low oxygen saturation around 87%. Patient confused at times and requires reorientation.,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,87.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0513,10029484,held_out,2160-11-08 00:53:00,confused_focus,"Blood gas oxygen level is reduced (PaO2 about 58 mm Hg), with respiratory concern. Appears disoriented and needs repeated redirection.","confused, respiratory_distress_concern",0,0,1,0,0,1,0,87.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0514,10029484,held_out,2160-11-08 03:25:00,baseline,Increased work of breathing noted with low oxygen saturation around 40%. Looks nervous and remains on edge.,"anxious, respiratory_distress_concern",0,1,0,0,0,1,0,40.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0515,10029484,held_out,2160-11-08 03:25:00,resp_focus,Increased work of breathing noted with low oxygen saturation around 40%.,respiratory_distress_concern,0,0,0,0,0,1,0,40.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0516,10029484,held_out,2160-11-08 03:25:00,confused_focus,Periods of confusion noted during assessment. Appears worried and is unable to fully relax.,"anxious, confused",0,1,1,0,0,0,0,40.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0517,10016742,held_out,2178-07-14 12:45:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0518,10016742,held_out,2178-07-14 12:15:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0519,10012853,held_out,2176-11-27 06:21:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 47 mm Hg).,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,,47.0,,,,0,0,0,0,0,0,0 +SYN_0520,10019385,held_out,2180-02-21 14:37:00,confused_focus_extra,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 71 mm Hg).,"anxious, confused, pain_concern, respiratory_distress_concern",0,1,1,0,1,1,0,,71.0,,,,0,0,1,0,0,0,0 +SYN_0521,10029484,held_out,2160-11-08 00:53:00,confused_focus_extra,Patient confused at times and requires reorientation. Respiratory concern persists with oxygen saturation around 87%.,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,87.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0522,10016742,held_out,2178-07-24 18:15:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0523,10012853,held_out,2176-11-27 15:43:00,confused_focus_extra,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 45 mm Hg).,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,,45.0,,,,0,0,0,0,0,0,0 +SYN_0524,10016742,held_out,2178-07-24 18:16:00,confused_focus_extra,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0525,10016742,held_out,2178-07-24 08:57:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0526,10016742,held_out,2178-07-14 12:21:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0527,10014729,held_out,2125-02-27 15:11:00,confused_focus_extra,Patient confused at times and requires reorientation. Respiratory concern persists with oxygen saturation around 91%.,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,91.0,292.0,,,,0,0,0,0,0,0,0 +SYN_0528,10016742,held_out,2178-07-14 12:20:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Clinical review suggests ongoing physiologic concern.,confused,0,0,1,0,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0529,10016742,held_out,2178-07-14 12:01:00,confused_focus_extra,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0530,10023771,held_out,2113-08-26 09:20:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"anxious, confused, pain_concern, respiratory_distress_concern",0,1,1,0,1,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0531,10016742,held_out,2178-07-03 18:19:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Respiratory concern persists with oxygen saturation around 88%.,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,88.0,65.0,,,,0,0,0,0,0,0,0 +SYN_0532,10016742,held_out,2178-07-22 09:28:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 38 mm Hg).,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,,38.0,,,,0,0,0,0,0,0,0 +SYN_0533,10012853,held_out,2176-11-26 01:52:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 77 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,77.0,,,,0,0,0,0,0,0,0 +SYN_0534,10023771,held_out,2113-08-26 08:59:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"anxious, confused, pain_concern, respiratory_distress_concern",0,1,1,0,1,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0535,10012853,held_out,2176-11-27 12:42:00,confused_focus_extra,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 67 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,67.0,,,,0,0,0,0,0,0,0 +SYN_0536,10016742,held_out,2178-07-14 12:00:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,confused,0,0,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0537,10012853,held_out,2176-11-26 04:24:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 54 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,54.0,,,,0,0,0,0,0,0,0 +SYN_0538,10016742,held_out,2178-07-24 19:00:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 +SYN_0539,10016742,held_out,2178-07-24 00:54:00,confused_focus_extra,Patient confused at times and requires reorientation. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0540,10012853,held_out,2176-11-26 20:04:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 51 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,51.0,,,,0,0,0,0,0,0,0 +SYN_0541,10029484,held_out,2160-11-08 03:25:00,confused_focus_extra,Patient confused at times and requires reorientation. Respiratory concern persists with oxygen saturation around 40%.,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,40.0,58.0,,,,0,0,0,0,0,0,0 +SYN_0542,10026354,held_out,2119-10-26 06:25:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Respiratory concern persists with oxygen saturation around 48%.,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,48.0,31.0,,,,0,0,0,0,0,0,0 +SYN_0543,10012853,held_out,2176-11-27 04:58:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 37 mm Hg).,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,,37.0,,,,0,0,0,0,0,0,0 +SYN_0544,10023771,held_out,2113-08-26 09:21:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 79 mm Hg).,"anxious, confused, pain_concern, respiratory_distress_concern",0,1,1,0,1,1,0,94.0,79.0,37.400001525878906,,,1,0,0,0,0,0,0 +SYN_0545,10016742,held_out,2178-07-24 08:56:00,confused_focus_extra,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,1,0,0 +SYN_0546,10022880,held_out,2177-03-15 05:47:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 75 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,75.0,,,,0,0,0,0,0,0,0 +SYN_0547,10016742,held_out,2178-07-04 01:03:00,confused_focus_extra,Patient confused at times and requires reorientation. Blood gas oxygen level remains low (PaO2 about 51 mm Hg).,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,99.0,51.0,,50.0,,0,0,0,0,0,0,0 +SYN_0548,10016742,held_out,2178-07-24 05:08:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Blood gas oxygen level remains low (PaO2 about 36 mm Hg).,"confused, respiratory_distress_concern",0,0,1,0,0,1,0,,36.0,36.400001525878906,40.0,,0,0,0,0,0,0,0 +SYN_0549,10016742,held_out,2178-07-14 12:46:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0550,10016742,held_out,2178-07-24 00:53:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Clinical review suggests ongoing physiologic concern.,confused,0,0,1,0,0,0,0,,,,,,0,0,0,1,1,0,0 +SYN_0551,10012853,held_out,2176-11-28 05:57:00,confused_focus_extra,Intermittent confusion noted with repeated redirection needed. Blood gas oxygen level remains low (PaO2 about 68 mm Hg).,"anxious, confused, respiratory_distress_concern",0,1,1,0,0,1,0,,68.0,,,,0,0,0,0,0,0,0 +SYN_0552,10016742,held_out,2178-07-14 12:16:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Clinical review suggests ongoing physiologic concern.,confused,0,0,1,0,0,0,0,,,,,,0,0,1,0,1,0,0 +SYN_0553,10016742,held_out,2178-07-24 19:01:00,confused_focus_extra,Patient appears disoriented and forgetful during assessment. Clinical review suggests ongoing physiologic concern.,"anxious, confused",0,1,1,0,0,0,0,,,,,,0,0,0,0,1,0,0 diff --git a/AI Guardian/emotional_tagging_and_alert_system/synthetic_vitals_timeseries.csv b/AI Guardian/emotional_tagging_and_alert_system/synthetic_vitals_timeseries.csv new file mode 100644 index 000000000..2628a5aa7 --- /dev/null +++ b/AI Guardian/emotional_tagging_and_alert_system/synthetic_vitals_timeseries.csv @@ -0,0 +1,6637 @@ +note_id,subject_id,measurement_time,minutes_before_note,HR,RR,SBP,DBP,SpO2,Temp,GCS,MAP +SYN_0001,10012853,2175-04-05 01:15:00,330,74.4,11.9,129.0,83.5,93.1,36.6,15,98.7 +SYN_0001,10012853,2175-04-05 01:45:00,300,69.5,14.0,109.8,83.0,97.2,37.0,15,91.9 +SYN_0001,10012853,2175-04-05 02:15:00,270,75.7,12.3,124.4,68.3,97.3,37.0,15,87.0 +SYN_0001,10012853,2175-04-05 02:45:00,240,66.6,16.4,118.1,72.6,95.5,37.2,15,87.8 +SYN_0001,10012853,2175-04-05 03:15:00,210,75.3,14.9,145.7,72.7,95.2,36.8,15,97.0 +SYN_0001,10012853,2175-04-05 03:45:00,180,81.0,13.8,109.9,69.4,97.0,37.2,15,82.9 +SYN_0001,10012853,2175-04-05 04:15:00,150,66.7,14.5,121.4,77.7,97.3,37.1,15,92.3 +SYN_0001,10012853,2175-04-05 04:45:00,120,72.5,14.6,127.6,64.3,95.5,36.9,15,85.4 +SYN_0001,10012853,2175-04-05 05:15:00,90,69.8,17.0,109.6,83.7,93.5,36.9,15,92.3 +SYN_0001,10012853,2175-04-05 05:45:00,60,76.7,15.4,129.5,73.2,95.3,37.3,15,92.0 +SYN_0001,10012853,2175-04-05 06:15:00,30,61.8,11.7,109.0,80.0,96.2,37.2,15,89.7 +SYN_0001,10012853,2175-04-05 06:45:00,0,73.3,15.3,116.3,79.7,95.0,36.9,15,91.9 +SYN_0002,10012853,2175-04-05 01:15:00,330,60.8,14.6,112.0,74.5,96.4,37.1,15,87.0 +SYN_0002,10012853,2175-04-05 01:45:00,300,69.8,12.8,116.9,61.0,93.6,36.5,15,79.6 +SYN_0002,10012853,2175-04-05 02:15:00,270,73.9,11.9,113.5,85.1,95.2,37.2,15,94.6 +SYN_0002,10012853,2175-04-05 02:45:00,240,69.2,11.8,114.2,81.6,93.2,37.1,15,92.5 +SYN_0002,10012853,2175-04-05 03:15:00,210,66.2,10.9,119.3,70.7,96.2,37.0,15,86.9 +SYN_0002,10012853,2175-04-05 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LTS image +FROM node:18 + +# Set working directory +WORKDIR /usr/src/app + +# Copy package.json and install dependencies +COPY package*.json ./ +RUN npm install + +# Copy source code +COPY . . + +# Expose port 3000 +EXPOSE 3000 + +# Start the app +CMD [ "npm", "start" ] diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/index.js new file mode 100644 index 000000000..9eb89147f --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/index.js @@ -0,0 +1,12 @@ +// index.js +const express = require('express'); +const app = express(); +const port = process.env.PORT || 3000; + +app.get('/', (req, res) => { + res.send('SIT323 Task 5.2D is running!'); +}); + +app.listen(port, () => { + console.log(`App listening on port ${port}`); +}); diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime new file mode 100644 index 000000000..7751de3cb --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime @@ -0,0 +1,16 @@ +#!/bin/sh +basedir=$(dirname "$(echo "$0" | sed -e 's,\\,/,g')") + +case `uname` in + *CYGWIN*|*MINGW*|*MSYS*) + if command -v cygpath > /dev/null 2>&1; then + basedir=`cygpath -w "$basedir"` + fi + ;; +esac + +if [ -x "$basedir/node" ]; then + exec "$basedir/node" "$basedir/../mime/cli.js" "$@" +else + exec node "$basedir/../mime/cli.js" "$@" +fi diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime.cmd b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime.cmd new file mode 100644 index 000000000..54491f12e --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime.cmd @@ -0,0 +1,17 @@ +@ECHO off +GOTO start +:find_dp0 +SET dp0=%~dp0 +EXIT /b +:start +SETLOCAL +CALL :find_dp0 + +IF EXIST "%dp0%\node.exe" ( + SET "_prog=%dp0%\node.exe" +) ELSE ( + SET "_prog=node" + SET PATHEXT=%PATHEXT:;.JS;=;% +) + +endLocal & goto #_undefined_# 2>NUL || title %COMSPEC% & "%_prog%" "%dp0%\..\mime\cli.js" %* diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime.ps1 b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime.ps1 new file mode 100644 index 000000000..2222f40bc --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.bin/mime.ps1 @@ -0,0 +1,28 @@ +#!/usr/bin/env pwsh +$basedir=Split-Path $MyInvocation.MyCommand.Definition -Parent + +$exe="" +if ($PSVersionTable.PSVersion -lt "6.0" -or $IsWindows) { + # Fix case when both the Windows and Linux builds of Node + # are installed in the same directory + $exe=".exe" +} +$ret=0 +if (Test-Path "$basedir/node$exe") { + # Support pipeline input + if ($MyInvocation.ExpectingInput) { + $input | & "$basedir/node$exe" "$basedir/../mime/cli.js" $args + } else { + & "$basedir/node$exe" "$basedir/../mime/cli.js" $args + } + $ret=$LASTEXITCODE +} else { + # Support pipeline input + if ($MyInvocation.ExpectingInput) { + $input | & "node$exe" "$basedir/../mime/cli.js" $args + } else { + & "node$exe" "$basedir/../mime/cli.js" $args + } + $ret=$LASTEXITCODE +} +exit $ret diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.package-lock.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.package-lock.json new file mode 100644 index 000000000..2f417f1eb --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/.package-lock.json @@ -0,0 +1,825 @@ +{ + "name": "sit323-2025-prac5d", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "node_modules/accepts": { + "version": "1.3.8", + "resolved": "https://registry.npmjs.org/accepts/-/accepts-1.3.8.tgz", + "integrity": "sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==", + "license": "MIT", + "dependencies": { + "mime-types": "~2.1.34", + "negotiator": "0.6.3" + }, + "engines": { + "node": ">= 0.6" + } + }, + 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a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/HISTORY.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/HISTORY.md new file mode 100644 index 000000000..cb5990c7c --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/HISTORY.md @@ -0,0 +1,243 @@ +1.3.8 / 2022-02-02 +================== + + * deps: mime-types@~2.1.34 + - deps: mime-db@~1.51.0 + * deps: negotiator@0.6.3 + +1.3.7 / 2019-04-29 +================== + + * deps: negotiator@0.6.2 + - Fix sorting charset, encoding, and language with extra parameters + +1.3.6 / 2019-04-28 +================== + + * deps: mime-types@~2.1.24 + - deps: mime-db@~1.40.0 + +1.3.5 / 2018-02-28 +================== + + * deps: mime-types@~2.1.18 + - deps: mime-db@~1.33.0 + +1.3.4 / 2017-08-22 +================== + + * deps: mime-types@~2.1.16 + - deps: mime-db@~1.29.0 + +1.3.3 / 2016-05-02 +================== + + * deps: mime-types@~2.1.11 + - deps: mime-db@~1.23.0 + * deps: negotiator@0.6.1 + - perf: improve `Accept` parsing speed + - perf: improve `Accept-Charset` parsing speed + - perf: improve `Accept-Encoding` parsing speed + - perf: improve `Accept-Language` parsing speed + +1.3.2 / 2016-03-08 +================== + + * deps: mime-types@~2.1.10 + - Fix extension of `application/dash+xml` + - Update primary extension for `audio/mp4` + - deps: mime-db@~1.22.0 + +1.3.1 / 2016-01-19 +================== + + * deps: mime-types@~2.1.9 + - deps: mime-db@~1.21.0 + +1.3.0 / 2015-09-29 +================== + + * deps: mime-types@~2.1.7 + - deps: mime-db@~1.19.0 + * deps: negotiator@0.6.0 + - Fix including type extensions in parameters in `Accept` parsing + - Fix parsing `Accept` parameters with quoted equals + - Fix parsing `Accept` parameters with quoted semicolons + - Lazy-load modules from main entry point + - perf: delay type concatenation until needed + - perf: enable strict mode + - perf: hoist regular expressions + - perf: remove closures getting spec properties + - perf: remove a closure from media type parsing + - perf: remove property delete from media type parsing + +1.2.13 / 2015-09-06 +=================== + + * deps: mime-types@~2.1.6 + - deps: mime-db@~1.18.0 + +1.2.12 / 2015-07-30 +=================== + + * deps: mime-types@~2.1.4 + - deps: mime-db@~1.16.0 + +1.2.11 / 2015-07-16 +=================== + + * deps: mime-types@~2.1.3 + - deps: mime-db@~1.15.0 + +1.2.10 / 2015-07-01 +=================== + + * deps: mime-types@~2.1.2 + - deps: mime-db@~1.14.0 + +1.2.9 / 2015-06-08 +================== + + * deps: mime-types@~2.1.1 + - perf: fix deopt during mapping + +1.2.8 / 2015-06-07 +================== + + * deps: mime-types@~2.1.0 + - deps: mime-db@~1.13.0 + * perf: avoid argument reassignment & argument slice + * perf: avoid negotiator recursive construction + * perf: enable strict mode + * perf: remove unnecessary bitwise operator + +1.2.7 / 2015-05-10 +================== + + * deps: negotiator@0.5.3 + - Fix media type parameter matching to be case-insensitive + +1.2.6 / 2015-05-07 +================== + + * deps: mime-types@~2.0.11 + - deps: mime-db@~1.9.1 + * deps: negotiator@0.5.2 + - Fix comparing media types with quoted values + - Fix splitting media types with quoted commas + +1.2.5 / 2015-03-13 +================== + + * deps: mime-types@~2.0.10 + - deps: mime-db@~1.8.0 + +1.2.4 / 2015-02-14 +================== + + * Support Node.js 0.6 + * deps: mime-types@~2.0.9 + - deps: mime-db@~1.7.0 + * deps: negotiator@0.5.1 + - Fix preference sorting to be stable for long acceptable lists + +1.2.3 / 2015-01-31 +================== + + * deps: mime-types@~2.0.8 + - deps: mime-db@~1.6.0 + +1.2.2 / 2014-12-30 +================== + + * deps: mime-types@~2.0.7 + - deps: mime-db@~1.5.0 + +1.2.1 / 2014-12-30 +================== + + * deps: mime-types@~2.0.5 + - deps: mime-db@~1.3.1 + +1.2.0 / 2014-12-19 +================== + + * deps: negotiator@0.5.0 + - Fix list return order when large accepted list + - Fix missing identity encoding when q=0 exists + - Remove dynamic building of Negotiator class + +1.1.4 / 2014-12-10 +================== + + * deps: mime-types@~2.0.4 + - deps: mime-db@~1.3.0 + +1.1.3 / 2014-11-09 +================== + + * deps: mime-types@~2.0.3 + - deps: mime-db@~1.2.0 + +1.1.2 / 2014-10-14 +================== + + * deps: negotiator@0.4.9 + - Fix error when media type has invalid parameter + +1.1.1 / 2014-09-28 +================== + + * deps: mime-types@~2.0.2 + - deps: mime-db@~1.1.0 + * deps: negotiator@0.4.8 + - Fix all negotiations to be case-insensitive + - Stable sort preferences of same quality according to client order + +1.1.0 / 2014-09-02 +================== + + * update `mime-types` + +1.0.7 / 2014-07-04 +================== + + * Fix wrong type returned from `type` when match after unknown extension + +1.0.6 / 2014-06-24 +================== + + * deps: negotiator@0.4.7 + +1.0.5 / 2014-06-20 +================== + + * fix crash when unknown extension given + +1.0.4 / 2014-06-19 +================== + + * use `mime-types` + +1.0.3 / 2014-06-11 +================== + + * deps: negotiator@0.4.6 + - Order by specificity when quality is the same + +1.0.2 / 2014-05-29 +================== + + * Fix interpretation when header not in request + * deps: pin negotiator@0.4.5 + +1.0.1 / 2014-01-18 +================== + + * Identity encoding isn't always acceptable + * deps: negotiator@~0.4.0 + +1.0.0 / 2013-12-27 +================== + + * Genesis diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/LICENSE new file mode 100644 index 000000000..06166077b --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/LICENSE @@ -0,0 +1,23 @@ +(The MIT License) + +Copyright (c) 2014 Jonathan Ong +Copyright (c) 2015 Douglas Christopher Wilson + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/README.md new file mode 100644 index 000000000..82680c530 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/README.md @@ -0,0 +1,140 @@ +# accepts + +[![NPM Version][npm-version-image]][npm-url] +[![NPM Downloads][npm-downloads-image]][npm-url] +[![Node.js Version][node-version-image]][node-version-url] +[![Build Status][github-actions-ci-image]][github-actions-ci-url] +[![Test Coverage][coveralls-image]][coveralls-url] + +Higher level content negotiation based on [negotiator](https://www.npmjs.com/package/negotiator). +Extracted from [koa](https://www.npmjs.com/package/koa) for general use. + +In addition to negotiator, it allows: + +- Allows types as an array or arguments list, ie `(['text/html', 'application/json'])` + as well as `('text/html', 'application/json')`. +- Allows type shorthands such as `json`. +- Returns `false` when no types match +- Treats non-existent headers as `*` + +## Installation + +This is a [Node.js](https://nodejs.org/en/) module available through the +[npm registry](https://www.npmjs.com/). Installation is done using the +[`npm install` command](https://docs.npmjs.com/getting-started/installing-npm-packages-locally): + +```sh +$ npm install accepts +``` + +## API + +```js +var accepts = require('accepts') +``` + +### accepts(req) + +Create a new `Accepts` object for the given `req`. + +#### .charset(charsets) + +Return the first accepted charset. If nothing in `charsets` is accepted, +then `false` is returned. + +#### .charsets() + +Return the charsets that the request accepts, in the order of the client's +preference (most preferred first). + +#### .encoding(encodings) + +Return the first accepted encoding. If nothing in `encodings` is accepted, +then `false` is returned. + +#### .encodings() + +Return the encodings that the request accepts, in the order of the client's +preference (most preferred first). + +#### .language(languages) + +Return the first accepted language. If nothing in `languages` is accepted, +then `false` is returned. + +#### .languages() + +Return the languages that the request accepts, in the order of the client's +preference (most preferred first). + +#### .type(types) + +Return the first accepted type (and it is returned as the same text as what +appears in the `types` array). If nothing in `types` is accepted, then `false` +is returned. + +The `types` array can contain full MIME types or file extensions. Any value +that is not a full MIME types is passed to `require('mime-types').lookup`. + +#### .types() + +Return the types that the request accepts, in the order of the client's +preference (most preferred first). + +## Examples + +### Simple type negotiation + +This simple example shows how to use `accepts` to return a different typed +respond body based on what the client wants to accept. The server lists it's +preferences in order and will get back the best match between the client and +server. + +```js +var accepts = require('accepts') +var http = require('http') + +function app (req, res) { + var accept = accepts(req) + + // the order of this list is significant; should be server preferred order + switch (accept.type(['json', 'html'])) { + case 'json': + res.setHeader('Content-Type', 'application/json') + res.write('{"hello":"world!"}') + break + case 'html': + res.setHeader('Content-Type', 'text/html') + res.write('hello, world!') + break + default: + // the fallback is text/plain, so no need to specify it above + res.setHeader('Content-Type', 'text/plain') + res.write('hello, world!') + break + } + + res.end() +} + +http.createServer(app).listen(3000) +``` + +You can test this out with the cURL program: +```sh +curl -I -H'Accept: text/html' http://localhost:3000/ +``` + +## License + +[MIT](LICENSE) + +[coveralls-image]: https://badgen.net/coveralls/c/github/jshttp/accepts/master +[coveralls-url]: https://coveralls.io/r/jshttp/accepts?branch=master +[github-actions-ci-image]: https://badgen.net/github/checks/jshttp/accepts/master?label=ci +[github-actions-ci-url]: https://github.com/jshttp/accepts/actions/workflows/ci.yml +[node-version-image]: https://badgen.net/npm/node/accepts +[node-version-url]: https://nodejs.org/en/download +[npm-downloads-image]: https://badgen.net/npm/dm/accepts +[npm-url]: https://npmjs.org/package/accepts +[npm-version-image]: https://badgen.net/npm/v/accepts diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/index.js new file mode 100644 index 000000000..e9b2f63fb --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/index.js @@ -0,0 +1,238 @@ +/*! + * accepts + * Copyright(c) 2014 Jonathan Ong + * Copyright(c) 2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + * @private + */ + +var Negotiator = require('negotiator') +var mime = require('mime-types') + +/** + * Module exports. + * @public + */ + +module.exports = Accepts + +/** + * Create a new Accepts object for the given req. + * + * @param {object} req + * @public + */ + +function Accepts (req) { + if (!(this instanceof Accepts)) { + return new Accepts(req) + } + + this.headers = req.headers + this.negotiator = new Negotiator(req) +} + +/** + * Check if the given `type(s)` is acceptable, returning + * the best match when true, otherwise `undefined`, in which + * case you should respond with 406 "Not Acceptable". + * + * The `type` value may be a single mime type string + * such as "application/json", the extension name + * such as "json" or an array `["json", "html", "text/plain"]`. When a list + * or array is given the _best_ match, if any is returned. + * + * Examples: + * + * // Accept: text/html + * this.types('html'); + * // => "html" + * + * // Accept: text/*, application/json + * this.types('html'); + * // => "html" + * this.types('text/html'); + * // => "text/html" + * this.types('json', 'text'); + * // => "json" + * this.types('application/json'); + * // => "application/json" + * + * // Accept: text/*, application/json + * this.types('image/png'); + * this.types('png'); + * // => undefined + * + * // Accept: text/*;q=.5, application/json + * this.types(['html', 'json']); + * this.types('html', 'json'); + * // => "json" + * + * @param {String|Array} types... + * @return {String|Array|Boolean} + * @public + */ + +Accepts.prototype.type = +Accepts.prototype.types = function (types_) { + var types = types_ + + // support flattened arguments + if (types && !Array.isArray(types)) { + types = new Array(arguments.length) + for (var i = 0; i < types.length; i++) { + types[i] = arguments[i] + } + } + + // no types, return all requested types + if (!types || types.length === 0) { + return this.negotiator.mediaTypes() + } + + // no accept header, return first given type + if (!this.headers.accept) { + return types[0] + } + + var mimes = types.map(extToMime) + var accepts = this.negotiator.mediaTypes(mimes.filter(validMime)) + var first = accepts[0] + + return first + ? types[mimes.indexOf(first)] + : false +} + +/** + * Return accepted encodings or best fit based on `encodings`. + * + * Given `Accept-Encoding: gzip, deflate` + * an array sorted by quality is returned: + * + * ['gzip', 'deflate'] + * + * @param {String|Array} encodings... + * @return {String|Array} + * @public + */ + +Accepts.prototype.encoding = +Accepts.prototype.encodings = function (encodings_) { + var encodings = encodings_ + + // support flattened arguments + if (encodings && !Array.isArray(encodings)) { + encodings = new Array(arguments.length) + for (var i = 0; i < encodings.length; i++) { + encodings[i] = arguments[i] + } + } + + // no encodings, return all requested encodings + if (!encodings || encodings.length === 0) { + return this.negotiator.encodings() + } + + return this.negotiator.encodings(encodings)[0] || false +} + +/** + * Return accepted charsets or best fit based on `charsets`. + * + * Given `Accept-Charset: utf-8, iso-8859-1;q=0.2, utf-7;q=0.5` + * an array sorted by quality is returned: + * + * ['utf-8', 'utf-7', 'iso-8859-1'] + * + * @param {String|Array} charsets... + * @return {String|Array} + * @public + */ + +Accepts.prototype.charset = +Accepts.prototype.charsets = function (charsets_) { + var charsets = charsets_ + + // support flattened arguments + if (charsets && !Array.isArray(charsets)) { + charsets = new Array(arguments.length) + for (var i = 0; i < charsets.length; i++) { + charsets[i] = arguments[i] + } + } + + // no charsets, return all requested charsets + if (!charsets || charsets.length === 0) { + return this.negotiator.charsets() + } + + return this.negotiator.charsets(charsets)[0] || false +} + +/** + * Return accepted languages or best fit based on `langs`. + * + * Given `Accept-Language: en;q=0.8, es, pt` + * an array sorted by quality is returned: + * + * ['es', 'pt', 'en'] + * + * @param {String|Array} langs... + * @return {Array|String} + * @public + */ + +Accepts.prototype.lang = +Accepts.prototype.langs = +Accepts.prototype.language = +Accepts.prototype.languages = function (languages_) { + var languages = languages_ + + // support flattened arguments + if (languages && !Array.isArray(languages)) { + languages = new Array(arguments.length) + for (var i = 0; i < languages.length; i++) { + languages[i] = arguments[i] + } + } + + // no languages, return all requested languages + if (!languages || languages.length === 0) { + return this.negotiator.languages() + } + + return this.negotiator.languages(languages)[0] || false +} + +/** + * Convert extnames to mime. + * + * @param {String} type + * @return {String} + * @private + */ + +function extToMime (type) { + return type.indexOf('/') === -1 + ? mime.lookup(type) + : type +} + +/** + * Check if mime is valid. + * + * @param {String} type + * @return {String} + * @private + */ + +function validMime (type) { + return typeof type === 'string' +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/package.json new file mode 100644 index 000000000..0f2d15da9 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/accepts/package.json @@ -0,0 +1,47 @@ +{ + "name": "accepts", + "description": "Higher-level content negotiation", + "version": "1.3.8", + "contributors": [ + "Douglas Christopher Wilson ", + "Jonathan Ong (http://jongleberry.com)" + ], + "license": "MIT", + "repository": "jshttp/accepts", + "dependencies": { + "mime-types": "~2.1.34", + "negotiator": "0.6.3" + }, + "devDependencies": { + "deep-equal": "1.0.1", + "eslint": "7.32.0", + "eslint-config-standard": "14.1.1", + "eslint-plugin-import": "2.25.4", + "eslint-plugin-markdown": "2.2.1", + "eslint-plugin-node": "11.1.0", + "eslint-plugin-promise": "4.3.1", + "eslint-plugin-standard": "4.1.0", + "mocha": "9.2.0", + "nyc": "15.1.0" + }, + "files": [ + "LICENSE", + "HISTORY.md", + "index.js" + ], + "engines": { + "node": ">= 0.6" + }, + "scripts": { + "lint": "eslint .", + "test": "mocha --reporter spec --check-leaks --bail test/", + "test-ci": "nyc --reporter=lcov --reporter=text npm test", + "test-cov": "nyc --reporter=html --reporter=text npm test" + }, + "keywords": [ + "content", + "negotiation", + "accept", + "accepts" + ] +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/LICENSE new file mode 100644 index 000000000..983fbe8ae --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/LICENSE @@ -0,0 +1,21 @@ +The MIT License (MIT) + +Copyright (c) 2014 Blake Embrey (hello@blakeembrey.com) + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/README.md new file mode 100644 index 000000000..91fa5b637 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/README.md @@ -0,0 +1,43 @@ +# Array Flatten + +[![NPM version][npm-image]][npm-url] +[![NPM downloads][downloads-image]][downloads-url] +[![Build status][travis-image]][travis-url] +[![Test coverage][coveralls-image]][coveralls-url] + +> Flatten an array of nested arrays into a single flat array. Accepts an optional depth. + +## Installation + +``` +npm install array-flatten --save +``` + +## Usage + +```javascript +var flatten = require('array-flatten') + +flatten([1, [2, [3, [4, [5], 6], 7], 8], 9]) +//=> [1, 2, 3, 4, 5, 6, 7, 8, 9] + +flatten([1, [2, [3, [4, [5], 6], 7], 8], 9], 2) +//=> [1, 2, 3, [4, [5], 6], 7, 8, 9] + +(function () { + flatten(arguments) //=> [1, 2, 3] +})(1, [2, 3]) +``` + +## License + +MIT + +[npm-image]: https://img.shields.io/npm/v/array-flatten.svg?style=flat +[npm-url]: https://npmjs.org/package/array-flatten +[downloads-image]: https://img.shields.io/npm/dm/array-flatten.svg?style=flat +[downloads-url]: https://npmjs.org/package/array-flatten +[travis-image]: https://img.shields.io/travis/blakeembrey/array-flatten.svg?style=flat +[travis-url]: https://travis-ci.org/blakeembrey/array-flatten +[coveralls-image]: https://img.shields.io/coveralls/blakeembrey/array-flatten.svg?style=flat +[coveralls-url]: https://coveralls.io/r/blakeembrey/array-flatten?branch=master diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/array-flatten.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/array-flatten.js new file mode 100644 index 000000000..089117b32 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/array-flatten.js @@ -0,0 +1,64 @@ +'use strict' + +/** + * Expose `arrayFlatten`. + */ +module.exports = arrayFlatten + +/** + * Recursive flatten function with depth. + * + * @param {Array} array + * @param {Array} result + * @param {Number} depth + * @return {Array} + */ +function flattenWithDepth (array, result, depth) { + for (var i = 0; i < array.length; i++) { + var value = array[i] + + if (depth > 0 && Array.isArray(value)) { + flattenWithDepth(value, result, depth - 1) + } else { + result.push(value) + } + } + + return result +} + +/** + * Recursive flatten function. Omitting depth is slightly faster. + * + * @param {Array} array + * @param {Array} result + * @return {Array} + */ +function flattenForever (array, result) { + for (var i = 0; i < array.length; i++) { + var value = array[i] + + if (Array.isArray(value)) { + flattenForever(value, result) + } else { + result.push(value) + } + } + + return result +} + +/** + * Flatten an array, with the ability to define a depth. + * + * @param {Array} array + * @param {Number} depth + * @return {Array} + */ +function arrayFlatten (array, depth) { + if (depth == null) { + return flattenForever(array, []) + } + + return flattenWithDepth(array, [], depth) +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/package.json new file mode 100644 index 000000000..1a24e2a1a --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/array-flatten/package.json @@ -0,0 +1,39 @@ +{ + "name": "array-flatten", + "version": "1.1.1", + "description": "Flatten an array of nested arrays into a single flat array", + "main": "array-flatten.js", + "files": [ + "array-flatten.js", + "LICENSE" + ], + "scripts": { + "test": "istanbul cover _mocha -- -R spec" + }, + "repository": { + "type": "git", + "url": "git://github.com/blakeembrey/array-flatten.git" + }, + "keywords": [ + "array", + "flatten", + "arguments", + "depth" + ], + "author": { + "name": "Blake Embrey", + "email": "hello@blakeembrey.com", + "url": "http://blakeembrey.me" + }, + "license": "MIT", + "bugs": { + "url": "https://github.com/blakeembrey/array-flatten/issues" + }, + "homepage": "https://github.com/blakeembrey/array-flatten", + "devDependencies": { + "istanbul": "^0.3.13", + "mocha": "^2.2.4", + "pre-commit": "^1.0.7", + "standard": "^3.7.3" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/HISTORY.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/HISTORY.md new file mode 100644 index 000000000..81d23e064 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/HISTORY.md @@ -0,0 +1,672 @@ +1.20.3 / 2024-09-10 +=================== + + * deps: qs@6.13.0 + * add `depth` option to customize the depth level in the parser + * IMPORTANT: The default `depth` level for parsing URL-encoded data is now `32` (previously was `Infinity`) + +1.20.2 / 2023-02-21 +=================== + + * Fix strict json error message on Node.js 19+ + * deps: content-type@~1.0.5 + - perf: skip value escaping when unnecessary + * deps: raw-body@2.5.2 + +1.20.1 / 2022-10-06 +=================== + + * deps: qs@6.11.0 + * perf: remove unnecessary object clone + +1.20.0 / 2022-04-02 +=================== + + * Fix error message for json parse whitespace in `strict` + * Fix internal error when inflated body exceeds limit + * Prevent loss of async hooks context + * Prevent hanging when request already read + * deps: depd@2.0.0 + - Replace internal `eval` usage with `Function` constructor + - Use instance methods on `process` to check for listeners + * deps: http-errors@2.0.0 + - deps: depd@2.0.0 + - deps: statuses@2.0.1 + * deps: on-finished@2.4.1 + * deps: qs@6.10.3 + * deps: raw-body@2.5.1 + - deps: http-errors@2.0.0 + +1.19.2 / 2022-02-15 +=================== + + * deps: bytes@3.1.2 + * deps: qs@6.9.7 + * Fix handling of `__proto__` keys + * deps: raw-body@2.4.3 + - deps: bytes@3.1.2 + +1.19.1 / 2021-12-10 +=================== + + * deps: bytes@3.1.1 + * deps: http-errors@1.8.1 + - deps: inherits@2.0.4 + - deps: toidentifier@1.0.1 + - deps: setprototypeof@1.2.0 + * deps: qs@6.9.6 + * deps: raw-body@2.4.2 + - deps: bytes@3.1.1 + - deps: http-errors@1.8.1 + * deps: safe-buffer@5.2.1 + * deps: type-is@~1.6.18 + +1.19.0 / 2019-04-25 +=================== + + * deps: bytes@3.1.0 + - Add petabyte (`pb`) support + * deps: http-errors@1.7.2 + - Set constructor name when possible + - deps: setprototypeof@1.1.1 + - deps: statuses@'>= 1.5.0 < 2' + * deps: iconv-lite@0.4.24 + - Added encoding MIK + * deps: qs@6.7.0 + - Fix parsing array brackets after index + * deps: raw-body@2.4.0 + - deps: bytes@3.1.0 + - deps: http-errors@1.7.2 + - deps: iconv-lite@0.4.24 + * deps: type-is@~1.6.17 + - deps: mime-types@~2.1.24 + - perf: prevent internal `throw` on invalid type + +1.18.3 / 2018-05-14 +=================== + + * Fix stack trace for strict json parse error + * deps: depd@~1.1.2 + - perf: remove argument reassignment + * deps: http-errors@~1.6.3 + - deps: depd@~1.1.2 + - deps: setprototypeof@1.1.0 + - deps: statuses@'>= 1.3.1 < 2' + * deps: iconv-lite@0.4.23 + - Fix loading encoding with year appended + - Fix deprecation warnings on Node.js 10+ + * deps: qs@6.5.2 + * deps: raw-body@2.3.3 + - deps: http-errors@1.6.3 + - deps: iconv-lite@0.4.23 + * deps: type-is@~1.6.16 + - deps: mime-types@~2.1.18 + +1.18.2 / 2017-09-22 +=================== + + * deps: debug@2.6.9 + * perf: remove argument reassignment + +1.18.1 / 2017-09-12 +=================== + + * deps: content-type@~1.0.4 + - perf: remove argument reassignment + - perf: skip parameter parsing when no parameters + * deps: iconv-lite@0.4.19 + - Fix ISO-8859-1 regression + - Update Windows-1255 + * deps: qs@6.5.1 + - Fix parsing & compacting very deep objects + * deps: raw-body@2.3.2 + - deps: iconv-lite@0.4.19 + +1.18.0 / 2017-09-08 +=================== + + * Fix JSON strict violation error to match native parse error + * Include the `body` property on verify errors + * Include the `type` property on all generated errors + * Use `http-errors` to set status code on errors + * deps: bytes@3.0.0 + * deps: debug@2.6.8 + * deps: depd@~1.1.1 + - Remove unnecessary `Buffer` loading + * deps: http-errors@~1.6.2 + - deps: depd@1.1.1 + * deps: iconv-lite@0.4.18 + - Add support for React Native + - Add a warning if not loaded as utf-8 + - Fix CESU-8 decoding in Node.js 8 + - Improve speed of ISO-8859-1 encoding + * deps: qs@6.5.0 + * deps: raw-body@2.3.1 + - Use `http-errors` for standard emitted errors + - deps: bytes@3.0.0 + - deps: iconv-lite@0.4.18 + - perf: skip buffer decoding on overage chunk + * perf: prevent internal `throw` when missing charset + +1.17.2 / 2017-05-17 +=================== + + * deps: debug@2.6.7 + - Fix `DEBUG_MAX_ARRAY_LENGTH` + - deps: ms@2.0.0 + * deps: type-is@~1.6.15 + - deps: mime-types@~2.1.15 + +1.17.1 / 2017-03-06 +=================== + + * deps: qs@6.4.0 + - Fix regression parsing keys starting with `[` + +1.17.0 / 2017-03-01 +=================== + + * deps: http-errors@~1.6.1 + - Make `message` property enumerable for `HttpError`s + - deps: setprototypeof@1.0.3 + * deps: qs@6.3.1 + - Fix compacting nested arrays + +1.16.1 / 2017-02-10 +=================== + + * deps: debug@2.6.1 + - Fix deprecation messages in WebStorm and other editors + - Undeprecate `DEBUG_FD` set to `1` or `2` + +1.16.0 / 2017-01-17 +=================== + + * deps: debug@2.6.0 + - Allow colors in workers + - Deprecated `DEBUG_FD` environment variable + - Fix error when running under React Native + - Use same color for same namespace + - deps: ms@0.7.2 + * deps: http-errors@~1.5.1 + - deps: inherits@2.0.3 + - deps: setprototypeof@1.0.2 + - deps: statuses@'>= 1.3.1 < 2' + * deps: iconv-lite@0.4.15 + - Added encoding MS-31J + - Added encoding MS-932 + - Added encoding MS-936 + - Added encoding MS-949 + - Added encoding MS-950 + - Fix GBK/GB18030 handling of Euro character + * deps: qs@6.2.1 + - Fix array parsing from skipping empty values + * deps: raw-body@~2.2.0 + - deps: iconv-lite@0.4.15 + * deps: type-is@~1.6.14 + - deps: mime-types@~2.1.13 + +1.15.2 / 2016-06-19 +=================== + + * deps: bytes@2.4.0 + * deps: content-type@~1.0.2 + - perf: enable strict mode + * deps: http-errors@~1.5.0 + - Use `setprototypeof` module to replace `__proto__` setting + - deps: statuses@'>= 1.3.0 < 2' + - perf: enable strict mode + * deps: qs@6.2.0 + * deps: raw-body@~2.1.7 + - deps: bytes@2.4.0 + - perf: remove double-cleanup on happy path + * deps: type-is@~1.6.13 + - deps: mime-types@~2.1.11 + +1.15.1 / 2016-05-05 +=================== + + * deps: bytes@2.3.0 + - Drop partial bytes on all parsed units + - Fix parsing byte string that looks like hex + * deps: raw-body@~2.1.6 + - deps: bytes@2.3.0 + * deps: type-is@~1.6.12 + - deps: mime-types@~2.1.10 + +1.15.0 / 2016-02-10 +=================== + + * deps: http-errors@~1.4.0 + - Add `HttpError` export, for `err instanceof createError.HttpError` + - deps: inherits@2.0.1 + - deps: statuses@'>= 1.2.1 < 2' + * deps: qs@6.1.0 + * deps: type-is@~1.6.11 + - deps: mime-types@~2.1.9 + +1.14.2 / 2015-12-16 +=================== + + * deps: bytes@2.2.0 + * deps: iconv-lite@0.4.13 + * deps: qs@5.2.0 + * deps: raw-body@~2.1.5 + - deps: bytes@2.2.0 + - deps: iconv-lite@0.4.13 + * deps: type-is@~1.6.10 + - deps: mime-types@~2.1.8 + +1.14.1 / 2015-09-27 +=================== + + * Fix issue where invalid charset results in 400 when `verify` used + * deps: iconv-lite@0.4.12 + - Fix CESU-8 decoding in Node.js 4.x + * deps: raw-body@~2.1.4 + - Fix masking critical errors from `iconv-lite` + - deps: iconv-lite@0.4.12 + * deps: type-is@~1.6.9 + - deps: mime-types@~2.1.7 + +1.14.0 / 2015-09-16 +=================== + + * Fix JSON strict parse error to match syntax errors + * Provide static `require` analysis in `urlencoded` parser + * deps: depd@~1.1.0 + - Support web browser loading + * deps: qs@5.1.0 + * deps: raw-body@~2.1.3 + - Fix sync callback when attaching data listener causes sync read + * deps: type-is@~1.6.8 + - Fix type error when given invalid type to match against + - deps: mime-types@~2.1.6 + +1.13.3 / 2015-07-31 +=================== + + * deps: type-is@~1.6.6 + - deps: mime-types@~2.1.4 + +1.13.2 / 2015-07-05 +=================== + + * deps: iconv-lite@0.4.11 + * deps: qs@4.0.0 + - Fix dropping parameters like `hasOwnProperty` + - Fix user-visible incompatibilities from 3.1.0 + - Fix various parsing edge cases + * deps: raw-body@~2.1.2 + - Fix error stack traces to skip `makeError` + - deps: iconv-lite@0.4.11 + * deps: type-is@~1.6.4 + - deps: mime-types@~2.1.2 + - perf: enable strict mode + - perf: remove argument reassignment + +1.13.1 / 2015-06-16 +=================== + + * deps: qs@2.4.2 + - Downgraded from 3.1.0 because of user-visible incompatibilities + +1.13.0 / 2015-06-14 +=================== + + * Add `statusCode` property on `Error`s, in addition to `status` + * Change `type` default to `application/json` for JSON parser + * Change `type` default to `application/x-www-form-urlencoded` for urlencoded parser + * Provide static `require` analysis + * Use the `http-errors` module to generate errors + * deps: bytes@2.1.0 + - Slight optimizations + * deps: iconv-lite@0.4.10 + - The encoding UTF-16 without BOM now defaults to UTF-16LE when detection fails + - Leading BOM is now removed when decoding + * deps: on-finished@~2.3.0 + - Add defined behavior for HTTP `CONNECT` requests + - Add defined behavior for HTTP `Upgrade` requests + - deps: ee-first@1.1.1 + * deps: qs@3.1.0 + - Fix dropping parameters like `hasOwnProperty` + - Fix various parsing edge cases + - Parsed object now has `null` prototype + * deps: raw-body@~2.1.1 + - Use `unpipe` module for unpiping requests + - deps: iconv-lite@0.4.10 + * deps: type-is@~1.6.3 + - deps: mime-types@~2.1.1 + - perf: reduce try block size + - perf: remove bitwise operations + * perf: enable strict mode + * perf: remove argument reassignment + * perf: remove delete call + +1.12.4 / 2015-05-10 +=================== + + * deps: debug@~2.2.0 + * deps: qs@2.4.2 + - Fix allowing parameters like `constructor` + * deps: on-finished@~2.2.1 + * deps: raw-body@~2.0.1 + - Fix a false-positive when unpiping in Node.js 0.8 + - deps: bytes@2.0.1 + * deps: type-is@~1.6.2 + - deps: mime-types@~2.0.11 + +1.12.3 / 2015-04-15 +=================== + + * Slight efficiency improvement when not debugging + * deps: depd@~1.0.1 + * deps: iconv-lite@0.4.8 + - Add encoding alias UNICODE-1-1-UTF-7 + * deps: raw-body@1.3.4 + - Fix hanging callback if request aborts during read + - deps: iconv-lite@0.4.8 + +1.12.2 / 2015-03-16 +=================== + + * deps: qs@2.4.1 + - Fix error when parameter `hasOwnProperty` is present + +1.12.1 / 2015-03-15 +=================== + + * deps: debug@~2.1.3 + - Fix high intensity foreground color for bold + - deps: ms@0.7.0 + * deps: type-is@~1.6.1 + - deps: mime-types@~2.0.10 + +1.12.0 / 2015-02-13 +=================== + + * add `debug` messages + * accept a function for the `type` option + * use `content-type` to parse `Content-Type` headers + * deps: iconv-lite@0.4.7 + - Gracefully support enumerables on `Object.prototype` + * deps: raw-body@1.3.3 + - deps: iconv-lite@0.4.7 + * deps: type-is@~1.6.0 + - fix argument reassignment + - fix false-positives in `hasBody` `Transfer-Encoding` check + - support wildcard for both type and subtype (`*/*`) + - deps: mime-types@~2.0.9 + +1.11.0 / 2015-01-30 +=================== + + * make internal `extended: true` depth limit infinity + * deps: type-is@~1.5.6 + - deps: mime-types@~2.0.8 + +1.10.2 / 2015-01-20 +=================== + + * deps: iconv-lite@0.4.6 + - Fix rare aliases of single-byte encodings + * deps: raw-body@1.3.2 + - deps: iconv-lite@0.4.6 + +1.10.1 / 2015-01-01 +=================== + + * deps: on-finished@~2.2.0 + * deps: type-is@~1.5.5 + - deps: mime-types@~2.0.7 + +1.10.0 / 2014-12-02 +=================== + + * make internal `extended: true` array limit dynamic + +1.9.3 / 2014-11-21 +================== + + * deps: iconv-lite@0.4.5 + - Fix Windows-31J and X-SJIS encoding support + * deps: qs@2.3.3 + - Fix `arrayLimit` behavior + * deps: raw-body@1.3.1 + - deps: iconv-lite@0.4.5 + * deps: type-is@~1.5.3 + - deps: mime-types@~2.0.3 + +1.9.2 / 2014-10-27 +================== + + * deps: qs@2.3.2 + - Fix parsing of mixed objects and values + +1.9.1 / 2014-10-22 +================== + + * deps: on-finished@~2.1.1 + - Fix handling of pipelined requests + * deps: qs@2.3.0 + - Fix parsing of mixed implicit and explicit arrays + * deps: type-is@~1.5.2 + - deps: mime-types@~2.0.2 + +1.9.0 / 2014-09-24 +================== + + * include the charset in "unsupported charset" error message + * include the encoding in "unsupported content encoding" error message + * deps: depd@~1.0.0 + +1.8.4 / 2014-09-23 +================== + + * fix content encoding to be case-insensitive + +1.8.3 / 2014-09-19 +================== + + * deps: qs@2.2.4 + - Fix issue with object keys starting with numbers truncated + +1.8.2 / 2014-09-15 +================== + + * deps: depd@0.4.5 + +1.8.1 / 2014-09-07 +================== + + * deps: media-typer@0.3.0 + * deps: type-is@~1.5.1 + +1.8.0 / 2014-09-05 +================== + + * make empty-body-handling consistent between chunked requests + - empty `json` produces `{}` + - empty `raw` produces `new Buffer(0)` + - empty `text` produces `''` + - empty `urlencoded` produces `{}` + * deps: qs@2.2.3 + - Fix issue where first empty value in array is discarded + * deps: type-is@~1.5.0 + - fix `hasbody` to be true for `content-length: 0` + +1.7.0 / 2014-09-01 +================== + + * add `parameterLimit` option to `urlencoded` parser + * change `urlencoded` extended array limit to 100 + * respond with 413 when over `parameterLimit` in `urlencoded` + +1.6.7 / 2014-08-29 +================== + + * deps: qs@2.2.2 + - Remove unnecessary cloning + +1.6.6 / 2014-08-27 +================== + + * deps: qs@2.2.0 + - Array parsing fix + - Performance improvements + +1.6.5 / 2014-08-16 +================== + + * deps: on-finished@2.1.0 + +1.6.4 / 2014-08-14 +================== + + * deps: qs@1.2.2 + +1.6.3 / 2014-08-10 +================== + + * deps: qs@1.2.1 + +1.6.2 / 2014-08-07 +================== + + * deps: qs@1.2.0 + - Fix parsing array of objects + +1.6.1 / 2014-08-06 +================== + + * deps: qs@1.1.0 + - Accept urlencoded square brackets + - Accept empty values in implicit array notation + +1.6.0 / 2014-08-05 +================== + + * deps: qs@1.0.2 + - Complete rewrite + - Limits array length to 20 + - Limits object depth to 5 + - Limits parameters to 1,000 + +1.5.2 / 2014-07-27 +================== + + * deps: depd@0.4.4 + - Work-around v8 generating empty stack traces + +1.5.1 / 2014-07-26 +================== + + * deps: depd@0.4.3 + - Fix exception when global `Error.stackTraceLimit` is too low + +1.5.0 / 2014-07-20 +================== + + * deps: depd@0.4.2 + - Add `TRACE_DEPRECATION` environment variable + - Remove non-standard grey color from color output + - Support `--no-deprecation` argument + - Support `--trace-deprecation` argument + * deps: iconv-lite@0.4.4 + - Added encoding UTF-7 + * deps: raw-body@1.3.0 + - deps: iconv-lite@0.4.4 + - Added encoding UTF-7 + - Fix `Cannot switch to old mode now` error on Node.js 0.10+ + * deps: type-is@~1.3.2 + +1.4.3 / 2014-06-19 +================== + + * deps: type-is@1.3.1 + - fix global variable leak + +1.4.2 / 2014-06-19 +================== + + * deps: type-is@1.3.0 + - improve type parsing + +1.4.1 / 2014-06-19 +================== + + * fix urlencoded extended deprecation message + +1.4.0 / 2014-06-19 +================== + + * add `text` parser + * add `raw` parser + * check accepted charset in content-type (accepts utf-8) + * check accepted encoding in content-encoding (accepts identity) + * deprecate `bodyParser()` middleware; use `.json()` and `.urlencoded()` as needed + * deprecate `urlencoded()` without provided `extended` option + * lazy-load urlencoded parsers + * parsers split into files for reduced mem usage + * support gzip and deflate bodies + - set `inflate: false` to turn off + * deps: raw-body@1.2.2 + - Support all encodings from `iconv-lite` + +1.3.1 / 2014-06-11 +================== + + * deps: type-is@1.2.1 + - Switch dependency from mime to mime-types@1.0.0 + +1.3.0 / 2014-05-31 +================== + + * add `extended` option to urlencoded parser + +1.2.2 / 2014-05-27 +================== + + * deps: raw-body@1.1.6 + - assert stream encoding on node.js 0.8 + - assert stream encoding on node.js < 0.10.6 + - deps: bytes@1 + +1.2.1 / 2014-05-26 +================== + + * invoke `next(err)` after request fully read + - prevents hung responses and socket hang ups + +1.2.0 / 2014-05-11 +================== + + * add `verify` option + * deps: type-is@1.2.0 + - support suffix matching + +1.1.2 / 2014-05-11 +================== + + * improve json parser speed + +1.1.1 / 2014-05-11 +================== + + * fix repeated limit parsing with every request + +1.1.0 / 2014-05-10 +================== + + * add `type` option + * deps: pin for safety and consistency + +1.0.2 / 2014-04-14 +================== + + * use `type-is` module + +1.0.1 / 2014-03-20 +================== + + * lower default limits to 100kb diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/LICENSE new file mode 100644 index 000000000..386b7b694 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/LICENSE @@ -0,0 +1,23 @@ +(The MIT License) + +Copyright (c) 2014 Jonathan Ong +Copyright (c) 2014-2015 Douglas Christopher Wilson + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/README.md new file mode 100644 index 000000000..f6661b7d3 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/README.md @@ -0,0 +1,476 @@ +# body-parser + +[![NPM Version][npm-version-image]][npm-url] +[![NPM Downloads][npm-downloads-image]][npm-url] +[![Build Status][ci-image]][ci-url] +[![Test Coverage][coveralls-image]][coveralls-url] +[![OpenSSF Scorecard Badge][ossf-scorecard-badge]][ossf-scorecard-visualizer] + +Node.js body parsing middleware. + +Parse incoming request bodies in a middleware before your handlers, available +under the `req.body` property. + +**Note** As `req.body`'s shape is based on user-controlled input, all +properties and values in this object are untrusted and should be validated +before trusting. For example, `req.body.foo.toString()` may fail in multiple +ways, for example the `foo` property may not be there or may not be a string, +and `toString` may not be a function and instead a string or other user input. + +[Learn about the anatomy of an HTTP transaction in Node.js](https://nodejs.org/en/docs/guides/anatomy-of-an-http-transaction/). + +_This does not handle multipart bodies_, due to their complex and typically +large nature. For multipart bodies, you may be interested in the following +modules: + + * [busboy](https://www.npmjs.org/package/busboy#readme) and + [connect-busboy](https://www.npmjs.org/package/connect-busboy#readme) + * [multiparty](https://www.npmjs.org/package/multiparty#readme) and + [connect-multiparty](https://www.npmjs.org/package/connect-multiparty#readme) + * [formidable](https://www.npmjs.org/package/formidable#readme) + * [multer](https://www.npmjs.org/package/multer#readme) + +This module provides the following parsers: + + * [JSON body parser](#bodyparserjsonoptions) + * [Raw body parser](#bodyparserrawoptions) + * [Text body parser](#bodyparsertextoptions) + * [URL-encoded form body parser](#bodyparserurlencodedoptions) + +Other body parsers you might be interested in: + +- [body](https://www.npmjs.org/package/body#readme) +- [co-body](https://www.npmjs.org/package/co-body#readme) + +## Installation + +```sh +$ npm install body-parser +``` + +## API + +```js +var bodyParser = require('body-parser') +``` + +The `bodyParser` object exposes various factories to create middlewares. All +middlewares will populate the `req.body` property with the parsed body when +the `Content-Type` request header matches the `type` option, or an empty +object (`{}`) if there was no body to parse, the `Content-Type` was not matched, +or an error occurred. + +The various errors returned by this module are described in the +[errors section](#errors). + +### bodyParser.json([options]) + +Returns middleware that only parses `json` and only looks at requests where +the `Content-Type` header matches the `type` option. This parser accepts any +Unicode encoding of the body and supports automatic inflation of `gzip` and +`deflate` encodings. + +A new `body` object containing the parsed data is populated on the `request` +object after the middleware (i.e. `req.body`). + +#### Options + +The `json` function takes an optional `options` object that may contain any of +the following keys: + +##### inflate + +When set to `true`, then deflated (compressed) bodies will be inflated; when +`false`, deflated bodies are rejected. Defaults to `true`. + +##### limit + +Controls the maximum request body size. If this is a number, then the value +specifies the number of bytes; if it is a string, the value is passed to the +[bytes](https://www.npmjs.com/package/bytes) library for parsing. Defaults +to `'100kb'`. + +##### reviver + +The `reviver` option is passed directly to `JSON.parse` as the second +argument. You can find more information on this argument +[in the MDN documentation about JSON.parse](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/JSON/parse#Example.3A_Using_the_reviver_parameter). + +##### strict + +When set to `true`, will only accept arrays and objects; when `false` will +accept anything `JSON.parse` accepts. Defaults to `true`. + +##### type + +The `type` option is used to determine what media type the middleware will +parse. This option can be a string, array of strings, or a function. If not a +function, `type` option is passed directly to the +[type-is](https://www.npmjs.org/package/type-is#readme) library and this can +be an extension name (like `json`), a mime type (like `application/json`), or +a mime type with a wildcard (like `*/*` or `*/json`). If a function, the `type` +option is called as `fn(req)` and the request is parsed if it returns a truthy +value. Defaults to `application/json`. + +##### verify + +The `verify` option, if supplied, is called as `verify(req, res, buf, encoding)`, +where `buf` is a `Buffer` of the raw request body and `encoding` is the +encoding of the request. The parsing can be aborted by throwing an error. + +### bodyParser.raw([options]) + +Returns middleware that parses all bodies as a `Buffer` and only looks at +requests where the `Content-Type` header matches the `type` option. This +parser supports automatic inflation of `gzip` and `deflate` encodings. + +A new `body` object containing the parsed data is populated on the `request` +object after the middleware (i.e. `req.body`). This will be a `Buffer` object +of the body. + +#### Options + +The `raw` function takes an optional `options` object that may contain any of +the following keys: + +##### inflate + +When set to `true`, then deflated (compressed) bodies will be inflated; when +`false`, deflated bodies are rejected. Defaults to `true`. + +##### limit + +Controls the maximum request body size. If this is a number, then the value +specifies the number of bytes; if it is a string, the value is passed to the +[bytes](https://www.npmjs.com/package/bytes) library for parsing. Defaults +to `'100kb'`. + +##### type + +The `type` option is used to determine what media type the middleware will +parse. This option can be a string, array of strings, or a function. +If not a function, `type` option is passed directly to the +[type-is](https://www.npmjs.org/package/type-is#readme) library and this +can be an extension name (like `bin`), a mime type (like +`application/octet-stream`), or a mime type with a wildcard (like `*/*` or +`application/*`). If a function, the `type` option is called as `fn(req)` +and the request is parsed if it returns a truthy value. Defaults to +`application/octet-stream`. + +##### verify + +The `verify` option, if supplied, is called as `verify(req, res, buf, encoding)`, +where `buf` is a `Buffer` of the raw request body and `encoding` is the +encoding of the request. The parsing can be aborted by throwing an error. + +### bodyParser.text([options]) + +Returns middleware that parses all bodies as a string and only looks at +requests where the `Content-Type` header matches the `type` option. This +parser supports automatic inflation of `gzip` and `deflate` encodings. + +A new `body` string containing the parsed data is populated on the `request` +object after the middleware (i.e. `req.body`). This will be a string of the +body. + +#### Options + +The `text` function takes an optional `options` object that may contain any of +the following keys: + +##### defaultCharset + +Specify the default character set for the text content if the charset is not +specified in the `Content-Type` header of the request. Defaults to `utf-8`. + +##### inflate + +When set to `true`, then deflated (compressed) bodies will be inflated; when +`false`, deflated bodies are rejected. Defaults to `true`. + +##### limit + +Controls the maximum request body size. If this is a number, then the value +specifies the number of bytes; if it is a string, the value is passed to the +[bytes](https://www.npmjs.com/package/bytes) library for parsing. Defaults +to `'100kb'`. + +##### type + +The `type` option is used to determine what media type the middleware will +parse. This option can be a string, array of strings, or a function. If not +a function, `type` option is passed directly to the +[type-is](https://www.npmjs.org/package/type-is#readme) library and this can +be an extension name (like `txt`), a mime type (like `text/plain`), or a mime +type with a wildcard (like `*/*` or `text/*`). If a function, the `type` +option is called as `fn(req)` and the request is parsed if it returns a +truthy value. Defaults to `text/plain`. + +##### verify + +The `verify` option, if supplied, is called as `verify(req, res, buf, encoding)`, +where `buf` is a `Buffer` of the raw request body and `encoding` is the +encoding of the request. The parsing can be aborted by throwing an error. + +### bodyParser.urlencoded([options]) + +Returns middleware that only parses `urlencoded` bodies and only looks at +requests where the `Content-Type` header matches the `type` option. This +parser accepts only UTF-8 encoding of the body and supports automatic +inflation of `gzip` and `deflate` encodings. + +A new `body` object containing the parsed data is populated on the `request` +object after the middleware (i.e. `req.body`). This object will contain +key-value pairs, where the value can be a string or array (when `extended` is +`false`), or any type (when `extended` is `true`). + +#### Options + +The `urlencoded` function takes an optional `options` object that may contain +any of the following keys: + +##### extended + +The `extended` option allows to choose between parsing the URL-encoded data +with the `querystring` library (when `false`) or the `qs` library (when +`true`). The "extended" syntax allows for rich objects and arrays to be +encoded into the URL-encoded format, allowing for a JSON-like experience +with URL-encoded. For more information, please +[see the qs library](https://www.npmjs.org/package/qs#readme). + +Defaults to `true`, but using the default has been deprecated. Please +research into the difference between `qs` and `querystring` and choose the +appropriate setting. + +##### inflate + +When set to `true`, then deflated (compressed) bodies will be inflated; when +`false`, deflated bodies are rejected. Defaults to `true`. + +##### limit + +Controls the maximum request body size. If this is a number, then the value +specifies the number of bytes; if it is a string, the value is passed to the +[bytes](https://www.npmjs.com/package/bytes) library for parsing. Defaults +to `'100kb'`. + +##### parameterLimit + +The `parameterLimit` option controls the maximum number of parameters that +are allowed in the URL-encoded data. If a request contains more parameters +than this value, a 413 will be returned to the client. Defaults to `1000`. + +##### type + +The `type` option is used to determine what media type the middleware will +parse. This option can be a string, array of strings, or a function. If not +a function, `type` option is passed directly to the +[type-is](https://www.npmjs.org/package/type-is#readme) library and this can +be an extension name (like `urlencoded`), a mime type (like +`application/x-www-form-urlencoded`), or a mime type with a wildcard (like +`*/x-www-form-urlencoded`). If a function, the `type` option is called as +`fn(req)` and the request is parsed if it returns a truthy value. Defaults +to `application/x-www-form-urlencoded`. + +##### verify + +The `verify` option, if supplied, is called as `verify(req, res, buf, encoding)`, +where `buf` is a `Buffer` of the raw request body and `encoding` is the +encoding of the request. The parsing can be aborted by throwing an error. + +#### depth + +The `depth` option is used to configure the maximum depth of the `qs` library when `extended` is `true`. This allows you to limit the amount of keys that are parsed and can be useful to prevent certain types of abuse. Defaults to `32`. It is recommended to keep this value as low as possible. + +## Errors + +The middlewares provided by this module create errors using the +[`http-errors` module](https://www.npmjs.com/package/http-errors). The errors +will typically have a `status`/`statusCode` property that contains the suggested +HTTP response code, an `expose` property to determine if the `message` property +should be displayed to the client, a `type` property to determine the type of +error without matching against the `message`, and a `body` property containing +the read body, if available. + +The following are the common errors created, though any error can come through +for various reasons. + +### content encoding unsupported + +This error will occur when the request had a `Content-Encoding` header that +contained an encoding but the "inflation" option was set to `false`. The +`status` property is set to `415`, the `type` property is set to +`'encoding.unsupported'`, and the `charset` property will be set to the +encoding that is unsupported. + +### entity parse failed + +This error will occur when the request contained an entity that could not be +parsed by the middleware. The `status` property is set to `400`, the `type` +property is set to `'entity.parse.failed'`, and the `body` property is set to +the entity value that failed parsing. + +### entity verify failed + +This error will occur when the request contained an entity that could not be +failed verification by the defined `verify` option. The `status` property is +set to `403`, the `type` property is set to `'entity.verify.failed'`, and the +`body` property is set to the entity value that failed verification. + +### request aborted + +This error will occur when the request is aborted by the client before reading +the body has finished. The `received` property will be set to the number of +bytes received before the request was aborted and the `expected` property is +set to the number of expected bytes. The `status` property is set to `400` +and `type` property is set to `'request.aborted'`. + +### request entity too large + +This error will occur when the request body's size is larger than the "limit" +option. The `limit` property will be set to the byte limit and the `length` +property will be set to the request body's length. The `status` property is +set to `413` and the `type` property is set to `'entity.too.large'`. + +### request size did not match content length + +This error will occur when the request's length did not match the length from +the `Content-Length` header. This typically occurs when the request is malformed, +typically when the `Content-Length` header was calculated based on characters +instead of bytes. The `status` property is set to `400` and the `type` property +is set to `'request.size.invalid'`. + +### stream encoding should not be set + +This error will occur when something called the `req.setEncoding` method prior +to this middleware. This module operates directly on bytes only and you cannot +call `req.setEncoding` when using this module. The `status` property is set to +`500` and the `type` property is set to `'stream.encoding.set'`. + +### stream is not readable + +This error will occur when the request is no longer readable when this middleware +attempts to read it. This typically means something other than a middleware from +this module read the request body already and the middleware was also configured to +read the same request. The `status` property is set to `500` and the `type` +property is set to `'stream.not.readable'`. + +### too many parameters + +This error will occur when the content of the request exceeds the configured +`parameterLimit` for the `urlencoded` parser. The `status` property is set to +`413` and the `type` property is set to `'parameters.too.many'`. + +### unsupported charset "BOGUS" + +This error will occur when the request had a charset parameter in the +`Content-Type` header, but the `iconv-lite` module does not support it OR the +parser does not support it. The charset is contained in the message as well +as in the `charset` property. The `status` property is set to `415`, the +`type` property is set to `'charset.unsupported'`, and the `charset` property +is set to the charset that is unsupported. + +### unsupported content encoding "bogus" + +This error will occur when the request had a `Content-Encoding` header that +contained an unsupported encoding. The encoding is contained in the message +as well as in the `encoding` property. The `status` property is set to `415`, +the `type` property is set to `'encoding.unsupported'`, and the `encoding` +property is set to the encoding that is unsupported. + +### The input exceeded the depth + +This error occurs when using `bodyParser.urlencoded` with the `extended` property set to `true` and the input exceeds the configured `depth` option. The `status` property is set to `400`. It is recommended to review the `depth` option and evaluate if it requires a higher value. When the `depth` option is set to `32` (default value), the error will not be thrown. + +## Examples + +### Express/Connect top-level generic + +This example demonstrates adding a generic JSON and URL-encoded parser as a +top-level middleware, which will parse the bodies of all incoming requests. +This is the simplest setup. + +```js +var express = require('express') +var bodyParser = require('body-parser') + +var app = express() + +// parse application/x-www-form-urlencoded +app.use(bodyParser.urlencoded({ extended: false })) + +// parse application/json +app.use(bodyParser.json()) + +app.use(function (req, res) { + res.setHeader('Content-Type', 'text/plain') + res.write('you posted:\n') + res.end(JSON.stringify(req.body, null, 2)) +}) +``` + +### Express route-specific + +This example demonstrates adding body parsers specifically to the routes that +need them. In general, this is the most recommended way to use body-parser with +Express. + +```js +var express = require('express') +var bodyParser = require('body-parser') + +var app = express() + +// create application/json parser +var jsonParser = bodyParser.json() + +// create application/x-www-form-urlencoded parser +var urlencodedParser = bodyParser.urlencoded({ extended: false }) + +// POST /login gets urlencoded bodies +app.post('/login', urlencodedParser, function (req, res) { + res.send('welcome, ' + req.body.username) +}) + +// POST /api/users gets JSON bodies +app.post('/api/users', jsonParser, function (req, res) { + // create user in req.body +}) +``` + +### Change accepted type for parsers + +All the parsers accept a `type` option which allows you to change the +`Content-Type` that the middleware will parse. + +```js +var express = require('express') +var bodyParser = require('body-parser') + +var app = express() + +// parse various different custom JSON types as JSON +app.use(bodyParser.json({ type: 'application/*+json' })) + +// parse some custom thing into a Buffer +app.use(bodyParser.raw({ type: 'application/vnd.custom-type' })) + +// parse an HTML body into a string +app.use(bodyParser.text({ type: 'text/html' })) +``` + +## License + +[MIT](LICENSE) + +[ci-image]: https://badgen.net/github/checks/expressjs/body-parser/master?label=ci +[ci-url]: https://github.com/expressjs/body-parser/actions/workflows/ci.yml +[coveralls-image]: https://badgen.net/coveralls/c/github/expressjs/body-parser/master +[coveralls-url]: https://coveralls.io/r/expressjs/body-parser?branch=master +[node-version-image]: https://badgen.net/npm/node/body-parser +[node-version-url]: https://nodejs.org/en/download +[npm-downloads-image]: https://badgen.net/npm/dm/body-parser +[npm-url]: https://npmjs.org/package/body-parser +[npm-version-image]: https://badgen.net/npm/v/body-parser +[ossf-scorecard-badge]: https://api.scorecard.dev/projects/github.com/expressjs/body-parser/badge +[ossf-scorecard-visualizer]: https://ossf.github.io/scorecard-visualizer/#/projects/github.com/expressjs/body-parser \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/SECURITY.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/SECURITY.md new file mode 100644 index 000000000..9694d4296 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/SECURITY.md @@ -0,0 +1,25 @@ +# Security Policies and Procedures + +## Reporting a Bug + +The Express team and community take all security bugs seriously. Thank you +for improving the security of Express. We appreciate your efforts and +responsible disclosure and will make every effort to acknowledge your +contributions. + +Report security bugs by emailing the current owner(s) of `body-parser`. This +information can be found in the npm registry using the command +`npm owner ls body-parser`. +If unsure or unable to get the information from the above, open an issue +in the [project issue tracker](https://github.com/expressjs/body-parser/issues) +asking for the current contact information. + +To ensure the timely response to your report, please ensure that the entirety +of the report is contained within the email body and not solely behind a web +link or an attachment. + +At least one owner will acknowledge your email within 48 hours, and will send a +more detailed response within 48 hours indicating the next steps in handling +your report. After the initial reply to your report, the owners will +endeavor to keep you informed of the progress towards a fix and full +announcement, and may ask for additional information or guidance. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/index.js new file mode 100644 index 000000000..bb24d739d --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/index.js @@ -0,0 +1,156 @@ +/*! + * body-parser + * Copyright(c) 2014-2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + * @private + */ + +var deprecate = require('depd')('body-parser') + +/** + * Cache of loaded parsers. + * @private + */ + +var parsers = Object.create(null) + +/** + * @typedef Parsers + * @type {function} + * @property {function} json + * @property {function} raw + * @property {function} text + * @property {function} urlencoded + */ + +/** + * Module exports. + * @type {Parsers} + */ + +exports = module.exports = deprecate.function(bodyParser, + 'bodyParser: use individual json/urlencoded middlewares') + +/** + * JSON parser. + * @public + */ + +Object.defineProperty(exports, 'json', { + configurable: true, + enumerable: true, + get: createParserGetter('json') +}) + +/** + * Raw parser. + * @public + */ + +Object.defineProperty(exports, 'raw', { + configurable: true, + enumerable: true, + get: createParserGetter('raw') +}) + +/** + * Text parser. + * @public + */ + +Object.defineProperty(exports, 'text', { + configurable: true, + enumerable: true, + get: createParserGetter('text') +}) + +/** + * URL-encoded parser. + * @public + */ + +Object.defineProperty(exports, 'urlencoded', { + configurable: true, + enumerable: true, + get: createParserGetter('urlencoded') +}) + +/** + * Create a middleware to parse json and urlencoded bodies. + * + * @param {object} [options] + * @return {function} + * @deprecated + * @public + */ + +function bodyParser (options) { + // use default type for parsers + var opts = Object.create(options || null, { + type: { + configurable: true, + enumerable: true, + value: undefined, + writable: true + } + }) + + var _urlencoded = exports.urlencoded(opts) + var _json = exports.json(opts) + + return function bodyParser (req, res, next) { + _json(req, res, function (err) { + if (err) return next(err) + _urlencoded(req, res, next) + }) + } +} + +/** + * Create a getter for loading a parser. + * @private + */ + +function createParserGetter (name) { + return function get () { + return loadParser(name) + } +} + +/** + * Load a parser module. + * @private + */ + +function loadParser (parserName) { + var parser = parsers[parserName] + + if (parser !== undefined) { + return parser + } + + // this uses a switch for static require analysis + switch (parserName) { + case 'json': + parser = require('./lib/types/json') + break + case 'raw': + parser = require('./lib/types/raw') + break + case 'text': + parser = require('./lib/types/text') + break + case 'urlencoded': + parser = require('./lib/types/urlencoded') + break + } + + // store to prevent invoking require() + return (parsers[parserName] = parser) +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/read.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/read.js new file mode 100644 index 000000000..fce6283f5 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/read.js @@ -0,0 +1,205 @@ +/*! + * body-parser + * Copyright(c) 2014-2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + * @private + */ + +var createError = require('http-errors') +var destroy = require('destroy') +var getBody = require('raw-body') +var iconv = require('iconv-lite') +var onFinished = require('on-finished') +var unpipe = require('unpipe') +var zlib = require('zlib') + +/** + * Module exports. + */ + +module.exports = read + +/** + * Read a request into a buffer and parse. + * + * @param {object} req + * @param {object} res + * @param {function} next + * @param {function} parse + * @param {function} debug + * @param {object} options + * @private + */ + +function read (req, res, next, parse, debug, options) { + var length + var opts = options + var stream + + // flag as parsed + req._body = true + + // read options + var encoding = opts.encoding !== null + ? opts.encoding + : null + var verify = opts.verify + + try { + // get the content stream + stream = contentstream(req, debug, opts.inflate) + length = stream.length + stream.length = undefined + } catch (err) { + return next(err) + } + + // set raw-body options + opts.length = length + opts.encoding = verify + ? null + : encoding + + // assert charset is supported + if (opts.encoding === null && encoding !== null && !iconv.encodingExists(encoding)) { + return next(createError(415, 'unsupported charset "' + encoding.toUpperCase() + '"', { + charset: encoding.toLowerCase(), + type: 'charset.unsupported' + })) + } + + // read body + debug('read body') + getBody(stream, opts, function (error, body) { + if (error) { + var _error + + if (error.type === 'encoding.unsupported') { + // echo back charset + _error = createError(415, 'unsupported charset "' + encoding.toUpperCase() + '"', { + charset: encoding.toLowerCase(), + type: 'charset.unsupported' + }) + } else { + // set status code on error + _error = createError(400, error) + } + + // unpipe from stream and destroy + if (stream !== req) { + unpipe(req) + destroy(stream, true) + } + + // read off entire request + dump(req, function onfinished () { + next(createError(400, _error)) + }) + return + } + + // verify + if (verify) { + try { + debug('verify body') + verify(req, res, body, encoding) + } catch (err) { + next(createError(403, err, { + body: body, + type: err.type || 'entity.verify.failed' + })) + return + } + } + + // parse + var str = body + try { + debug('parse body') + str = typeof body !== 'string' && encoding !== null + ? iconv.decode(body, encoding) + : body + req.body = parse(str) + } catch (err) { + next(createError(400, err, { + body: str, + type: err.type || 'entity.parse.failed' + })) + return + } + + next() + }) +} + +/** + * Get the content stream of the request. + * + * @param {object} req + * @param {function} debug + * @param {boolean} [inflate=true] + * @return {object} + * @api private + */ + +function contentstream (req, debug, inflate) { + var encoding = (req.headers['content-encoding'] || 'identity').toLowerCase() + var length = req.headers['content-length'] + var stream + + debug('content-encoding "%s"', encoding) + + if (inflate === false && encoding !== 'identity') { + throw createError(415, 'content encoding unsupported', { + encoding: encoding, + type: 'encoding.unsupported' + }) + } + + switch (encoding) { + case 'deflate': + stream = zlib.createInflate() + debug('inflate body') + req.pipe(stream) + break + case 'gzip': + stream = zlib.createGunzip() + debug('gunzip body') + req.pipe(stream) + break + case 'identity': + stream = req + stream.length = length + break + default: + throw createError(415, 'unsupported content encoding "' + encoding + '"', { + encoding: encoding, + type: 'encoding.unsupported' + }) + } + + return stream +} + +/** + * Dump the contents of a request. + * + * @param {object} req + * @param {function} callback + * @api private + */ + +function dump (req, callback) { + if (onFinished.isFinished(req)) { + callback(null) + } else { + onFinished(req, callback) + req.resume() + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/json.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/json.js new file mode 100644 index 000000000..59f3f7e28 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/json.js @@ -0,0 +1,247 @@ +/*! + * body-parser + * Copyright(c) 2014 Jonathan Ong + * Copyright(c) 2014-2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + * @private + */ + +var bytes = require('bytes') +var contentType = require('content-type') +var createError = require('http-errors') +var debug = require('debug')('body-parser:json') +var read = require('../read') +var typeis = require('type-is') + +/** + * Module exports. + */ + +module.exports = json + +/** + * RegExp to match the first non-space in a string. + * + * Allowed whitespace is defined in RFC 7159: + * + * ws = *( + * %x20 / ; Space + * %x09 / ; Horizontal tab + * %x0A / ; Line feed or New line + * %x0D ) ; Carriage return + */ + +var FIRST_CHAR_REGEXP = /^[\x20\x09\x0a\x0d]*([^\x20\x09\x0a\x0d])/ // eslint-disable-line no-control-regex + +var JSON_SYNTAX_CHAR = '#' +var JSON_SYNTAX_REGEXP = /#+/g + +/** + * Create a middleware to parse JSON bodies. + * + * @param {object} [options] + * @return {function} + * @public + */ + +function json (options) { + var opts = options || {} + + var limit = typeof opts.limit !== 'number' + ? bytes.parse(opts.limit || '100kb') + : opts.limit + var inflate = opts.inflate !== false + var reviver = opts.reviver + var strict = opts.strict !== false + var type = opts.type || 'application/json' + var verify = opts.verify || false + + if (verify !== false && typeof verify !== 'function') { + throw new TypeError('option verify must be function') + } + + // create the appropriate type checking function + var shouldParse = typeof type !== 'function' + ? typeChecker(type) + : type + + function parse (body) { + if (body.length === 0) { + // special-case empty json body, as it's a common client-side mistake + // TODO: maybe make this configurable or part of "strict" option + return {} + } + + if (strict) { + var first = firstchar(body) + + if (first !== '{' && first !== '[') { + debug('strict violation') + throw createStrictSyntaxError(body, first) + } + } + + try { + debug('parse json') + return JSON.parse(body, reviver) + } catch (e) { + throw normalizeJsonSyntaxError(e, { + message: e.message, + stack: e.stack + }) + } + } + + return function jsonParser (req, res, next) { + if (req._body) { + debug('body already parsed') + next() + return + } + + req.body = req.body || {} + + // skip requests without bodies + if (!typeis.hasBody(req)) { + debug('skip empty body') + next() + return + } + + debug('content-type %j', req.headers['content-type']) + + // determine if request should be parsed + if (!shouldParse(req)) { + debug('skip parsing') + next() + return + } + + // assert charset per RFC 7159 sec 8.1 + var charset = getCharset(req) || 'utf-8' + if (charset.slice(0, 4) !== 'utf-') { + debug('invalid charset') + next(createError(415, 'unsupported charset "' + charset.toUpperCase() + '"', { + charset: charset, + type: 'charset.unsupported' + })) + return + } + + // read + read(req, res, next, parse, debug, { + encoding: charset, + inflate: inflate, + limit: limit, + verify: verify + }) + } +} + +/** + * Create strict violation syntax error matching native error. + * + * @param {string} str + * @param {string} char + * @return {Error} + * @private + */ + +function createStrictSyntaxError (str, char) { + var index = str.indexOf(char) + var partial = '' + + if (index !== -1) { + partial = str.substring(0, index) + JSON_SYNTAX_CHAR + + for (var i = index + 1; i < str.length; i++) { + partial += JSON_SYNTAX_CHAR + } + } + + try { + JSON.parse(partial); /* istanbul ignore next */ throw new SyntaxError('strict violation') + } catch (e) { + return normalizeJsonSyntaxError(e, { + message: e.message.replace(JSON_SYNTAX_REGEXP, function (placeholder) { + return str.substring(index, index + placeholder.length) + }), + stack: e.stack + }) + } +} + +/** + * Get the first non-whitespace character in a string. + * + * @param {string} str + * @return {function} + * @private + */ + +function firstchar (str) { + var match = FIRST_CHAR_REGEXP.exec(str) + + return match + ? match[1] + : undefined +} + +/** + * Get the charset of a request. + * + * @param {object} req + * @api private + */ + +function getCharset (req) { + try { + return (contentType.parse(req).parameters.charset || '').toLowerCase() + } catch (e) { + return undefined + } +} + +/** + * Normalize a SyntaxError for JSON.parse. + * + * @param {SyntaxError} error + * @param {object} obj + * @return {SyntaxError} + */ + +function normalizeJsonSyntaxError (error, obj) { + var keys = Object.getOwnPropertyNames(error) + + for (var i = 0; i < keys.length; i++) { + var key = keys[i] + if (key !== 'stack' && key !== 'message') { + delete error[key] + } + } + + // replace stack before message for Node.js 0.10 and below + error.stack = obj.stack.replace(error.message, obj.message) + error.message = obj.message + + return error +} + +/** + * Get the simple type checker. + * + * @param {string} type + * @return {function} + */ + +function typeChecker (type) { + return function checkType (req) { + return Boolean(typeis(req, type)) + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/raw.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/raw.js new file mode 100644 index 000000000..f5d1b6747 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/raw.js @@ -0,0 +1,101 @@ +/*! + * body-parser + * Copyright(c) 2014-2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + */ + +var bytes = require('bytes') +var debug = require('debug')('body-parser:raw') +var read = require('../read') +var typeis = require('type-is') + +/** + * Module exports. + */ + +module.exports = raw + +/** + * Create a middleware to parse raw bodies. + * + * @param {object} [options] + * @return {function} + * @api public + */ + +function raw (options) { + var opts = options || {} + + var inflate = opts.inflate !== false + var limit = typeof opts.limit !== 'number' + ? bytes.parse(opts.limit || '100kb') + : opts.limit + var type = opts.type || 'application/octet-stream' + var verify = opts.verify || false + + if (verify !== false && typeof verify !== 'function') { + throw new TypeError('option verify must be function') + } + + // create the appropriate type checking function + var shouldParse = typeof type !== 'function' + ? typeChecker(type) + : type + + function parse (buf) { + return buf + } + + return function rawParser (req, res, next) { + if (req._body) { + debug('body already parsed') + next() + return + } + + req.body = req.body || {} + + // skip requests without bodies + if (!typeis.hasBody(req)) { + debug('skip empty body') + next() + return + } + + debug('content-type %j', req.headers['content-type']) + + // determine if request should be parsed + if (!shouldParse(req)) { + debug('skip parsing') + next() + return + } + + // read + read(req, res, next, parse, debug, { + encoding: null, + inflate: inflate, + limit: limit, + verify: verify + }) + } +} + +/** + * Get the simple type checker. + * + * @param {string} type + * @return {function} + */ + +function typeChecker (type) { + return function checkType (req) { + return Boolean(typeis(req, type)) + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/text.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/text.js new file mode 100644 index 000000000..083a00908 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/text.js @@ -0,0 +1,121 @@ +/*! + * body-parser + * Copyright(c) 2014-2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + */ + +var bytes = require('bytes') +var contentType = require('content-type') +var debug = require('debug')('body-parser:text') +var read = require('../read') +var typeis = require('type-is') + +/** + * Module exports. + */ + +module.exports = text + +/** + * Create a middleware to parse text bodies. + * + * @param {object} [options] + * @return {function} + * @api public + */ + +function text (options) { + var opts = options || {} + + var defaultCharset = opts.defaultCharset || 'utf-8' + var inflate = opts.inflate !== false + var limit = typeof opts.limit !== 'number' + ? bytes.parse(opts.limit || '100kb') + : opts.limit + var type = opts.type || 'text/plain' + var verify = opts.verify || false + + if (verify !== false && typeof verify !== 'function') { + throw new TypeError('option verify must be function') + } + + // create the appropriate type checking function + var shouldParse = typeof type !== 'function' + ? typeChecker(type) + : type + + function parse (buf) { + return buf + } + + return function textParser (req, res, next) { + if (req._body) { + debug('body already parsed') + next() + return + } + + req.body = req.body || {} + + // skip requests without bodies + if (!typeis.hasBody(req)) { + debug('skip empty body') + next() + return + } + + debug('content-type %j', req.headers['content-type']) + + // determine if request should be parsed + if (!shouldParse(req)) { + debug('skip parsing') + next() + return + } + + // get charset + var charset = getCharset(req) || defaultCharset + + // read + read(req, res, next, parse, debug, { + encoding: charset, + inflate: inflate, + limit: limit, + verify: verify + }) + } +} + +/** + * Get the charset of a request. + * + * @param {object} req + * @api private + */ + +function getCharset (req) { + try { + return (contentType.parse(req).parameters.charset || '').toLowerCase() + } catch (e) { + return undefined + } +} + +/** + * Get the simple type checker. + * + * @param {string} type + * @return {function} + */ + +function typeChecker (type) { + return function checkType (req) { + return Boolean(typeis(req, type)) + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/urlencoded.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/urlencoded.js new file mode 100644 index 000000000..2bd4485f5 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/lib/types/urlencoded.js @@ -0,0 +1,307 @@ +/*! + * body-parser + * Copyright(c) 2014 Jonathan Ong + * Copyright(c) 2014-2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module dependencies. + * @private + */ + +var bytes = require('bytes') +var contentType = require('content-type') +var createError = require('http-errors') +var debug = require('debug')('body-parser:urlencoded') +var deprecate = require('depd')('body-parser') +var read = require('../read') +var typeis = require('type-is') + +/** + * Module exports. + */ + +module.exports = urlencoded + +/** + * Cache of parser modules. + */ + +var parsers = Object.create(null) + +/** + * Create a middleware to parse urlencoded bodies. + * + * @param {object} [options] + * @return {function} + * @public + */ + +function urlencoded (options) { + var opts = options || {} + + // notice because option default will flip in next major + if (opts.extended === undefined) { + deprecate('undefined extended: provide extended option') + } + + var extended = opts.extended !== false + var inflate = opts.inflate !== false + var limit = typeof opts.limit !== 'number' + ? bytes.parse(opts.limit || '100kb') + : opts.limit + var type = opts.type || 'application/x-www-form-urlencoded' + var verify = opts.verify || false + var depth = typeof opts.depth !== 'number' + ? Number(opts.depth || 32) + : opts.depth + + if (verify !== false && typeof verify !== 'function') { + throw new TypeError('option verify must be function') + } + + // create the appropriate query parser + var queryparse = extended + ? extendedparser(opts) + : simpleparser(opts) + + // create the appropriate type checking function + var shouldParse = typeof type !== 'function' + ? typeChecker(type) + : type + + function parse (body) { + return body.length + ? queryparse(body) + : {} + } + + return function urlencodedParser (req, res, next) { + if (req._body) { + debug('body already parsed') + next() + return + } + + req.body = req.body || {} + + // skip requests without bodies + if (!typeis.hasBody(req)) { + debug('skip empty body') + next() + return + } + + debug('content-type %j', req.headers['content-type']) + + // determine if request should be parsed + if (!shouldParse(req)) { + debug('skip parsing') + next() + return + } + + // assert charset + var charset = getCharset(req) || 'utf-8' + if (charset !== 'utf-8') { + debug('invalid charset') + next(createError(415, 'unsupported charset "' + charset.toUpperCase() + '"', { + charset: charset, + type: 'charset.unsupported' + })) + return + } + + // read + read(req, res, next, parse, debug, { + debug: debug, + encoding: charset, + inflate: inflate, + limit: limit, + verify: verify, + depth: depth + }) + } +} + +/** + * Get the extended query parser. + * + * @param {object} options + */ + +function extendedparser (options) { + var parameterLimit = options.parameterLimit !== undefined + ? options.parameterLimit + : 1000 + + var depth = typeof options.depth !== 'number' + ? Number(options.depth || 32) + : options.depth + var parse = parser('qs') + + if (isNaN(parameterLimit) || parameterLimit < 1) { + throw new TypeError('option parameterLimit must be a positive number') + } + + if (isNaN(depth) || depth < 0) { + throw new TypeError('option depth must be a zero or a positive number') + } + + if (isFinite(parameterLimit)) { + parameterLimit = parameterLimit | 0 + } + + return function queryparse (body) { + var paramCount = parameterCount(body, parameterLimit) + + if (paramCount === undefined) { + debug('too many parameters') + throw createError(413, 'too many parameters', { + type: 'parameters.too.many' + }) + } + + var arrayLimit = Math.max(100, paramCount) + + debug('parse extended urlencoding') + try { + return parse(body, { + allowPrototypes: true, + arrayLimit: arrayLimit, + depth: depth, + strictDepth: true, + parameterLimit: parameterLimit + }) + } catch (err) { + if (err instanceof RangeError) { + throw createError(400, 'The input exceeded the depth', { + type: 'querystring.parse.rangeError' + }) + } else { + throw err + } + } + } +} + +/** + * Get the charset of a request. + * + * @param {object} req + * @api private + */ + +function getCharset (req) { + try { + return (contentType.parse(req).parameters.charset || '').toLowerCase() + } catch (e) { + return undefined + } +} + +/** + * Count the number of parameters, stopping once limit reached + * + * @param {string} body + * @param {number} limit + * @api private + */ + +function parameterCount (body, limit) { + var count = 0 + var index = 0 + + while ((index = body.indexOf('&', index)) !== -1) { + count++ + index++ + + if (count === limit) { + return undefined + } + } + + return count +} + +/** + * Get parser for module name dynamically. + * + * @param {string} name + * @return {function} + * @api private + */ + +function parser (name) { + var mod = parsers[name] + + if (mod !== undefined) { + return mod.parse + } + + // this uses a switch for static require analysis + switch (name) { + case 'qs': + mod = require('qs') + break + case 'querystring': + mod = require('querystring') + break + } + + // store to prevent invoking require() + parsers[name] = mod + + return mod.parse +} + +/** + * Get the simple query parser. + * + * @param {object} options + */ + +function simpleparser (options) { + var parameterLimit = options.parameterLimit !== undefined + ? options.parameterLimit + : 1000 + var parse = parser('querystring') + + if (isNaN(parameterLimit) || parameterLimit < 1) { + throw new TypeError('option parameterLimit must be a positive number') + } + + if (isFinite(parameterLimit)) { + parameterLimit = parameterLimit | 0 + } + + return function queryparse (body) { + var paramCount = parameterCount(body, parameterLimit) + + if (paramCount === undefined) { + debug('too many parameters') + throw createError(413, 'too many parameters', { + type: 'parameters.too.many' + }) + } + + debug('parse urlencoding') + return parse(body, undefined, undefined, { maxKeys: parameterLimit }) + } +} + +/** + * Get the simple type checker. + * + * @param {string} type + * @return {function} + */ + +function typeChecker (type) { + return function checkType (req) { + return Boolean(typeis(req, type)) + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/package.json new file mode 100644 index 000000000..3c9926fc5 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/body-parser/package.json @@ -0,0 +1,56 @@ +{ + "name": "body-parser", + "description": "Node.js body parsing middleware", + "version": "1.20.3", + "contributors": [ + "Douglas Christopher Wilson ", + "Jonathan Ong (http://jongleberry.com)" + ], + "license": "MIT", + "repository": "expressjs/body-parser", + "dependencies": { + "bytes": "3.1.2", + "content-type": "~1.0.5", + "debug": "2.6.9", + "depd": "2.0.0", + "destroy": "1.2.0", + "http-errors": "2.0.0", + "iconv-lite": "0.4.24", + "on-finished": "2.4.1", + "qs": "6.13.0", + "raw-body": "2.5.2", + "type-is": "~1.6.18", + "unpipe": "1.0.0" + }, + "devDependencies": { + "eslint": "8.34.0", + "eslint-config-standard": "14.1.1", + "eslint-plugin-import": "2.27.5", + "eslint-plugin-markdown": "3.0.0", + "eslint-plugin-node": "11.1.0", + "eslint-plugin-promise": "6.1.1", + "eslint-plugin-standard": "4.1.0", + "methods": "1.1.2", + "mocha": "10.2.0", + "nyc": "15.1.0", + "safe-buffer": "5.2.1", + "supertest": "6.3.3" + }, + "files": [ + "lib/", + "LICENSE", + "HISTORY.md", + "SECURITY.md", + "index.js" + ], + "engines": { + "node": ">= 0.8", + "npm": "1.2.8000 || >= 1.4.16" + }, + "scripts": { + "lint": "eslint .", + "test": "mocha --require test/support/env --reporter spec --check-leaks --bail test/", + "test-ci": "nyc --reporter=lcov --reporter=text npm test", + "test-cov": "nyc --reporter=html --reporter=text npm test" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/History.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/History.md new file mode 100644 index 000000000..d60ce0e6d --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/History.md @@ -0,0 +1,97 @@ +3.1.2 / 2022-01-27 +================== + + * Fix return value for un-parsable strings + +3.1.1 / 2021-11-15 +================== + + * Fix "thousandsSeparator" incorrecting formatting fractional part + +3.1.0 / 2019-01-22 +================== + + * Add petabyte (`pb`) support + +3.0.0 / 2017-08-31 +================== + + * Change "kB" to "KB" in format output + * Remove support for Node.js 0.6 + * Remove support for ComponentJS + +2.5.0 / 2017-03-24 +================== + + * Add option "unit" + +2.4.0 / 2016-06-01 +================== + + * Add option "unitSeparator" + +2.3.0 / 2016-02-15 +================== + + * Drop partial bytes on all parsed units + * Fix non-finite numbers to `.format` to return `null` + * Fix parsing byte string that looks like hex + * perf: hoist regular expressions + +2.2.0 / 2015-11-13 +================== + + * add option "decimalPlaces" + * add option "fixedDecimals" + +2.1.0 / 2015-05-21 +================== + + * add `.format` export + * add `.parse` export + +2.0.2 / 2015-05-20 +================== + + * remove map recreation + * remove unnecessary object construction + +2.0.1 / 2015-05-07 +================== + + * fix browserify require + * remove node.extend dependency + +2.0.0 / 2015-04-12 +================== + + * add option "case" + * add option "thousandsSeparator" + * return "null" on invalid parse input + * support proper round-trip: bytes(bytes(num)) === num + * units no longer case sensitive when parsing + +1.0.0 / 2014-05-05 +================== + + * add negative support. fixes #6 + +0.3.0 / 2014-03-19 +================== + + * added terabyte support + +0.2.1 / 2013-04-01 +================== + + * add .component + +0.2.0 / 2012-10-28 +================== + + * bytes(200).should.eql('200b') + +0.1.0 / 2012-07-04 +================== + + * add bytes to string conversion [yields] diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/LICENSE new file mode 100644 index 000000000..63e95a963 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/LICENSE @@ -0,0 +1,23 @@ +(The MIT License) + +Copyright (c) 2012-2014 TJ Holowaychuk +Copyright (c) 2015 Jed Watson + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/Readme.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/Readme.md new file mode 100644 index 000000000..5790e23e3 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/Readme.md @@ -0,0 +1,152 @@ +# Bytes utility + +[![NPM Version][npm-image]][npm-url] +[![NPM Downloads][downloads-image]][downloads-url] +[![Build Status][ci-image]][ci-url] +[![Test Coverage][coveralls-image]][coveralls-url] + +Utility to parse a string bytes (ex: `1TB`) to bytes (`1099511627776`) and vice-versa. + +## Installation + +This is a [Node.js](https://nodejs.org/en/) module available through the +[npm registry](https://www.npmjs.com/). Installation is done using the +[`npm install` command](https://docs.npmjs.com/getting-started/installing-npm-packages-locally): + +```bash +$ npm install bytes +``` + +## Usage + +```js +var bytes = require('bytes'); +``` + +#### bytes(number|string value, [options]): number|string|null + +Default export function. Delegates to either `bytes.format` or `bytes.parse` based on the type of `value`. + +**Arguments** + +| Name | Type | Description | +|---------|----------|--------------------| +| value | `number`|`string` | Number value to format or string value to parse | +| options | `Object` | Conversion options for `format` | + +**Returns** + +| Name | Type | Description | +|---------|------------------|-------------------------------------------------| +| results | `string`|`number`|`null` | Return null upon error. Numeric value in bytes, or string value otherwise. | + +**Example** + +```js +bytes(1024); +// output: '1KB' + +bytes('1KB'); +// output: 1024 +``` + +#### bytes.format(number value, [options]): string|null + +Format the given value in bytes into a string. If the value is negative, it is kept as such. If it is a float, it is + rounded. + +**Arguments** + +| Name | Type | Description | +|---------|----------|--------------------| +| value | `number` | Value in bytes | +| options | `Object` | Conversion options | + +**Options** + +| Property | Type | Description | +|-------------------|--------|-----------------------------------------------------------------------------------------| +| decimalPlaces | `number`|`null` | Maximum number of decimal places to include in output. Default value to `2`. | +| fixedDecimals | `boolean`|`null` | Whether to always display the maximum number of decimal places. Default value to `false` | +| thousandsSeparator | `string`|`null` | Example of values: `' '`, `','` and `'.'`... Default value to `''`. | +| unit | `string`|`null` | The unit in which the result will be returned (B/KB/MB/GB/TB). Default value to `''` (which means auto detect). | +| unitSeparator | `string`|`null` | Separator to use between number and unit. Default value to `''`. | + +**Returns** + +| Name | Type | Description | +|---------|------------------|-------------------------------------------------| +| results | `string`|`null` | Return null upon error. String value otherwise. | + +**Example** + +```js +bytes.format(1024); +// output: '1KB' + +bytes.format(1000); +// output: '1000B' + +bytes.format(1000, {thousandsSeparator: ' '}); +// output: '1 000B' + +bytes.format(1024 * 1.7, {decimalPlaces: 0}); +// output: '2KB' + +bytes.format(1024, {unitSeparator: ' '}); +// output: '1 KB' +``` + +#### bytes.parse(string|number value): number|null + +Parse the string value into an integer in bytes. If no unit is given, or `value` +is a number, it is assumed the value is in bytes. + +Supported units and abbreviations are as follows and are case-insensitive: + + * `b` for bytes + * `kb` for kilobytes + * `mb` for megabytes + * `gb` for gigabytes + * `tb` for terabytes + * `pb` for petabytes + +The units are in powers of two, not ten. This means 1kb = 1024b according to this parser. + +**Arguments** + +| Name | Type | Description | +|---------------|--------|--------------------| +| value | `string`|`number` | String to parse, or number in bytes. | + +**Returns** + +| Name | Type | Description | +|---------|-------------|-------------------------| +| results | `number`|`null` | Return null upon error. Value in bytes otherwise. | + +**Example** + +```js +bytes.parse('1KB'); +// output: 1024 + +bytes.parse('1024'); +// output: 1024 + +bytes.parse(1024); +// output: 1024 +``` + +## License + +[MIT](LICENSE) + +[ci-image]: https://badgen.net/github/checks/visionmedia/bytes.js/master?label=ci +[ci-url]: https://github.com/visionmedia/bytes.js/actions?query=workflow%3Aci +[coveralls-image]: https://badgen.net/coveralls/c/github/visionmedia/bytes.js/master +[coveralls-url]: https://coveralls.io/r/visionmedia/bytes.js?branch=master +[downloads-image]: https://badgen.net/npm/dm/bytes +[downloads-url]: https://npmjs.org/package/bytes +[npm-image]: https://badgen.net/npm/v/bytes +[npm-url]: https://npmjs.org/package/bytes diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/index.js new file mode 100644 index 000000000..6f2d0f89e --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/index.js @@ -0,0 +1,170 @@ +/*! + * bytes + * Copyright(c) 2012-2014 TJ Holowaychuk + * Copyright(c) 2015 Jed Watson + * MIT Licensed + */ + +'use strict'; + +/** + * Module exports. + * @public + */ + +module.exports = bytes; +module.exports.format = format; +module.exports.parse = parse; + +/** + * Module variables. + * @private + */ + +var formatThousandsRegExp = /\B(?=(\d{3})+(?!\d))/g; + +var formatDecimalsRegExp = /(?:\.0*|(\.[^0]+)0+)$/; + +var map = { + b: 1, + kb: 1 << 10, + mb: 1 << 20, + gb: 1 << 30, + tb: Math.pow(1024, 4), + pb: Math.pow(1024, 5), +}; + +var parseRegExp = /^((-|\+)?(\d+(?:\.\d+)?)) *(kb|mb|gb|tb|pb)$/i; + +/** + * Convert the given value in bytes into a string or parse to string to an integer in bytes. + * + * @param {string|number} value + * @param {{ + * case: [string], + * decimalPlaces: [number] + * fixedDecimals: [boolean] + * thousandsSeparator: [string] + * unitSeparator: [string] + * }} [options] bytes options. + * + * @returns {string|number|null} + */ + +function bytes(value, options) { + if (typeof value === 'string') { + return parse(value); + } + + if (typeof value === 'number') { + return format(value, options); + } + + return null; +} + +/** + * Format the given value in bytes into a string. + * + * If the value is negative, it is kept as such. If it is a float, + * it is rounded. + * + * @param {number} value + * @param {object} [options] + * @param {number} [options.decimalPlaces=2] + * @param {number} [options.fixedDecimals=false] + * @param {string} [options.thousandsSeparator=] + * @param {string} [options.unit=] + * @param {string} [options.unitSeparator=] + * + * @returns {string|null} + * @public + */ + +function format(value, options) { + if (!Number.isFinite(value)) { + return null; + } + + var mag = Math.abs(value); + var thousandsSeparator = (options && options.thousandsSeparator) || ''; + var unitSeparator = (options && options.unitSeparator) || ''; + var decimalPlaces = (options && options.decimalPlaces !== undefined) ? options.decimalPlaces : 2; + var fixedDecimals = Boolean(options && options.fixedDecimals); + var unit = (options && options.unit) || ''; + + if (!unit || !map[unit.toLowerCase()]) { + if (mag >= map.pb) { + unit = 'PB'; + } else if (mag >= map.tb) { + unit = 'TB'; + } else if (mag >= map.gb) { + unit = 'GB'; + } else if (mag >= map.mb) { + unit = 'MB'; + } else if (mag >= map.kb) { + unit = 'KB'; + } else { + unit = 'B'; + } + } + + var val = value / map[unit.toLowerCase()]; + var str = val.toFixed(decimalPlaces); + + if (!fixedDecimals) { + str = str.replace(formatDecimalsRegExp, '$1'); + } + + if (thousandsSeparator) { + str = str.split('.').map(function (s, i) { + return i === 0 + ? s.replace(formatThousandsRegExp, thousandsSeparator) + : s + }).join('.'); + } + + return str + unitSeparator + unit; +} + +/** + * Parse the string value into an integer in bytes. + * + * If no unit is given, it is assumed the value is in bytes. + * + * @param {number|string} val + * + * @returns {number|null} + * @public + */ + +function parse(val) { + if (typeof val === 'number' && !isNaN(val)) { + return val; + } + + if (typeof val !== 'string') { + return null; + } + + // Test if the string passed is valid + var results = parseRegExp.exec(val); + var floatValue; + var unit = 'b'; + + if (!results) { + // Nothing could be extracted from the given string + floatValue = parseInt(val, 10); + unit = 'b' + } else { + // Retrieve the value and the unit + floatValue = parseFloat(results[1]); + unit = results[4].toLowerCase(); + } + + if (isNaN(floatValue)) { + return null; + } + + return Math.floor(map[unit] * floatValue); +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/package.json new file mode 100644 index 000000000..f2b6a8b0e --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/bytes/package.json @@ -0,0 +1,42 @@ +{ + "name": "bytes", + "description": "Utility to parse a string bytes to bytes and vice-versa", + "version": "3.1.2", + "author": "TJ Holowaychuk (http://tjholowaychuk.com)", + "contributors": [ + "Jed Watson ", + "Théo FIDRY " + ], + "license": "MIT", + "keywords": [ + "byte", + "bytes", + "utility", + "parse", + "parser", + "convert", + "converter" + ], + "repository": "visionmedia/bytes.js", + "devDependencies": { + "eslint": "7.32.0", + "eslint-plugin-markdown": "2.2.1", + "mocha": "9.2.0", + "nyc": "15.1.0" + }, + "files": [ + "History.md", + "LICENSE", + "Readme.md", + "index.js" + ], + "engines": { + "node": ">= 0.8" + }, + "scripts": { + "lint": "eslint .", + "test": "mocha --check-leaks --reporter spec", + "test-ci": "nyc --reporter=lcov --reporter=text npm test", + "test-cov": "nyc --reporter=html --reporter=text npm test" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.eslintrc b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.eslintrc new file mode 100644 index 000000000..201e859be --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.eslintrc @@ -0,0 +1,17 @@ +{ + "root": true, + + "extends": "@ljharb", + + "rules": { + "func-name-matching": 0, + "id-length": 0, + "new-cap": [2, { + "capIsNewExceptions": [ + "GetIntrinsic", + ], + }], + "no-extra-parens": 0, + "no-magic-numbers": 0, + }, +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.github/FUNDING.yml b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.github/FUNDING.yml new file mode 100644 index 000000000..0011e9d65 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.github/FUNDING.yml @@ -0,0 +1,12 @@ +# These are supported funding model platforms + +github: [ljharb] +patreon: # Replace with a single Patreon username +open_collective: # Replace with a single Open Collective username +ko_fi: # Replace with a single Ko-fi username +tidelift: npm/call-bind-apply-helpers +community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry +liberapay: # Replace with a single Liberapay username +issuehunt: # Replace with a single IssueHunt username +otechie: # Replace with a single Otechie username +custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2'] diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.nycrc b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.nycrc new file mode 100644 index 000000000..bdd626ce9 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/.nycrc @@ -0,0 +1,9 @@ +{ + "all": true, + "check-coverage": false, + "reporter": ["text-summary", "text", "html", "json"], + "exclude": [ + "coverage", + "test" + ] +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/CHANGELOG.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/CHANGELOG.md new file mode 100644 index 000000000..24849428b --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/CHANGELOG.md @@ -0,0 +1,30 @@ +# Changelog + +All notable changes to this project will be documented in this file. + +The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) +and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). + +## [v1.0.2](https://github.com/ljharb/call-bind-apply-helpers/compare/v1.0.1...v1.0.2) - 2025-02-12 + +### Commits + +- [types] improve inferred types [`e6f9586`](https://github.com/ljharb/call-bind-apply-helpers/commit/e6f95860a3c72879cb861a858cdfb8138fbedec1) +- [Dev Deps] update `@arethetypeswrong/cli`, `@ljharb/tsconfig`, `@types/tape`, `es-value-fixtures`, `for-each`, `has-strict-mode`, `object-inspect` [`e43d540`](https://github.com/ljharb/call-bind-apply-helpers/commit/e43d5409f97543bfbb11f345d47d8ce4e066d8c1) + +## [v1.0.1](https://github.com/ljharb/call-bind-apply-helpers/compare/v1.0.0...v1.0.1) - 2024-12-08 + +### Commits + +- [types] `reflectApply`: fix types [`4efc396`](https://github.com/ljharb/call-bind-apply-helpers/commit/4efc3965351a4f02cc55e836fa391d3d11ef2ef8) +- [Fix] `reflectApply`: oops, Reflect is not a function [`83cc739`](https://github.com/ljharb/call-bind-apply-helpers/commit/83cc7395de6b79b7730bdf092f1436f0b1263c75) +- [Dev Deps] update `@arethetypeswrong/cli` [`80bd5d3`](https://github.com/ljharb/call-bind-apply-helpers/commit/80bd5d3ae58b4f6b6995ce439dd5a1bcb178a940) + +## v1.0.0 - 2024-12-05 + +### Commits + +- Initial implementation, tests, readme [`7879629`](https://github.com/ljharb/call-bind-apply-helpers/commit/78796290f9b7430c9934d6f33d94ae9bc89fce04) +- Initial commit [`3f1dc16`](https://github.com/ljharb/call-bind-apply-helpers/commit/3f1dc164afc43285631b114a5f9dd9137b2b952f) +- npm init [`081df04`](https://github.com/ljharb/call-bind-apply-helpers/commit/081df048c312fcee400922026f6e97281200a603) +- Only apps should have lockfiles [`5b9ca0f`](https://github.com/ljharb/call-bind-apply-helpers/commit/5b9ca0fe8101ebfaf309c549caac4e0a017ed930) diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/LICENSE new file mode 100644 index 000000000..f82f38963 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 Jordan Harband + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/README.md new file mode 100644 index 000000000..8fc0dae1b --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/README.md @@ -0,0 +1,62 @@ +# call-bind-apply-helpers [![Version Badge][npm-version-svg]][package-url] + +[![github actions][actions-image]][actions-url] +[![coverage][codecov-image]][codecov-url] +[![dependency status][deps-svg]][deps-url] +[![dev dependency status][dev-deps-svg]][dev-deps-url] +[![License][license-image]][license-url] +[![Downloads][downloads-image]][downloads-url] + +[![npm badge][npm-badge-png]][package-url] + +Helper functions around Function call/apply/bind, for use in `call-bind`. + +The only packages that should likely ever use this package directly are `call-bind` and `get-intrinsic`. +Please use `call-bind` unless you have a very good reason not to. + +## Getting started + +```sh +npm install --save call-bind-apply-helpers +``` + +## Usage/Examples + +```js +const assert = require('assert'); +const callBindBasic = require('call-bind-apply-helpers'); + +function f(a, b) { + assert.equal(this, 1); + assert.equal(a, 2); + assert.equal(b, 3); + assert.equal(arguments.length, 2); +} + +const fBound = callBindBasic([f, 1]); + +delete Function.prototype.call; +delete Function.prototype.bind; + +fBound(2, 3); +``` + +## Tests + +Clone the repo, `npm install`, and run `npm test` + +[package-url]: https://npmjs.org/package/call-bind-apply-helpers +[npm-version-svg]: https://versionbadg.es/ljharb/call-bind-apply-helpers.svg +[deps-svg]: https://david-dm.org/ljharb/call-bind-apply-helpers.svg +[deps-url]: https://david-dm.org/ljharb/call-bind-apply-helpers +[dev-deps-svg]: https://david-dm.org/ljharb/call-bind-apply-helpers/dev-status.svg +[dev-deps-url]: https://david-dm.org/ljharb/call-bind-apply-helpers#info=devDependencies +[npm-badge-png]: https://nodei.co/npm/call-bind-apply-helpers.png?downloads=true&stars=true +[license-image]: https://img.shields.io/npm/l/call-bind-apply-helpers.svg +[license-url]: LICENSE +[downloads-image]: https://img.shields.io/npm/dm/call-bind-apply-helpers.svg +[downloads-url]: https://npm-stat.com/charts.html?package=call-bind-apply-helpers +[codecov-image]: https://codecov.io/gh/ljharb/call-bind-apply-helpers/branch/main/graphs/badge.svg +[codecov-url]: https://app.codecov.io/gh/ljharb/call-bind-apply-helpers/ +[actions-image]: https://img.shields.io/endpoint?url=https://github-actions-badge-u3jn4tfpocch.runkit.sh/ljharb/call-bind-apply-helpers +[actions-url]: https://github.com/ljharb/call-bind-apply-helpers/actions diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/actualApply.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/actualApply.d.ts new file mode 100644 index 000000000..b87286a21 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/actualApply.d.ts @@ -0,0 +1 @@ +export = Reflect.apply; \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/actualApply.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/actualApply.js new file mode 100644 index 000000000..ffa51355d --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/actualApply.js @@ -0,0 +1,10 @@ +'use strict'; + +var bind = require('function-bind'); + +var $apply = require('./functionApply'); +var $call = require('./functionCall'); +var $reflectApply = require('./reflectApply'); + +/** @type {import('./actualApply')} */ +module.exports = $reflectApply || bind.call($call, $apply); diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/applyBind.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/applyBind.d.ts new file mode 100644 index 000000000..d176c1ab3 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/applyBind.d.ts @@ -0,0 +1,19 @@ +import actualApply from './actualApply'; + +type TupleSplitHead = T['length'] extends N + ? T + : T extends [...infer R, any] + ? TupleSplitHead + : never + +type TupleSplitTail = O['length'] extends N + ? T + : T extends [infer F, ...infer R] + ? TupleSplitTail<[...R], N, [...O, F]> + : never + +type TupleSplit = [TupleSplitHead, TupleSplitTail] + +declare function applyBind(...args: TupleSplit, 2>[1]): ReturnType; + +export = applyBind; \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/applyBind.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/applyBind.js new file mode 100644 index 000000000..d2b772314 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/applyBind.js @@ -0,0 +1,10 @@ +'use strict'; + +var bind = require('function-bind'); +var $apply = require('./functionApply'); +var actualApply = require('./actualApply'); + +/** @type {import('./applyBind')} */ +module.exports = function applyBind() { + return actualApply(bind, $apply, arguments); +}; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionApply.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionApply.d.ts new file mode 100644 index 000000000..1f6e11b3d --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionApply.d.ts @@ -0,0 +1 @@ +export = Function.prototype.apply; \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionApply.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionApply.js new file mode 100644 index 000000000..c71df9c2b --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionApply.js @@ -0,0 +1,4 @@ +'use strict'; + +/** @type {import('./functionApply')} */ +module.exports = Function.prototype.apply; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionCall.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionCall.d.ts new file mode 100644 index 000000000..15e93df35 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionCall.d.ts @@ -0,0 +1 @@ +export = Function.prototype.call; \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionCall.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionCall.js new file mode 100644 index 000000000..7a8d87357 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/functionCall.js @@ -0,0 +1,4 @@ +'use strict'; + +/** @type {import('./functionCall')} */ +module.exports = Function.prototype.call; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/index.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/index.d.ts new file mode 100644 index 000000000..541516bd0 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/index.d.ts @@ -0,0 +1,64 @@ +type RemoveFromTuple< + Tuple extends readonly unknown[], + RemoveCount extends number, + Index extends 1[] = [] +> = Index["length"] extends RemoveCount + ? Tuple + : Tuple extends [infer First, ...infer Rest] + ? RemoveFromTuple + : Tuple; + +type ConcatTuples< + Prefix extends readonly unknown[], + Suffix extends readonly unknown[] +> = [...Prefix, ...Suffix]; + +type ExtractFunctionParams = T extends (this: infer TThis, ...args: infer P extends readonly unknown[]) => infer R + ? { thisArg: TThis; params: P; returnType: R } + : never; + +type BindFunction< + T extends (this: any, ...args: any[]) => any, + TThis, + TBoundArgs extends readonly unknown[], + ReceiverBound extends boolean +> = ExtractFunctionParams extends { + thisArg: infer OrigThis; + params: infer P extends readonly unknown[]; + returnType: infer R; +} + ? ReceiverBound extends true + ? (...args: RemoveFromTuple>) => R extends [OrigThis, ...infer Rest] + ? [TThis, ...Rest] // Replace `this` with `thisArg` + : R + : >>( + thisArg: U, + ...args: RemainingArgs + ) => R extends [OrigThis, ...infer Rest] + ? [U, ...ConcatTuples] // Preserve bound args in return type + : R + : never; + +declare function callBind< + const T extends (this: any, ...args: any[]) => any, + Extracted extends ExtractFunctionParams, + const TBoundArgs extends Partial & readonly unknown[], + const TThis extends Extracted["thisArg"] +>( + args: [fn: T, thisArg: TThis, ...boundArgs: TBoundArgs] +): BindFunction; + +declare function callBind< + const T extends (this: any, ...args: any[]) => any, + Extracted extends ExtractFunctionParams, + const TBoundArgs extends Partial & readonly unknown[] +>( + args: [fn: T, ...boundArgs: TBoundArgs] +): BindFunction; + +declare function callBind( + args: [fn: Exclude, ...rest: TArgs] +): never; + +// export as namespace callBind; +export = callBind; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/index.js new file mode 100644 index 000000000..2f6dab4c1 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/index.js @@ -0,0 +1,15 @@ +'use strict'; + +var bind = require('function-bind'); +var $TypeError = require('es-errors/type'); + +var $call = require('./functionCall'); +var $actualApply = require('./actualApply'); + +/** @type {(args: [Function, thisArg?: unknown, ...args: unknown[]]) => Function} TODO FIXME, find a way to use import('.') */ +module.exports = function callBindBasic(args) { + if (args.length < 1 || typeof args[0] !== 'function') { + throw new $TypeError('a function is required'); + } + return $actualApply(bind, $call, args); +}; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/package.json new file mode 100644 index 000000000..923b8be2f --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/package.json @@ -0,0 +1,85 @@ +{ + "name": "call-bind-apply-helpers", + "version": "1.0.2", + "description": "Helper functions around Function call/apply/bind, for use in `call-bind`", + "main": "index.js", + "exports": { + ".": "./index.js", + "./actualApply": "./actualApply.js", + "./applyBind": "./applyBind.js", + "./functionApply": "./functionApply.js", + "./functionCall": "./functionCall.js", + "./reflectApply": "./reflectApply.js", + "./package.json": "./package.json" + }, + "scripts": { + "prepack": "npmignore --auto --commentLines=auto", + "prepublish": "not-in-publish || npm run prepublishOnly", + "prepublishOnly": "safe-publish-latest", + "prelint": "evalmd README.md", + "lint": "eslint --ext=.js,.mjs .", + "postlint": "tsc -p . && attw -P", + "pretest": "npm run lint", + "tests-only": "nyc tape 'test/**/*.js'", + "test": "npm run tests-only", + "posttest": "npx npm@'>=10.2' audit --production", + "version": "auto-changelog && git add CHANGELOG.md", + "postversion": "auto-changelog && git add CHANGELOG.md && git commit --no-edit --amend && git tag -f \"v$(node -e \"console.log(require('./package.json').version)\")\"" + }, + "repository": { + "type": "git", + "url": "git+https://github.com/ljharb/call-bind-apply-helpers.git" + }, + "author": "Jordan Harband ", + "license": "MIT", + "bugs": { + "url": "https://github.com/ljharb/call-bind-apply-helpers/issues" + }, + "homepage": "https://github.com/ljharb/call-bind-apply-helpers#readme", + "dependencies": { + "es-errors": "^1.3.0", + "function-bind": "^1.1.2" + }, + "devDependencies": { + "@arethetypeswrong/cli": "^0.17.3", + "@ljharb/eslint-config": "^21.1.1", + "@ljharb/tsconfig": "^0.2.3", + "@types/for-each": "^0.3.3", + "@types/function-bind": "^1.1.10", + "@types/object-inspect": "^1.13.0", + "@types/tape": "^5.8.1", + "auto-changelog": "^2.5.0", + "encoding": "^0.1.13", + "es-value-fixtures": "^1.7.1", + "eslint": "=8.8.0", + "evalmd": "^0.0.19", + "for-each": "^0.3.5", + "has-strict-mode": "^1.1.0", + "in-publish": "^2.0.1", + "npmignore": "^0.3.1", + "nyc": "^10.3.2", + "object-inspect": "^1.13.4", + "safe-publish-latest": "^2.0.0", + "tape": "^5.9.0", + "typescript": "next" + }, + "testling": { + "files": "test/index.js" + }, + "auto-changelog": { + "output": "CHANGELOG.md", + "template": "keepachangelog", + "unreleased": false, + "commitLimit": false, + "backfillLimit": false, + "hideCredit": true + }, + "publishConfig": { + "ignore": [ + ".github/workflows" + ] + }, + "engines": { + "node": ">= 0.4" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/reflectApply.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/reflectApply.d.ts new file mode 100644 index 000000000..6b2ae764c --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/reflectApply.d.ts @@ -0,0 +1,3 @@ +declare const reflectApply: false | typeof Reflect.apply; + +export = reflectApply; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/reflectApply.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/reflectApply.js new file mode 100644 index 000000000..3d03caa69 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/reflectApply.js @@ -0,0 +1,4 @@ +'use strict'; + +/** @type {import('./reflectApply')} */ +module.exports = typeof Reflect !== 'undefined' && Reflect && Reflect.apply; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/test/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/test/index.js new file mode 100644 index 000000000..1cdc89ed4 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/test/index.js @@ -0,0 +1,63 @@ +'use strict'; + +var callBind = require('../'); +var hasStrictMode = require('has-strict-mode')(); +var forEach = require('for-each'); +var inspect = require('object-inspect'); +var v = require('es-value-fixtures'); + +var test = require('tape'); + +test('callBindBasic', function (t) { + forEach(v.nonFunctions, function (nonFunction) { + t['throws']( + // @ts-expect-error + function () { callBind([nonFunction]); }, + TypeError, + inspect(nonFunction) + ' is not a function' + ); + }); + + var sentinel = { sentinel: true }; + /** @type {(this: T, a: A, b: B) => [T | undefined, A, B]} */ + var func = function (a, b) { + // eslint-disable-next-line no-invalid-this + return [!hasStrictMode && this === global ? undefined : this, a, b]; + }; + t.equal(func.length, 2, 'original function length is 2'); + + /** type {(thisArg: unknown, a: number, b: number) => [unknown, number, number]} */ + var bound = callBind([func]); + /** type {((a: number, b: number) => [typeof sentinel, typeof a, typeof b])} */ + var boundR = callBind([func, sentinel]); + /** type {((b: number) => [typeof sentinel, number, typeof b])} */ + var boundArg = callBind([func, sentinel, /** @type {const} */ (1)]); + + // @ts-expect-error + t.deepEqual(bound(), [undefined, undefined, undefined], 'bound func with no args'); + + // @ts-expect-error + t.deepEqual(func(), [undefined, undefined, undefined], 'unbound func with too few args'); + // @ts-expect-error + t.deepEqual(bound(1, 2), [hasStrictMode ? 1 : Object(1), 2, undefined], 'bound func too few args'); + // @ts-expect-error + t.deepEqual(boundR(), [sentinel, undefined, undefined], 'bound func with receiver, with too few args'); + // @ts-expect-error + t.deepEqual(boundArg(), [sentinel, 1, undefined], 'bound func with receiver and arg, with too few args'); + + t.deepEqual(func(1, 2), [undefined, 1, 2], 'unbound func with right args'); + t.deepEqual(bound(1, 2, 3), [hasStrictMode ? 1 : Object(1), 2, 3], 'bound func with right args'); + t.deepEqual(boundR(1, 2), [sentinel, 1, 2], 'bound func with receiver, with right args'); + t.deepEqual(boundArg(2), [sentinel, 1, 2], 'bound func with receiver and arg, with right arg'); + + // @ts-expect-error + t.deepEqual(func(1, 2, 3), [undefined, 1, 2], 'unbound func with too many args'); + // @ts-expect-error + t.deepEqual(bound(1, 2, 3, 4), [hasStrictMode ? 1 : Object(1), 2, 3], 'bound func with too many args'); + // @ts-expect-error + t.deepEqual(boundR(1, 2, 3), [sentinel, 1, 2], 'bound func with receiver, with too many args'); + // @ts-expect-error + t.deepEqual(boundArg(2, 3), [sentinel, 1, 2], 'bound func with receiver and arg, with too many args'); + + t.end(); +}); diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/tsconfig.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/tsconfig.json new file mode 100644 index 000000000..aef999308 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bind-apply-helpers/tsconfig.json @@ -0,0 +1,9 @@ +{ + "extends": "@ljharb/tsconfig", + "compilerOptions": { + "target": "es2021", + }, + "exclude": [ + "coverage", + ], +} \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.eslintrc b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.eslintrc new file mode 100644 index 000000000..2612ed8fe --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.eslintrc @@ -0,0 +1,13 @@ +{ + "root": true, + + "extends": "@ljharb", + + "rules": { + "new-cap": [2, { + "capIsNewExceptions": [ + "GetIntrinsic", + ], + }], + }, +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.github/FUNDING.yml b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.github/FUNDING.yml new file mode 100644 index 000000000..2a2a13571 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.github/FUNDING.yml @@ -0,0 +1,12 @@ +# These are supported funding model platforms + +github: [ljharb] +patreon: # Replace with a single Patreon username +open_collective: # Replace with a single Open Collective username +ko_fi: # Replace with a single Ko-fi username +tidelift: npm/call-bound +community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry +liberapay: # Replace with a single Liberapay username +issuehunt: # Replace with a single IssueHunt username +otechie: # Replace with a single Otechie username +custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2'] diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.nycrc b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.nycrc new file mode 100644 index 000000000..bdd626ce9 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/.nycrc @@ -0,0 +1,9 @@ +{ + "all": true, + "check-coverage": false, + "reporter": ["text-summary", "text", "html", "json"], + "exclude": [ + "coverage", + "test" + ] +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/CHANGELOG.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/CHANGELOG.md new file mode 100644 index 000000000..8bde4e9a5 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/CHANGELOG.md @@ -0,0 +1,42 @@ +# Changelog + +All notable changes to this project will be documented in this file. + +The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) +and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). + +## [v1.0.4](https://github.com/ljharb/call-bound/compare/v1.0.3...v1.0.4) - 2025-03-03 + +### Commits + +- [types] improve types [`e648922`](https://github.com/ljharb/call-bound/commit/e6489222a9e54f350fbf952ceabe51fd8b6027ff) +- [Dev Deps] update `@arethetypeswrong/cli`, `@ljharb/tsconfig`, `@types/tape`, `es-value-fixtures`, `for-each`, `has-strict-mode`, `object-inspect` [`a42a5eb`](https://github.com/ljharb/call-bound/commit/a42a5ebe6c1b54fcdc7997c7dc64fdca9e936719) +- [Deps] update `call-bind-apply-helpers`, `get-intrinsic` [`f529eac`](https://github.com/ljharb/call-bound/commit/f529eac132404c17156bbc23ab2297a25d0f20b8) + +## [v1.0.3](https://github.com/ljharb/call-bound/compare/v1.0.2...v1.0.3) - 2024-12-15 + +### Commits + +- [Refactor] use `call-bind-apply-helpers` instead of `call-bind` [`5e0b134`](https://github.com/ljharb/call-bound/commit/5e0b13496df14fb7d05dae9412f088da8d3f75be) +- [Deps] update `get-intrinsic` [`41fc967`](https://github.com/ljharb/call-bound/commit/41fc96732a22c7b7e8f381f93ccc54bb6293be2e) +- [readme] fix example [`79a0137`](https://github.com/ljharb/call-bound/commit/79a0137723f7c6d09c9c05452bbf8d5efb5d6e49) +- [meta] add `sideEffects` flag [`08b07be`](https://github.com/ljharb/call-bound/commit/08b07be7f1c03f67dc6f3cdaf0906259771859f7) + +## [v1.0.2](https://github.com/ljharb/call-bound/compare/v1.0.1...v1.0.2) - 2024-12-10 + +### Commits + +- [Dev Deps] update `@arethetypeswrong/cli`, `@ljharb/tsconfig`, `gopd` [`e6a5ffe`](https://github.com/ljharb/call-bound/commit/e6a5ffe849368fe4f74dfd6cdeca1b9baa39e8d5) +- [Deps] update `call-bind`, `get-intrinsic` [`2aeb5b5`](https://github.com/ljharb/call-bound/commit/2aeb5b521dc2b2683d1345c753ea1161de2d1c14) +- [types] improve return type [`1a0c9fe`](https://github.com/ljharb/call-bound/commit/1a0c9fe3114471e7ca1f57d104e2efe713bb4871) + +## v1.0.1 - 2024-12-05 + +### Commits + +- Initial implementation, tests, readme, types [`6d94121`](https://github.com/ljharb/call-bound/commit/6d94121a9243602e506334069f7a03189fe3363d) +- Initial commit [`0eae867`](https://github.com/ljharb/call-bound/commit/0eae867334ea025c33e6e91cdecfc9df96680cf9) +- npm init [`71b2479`](https://github.com/ljharb/call-bound/commit/71b2479c6723e0b7d91a6b663613067e98b7b275) +- Only apps should have lockfiles [`c3754a9`](https://github.com/ljharb/call-bound/commit/c3754a949b7f9132b47e2d18c1729889736741eb) +- [actions] skip `npm ls` in node < 10 [`74275a5`](https://github.com/ljharb/call-bound/commit/74275a5186b8caf6309b6b97472bdcb0df4683a8) +- [Dev Deps] add missing peer dep [`1354de8`](https://github.com/ljharb/call-bound/commit/1354de8679413e4ae9c523d85f76fa7a5e032d97) diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/LICENSE new file mode 100644 index 000000000..f82f38963 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 Jordan Harband + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/README.md new file mode 100644 index 000000000..a44e43e56 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/README.md @@ -0,0 +1,53 @@ +# call-bound [![Version Badge][npm-version-svg]][package-url] + +[![github actions][actions-image]][actions-url] +[![coverage][codecov-image]][codecov-url] +[![dependency status][deps-svg]][deps-url] +[![dev dependency status][dev-deps-svg]][dev-deps-url] +[![License][license-image]][license-url] +[![Downloads][downloads-image]][downloads-url] + +[![npm badge][npm-badge-png]][package-url] + +Robust call-bound JavaScript intrinsics, using `call-bind` and `get-intrinsic`. + +## Getting started + +```sh +npm install --save call-bound +``` + +## Usage/Examples + +```js +const assert = require('assert'); +const callBound = require('call-bound'); + +const slice = callBound('Array.prototype.slice'); + +delete Function.prototype.call; +delete Function.prototype.bind; +delete Array.prototype.slice; + +assert.deepEqual(slice([1, 2, 3, 4], 1, -1), [2, 3]); +``` + +## Tests + +Clone the repo, `npm install`, and run `npm test` + +[package-url]: https://npmjs.org/package/call-bound +[npm-version-svg]: https://versionbadg.es/ljharb/call-bound.svg +[deps-svg]: https://david-dm.org/ljharb/call-bound.svg +[deps-url]: https://david-dm.org/ljharb/call-bound +[dev-deps-svg]: https://david-dm.org/ljharb/call-bound/dev-status.svg +[dev-deps-url]: https://david-dm.org/ljharb/call-bound#info=devDependencies +[npm-badge-png]: https://nodei.co/npm/call-bound.png?downloads=true&stars=true +[license-image]: https://img.shields.io/npm/l/call-bound.svg +[license-url]: LICENSE +[downloads-image]: https://img.shields.io/npm/dm/call-bound.svg +[downloads-url]: https://npm-stat.com/charts.html?package=call-bound +[codecov-image]: https://codecov.io/gh/ljharb/call-bound/branch/main/graphs/badge.svg +[codecov-url]: https://app.codecov.io/gh/ljharb/call-bound/ +[actions-image]: https://img.shields.io/endpoint?url=https://github-actions-badge-u3jn4tfpocch.runkit.sh/ljharb/call-bound +[actions-url]: https://github.com/ljharb/call-bound/actions diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/index.d.ts b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/index.d.ts new file mode 100644 index 000000000..5562f00ed --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/index.d.ts @@ -0,0 +1,94 @@ +type Intrinsic = typeof globalThis; + +type IntrinsicName = keyof Intrinsic | `%${keyof Intrinsic}%`; + +type IntrinsicPath = IntrinsicName | `${StripPercents}.${string}` | `%${StripPercents}.${string}%`; + +type AllowMissing = boolean; + +type StripPercents = T extends `%${infer U}%` ? U : T; + +type BindMethodPrecise = + F extends (this: infer This, ...args: infer Args) => infer R + ? (obj: This, ...args: Args) => R + : F extends { + (this: infer This1, ...args: infer Args1): infer R1; + (this: infer This2, ...args: infer Args2): infer R2 + } + ? { + (obj: This1, ...args: Args1): R1; + (obj: This2, ...args: Args2): R2 + } + : never + +// Extract method type from a prototype +type GetPrototypeMethod = + (typeof globalThis)[T] extends { prototype: any } + ? M extends keyof (typeof globalThis)[T]['prototype'] + ? (typeof globalThis)[T]['prototype'][M] + : never + : never + +// Get static property/method +type GetStaticMember = + P extends keyof (typeof globalThis)[T] ? (typeof globalThis)[T][P] : never + +// Type that maps string path to actual bound function or value with better precision +type BoundIntrinsic = + S extends `${infer Obj}.prototype.${infer Method}` + ? Obj extends keyof typeof globalThis + ? BindMethodPrecise> + : unknown + : S extends `${infer Obj}.${infer Prop}` + ? Obj extends keyof typeof globalThis + ? GetStaticMember + : unknown + : unknown + +declare function arraySlice(array: readonly T[], start?: number, end?: number): T[]; +declare function arraySlice(array: ArrayLike, start?: number, end?: number): T[]; +declare function arraySlice(array: IArguments, start?: number, end?: number): T[]; + +// Special cases for methods that need explicit typing +interface SpecialCases { + '%Object.prototype.isPrototypeOf%': (thisArg: {}, obj: unknown) => boolean; + '%String.prototype.replace%': { + (str: string, searchValue: string | RegExp, replaceValue: string): string; + (str: string, searchValue: string | RegExp, replacer: (substring: string, ...args: any[]) => string): string + }; + '%Object.prototype.toString%': (obj: {}) => string; + '%Object.prototype.hasOwnProperty%': (obj: {}, v: PropertyKey) => boolean; + '%Array.prototype.slice%': typeof arraySlice; + '%Array.prototype.map%': (array: readonly T[], callbackfn: (value: T, index: number, array: readonly T[]) => U, thisArg?: any) => U[]; + '%Array.prototype.filter%': (array: readonly T[], predicate: (value: T, index: number, array: readonly T[]) => unknown, thisArg?: any) => T[]; + '%Array.prototype.indexOf%': (array: readonly T[], searchElement: T, fromIndex?: number) => number; + '%Function.prototype.apply%': (fn: (...args: A) => R, thisArg: any, args: A) => R; + '%Function.prototype.call%': (fn: (...args: A) => R, thisArg: any, ...args: A) => R; + '%Function.prototype.bind%': (fn: (...args: A) => R, thisArg: any, ...args: A) => (...remainingArgs: A) => R; + '%Promise.prototype.then%': { + (promise: Promise, onfulfilled: (value: T) => R | PromiseLike): Promise; + (promise: Promise, onfulfilled: ((value: T) => R | PromiseLike) | undefined | null, onrejected: (reason: any) => R | PromiseLike): Promise; + }; + '%RegExp.prototype.test%': (regexp: RegExp, str: string) => boolean; + '%RegExp.prototype.exec%': (regexp: RegExp, str: string) => RegExpExecArray | null; + '%Error.prototype.toString%': (error: Error) => string; + '%TypeError.prototype.toString%': (error: TypeError) => string; + '%String.prototype.split%': ( + obj: unknown, + splitter: string | RegExp | { + [Symbol.split](string: string, limit?: number): string[]; + }, + limit?: number | undefined + ) => string[]; +} + +/** + * Returns a bound function for a prototype method, or a value for a static property. + * + * @param name - The name of the intrinsic (e.g. 'Array.prototype.slice') + * @param {AllowMissing} [allowMissing] - Whether to allow missing intrinsics (default: false) + */ +declare function callBound, S extends IntrinsicPath>(name: K, allowMissing?: AllowMissing): SpecialCases[`%${StripPercents}%`]; +declare function callBound, S extends IntrinsicPath>(name: S, allowMissing?: AllowMissing): BoundIntrinsic; + +export = callBound; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/index.js new file mode 100644 index 000000000..e9ade749d --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/index.js @@ -0,0 +1,19 @@ +'use strict'; + +var GetIntrinsic = require('get-intrinsic'); + +var callBindBasic = require('call-bind-apply-helpers'); + +/** @type {(thisArg: string, searchString: string, position?: number) => number} */ +var $indexOf = callBindBasic([GetIntrinsic('%String.prototype.indexOf%')]); + +/** @type {import('.')} */ +module.exports = function callBoundIntrinsic(name, allowMissing) { + /* eslint no-extra-parens: 0 */ + + var intrinsic = /** @type {(this: unknown, ...args: unknown[]) => unknown} */ (GetIntrinsic(name, !!allowMissing)); + if (typeof intrinsic === 'function' && $indexOf(name, '.prototype.') > -1) { + return callBindBasic(/** @type {const} */ ([intrinsic])); + } + return intrinsic; +}; diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/package.json new file mode 100644 index 000000000..d542db430 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/package.json @@ -0,0 +1,99 @@ +{ + "name": "call-bound", + "version": "1.0.4", + "description": "Robust call-bound JavaScript intrinsics, using `call-bind` and `get-intrinsic`.", + "main": "index.js", + "exports": { + ".": "./index.js", + "./package.json": "./package.json" + }, + "sideEffects": false, + "scripts": { + "prepack": "npmignore --auto --commentLines=auto", + "prepublish": "not-in-publish || npm run prepublishOnly", + "prepublishOnly": "safe-publish-latest", + "prelint": "evalmd README.md", + "lint": "eslint --ext=.js,.mjs .", + "postlint": "tsc -p . && attw -P", + "pretest": "npm run lint", + "tests-only": "nyc tape 'test/**/*.js'", + "test": "npm run tests-only", + "posttest": "npx npm@'>=10.2' audit --production", + "version": "auto-changelog && git add CHANGELOG.md", + "postversion": "auto-changelog && git add CHANGELOG.md && git commit --no-edit --amend && git tag -f \"v$(node -e \"console.log(require('./package.json').version)\")\"" + }, + "repository": { + "type": "git", + "url": "git+https://github.com/ljharb/call-bound.git" + }, + "keywords": [ + "javascript", + "ecmascript", + "es", + "js", + "callbind", + "callbound", + "call", + "bind", + "bound", + "call-bind", + "call-bound", + "function", + "es-abstract" + ], + "author": "Jordan Harband ", + "funding": { + "url": "https://github.com/sponsors/ljharb" + }, + "license": "MIT", + "bugs": { + "url": "https://github.com/ljharb/call-bound/issues" + }, + "homepage": "https://github.com/ljharb/call-bound#readme", + "dependencies": { + "call-bind-apply-helpers": "^1.0.2", + "get-intrinsic": "^1.3.0" + }, + "devDependencies": { + "@arethetypeswrong/cli": "^0.17.4", + "@ljharb/eslint-config": "^21.1.1", + "@ljharb/tsconfig": "^0.3.0", + "@types/call-bind": "^1.0.5", + "@types/get-intrinsic": "^1.2.3", + "@types/tape": "^5.8.1", + "auto-changelog": "^2.5.0", + "encoding": "^0.1.13", + "es-value-fixtures": "^1.7.1", + "eslint": "=8.8.0", + "evalmd": "^0.0.19", + "for-each": "^0.3.5", + "gopd": "^1.2.0", + "has-strict-mode": "^1.1.0", + "in-publish": "^2.0.1", + "npmignore": "^0.3.1", + "nyc": "^10.3.2", + "object-inspect": "^1.13.4", + "safe-publish-latest": "^2.0.0", + "tape": "^5.9.0", + "typescript": "next" + }, + "testling": { + "files": "test/index.js" + }, + "auto-changelog": { + "output": "CHANGELOG.md", + "template": "keepachangelog", + "unreleased": false, + "commitLimit": false, + "backfillLimit": false, + "hideCredit": true + }, + "publishConfig": { + "ignore": [ + ".github/workflows" + ] + }, + "engines": { + "node": ">= 0.4" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/test/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/test/index.js new file mode 100644 index 000000000..a2fc9f0f2 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/test/index.js @@ -0,0 +1,61 @@ +'use strict'; + +var test = require('tape'); + +var callBound = require('../'); + +/** @template {true} T @template U @typedef {T extends U ? T : never} AssertType */ + +test('callBound', function (t) { + // static primitive + t.equal(callBound('Array.length'), Array.length, 'Array.length yields itself'); + t.equal(callBound('%Array.length%'), Array.length, '%Array.length% yields itself'); + + // static non-function object + t.equal(callBound('Array.prototype'), Array.prototype, 'Array.prototype yields itself'); + t.equal(callBound('%Array.prototype%'), Array.prototype, '%Array.prototype% yields itself'); + t.equal(callBound('Array.constructor'), Array.constructor, 'Array.constructor yields itself'); + t.equal(callBound('%Array.constructor%'), Array.constructor, '%Array.constructor% yields itself'); + + // static function + t.equal(callBound('Date.parse'), Date.parse, 'Date.parse yields itself'); + t.equal(callBound('%Date.parse%'), Date.parse, '%Date.parse% yields itself'); + + // prototype primitive + t.equal(callBound('Error.prototype.message'), Error.prototype.message, 'Error.prototype.message yields itself'); + t.equal(callBound('%Error.prototype.message%'), Error.prototype.message, '%Error.prototype.message% yields itself'); + + var x = callBound('Object.prototype.toString'); + var y = callBound('%Object.prototype.toString%'); + + // prototype function + t.notEqual(x, Object.prototype.toString, 'Object.prototype.toString does not yield itself'); + t.notEqual(y, Object.prototype.toString, '%Object.prototype.toString% does not yield itself'); + t.equal(x(true), Object.prototype.toString.call(true), 'call-bound Object.prototype.toString calls into the original'); + t.equal(y(true), Object.prototype.toString.call(true), 'call-bound %Object.prototype.toString% calls into the original'); + + t['throws']( + // @ts-expect-error + function () { callBound('does not exist'); }, + SyntaxError, + 'nonexistent intrinsic throws' + ); + t['throws']( + // @ts-expect-error + function () { callBound('does not exist', true); }, + SyntaxError, + 'allowMissing arg still throws for unknown intrinsic' + ); + + t.test('real but absent intrinsic', { skip: typeof WeakRef !== 'undefined' }, function (st) { + st['throws']( + function () { callBound('WeakRef'); }, + TypeError, + 'real but absent intrinsic throws' + ); + st.equal(callBound('WeakRef', true), undefined, 'allowMissing arg avoids exception'); + st.end(); + }); + + t.end(); +}); diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/tsconfig.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/tsconfig.json new file mode 100644 index 000000000..8976d98b8 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/call-bound/tsconfig.json @@ -0,0 +1,10 @@ +{ + "extends": "@ljharb/tsconfig", + "compilerOptions": { + "target": "ESNext", + "lib": ["es2024"], + }, + "exclude": [ + "coverage", + ], +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/HISTORY.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/HISTORY.md new file mode 100644 index 000000000..488effa0c --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/HISTORY.md @@ -0,0 +1,60 @@ +0.5.4 / 2021-12-10 +================== + + * deps: safe-buffer@5.2.1 + +0.5.3 / 2018-12-17 +================== + + * Use `safe-buffer` for improved Buffer API + +0.5.2 / 2016-12-08 +================== + + * Fix `parse` to accept any linear whitespace character + +0.5.1 / 2016-01-17 +================== + + * perf: enable strict mode + +0.5.0 / 2014-10-11 +================== + + * Add `parse` function + +0.4.0 / 2014-09-21 +================== + + * Expand non-Unicode `filename` to the full ISO-8859-1 charset + +0.3.0 / 2014-09-20 +================== + + * Add `fallback` option + * Add `type` option + +0.2.0 / 2014-09-19 +================== + + * Reduce ambiguity of file names with hex escape in buggy browsers + +0.1.2 / 2014-09-19 +================== + + * Fix periodic invalid Unicode filename header + +0.1.1 / 2014-09-19 +================== + + * Fix invalid characters appearing in `filename*` parameter + +0.1.0 / 2014-09-18 +================== + + * Make the `filename` argument optional + +0.0.0 / 2014-09-18 +================== + + * Initial release diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/LICENSE new file mode 100644 index 000000000..84441fbb5 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/LICENSE @@ -0,0 +1,22 @@ +(The MIT License) + +Copyright (c) 2014-2017 Douglas Christopher Wilson + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/README.md new file mode 100644 index 000000000..3a0bb0559 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/README.md @@ -0,0 +1,142 @@ +# content-disposition + +[![NPM Version][npm-image]][npm-url] +[![NPM Downloads][downloads-image]][downloads-url] +[![Node.js Version][node-version-image]][node-version-url] +[![Build Status][github-actions-ci-image]][github-actions-ci-url] +[![Test Coverage][coveralls-image]][coveralls-url] + +Create and parse HTTP `Content-Disposition` header + +## Installation + +```sh +$ npm install content-disposition +``` + +## API + +```js +var contentDisposition = require('content-disposition') +``` + +### contentDisposition(filename, options) + +Create an attachment `Content-Disposition` header value using the given file name, +if supplied. The `filename` is optional and if no file name is desired, but you +want to specify `options`, set `filename` to `undefined`. + +```js +res.setHeader('Content-Disposition', contentDisposition('∫ maths.pdf')) +``` + +**note** HTTP headers are of the ISO-8859-1 character set. If you are writing this +header through a means different from `setHeader` in Node.js, you'll want to specify +the `'binary'` encoding in Node.js. + +#### Options + +`contentDisposition` accepts these properties in the options object. + +##### fallback + +If the `filename` option is outside ISO-8859-1, then the file name is actually +stored in a supplemental field for clients that support Unicode file names and +a ISO-8859-1 version of the file name is automatically generated. + +This specifies the ISO-8859-1 file name to override the automatic generation or +disables the generation all together, defaults to `true`. + + - A string will specify the ISO-8859-1 file name to use in place of automatic + generation. + - `false` will disable including a ISO-8859-1 file name and only include the + Unicode version (unless the file name is already ISO-8859-1). + - `true` will enable automatic generation if the file name is outside ISO-8859-1. + +If the `filename` option is ISO-8859-1 and this option is specified and has a +different value, then the `filename` option is encoded in the extended field +and this set as the fallback field, even though they are both ISO-8859-1. + +##### type + +Specifies the disposition type, defaults to `"attachment"`. This can also be +`"inline"`, or any other value (all values except inline are treated like +`attachment`, but can convey additional information if both parties agree to +it). The type is normalized to lower-case. + +### contentDisposition.parse(string) + +```js +var disposition = contentDisposition.parse('attachment; filename="EURO rates.txt"; filename*=UTF-8\'\'%e2%82%ac%20rates.txt') +``` + +Parse a `Content-Disposition` header string. This automatically handles extended +("Unicode") parameters by decoding them and providing them under the standard +parameter name. This will return an object with the following properties (examples +are shown for the string `'attachment; filename="EURO rates.txt"; filename*=UTF-8\'\'%e2%82%ac%20rates.txt'`): + + - `type`: The disposition type (always lower case). Example: `'attachment'` + + - `parameters`: An object of the parameters in the disposition (name of parameter + always lower case and extended versions replace non-extended versions). Example: + `{filename: "€ rates.txt"}` + +## Examples + +### Send a file for download + +```js +var contentDisposition = require('content-disposition') +var destroy = require('destroy') +var fs = require('fs') +var http = require('http') +var onFinished = require('on-finished') + +var filePath = '/path/to/public/plans.pdf' + +http.createServer(function onRequest (req, res) { + // set headers + res.setHeader('Content-Type', 'application/pdf') + res.setHeader('Content-Disposition', contentDisposition(filePath)) + + // send file + var stream = fs.createReadStream(filePath) + stream.pipe(res) + onFinished(res, function () { + destroy(stream) + }) +}) +``` + +## Testing + +```sh +$ npm test +``` + +## References + +- [RFC 2616: Hypertext Transfer Protocol -- HTTP/1.1][rfc-2616] +- [RFC 5987: Character Set and Language Encoding for Hypertext Transfer Protocol (HTTP) Header Field Parameters][rfc-5987] +- [RFC 6266: Use of the Content-Disposition Header Field in the Hypertext Transfer Protocol (HTTP)][rfc-6266] +- [Test Cases for HTTP Content-Disposition header field (RFC 6266) and the Encodings defined in RFCs 2047, 2231 and 5987][tc-2231] + +[rfc-2616]: https://tools.ietf.org/html/rfc2616 +[rfc-5987]: https://tools.ietf.org/html/rfc5987 +[rfc-6266]: https://tools.ietf.org/html/rfc6266 +[tc-2231]: http://greenbytes.de/tech/tc2231/ + +## License + +[MIT](LICENSE) + +[npm-image]: https://img.shields.io/npm/v/content-disposition.svg +[npm-url]: https://npmjs.org/package/content-disposition +[node-version-image]: https://img.shields.io/node/v/content-disposition.svg +[node-version-url]: https://nodejs.org/en/download +[coveralls-image]: https://img.shields.io/coveralls/jshttp/content-disposition.svg +[coveralls-url]: https://coveralls.io/r/jshttp/content-disposition?branch=master +[downloads-image]: https://img.shields.io/npm/dm/content-disposition.svg +[downloads-url]: https://npmjs.org/package/content-disposition +[github-actions-ci-image]: https://img.shields.io/github/workflow/status/jshttp/content-disposition/ci/master?label=ci +[github-actions-ci-url]: https://github.com/jshttp/content-disposition?query=workflow%3Aci diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/index.js new file mode 100644 index 000000000..ecec899a9 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/index.js @@ -0,0 +1,458 @@ +/*! + * content-disposition + * Copyright(c) 2014-2017 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * Module exports. + * @public + */ + +module.exports = contentDisposition +module.exports.parse = parse + +/** + * Module dependencies. + * @private + */ + +var basename = require('path').basename +var Buffer = require('safe-buffer').Buffer + +/** + * RegExp to match non attr-char, *after* encodeURIComponent (i.e. not including "%") + * @private + */ + +var ENCODE_URL_ATTR_CHAR_REGEXP = /[\x00-\x20"'()*,/:;<=>?@[\\\]{}\x7f]/g // eslint-disable-line no-control-regex + +/** + * RegExp to match percent encoding escape. + * @private + */ + +var HEX_ESCAPE_REGEXP = /%[0-9A-Fa-f]{2}/ +var HEX_ESCAPE_REPLACE_REGEXP = /%([0-9A-Fa-f]{2})/g + +/** + * RegExp to match non-latin1 characters. + * @private + */ + +var NON_LATIN1_REGEXP = /[^\x20-\x7e\xa0-\xff]/g + +/** + * RegExp to match quoted-pair in RFC 2616 + * + * quoted-pair = "\" CHAR + * CHAR = + * @private + */ + +var QESC_REGEXP = /\\([\u0000-\u007f])/g // eslint-disable-line no-control-regex + +/** + * RegExp to match chars that must be quoted-pair in RFC 2616 + * @private + */ + +var QUOTE_REGEXP = /([\\"])/g + +/** + * RegExp for various RFC 2616 grammar + * + * parameter = token "=" ( token | quoted-string ) + * token = 1* + * separators = "(" | ")" | "<" | ">" | "@" + * | "," | ";" | ":" | "\" | <"> + * | "/" | "[" | "]" | "?" | "=" + * | "{" | "}" | SP | HT + * quoted-string = ( <"> *(qdtext | quoted-pair ) <"> ) + * qdtext = > + * quoted-pair = "\" CHAR + * CHAR = + * TEXT = + * LWS = [CRLF] 1*( SP | HT ) + * CRLF = CR LF + * CR = + * LF = + * SP = + * HT = + * CTL = + * OCTET = + * @private + */ + +var PARAM_REGEXP = /;[\x09\x20]*([!#$%&'*+.0-9A-Z^_`a-z|~-]+)[\x09\x20]*=[\x09\x20]*("(?:[\x20!\x23-\x5b\x5d-\x7e\x80-\xff]|\\[\x20-\x7e])*"|[!#$%&'*+.0-9A-Z^_`a-z|~-]+)[\x09\x20]*/g // eslint-disable-line no-control-regex +var TEXT_REGEXP = /^[\x20-\x7e\x80-\xff]+$/ +var TOKEN_REGEXP = /^[!#$%&'*+.0-9A-Z^_`a-z|~-]+$/ + +/** + * RegExp for various RFC 5987 grammar + * + * ext-value = charset "'" [ language ] "'" value-chars + * charset = "UTF-8" / "ISO-8859-1" / mime-charset + * mime-charset = 1*mime-charsetc + * mime-charsetc = ALPHA / DIGIT + * / "!" / "#" / "$" / "%" / "&" + * / "+" / "-" / "^" / "_" / "`" + * / "{" / "}" / "~" + * language = ( 2*3ALPHA [ extlang ] ) + * / 4ALPHA + * / 5*8ALPHA + * extlang = *3( "-" 3ALPHA ) + * value-chars = *( pct-encoded / attr-char ) + * pct-encoded = "%" HEXDIG HEXDIG + * attr-char = ALPHA / DIGIT + * / "!" / "#" / "$" / "&" / "+" / "-" / "." + * / "^" / "_" / "`" / "|" / "~" + * @private + */ + +var EXT_VALUE_REGEXP = /^([A-Za-z0-9!#$%&+\-^_`{}~]+)'(?:[A-Za-z]{2,3}(?:-[A-Za-z]{3}){0,3}|[A-Za-z]{4,8}|)'((?:%[0-9A-Fa-f]{2}|[A-Za-z0-9!#$&+.^_`|~-])+)$/ + +/** + * RegExp for various RFC 6266 grammar + * + * disposition-type = "inline" | "attachment" | disp-ext-type + * disp-ext-type = token + * disposition-parm = filename-parm | disp-ext-parm + * filename-parm = "filename" "=" value + * | "filename*" "=" ext-value + * disp-ext-parm = token "=" value + * | ext-token "=" ext-value + * ext-token = + * @private + */ + +var DISPOSITION_TYPE_REGEXP = /^([!#$%&'*+.0-9A-Z^_`a-z|~-]+)[\x09\x20]*(?:$|;)/ // eslint-disable-line no-control-regex + +/** + * Create an attachment Content-Disposition header. + * + * @param {string} [filename] + * @param {object} [options] + * @param {string} [options.type=attachment] + * @param {string|boolean} [options.fallback=true] + * @return {string} + * @public + */ + +function contentDisposition (filename, options) { + var opts = options || {} + + // get type + var type = opts.type || 'attachment' + + // get parameters + var params = createparams(filename, opts.fallback) + + // format into string + return format(new ContentDisposition(type, params)) +} + +/** + * Create parameters object from filename and fallback. + * + * @param {string} [filename] + * @param {string|boolean} [fallback=true] + * @return {object} + * @private + */ + +function createparams (filename, fallback) { + if (filename === undefined) { + return + } + + var params = {} + + if (typeof filename !== 'string') { + throw new TypeError('filename must be a string') + } + + // fallback defaults to true + if (fallback === undefined) { + fallback = true + } + + if (typeof fallback !== 'string' && typeof fallback !== 'boolean') { + throw new TypeError('fallback must be a string or boolean') + } + + if (typeof fallback === 'string' && NON_LATIN1_REGEXP.test(fallback)) { + throw new TypeError('fallback must be ISO-8859-1 string') + } + + // restrict to file base name + var name = basename(filename) + + // determine if name is suitable for quoted string + var isQuotedString = TEXT_REGEXP.test(name) + + // generate fallback name + var fallbackName = typeof fallback !== 'string' + ? fallback && getlatin1(name) + : basename(fallback) + var hasFallback = typeof fallbackName === 'string' && fallbackName !== name + + // set extended filename parameter + if (hasFallback || !isQuotedString || HEX_ESCAPE_REGEXP.test(name)) { + params['filename*'] = name + } + + // set filename parameter + if (isQuotedString || hasFallback) { + params.filename = hasFallback + ? fallbackName + : name + } + + return params +} + +/** + * Format object to Content-Disposition header. + * + * @param {object} obj + * @param {string} obj.type + * @param {object} [obj.parameters] + * @return {string} + * @private + */ + +function format (obj) { + var parameters = obj.parameters + var type = obj.type + + if (!type || typeof type !== 'string' || !TOKEN_REGEXP.test(type)) { + throw new TypeError('invalid type') + } + + // start with normalized type + var string = String(type).toLowerCase() + + // append parameters + if (parameters && typeof parameters === 'object') { + var param + var params = Object.keys(parameters).sort() + + for (var i = 0; i < params.length; i++) { + param = params[i] + + var val = param.substr(-1) === '*' + ? ustring(parameters[param]) + : qstring(parameters[param]) + + string += '; ' + param + '=' + val + } + } + + return string +} + +/** + * Decode a RFC 5987 field value (gracefully). + * + * @param {string} str + * @return {string} + * @private + */ + +function decodefield (str) { + var match = EXT_VALUE_REGEXP.exec(str) + + if (!match) { + throw new TypeError('invalid extended field value') + } + + var charset = match[1].toLowerCase() + var encoded = match[2] + var value + + // to binary string + var binary = encoded.replace(HEX_ESCAPE_REPLACE_REGEXP, pdecode) + + switch (charset) { + case 'iso-8859-1': + value = getlatin1(binary) + break + case 'utf-8': + value = Buffer.from(binary, 'binary').toString('utf8') + break + default: + throw new TypeError('unsupported charset in extended field') + } + + return value +} + +/** + * Get ISO-8859-1 version of string. + * + * @param {string} val + * @return {string} + * @private + */ + +function getlatin1 (val) { + // simple Unicode -> ISO-8859-1 transformation + return String(val).replace(NON_LATIN1_REGEXP, '?') +} + +/** + * Parse Content-Disposition header string. + * + * @param {string} string + * @return {object} + * @public + */ + +function parse (string) { + if (!string || typeof string !== 'string') { + throw new TypeError('argument string is required') + } + + var match = DISPOSITION_TYPE_REGEXP.exec(string) + + if (!match) { + throw new TypeError('invalid type format') + } + + // normalize type + var index = match[0].length + var type = match[1].toLowerCase() + + var key + var names = [] + var params = {} + var value + + // calculate index to start at + index = PARAM_REGEXP.lastIndex = match[0].substr(-1) === ';' + ? index - 1 + : index + + // match parameters + while ((match = PARAM_REGEXP.exec(string))) { + if (match.index !== index) { + throw new TypeError('invalid parameter format') + } + + index += match[0].length + key = match[1].toLowerCase() + value = match[2] + + if (names.indexOf(key) !== -1) { + throw new TypeError('invalid duplicate parameter') + } + + names.push(key) + + if (key.indexOf('*') + 1 === key.length) { + // decode extended value + key = key.slice(0, -1) + value = decodefield(value) + + // overwrite existing value + params[key] = value + continue + } + + if (typeof params[key] === 'string') { + continue + } + + if (value[0] === '"') { + // remove quotes and escapes + value = value + .substr(1, value.length - 2) + .replace(QESC_REGEXP, '$1') + } + + params[key] = value + } + + if (index !== -1 && index !== string.length) { + throw new TypeError('invalid parameter format') + } + + return new ContentDisposition(type, params) +} + +/** + * Percent decode a single character. + * + * @param {string} str + * @param {string} hex + * @return {string} + * @private + */ + +function pdecode (str, hex) { + return String.fromCharCode(parseInt(hex, 16)) +} + +/** + * Percent encode a single character. + * + * @param {string} char + * @return {string} + * @private + */ + +function pencode (char) { + return '%' + String(char) + .charCodeAt(0) + .toString(16) + .toUpperCase() +} + +/** + * Quote a string for HTTP. + * + * @param {string} val + * @return {string} + * @private + */ + +function qstring (val) { + var str = String(val) + + return '"' + str.replace(QUOTE_REGEXP, '\\$1') + '"' +} + +/** + * Encode a Unicode string for HTTP (RFC 5987). + * + * @param {string} val + * @return {string} + * @private + */ + +function ustring (val) { + var str = String(val) + + // percent encode as UTF-8 + var encoded = encodeURIComponent(str) + .replace(ENCODE_URL_ATTR_CHAR_REGEXP, pencode) + + return 'UTF-8\'\'' + encoded +} + +/** + * Class for parsed Content-Disposition header for v8 optimization + * + * @public + * @param {string} type + * @param {object} parameters + * @constructor + */ + +function ContentDisposition (type, parameters) { + this.type = type + this.parameters = parameters +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/package.json new file mode 100644 index 000000000..43c70ce24 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-disposition/package.json @@ -0,0 +1,44 @@ +{ + "name": "content-disposition", + "description": "Create and parse Content-Disposition header", + "version": "0.5.4", + "author": "Douglas Christopher Wilson ", + "license": "MIT", + "keywords": [ + "content-disposition", + "http", + "rfc6266", + "res" + ], + "repository": "jshttp/content-disposition", + "dependencies": { + "safe-buffer": "5.2.1" + }, + "devDependencies": { + "deep-equal": "1.0.1", + "eslint": "7.32.0", + "eslint-config-standard": "13.0.1", + "eslint-plugin-import": "2.25.3", + "eslint-plugin-markdown": "2.2.1", + "eslint-plugin-node": "11.1.0", + "eslint-plugin-promise": "5.2.0", + "eslint-plugin-standard": "4.1.0", + "istanbul": "0.4.5", + "mocha": "9.1.3" + }, + "files": [ + "LICENSE", + "HISTORY.md", + "README.md", + "index.js" + ], + "engines": { + "node": ">= 0.6" + }, + "scripts": { + "lint": "eslint .", + "test": "mocha --reporter spec --bail --check-leaks test/", + "test-ci": "istanbul cover node_modules/mocha/bin/_mocha --report lcovonly -- --reporter spec --check-leaks test/", + "test-cov": "istanbul cover node_modules/mocha/bin/_mocha -- --reporter dot --check-leaks test/" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/HISTORY.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/HISTORY.md new file mode 100644 index 000000000..458367139 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/HISTORY.md @@ -0,0 +1,29 @@ +1.0.5 / 2023-01-29 +================== + + * perf: skip value escaping when unnecessary + +1.0.4 / 2017-09-11 +================== + + * perf: skip parameter parsing when no parameters + +1.0.3 / 2017-09-10 +================== + + * perf: remove argument reassignment + +1.0.2 / 2016-05-09 +================== + + * perf: enable strict mode + +1.0.1 / 2015-02-13 +================== + + * Improve missing `Content-Type` header error message + +1.0.0 / 2015-02-01 +================== + + * Initial implementation, derived from `media-typer@0.3.0` diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/LICENSE new file mode 100644 index 000000000..34b1a2de3 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/LICENSE @@ -0,0 +1,22 @@ +(The MIT License) + +Copyright (c) 2015 Douglas Christopher Wilson + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/README.md new file mode 100644 index 000000000..c1a922a9a --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/README.md @@ -0,0 +1,94 @@ +# content-type + +[![NPM Version][npm-version-image]][npm-url] +[![NPM Downloads][npm-downloads-image]][npm-url] +[![Node.js Version][node-image]][node-url] +[![Build Status][ci-image]][ci-url] +[![Coverage Status][coveralls-image]][coveralls-url] + +Create and parse HTTP Content-Type header according to RFC 7231 + +## Installation + +```sh +$ npm install content-type +``` + +## API + +```js +var contentType = require('content-type') +``` + +### contentType.parse(string) + +```js +var obj = contentType.parse('image/svg+xml; charset=utf-8') +``` + +Parse a `Content-Type` header. This will return an object with the following +properties (examples are shown for the string `'image/svg+xml; charset=utf-8'`): + + - `type`: The media type (the type and subtype, always lower case). + Example: `'image/svg+xml'` + + - `parameters`: An object of the parameters in the media type (name of parameter + always lower case). Example: `{charset: 'utf-8'}` + +Throws a `TypeError` if the string is missing or invalid. + +### contentType.parse(req) + +```js +var obj = contentType.parse(req) +``` + +Parse the `Content-Type` header from the given `req`. Short-cut for +`contentType.parse(req.headers['content-type'])`. + +Throws a `TypeError` if the `Content-Type` header is missing or invalid. + +### contentType.parse(res) + +```js +var obj = contentType.parse(res) +``` + +Parse the `Content-Type` header set on the given `res`. Short-cut for +`contentType.parse(res.getHeader('content-type'))`. + +Throws a `TypeError` if the `Content-Type` header is missing or invalid. + +### contentType.format(obj) + +```js +var str = contentType.format({ + type: 'image/svg+xml', + parameters: { charset: 'utf-8' } +}) +``` + +Format an object into a `Content-Type` header. This will return a string of the +content type for the given object with the following properties (examples are +shown that produce the string `'image/svg+xml; charset=utf-8'`): + + - `type`: The media type (will be lower-cased). Example: `'image/svg+xml'` + + - `parameters`: An object of the parameters in the media type (name of the + parameter will be lower-cased). Example: `{charset: 'utf-8'}` + +Throws a `TypeError` if the object contains an invalid type or parameter names. + +## License + +[MIT](LICENSE) + +[ci-image]: https://badgen.net/github/checks/jshttp/content-type/master?label=ci +[ci-url]: https://github.com/jshttp/content-type/actions/workflows/ci.yml +[coveralls-image]: https://badgen.net/coveralls/c/github/jshttp/content-type/master +[coveralls-url]: https://coveralls.io/r/jshttp/content-type?branch=master +[node-image]: https://badgen.net/npm/node/content-type +[node-url]: https://nodejs.org/en/download +[npm-downloads-image]: https://badgen.net/npm/dm/content-type +[npm-url]: https://npmjs.org/package/content-type +[npm-version-image]: https://badgen.net/npm/v/content-type diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/index.js new file mode 100644 index 000000000..41840e7bc --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/index.js @@ -0,0 +1,225 @@ +/*! + * content-type + * Copyright(c) 2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict' + +/** + * RegExp to match *( ";" parameter ) in RFC 7231 sec 3.1.1.1 + * + * parameter = token "=" ( token / quoted-string ) + * token = 1*tchar + * tchar = "!" / "#" / "$" / "%" / "&" / "'" / "*" + * / "+" / "-" / "." / "^" / "_" / "`" / "|" / "~" + * / DIGIT / ALPHA + * ; any VCHAR, except delimiters + * quoted-string = DQUOTE *( qdtext / quoted-pair ) DQUOTE + * qdtext = HTAB / SP / %x21 / %x23-5B / %x5D-7E / obs-text + * obs-text = %x80-FF + * quoted-pair = "\" ( HTAB / SP / VCHAR / obs-text ) + */ +var PARAM_REGEXP = /; *([!#$%&'*+.^_`|~0-9A-Za-z-]+) *= *("(?:[\u000b\u0020\u0021\u0023-\u005b\u005d-\u007e\u0080-\u00ff]|\\[\u000b\u0020-\u00ff])*"|[!#$%&'*+.^_`|~0-9A-Za-z-]+) */g // eslint-disable-line no-control-regex +var TEXT_REGEXP = /^[\u000b\u0020-\u007e\u0080-\u00ff]+$/ // eslint-disable-line no-control-regex +var TOKEN_REGEXP = /^[!#$%&'*+.^_`|~0-9A-Za-z-]+$/ + +/** + * RegExp to match quoted-pair in RFC 7230 sec 3.2.6 + * + * quoted-pair = "\" ( HTAB / SP / VCHAR / obs-text ) + * obs-text = %x80-FF + */ +var QESC_REGEXP = /\\([\u000b\u0020-\u00ff])/g // eslint-disable-line no-control-regex + +/** + * RegExp to match chars that must be quoted-pair in RFC 7230 sec 3.2.6 + */ +var QUOTE_REGEXP = /([\\"])/g + +/** + * RegExp to match type in RFC 7231 sec 3.1.1.1 + * + * media-type = type "/" subtype + * type = token + * subtype = token + */ +var TYPE_REGEXP = /^[!#$%&'*+.^_`|~0-9A-Za-z-]+\/[!#$%&'*+.^_`|~0-9A-Za-z-]+$/ + +/** + * Module exports. + * @public + */ + +exports.format = format +exports.parse = parse + +/** + * Format object to media type. + * + * @param {object} obj + * @return {string} + * @public + */ + +function format (obj) { + if (!obj || typeof obj !== 'object') { + throw new TypeError('argument obj is required') + } + + var parameters = obj.parameters + var type = obj.type + + if (!type || !TYPE_REGEXP.test(type)) { + throw new TypeError('invalid type') + } + + var string = type + + // append parameters + if (parameters && typeof parameters === 'object') { + var param + var params = Object.keys(parameters).sort() + + for (var i = 0; i < params.length; i++) { + param = params[i] + + if (!TOKEN_REGEXP.test(param)) { + throw new TypeError('invalid parameter name') + } + + string += '; ' + param + '=' + qstring(parameters[param]) + } + } + + return string +} + +/** + * Parse media type to object. + * + * @param {string|object} string + * @return {Object} + * @public + */ + +function parse (string) { + if (!string) { + throw new TypeError('argument string is required') + } + + // support req/res-like objects as argument + var header = typeof string === 'object' + ? getcontenttype(string) + : string + + if (typeof header !== 'string') { + throw new TypeError('argument string is required to be a string') + } + + var index = header.indexOf(';') + var type = index !== -1 + ? header.slice(0, index).trim() + : header.trim() + + if (!TYPE_REGEXP.test(type)) { + throw new TypeError('invalid media type') + } + + var obj = new ContentType(type.toLowerCase()) + + // parse parameters + if (index !== -1) { + var key + var match + var value + + PARAM_REGEXP.lastIndex = index + + while ((match = PARAM_REGEXP.exec(header))) { + if (match.index !== index) { + throw new TypeError('invalid parameter format') + } + + index += match[0].length + key = match[1].toLowerCase() + value = match[2] + + if (value.charCodeAt(0) === 0x22 /* " */) { + // remove quotes + value = value.slice(1, -1) + + // remove escapes + if (value.indexOf('\\') !== -1) { + value = value.replace(QESC_REGEXP, '$1') + } + } + + obj.parameters[key] = value + } + + if (index !== header.length) { + throw new TypeError('invalid parameter format') + } + } + + return obj +} + +/** + * Get content-type from req/res objects. + * + * @param {object} + * @return {Object} + * @private + */ + +function getcontenttype (obj) { + var header + + if (typeof obj.getHeader === 'function') { + // res-like + header = obj.getHeader('content-type') + } else if (typeof obj.headers === 'object') { + // req-like + header = obj.headers && obj.headers['content-type'] + } + + if (typeof header !== 'string') { + throw new TypeError('content-type header is missing from object') + } + + return header +} + +/** + * Quote a string if necessary. + * + * @param {string} val + * @return {string} + * @private + */ + +function qstring (val) { + var str = String(val) + + // no need to quote tokens + if (TOKEN_REGEXP.test(str)) { + return str + } + + if (str.length > 0 && !TEXT_REGEXP.test(str)) { + throw new TypeError('invalid parameter value') + } + + return '"' + str.replace(QUOTE_REGEXP, '\\$1') + '"' +} + +/** + * Class to represent a content type. + * @private + */ +function ContentType (type) { + this.parameters = Object.create(null) + this.type = type +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/package.json new file mode 100644 index 000000000..9db19f63f --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/content-type/package.json @@ -0,0 +1,42 @@ +{ + "name": "content-type", + "description": "Create and parse HTTP Content-Type header", + "version": "1.0.5", + "author": "Douglas Christopher Wilson ", + "license": "MIT", + "keywords": [ + "content-type", + "http", + "req", + "res", + "rfc7231" + ], + "repository": "jshttp/content-type", + "devDependencies": { + "deep-equal": "1.0.1", + "eslint": "8.32.0", + "eslint-config-standard": "15.0.1", + "eslint-plugin-import": "2.27.5", + "eslint-plugin-node": "11.1.0", + "eslint-plugin-promise": "6.1.1", + "eslint-plugin-standard": "4.1.0", + "mocha": "10.2.0", + "nyc": "15.1.0" + }, + "files": [ + "LICENSE", + "HISTORY.md", + "README.md", + "index.js" + ], + "engines": { + "node": ">= 0.6" + }, + "scripts": { + "lint": "eslint .", + "test": "mocha --reporter spec --check-leaks --bail test/", + "test-ci": "nyc --reporter=lcovonly --reporter=text npm test", + "test-cov": "nyc --reporter=html --reporter=text npm test", + "version": "node scripts/version-history.js && git add HISTORY.md" + } +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/.npmignore b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/.npmignore new file mode 100644 index 000000000..f1250e584 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/.npmignore @@ -0,0 +1,4 @@ +support +test +examples +*.sock diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/History.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/History.md new file mode 100644 index 000000000..78513cc3d --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/History.md @@ -0,0 +1,38 @@ +1.0.6 / 2015-02-03 +================== + +* use `npm test` instead of `make test` to run tests +* clearer assertion messages when checking input + + +1.0.5 / 2014-09-05 +================== + +* add license to package.json + +1.0.4 / 2014-06-25 +================== + + * corrected avoidance of timing attacks (thanks @tenbits!) + +1.0.3 / 2014-01-28 +================== + + * [incorrect] fix for timing attacks + +1.0.2 / 2014-01-28 +================== + + * fix missing repository warning + * fix typo in test + +1.0.1 / 2013-04-15 +================== + + * Revert "Changed underlying HMAC algo. to sha512." + * Revert "Fix for timing attacks on MAC verification." + +0.0.1 / 2010-01-03 +================== + + * Initial release diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/Readme.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/Readme.md new file mode 100644 index 000000000..2559e841b --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/Readme.md @@ -0,0 +1,42 @@ + +# cookie-signature + + Sign and unsign cookies. + +## Example + +```js +var cookie = require('cookie-signature'); + +var val = cookie.sign('hello', 'tobiiscool'); +val.should.equal('hello.DGDUkGlIkCzPz+C0B064FNgHdEjox7ch8tOBGslZ5QI'); + +var val = cookie.sign('hello', 'tobiiscool'); +cookie.unsign(val, 'tobiiscool').should.equal('hello'); +cookie.unsign(val, 'luna').should.be.false; +``` + +## License + +(The MIT License) + +Copyright (c) 2012 LearnBoost <tj@learnboost.com> + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/index.js new file mode 100644 index 000000000..b8c9463a2 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/index.js @@ -0,0 +1,51 @@ +/** + * Module dependencies. + */ + +var crypto = require('crypto'); + +/** + * Sign the given `val` with `secret`. + * + * @param {String} val + * @param {String} secret + * @return {String} + * @api private + */ + +exports.sign = function(val, secret){ + if ('string' != typeof val) throw new TypeError("Cookie value must be provided as a string."); + if ('string' != typeof secret) throw new TypeError("Secret string must be provided."); + return val + '.' + crypto + .createHmac('sha256', secret) + .update(val) + .digest('base64') + .replace(/\=+$/, ''); +}; + +/** + * Unsign and decode the given `val` with `secret`, + * returning `false` if the signature is invalid. + * + * @param {String} val + * @param {String} secret + * @return {String|Boolean} + * @api private + */ + +exports.unsign = function(val, secret){ + if ('string' != typeof val) throw new TypeError("Signed cookie string must be provided."); + if ('string' != typeof secret) throw new TypeError("Secret string must be provided."); + var str = val.slice(0, val.lastIndexOf('.')) + , mac = exports.sign(str, secret); + + return sha1(mac) == sha1(val) ? str : false; +}; + +/** + * Private + */ + +function sha1(str){ + return crypto.createHash('sha1').update(str).digest('hex'); +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/package.json b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/package.json new file mode 100644 index 000000000..29c4498e0 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie-signature/package.json @@ -0,0 +1,18 @@ +{ + "name": "cookie-signature", + "version": "1.0.6", + "description": "Sign and unsign cookies", + "keywords": ["cookie", "sign", "unsign"], + "author": "TJ Holowaychuk ", + "license": "MIT", + "repository": { "type": "git", "url": "https://github.com/visionmedia/node-cookie-signature.git"}, + "dependencies": {}, + "devDependencies": { + "mocha": "*", + "should": "*" + }, + "scripts": { + "test": "mocha --require should --reporter spec" + }, + "main": "index" +} diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/LICENSE b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/LICENSE new file mode 100644 index 000000000..058b6b4ef --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/LICENSE @@ -0,0 +1,24 @@ +(The MIT License) + +Copyright (c) 2012-2014 Roman Shtylman +Copyright (c) 2015 Douglas Christopher Wilson + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +'Software'), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/README.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/README.md new file mode 100644 index 000000000..71fdac111 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/README.md @@ -0,0 +1,317 @@ +# cookie + +[![NPM Version][npm-version-image]][npm-url] +[![NPM Downloads][npm-downloads-image]][npm-url] +[![Node.js Version][node-image]][node-url] +[![Build Status][ci-image]][ci-url] +[![Coverage Status][coveralls-image]][coveralls-url] + +Basic HTTP cookie parser and serializer for HTTP servers. + +## Installation + +This is a [Node.js](https://nodejs.org/en/) module available through the +[npm registry](https://www.npmjs.com/). Installation is done using the +[`npm install` command](https://docs.npmjs.com/getting-started/installing-npm-packages-locally): + +```sh +$ npm install cookie +``` + +## API + +```js +var cookie = require('cookie'); +``` + +### cookie.parse(str, options) + +Parse an HTTP `Cookie` header string and returning an object of all cookie name-value pairs. +The `str` argument is the string representing a `Cookie` header value and `options` is an +optional object containing additional parsing options. + +```js +var cookies = cookie.parse('foo=bar; equation=E%3Dmc%5E2'); +// { foo: 'bar', equation: 'E=mc^2' } +``` + +#### Options + +`cookie.parse` accepts these properties in the options object. + +##### decode + +Specifies a function that will be used to decode a cookie's value. Since the value of a cookie +has a limited character set (and must be a simple string), this function can be used to decode +a previously-encoded cookie value into a JavaScript string or other object. + +The default function is the global `decodeURIComponent`, which will decode any URL-encoded +sequences into their byte representations. + +**note** if an error is thrown from this function, the original, non-decoded cookie value will +be returned as the cookie's value. + +### cookie.serialize(name, value, options) + +Serialize a cookie name-value pair into a `Set-Cookie` header string. The `name` argument is the +name for the cookie, the `value` argument is the value to set the cookie to, and the `options` +argument is an optional object containing additional serialization options. + +```js +var setCookie = cookie.serialize('foo', 'bar'); +// foo=bar +``` + +#### Options + +`cookie.serialize` accepts these properties in the options object. + +##### domain + +Specifies the value for the [`Domain` `Set-Cookie` attribute][rfc-6265-5.2.3]. By default, no +domain is set, and most clients will consider the cookie to apply to only the current domain. + +##### encode + +Specifies a function that will be used to encode a cookie's value. Since value of a cookie +has a limited character set (and must be a simple string), this function can be used to encode +a value into a string suited for a cookie's value. + +The default function is the global `encodeURIComponent`, which will encode a JavaScript string +into UTF-8 byte sequences and then URL-encode any that fall outside of the cookie range. + +##### expires + +Specifies the `Date` object to be the value for the [`Expires` `Set-Cookie` attribute][rfc-6265-5.2.1]. +By default, no expiration is set, and most clients will consider this a "non-persistent cookie" and +will delete it on a condition like exiting a web browser application. + +**note** the [cookie storage model specification][rfc-6265-5.3] states that if both `expires` and +`maxAge` are set, then `maxAge` takes precedence, but it is possible not all clients by obey this, +so if both are set, they should point to the same date and time. + +##### httpOnly + +Specifies the `boolean` value for the [`HttpOnly` `Set-Cookie` attribute][rfc-6265-5.2.6]. When truthy, +the `HttpOnly` attribute is set, otherwise it is not. By default, the `HttpOnly` attribute is not set. + +**note** be careful when setting this to `true`, as compliant clients will not allow client-side +JavaScript to see the cookie in `document.cookie`. + +##### maxAge + +Specifies the `number` (in seconds) to be the value for the [`Max-Age` `Set-Cookie` attribute][rfc-6265-5.2.2]. +The given number will be converted to an integer by rounding down. By default, no maximum age is set. + +**note** the [cookie storage model specification][rfc-6265-5.3] states that if both `expires` and +`maxAge` are set, then `maxAge` takes precedence, but it is possible not all clients by obey this, +so if both are set, they should point to the same date and time. + +##### partitioned + +Specifies the `boolean` value for the [`Partitioned` `Set-Cookie`](rfc-cutler-httpbis-partitioned-cookies) +attribute. When truthy, the `Partitioned` attribute is set, otherwise it is not. By default, the +`Partitioned` attribute is not set. + +**note** This is an attribute that has not yet been fully standardized, and may change in the future. +This also means many clients may ignore this attribute until they understand it. + +More information about can be found in [the proposal](https://github.com/privacycg/CHIPS). + +##### path + +Specifies the value for the [`Path` `Set-Cookie` attribute][rfc-6265-5.2.4]. By default, the path +is considered the ["default path"][rfc-6265-5.1.4]. + +##### priority + +Specifies the `string` to be the value for the [`Priority` `Set-Cookie` attribute][rfc-west-cookie-priority-00-4.1]. + + - `'low'` will set the `Priority` attribute to `Low`. + - `'medium'` will set the `Priority` attribute to `Medium`, the default priority when not set. + - `'high'` will set the `Priority` attribute to `High`. + +More information about the different priority levels can be found in +[the specification][rfc-west-cookie-priority-00-4.1]. + +**note** This is an attribute that has not yet been fully standardized, and may change in the future. +This also means many clients may ignore this attribute until they understand it. + +##### sameSite + +Specifies the `boolean` or `string` to be the value for the [`SameSite` `Set-Cookie` attribute][rfc-6265bis-09-5.4.7]. + + - `true` will set the `SameSite` attribute to `Strict` for strict same site enforcement. + - `false` will not set the `SameSite` attribute. + - `'lax'` will set the `SameSite` attribute to `Lax` for lax same site enforcement. + - `'none'` will set the `SameSite` attribute to `None` for an explicit cross-site cookie. + - `'strict'` will set the `SameSite` attribute to `Strict` for strict same site enforcement. + +More information about the different enforcement levels can be found in +[the specification][rfc-6265bis-09-5.4.7]. + +**note** This is an attribute that has not yet been fully standardized, and may change in the future. +This also means many clients may ignore this attribute until they understand it. + +##### secure + +Specifies the `boolean` value for the [`Secure` `Set-Cookie` attribute][rfc-6265-5.2.5]. When truthy, +the `Secure` attribute is set, otherwise it is not. By default, the `Secure` attribute is not set. + +**note** be careful when setting this to `true`, as compliant clients will not send the cookie back to +the server in the future if the browser does not have an HTTPS connection. + +## Example + +The following example uses this module in conjunction with the Node.js core HTTP server +to prompt a user for their name and display it back on future visits. + +```js +var cookie = require('cookie'); +var escapeHtml = require('escape-html'); +var http = require('http'); +var url = require('url'); + +function onRequest(req, res) { + // Parse the query string + var query = url.parse(req.url, true, true).query; + + if (query && query.name) { + // Set a new cookie with the name + res.setHeader('Set-Cookie', cookie.serialize('name', String(query.name), { + httpOnly: true, + maxAge: 60 * 60 * 24 * 7 // 1 week + })); + + // Redirect back after setting cookie + res.statusCode = 302; + res.setHeader('Location', req.headers.referer || '/'); + res.end(); + return; + } + + // Parse the cookies on the request + var cookies = cookie.parse(req.headers.cookie || ''); + + // Get the visitor name set in the cookie + var name = cookies.name; + + res.setHeader('Content-Type', 'text/html; charset=UTF-8'); + + if (name) { + res.write('

Welcome back, ' + escapeHtml(name) + '!

'); + } else { + res.write('

Hello, new visitor!

'); + } + + res.write('
'); + res.write(' '); + res.end('
'); +} + +http.createServer(onRequest).listen(3000); +``` + +## Testing + +```sh +$ npm test +``` + +## Benchmark + +``` +$ npm run bench + +> cookie@0.5.0 bench +> node benchmark/index.js + + node@18.18.2 + acorn@8.10.0 + ada@2.6.0 + ares@1.19.1 + brotli@1.0.9 + cldr@43.1 + icu@73.2 + llhttp@6.0.11 + modules@108 + napi@9 + nghttp2@1.57.0 + nghttp3@0.7.0 + ngtcp2@0.8.1 + openssl@3.0.10+quic + simdutf@3.2.14 + tz@2023c + undici@5.26.3 + unicode@15.0 + uv@1.44.2 + uvwasi@0.0.18 + v8@10.2.154.26-node.26 + zlib@1.2.13.1-motley + +> node benchmark/parse-top.js + + cookie.parse - top sites + + 14 tests completed. + + parse accounts.google.com x 2,588,913 ops/sec ±0.74% (186 runs sampled) + parse apple.com x 2,370,002 ops/sec ±0.69% (186 runs sampled) + parse cloudflare.com x 2,213,102 ops/sec ±0.88% (188 runs sampled) + parse docs.google.com x 2,194,157 ops/sec ±1.03% (184 runs sampled) + parse drive.google.com x 2,265,084 ops/sec ±0.79% (187 runs sampled) + parse en.wikipedia.org x 457,099 ops/sec ±0.81% (186 runs sampled) + parse linkedin.com x 504,407 ops/sec ±0.89% (186 runs sampled) + parse maps.google.com x 1,230,959 ops/sec ±0.98% (186 runs sampled) + parse microsoft.com x 926,294 ops/sec ±0.88% (184 runs sampled) + parse play.google.com x 2,311,338 ops/sec ±0.83% (185 runs sampled) + parse support.google.com x 1,508,850 ops/sec ±0.86% (186 runs sampled) + parse www.google.com x 1,022,582 ops/sec ±1.32% (182 runs sampled) + parse youtu.be x 332,136 ops/sec ±1.02% (185 runs sampled) + parse youtube.com x 323,833 ops/sec ±0.77% (183 runs sampled) + +> node benchmark/parse.js + + cookie.parse - generic + + 6 tests completed. + + simple x 3,214,032 ops/sec ±1.61% (183 runs sampled) + decode x 587,237 ops/sec ±1.16% (187 runs sampled) + unquote x 2,954,618 ops/sec ±1.35% (183 runs sampled) + duplicates x 857,008 ops/sec ±0.89% (187 runs sampled) + 10 cookies x 292,133 ops/sec ±0.89% (187 runs sampled) + 100 cookies x 22,610 ops/sec ±0.68% (187 runs sampled) +``` + +## References + +- [RFC 6265: HTTP State Management Mechanism][rfc-6265] +- [Same-site Cookies][rfc-6265bis-09-5.4.7] + +[rfc-cutler-httpbis-partitioned-cookies]: https://tools.ietf.org/html/draft-cutler-httpbis-partitioned-cookies/ +[rfc-west-cookie-priority-00-4.1]: https://tools.ietf.org/html/draft-west-cookie-priority-00#section-4.1 +[rfc-6265bis-09-5.4.7]: https://tools.ietf.org/html/draft-ietf-httpbis-rfc6265bis-09#section-5.4.7 +[rfc-6265]: https://tools.ietf.org/html/rfc6265 +[rfc-6265-5.1.4]: https://tools.ietf.org/html/rfc6265#section-5.1.4 +[rfc-6265-5.2.1]: https://tools.ietf.org/html/rfc6265#section-5.2.1 +[rfc-6265-5.2.2]: https://tools.ietf.org/html/rfc6265#section-5.2.2 +[rfc-6265-5.2.3]: https://tools.ietf.org/html/rfc6265#section-5.2.3 +[rfc-6265-5.2.4]: https://tools.ietf.org/html/rfc6265#section-5.2.4 +[rfc-6265-5.2.5]: https://tools.ietf.org/html/rfc6265#section-5.2.5 +[rfc-6265-5.2.6]: https://tools.ietf.org/html/rfc6265#section-5.2.6 +[rfc-6265-5.3]: https://tools.ietf.org/html/rfc6265#section-5.3 + +## License + +[MIT](LICENSE) + +[ci-image]: https://badgen.net/github/checks/jshttp/cookie/master?label=ci +[ci-url]: https://github.com/jshttp/cookie/actions/workflows/ci.yml +[coveralls-image]: https://badgen.net/coveralls/c/github/jshttp/cookie/master +[coveralls-url]: https://coveralls.io/r/jshttp/cookie?branch=master +[node-image]: https://badgen.net/npm/node/cookie +[node-url]: https://nodejs.org/en/download +[npm-downloads-image]: https://badgen.net/npm/dm/cookie +[npm-url]: https://npmjs.org/package/cookie +[npm-version-image]: https://badgen.net/npm/v/cookie diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/SECURITY.md b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/SECURITY.md new file mode 100644 index 000000000..fd4a6c53a --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/SECURITY.md @@ -0,0 +1,25 @@ +# Security Policies and Procedures + +## Reporting a Bug + +The `cookie` team and community take all security bugs seriously. Thank +you for improving the security of the project. We appreciate your efforts and +responsible disclosure and will make every effort to acknowledge your +contributions. + +Report security bugs by emailing the current owner(s) of `cookie`. This +information can be found in the npm registry using the command +`npm owner ls cookie`. +If unsure or unable to get the information from the above, open an issue +in the [project issue tracker](https://github.com/jshttp/cookie/issues) +asking for the current contact information. + +To ensure the timely response to your report, please ensure that the entirety +of the report is contained within the email body and not solely behind a web +link or an attachment. + +At least one owner will acknowledge your email within 48 hours, and will send a +more detailed response within 48 hours indicating the next steps in handling +your report. After the initial reply to your report, the owners will +endeavor to keep you informed of the progress towards a fix and full +announcement, and may ask for additional information or guidance. diff --git a/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/index.js b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/index.js new file mode 100644 index 000000000..51a58cbe9 --- /dev/null +++ b/OneDrive/Desktop/SIT323/sit323-2025-prac5d/node_modules/cookie/index.js @@ -0,0 +1,334 @@ +/*! + * cookie + * Copyright(c) 2012-2014 Roman Shtylman + * Copyright(c) 2015 Douglas Christopher Wilson + * MIT Licensed + */ + +'use strict'; + +/** + * Module exports. + * @public + */ + +exports.parse = parse; +exports.serialize = serialize; + +/** + * Module variables. + * @private + */ + +var __toString = Object.prototype.toString + +/** + * RegExp to match cookie-name in RFC 6265 sec 4.1.1 + * This refers out to the obsoleted definition of token in RFC 2616 sec 2.2 + * which has been replaced by the token definition in RFC 7230 appendix B. + * + * cookie-name = token + * token = 1*tchar + * tchar = "!" / "#" / "$" / "%" / "&" / "'" / + * "*" / "+" / "-" / "." / "^" / "_" / + * "`" / "|" / "~" / DIGIT / ALPHA + */ + +var cookieNameRegExp = /^[!#$%&'*+\-.^_`|~0-9A-Za-z]+$/; + +/** + * RegExp to match cookie-value in RFC 6265 sec 4.1.1 + * + * cookie-value = *cookie-octet / ( DQUOTE *cookie-octet DQUOTE ) + * cookie-octet = %x21 / %x23-2B / %x2D-3A / %x3C-5B / %x5D-7E + * ; US-ASCII characters excluding CTLs, + * ; whitespace DQUOTE, comma, semicolon, + * ; and backslash + */ + +var cookieValueRegExp = /^("?)[\u0021\u0023-\u002B\u002D-\u003A\u003C-\u005B\u005D-\u007E]*\1$/; + +/** + * RegExp to match domain-value in RFC 6265 sec 4.1.1 + * + * domain-value = + * ; defined in [RFC1034], Section 3.5, as + * ; enhanced by [RFC1123], Section 2.1 + * =