Donor_variant.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from src import preprocess"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "donor = pd.read_csv('./PreprocessData/variant-donor.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "ref_seq_matrix = []\n",
    "alt_seq_matrix = []\n",
    "for i in range(len(donor)):\n",
    "    ref_seq_matrix.append(preprocess.transform_seq_to_Vmatrix(donor['ref.sequence'][i]))\n",
    "    alt_seq_matrix.append(preprocess.transform_seq_to_Vmatrix(donor['alt.sequence'][i]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "ref_seq_matrix = np.asarray(ref_seq_matrix)\n",
    "alt_seq_matrix = np.asarray(alt_seq_matrix)\n",
    "\n",
    "ref_seq_matrix = ref_seq_matrix.reshape(ref_seq_matrix.shape[0], ref_seq_matrix.shape[1], ref_seq_matrix.shape[2], 1)\n",
    "alt_seq_matrix = alt_seq_matrix.reshape(alt_seq_matrix.shape[0], alt_seq_matrix.shape[1], alt_seq_matrix.shape[2], 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "ref_class = [1 for i in range(len(ref_seq_matrix))]\n",
    "alt_class = [0 for i in range(len(alt_seq_matrix))]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading Models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using TensorFlow backend.\n"
     ]
    }
   ],
   "source": [
    "from keras.models import load_model\n",
    "from src import calculate\n",
    "\n",
    "donor_Vmodel_1 = load_model('./Models/donor_Vmodel_1-1.hf5')\n",
    "donor_Vmodel_2 = load_model('./Models/donor_Vmodel_2-1.hf5')\n",
    "donor_Vmodel_3 = load_model('./Models/donor_Vmodel_3-1.hf5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "y1_var_ref_predict = donor_Vmodel_1.predict_proba(ref_seq_matrix)\n",
    "y1_var_ref_predict_classes = donor_Vmodel_1.predict_classes(ref_seq_matrix)\n",
    "\n",
    "y1_var_alt_predict = donor_Vmodel_1.predict_proba(alt_seq_matrix)\n",
    "y1_var_alt_predict_classes = donor_Vmodel_1.predict_classes(alt_seq_matrix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[110] is 1 and Pathogenic Score: log10(0.9841760993003845/0.9887286424636841) = -0.0020043090917170048\n",
      "Sequence[114] is 1 and Pathogenic Score: log10(0.9229908585548401/0.03295813873410225) = 1.4472347497940063\n",
      "Sequence[129] is 1 and Pathogenic Score: log10(0.914045512676239/0.6001048684120178) = 0.18274065852165222\n",
      "Sequence[150] is 1 and Pathogenic Score: log10(0.9375131726264954/0.12083745747804642) = 0.889775812625885\n",
      "Sequence[151] is 1 and Pathogenic Score: log10(0.9234822392463684/0.3353845477104187) = 0.4398854970932007\n",
      "Sequence[157] is 1 and Pathogenic Score: log10(0.9809290766716003/0.897098183631897) = 0.03879763185977936\n",
      "Sequence[163] is 1 and Pathogenic Score: log10(0.9578472971916199/0.14461368322372437) = 0.8210868835449219\n",
      "Sequence[166] is 1 and Pathogenic Score: log10(0.8055871725082397/0.046815987676382065) = 1.2357183694839478\n",
      "Sequence[175] is 1 and Pathogenic Score: log10(0.4644324779510498/0.45001018047332764) = 0.013700242154300213\n",
      "Sequence[180] is 1 and Pathogenic Score: log10(0.9353175759315491/0.4304552376270294) = 0.3370310962200165\n",
      "Sequence[192] is 1 and Pathogenic Score: log10(0.7461024522781372/0.09957058727741241) = 0.8746674060821533\n",
      "Sequence[206] is 1 and Pathogenic Score: log10(0.6184865832328796/0.025414543226361275) = 1.386247992515564\n",
      "Sequence[216] is 1 and Pathogenic Score: log10(0.8770739436149597/0.7613236308097839) = 0.06146688759326935\n",
      "Sequence[240] is 1 and Pathogenic Score: log10(0.9398895502090454/0.7685778737068176) = 0.08738892525434494\n",
      "Sequence[247] is 1 and Pathogenic Score: log10(0.9806988835334778/0.19806881248950958) = 0.6947196125984192\n",
      "Sequence[251] is 1 and Pathogenic Score: log10(0.9277827739715576/0.17322823405265808) = 0.7288275957107544\n",
      "Sequence[254] is 1 and Pathogenic Score: log10(0.9883818030357361/0.8987065553665161) = 0.041306838393211365\n",
      "Sequence[255] is 1 and Pathogenic Score: log10(0.9883818030357361/0.8532798886299133) = 0.06383322924375534\n",
      "Sequence[260] is 1 and Pathogenic Score: log10(0.9012233018875122/0.1019805520772934) = 0.9463150501251221\n",
      "Sequence[268] is 1 and Pathogenic Score: log10(0.6860732436180115/0.0026970840990543365) = 2.4054760932922363\n",
      "Sequence[300] is 1 and Pathogenic Score: log10(0.913363516330719/0.02447957918047905) = 1.571839690208435\n",
      "Sequence[301] is 1 and Pathogenic Score: log10(0.98194420337677/0.917489767074585) = 0.029485588893294334\n",
      "Sequence[331] is 1 and Pathogenic Score: log10(0.5620169043540955/0.21045568585395813) = 0.4265887141227722\n",
      "Sequence[337] is 1 and Pathogenic Score: log10(0.5037056803703308/0.010156994685530663) = 1.6954115629196167\n",
      "Sequence[368] is 1 and Pathogenic Score: log10(0.9890639185905457/0.9486867785453796) = 0.018101496621966362\n",
      "Sequence[511] is 1 and Pathogenic Score: log10(0.8543525338172913/0.05214045196771622) = 1.2144622802734375\n",
      "Sequence[514] is 1 and Pathogenic Score: log10(0.8546926379203796/0.17818406224250793) = 0.680941104888916\n",
      "Sequence[516] is 1 and Pathogenic Score: log10(0.5504980087280273/0.015390928834676743) = 1.5534908771514893\n",
      "Sequence[525] is 1 and Pathogenic Score: log10(0.28795307874679565/0.02745196968317032) = 1.020748257637024\n",
      "Sequence[561] is 1 and Pathogenic Score: log10(0.8936371803283691/0.08023445308208466) = 1.0468003749847412\n",
      "Sequence[562] is 1 and Pathogenic Score: log10(0.8936371803283691/0.241017147898674) = 0.5691132545471191\n",
      "Sequence[607] is 1 and Pathogenic Score: log10(0.8843004107475281/0.17448647320270538) = 0.7048380374908447\n",
      "Sequence[608] is 1 and Pathogenic Score: log10(0.8843004107475281/0.19752237200737) = 0.6509835720062256\n",
      "Sequence[653] is 1 and Pathogenic Score: log10(0.9742437601089478/0.8765573501586914) = 0.045887306332588196\n",
      "Sequence[672] is 1 and Pathogenic Score: log10(0.8998890519142151/0.10583122819662094) = 0.9295750856399536\n",
      "Sequence[683] is 1 and Pathogenic Score: log10(0.9545803666114807/0.6899948120117188) = 0.14096665382385254\n",
      "Sequence[708] is 1 and Pathogenic Score: log10(0.785489022731781/0.3431227505207062) = 0.3596906363964081\n",
      "Sequence[745] is 1 and Pathogenic Score: log10(0.9461419582366943/0.7552167177200317) = 0.09788471460342407\n",
      "Sequence[746] is 1 and Pathogenic Score: log10(0.9865890741348267/0.9872549772262573) = -0.0002930244372691959\n",
      "Sequence[751] is 1 and Pathogenic Score: log10(0.8212924599647522/0.3654268682003021) = 0.35169732570648193\n",
      "Sequence[752] is 1 and Pathogenic Score: log10(0.909736156463623/0.6495994329452515) = 0.14626982808113098\n",
      "Sequence[769] is 1 and Pathogenic Score: log10(0.8942999839782715/0.026420727372169495) = 1.5295383930206299\n",
      "Sequence[771] is 1 and Pathogenic Score: log10(0.897516667842865/0.0933155044913292) = 0.9830886721611023\n",
      "Sequence[772] is 1 and Pathogenic Score: log10(0.897516667842865/0.06600367277860641) = 1.1334744691848755\n",
      "Sequence[773] is 1 and Pathogenic Score: log10(0.897516667842865/0.6002299785614014) = 0.17472484707832336\n",
      "Sequence[774] is 1 and Pathogenic Score: log10(0.897516667842865/0.5244756937026978) = 0.23331716656684875\n",
      "Sequence[776] is 1 and Pathogenic Score: log10(0.9228241443634033/0.21008610725402832) = 0.6427215933799744\n",
      "Sequence[777] is 1 and Pathogenic Score: log10(0.8915969729423523/0.19362805783748627) = 0.663200318813324\n",
      "Sequence[778] is 1 and Pathogenic Score: log10(0.8915969729423523/0.06581541150808334) = 1.1318409442901611\n",
      "Sequence[779] is 1 and Pathogenic Score: log10(0.8915969729423523/0.00824907049536705) = 2.0337636470794678\n",
      "Sequence[780] is 1 and Pathogenic Score: log10(0.8915969729423523/0.2554493844509125) = 0.5428637266159058\n",
      "Sequence[781] is 1 and Pathogenic Score: log10(0.8915969729423523/0.28394830226898193) = 0.4969292879104614\n",
      "Sequence[784] is 1 and Pathogenic Score: log10(0.9018017053604126/0.05345737561583519) = 1.2271034717559814\n",
      "Sequence[788] is 1 and Pathogenic Score: log10(0.9732506275177002/0.37606051564216614) = 0.4129669666290283\n",
      "Sequence[789] is 1 and Pathogenic Score: log10(0.9732506275177002/0.5300872325897217) = 0.26387736201286316\n",
      "Sequence[793] is 1 and Pathogenic Score: log10(0.9153770804405212/0.045302025973796844) = 1.3054823875427246\n",
      "Sequence[794] is 1 and Pathogenic Score: log10(0.9153770804405212/0.0323149748146534) = 1.4521962404251099\n",
      "Sequence[798] is 1 and Pathogenic Score: log10(0.8147938847541809/0.06585939973592758) = 1.0924299955368042\n",
      "Sequence[799] is 1 and Pathogenic Score: log10(0.8147938847541809/0.04940851405262947) = 1.2172459363937378\n",
      "Sequence[802] is 1 and Pathogenic Score: log10(0.9624367356300354/0.46030518412590027) = 0.3203263282775879\n",
      "Sequence[807] is 1 and Pathogenic Score: log10(0.9619045257568359/0.34460151195526123) = 0.4458147883415222\n",
      "Sequence[810] is 1 and Pathogenic Score: log10(0.7835265398025513/0.02808760665357113) = 1.4455389976501465\n",
      "Sequence[811] is 1 and Pathogenic Score: log10(0.9254553914070129/0.31361016631126404) = 0.4699653387069702\n",
      "Sequence[812] is 1 and Pathogenic Score: log10(0.9254553914070129/0.11699134856462479) = 0.8982017636299133\n",
      "Sequence[813] is 1 and Pathogenic Score: log10(0.9370903372764587/0.10142310708761215) = 0.9656445384025574\n",
      "Sequence[814] is 1 and Pathogenic Score: log10(0.9370903372764587/0.07416651397943497) = 1.1015735864639282\n",
      "Sequence[817] is 1 and Pathogenic Score: log10(0.9635979533195496/0.10872712731361389) = 0.9475579261779785\n",
      "Sequence[818] is 1 and Pathogenic Score: log10(0.9635979533195496/0.8209994435310364) = 0.06955299526453018\n",
      "Sequence[822] is 1 and Pathogenic Score: log10(0.8970292806625366/0.0742734894156456) = 1.0819728374481201\n",
      "Sequence[824] is 1 and Pathogenic Score: log10(0.9446821212768555/0.27943331003189087) = 0.5290075540542603\n",
      "Sequence[826] is 1 and Pathogenic Score: log10(0.9540897607803345/0.47028225660324097) = 0.3072306513786316\n",
      "Sequence[834] is 1 and Pathogenic Score: log10(0.9925369620323181/0.6651988625526428) = 0.1737951934337616\n",
      "Sequence[835] is 1 and Pathogenic Score: log10(0.942952573299408/0.8111657500267029) = 0.06538023054599762\n",
      "Sequence[836] is 1 and Pathogenic Score: log10(0.9169570207595825/0.31927627325057983) = 0.45818233489990234\n",
      "Sequence[837] is 1 and Pathogenic Score: log10(0.9169570207595825/0.18779106438159943) = 0.6886740922927856\n",
      "Sequence[839] is 1 and Pathogenic Score: log10(0.9788615107536316/0.9222269654273987) = 0.025883447378873825\n",
      "Sequence[840] is 1 and Pathogenic Score: log10(0.9788615107536316/0.9341617226600647) = 0.020299172028899193\n",
      "Sequence[841] is 1 and Pathogenic Score: log10(0.9372191429138184/0.7213442921638489) = 0.11369854211807251\n",
      "Sequence[842] is 1 and Pathogenic Score: log10(0.9372191429138184/0.4603232443332672) = 0.30877822637557983\n",
      "Sequence[843] is 1 and Pathogenic Score: log10(0.9372191429138184/0.8361441493034363) = 0.049559999257326126\n",
      "Sequence[844] is 1 and Pathogenic Score: log10(0.9089460968971252/0.21271513402462006) = 0.6307397484779358\n",
      "Sequence[845] is 1 and Pathogenic Score: log10(0.9242587089538574/0.04748024791479111) = 1.2892805337905884\n",
      "Sequence[877] is 1 and Pathogenic Score: log10(0.7630428671836853/0.7999411821365356) = -0.020509127527475357\n",
      "Sequence[879] is 1 and Pathogenic Score: log10(0.985430121421814/0.925889790058136) = 0.027066519483923912\n",
      "Sequence[880] is 1 and Pathogenic Score: log10(0.9210817217826843/0.007926526479423046) = 2.0652153491973877\n",
      "Sequence[884] is 1 and Pathogenic Score: log10(0.8755651116371155/0.06542055308818817) = 1.1265742778778076\n",
      "Sequence[885] is 1 and Pathogenic Score: log10(0.8755651116371155/0.6041433811187744) = 0.16114841401576996\n",
      "Sequence[903] is 1 and Pathogenic Score: log10(0.9417482018470764/0.0862109363079071) = 1.0383723974227905\n",
      "Sequence[907] is 1 and Pathogenic Score: log10(0.9741390943527222/0.11993933469057083) = 0.9096593260765076\n",
      "Sequence[911] is 1 and Pathogenic Score: log10(0.9675836563110352/0.8384142518043518) = 0.06222987174987793\n",
      "Sequence[931] is 1 and Pathogenic Score: log10(0.502897322177887/0.09322164952754974) = 0.7319625616073608\n",
      "Sequence[932] is 1 and Pathogenic Score: log10(0.9169002175331116/0.019741693511605263) = 1.6669377088546753\n",
      "Sequence[952] is 1 and Pathogenic Score: log10(0.920259416103363/0.512833833694458) = 0.2539336085319519\n",
      "Sequence[954] is 1 and Pathogenic Score: log10(0.8941361308097839/0.3897736072540283) = 0.36059123277664185\n",
      "Sequence[990] is 1 and Pathogenic Score: log10(0.9464964866638184/0.7286261916160583) = 0.11361422389745712\n",
      "Sequence[1010] is 1 and Pathogenic Score: log10(0.8841382265090942/0.13740938901901245) = 0.8085037469863892\n",
      "Sequence[1016] is 1 and Pathogenic Score: log10(0.9829166531562805/0.8822878003120422) = 0.04690641537308693\n",
      "Sequence[1021] is 1 and Pathogenic Score: log10(0.43403056263923645/0.43403056263923645) = 0.0\n",
      "Sequence[1030] is 1 and Pathogenic Score: log10(0.8269880414009094/0.46391791105270386) = 0.25105810165405273\n",
      "Sequence[1040] is 1 and Pathogenic Score: log10(0.8217602372169495/0.8773743510246277) = -0.028439808636903763\n",
      "Sequence[1041] is 1 and Pathogenic Score: log10(0.9405658841133118/0.8593251705169678) = 0.03923168405890465\n",
      "Sequence[1048] is 1 and Pathogenic Score: log10(0.82314133644104/0.3905649781227112) = 0.3237811028957367\n",
      "Sequence[1053] is 1 and Pathogenic Score: log10(0.8461510539054871/0.12208349257707596) = 0.8407909274101257\n",
      "Sequence[1056] is 1 and Pathogenic Score: log10(0.8817834854125977/0.2576172947883606) = 0.534386932849884\n",
      "Sequence[1057] is 1 and Pathogenic Score: log10(0.8817834854125977/0.20420855283737183) = 0.6352880597114563\n",
      "Sequence[1060] is 1 and Pathogenic Score: log10(0.8418964147567749/0.6775692701339722) = 0.09430496394634247\n",
      "Sequence[1061] is 1 and Pathogenic Score: log10(0.8418964147567749/0.0434551015496254) = 1.2872178554534912\n",
      "Sequence[1065] is 1 and Pathogenic Score: log10(0.9250062704086304/0.6956452131271362) = 0.12375685572624207\n",
      "Sequence[1066] is 1 and Pathogenic Score: log10(0.9250062704086304/0.8376237154006958) = 0.04309570789337158\n",
      "Sequence[1071] is 1 and Pathogenic Score: log10(0.7678622007369995/0.03768318518996239) = 1.3091356754302979\n",
      "Sequence[1084] is 1 and Pathogenic Score: log10(0.9669487476348877/0.7637172341346741) = 0.10247084498405457\n",
      "Sequence[1085] is 1 and Pathogenic Score: log10(0.9669487476348877/0.6662515997886658) = 0.1617651879787445\n",
      "Sequence[1086] is 1 and Pathogenic Score: log10(0.9669487476348877/0.7523837089538574) = 0.10896407067775726\n",
      "Sequence[1089] is 1 and Pathogenic Score: log10(0.4919961392879486/0.026234768331050873) = 1.2730844020843506\n",
      "Sequence[1108] is 1 and Pathogenic Score: log10(0.8987267017364502/0.8353846073150635) = 0.0317411907017231\n",
      "Sequence[1110] is 1 and Pathogenic Score: log10(0.9062376618385315/0.2881357669830322) = 0.49764493107795715\n",
      "Sequence[1123] is 1 and Pathogenic Score: log10(0.9060400724411011/0.07255545258522034) = 1.0964773893356323\n",
      "Sequence[1204] is 1 and Pathogenic Score: log10(0.8777415752410889/0.42065122723579407) = 0.31944453716278076\n",
      "Sequence[1220] is 1 and Pathogenic Score: log10(0.9903138279914856/0.38544929027557373) = 0.409805566072464\n",
      "Sequence[1225] is 1 and Pathogenic Score: log10(0.9606910347938538/0.5899368524551392) = 0.21177822351455688\n",
      "Sequence[1255] is 1 and Pathogenic Score: log10(0.9752612113952637/0.7619572877883911) = 0.10719034075737\n",
      "Sequence[1256] is 1 and Pathogenic Score: log10(0.9488567113876343/0.357913613319397) = 0.4234224259853363\n",
      "Sequence[1257] is 1 and Pathogenic Score: log10(0.7510254979133606/0.025980332866311073) = 1.4610099792480469\n",
      "Sequence[1277] is 1 and Pathogenic Score: log10(0.8914541006088257/0.5218100547790527) = 0.23258653283119202\n",
      "Sequence[1285] is 1 and Pathogenic Score: log10(0.9918276071548462/0.9798145890235901) = 0.005292314570397139\n",
      "Sequence[1287] is 1 and Pathogenic Score: log10(0.9979488253593445/0.9977079629898071) = 0.00010482552170287818\n",
      "Sequence[1305] is 1 and Pathogenic Score: log10(0.6226801872253418/0.37465953826904297) = 0.2206282615661621\n",
      "Sequence[1306] is 1 and Pathogenic Score: log10(0.7307068109512329/0.7035877108573914) = 0.01642492599785328\n",
      "Sequence[1315] is 1 and Pathogenic Score: log10(0.9678575396537781/0.17989405989646912) = 0.7307946085929871\n",
      "Sequence[1342] is 1 and Pathogenic Score: log10(0.9425642490386963/0.9425642490386963) = 0.0\n",
      "Sequence[1398] is 1 and Pathogenic Score: log10(0.3974948823451996/0.0016148793511092663) = 2.3911914825439453\n",
      "Sequence[1418] is 1 and Pathogenic Score: log10(0.7709895968437195/0.018030785024166107) = 1.6310338973999023\n",
      "Sequence[1419] is 1 and Pathogenic Score: log10(0.9562374353408813/0.6485202312469482) = 0.16864219307899475\n",
      "Sequence[1420] is 1 and Pathogenic Score: log10(0.9562374353408813/0.6472393274307251) = 0.16950084269046783\n",
      "Sequence[1426] is 1 and Pathogenic Score: log10(0.9298611879348755/0.5867029428482056) = 0.1999998390674591\n",
      "Sequence[1475] is 1 and Pathogenic Score: log10(0.9080708622932434/0.8943400382995605) = 0.006617041304707527\n",
      "Sequence[1481] is 1 and Pathogenic Score: log10(0.8429011702537537/0.0637349933385849) = 1.121398687362671\n",
      "Sequence[1484] is 1 and Pathogenic Score: log10(0.8314687013626099/0.09608308225870132) = 0.9371989369392395\n",
      "Sequence[1495] is 1 and Pathogenic Score: log10(0.7375394105911255/0.02428210712969303) = 1.4824988842010498\n",
      "Sequence[1497] is 1 and Pathogenic Score: log10(0.9077243804931641/0.6192002296447754) = 0.1661228984594345\n",
      "Sequence[1545] is 1 and Pathogenic Score: log10(0.893369197845459/0.028308389708399773) = 1.4991158246994019\n",
      "Sequence[1546] is 1 and Pathogenic Score: log10(0.893369197845459/0.059018366038799286) = 1.1800438165664673\n",
      "Sequence[1547] is 1 and Pathogenic Score: log10(0.9429237246513367/0.8871023058891296) = 0.026502856984734535\n",
      "Sequence[1548] is 1 and Pathogenic Score: log10(0.9429237246513367/0.017923695966601372) = 1.7210489511489868\n",
      "Sequence[1550] is 1 and Pathogenic Score: log10(0.892079770565033/0.10093484818935394) = 0.9463625550270081\n",
      "Sequence[1554] is 1 and Pathogenic Score: log10(0.6142051815986633/0.010106035508215427) = 1.7837326526641846\n",
      "Sequence[1564] is 1 and Pathogenic Score: log10(0.7643334269523621/0.024337682873010635) = 1.4970036745071411\n",
      "Sequence[1565] is 1 and Pathogenic Score: log10(0.9706577658653259/0.8493291139602661) = 0.05799010768532753\n",
      "Sequence[1575] is 1 and Pathogenic Score: log10(0.7971090078353882/0.0527699813246727) = 1.1791307926177979\n",
      "Sequence[1580] is 1 and Pathogenic Score: log10(0.9389343857765198/0.09912388026714325) = 0.9764569401741028\n",
      "Sequence[1591] is 1 and Pathogenic Score: log10(0.885219931602478/0.5258891582489014) = 0.22615697979927063\n",
      "Sequence[1592] is 1 and Pathogenic Score: log10(0.72791588306427/0.7060720920562744) = 0.013232158496975899\n",
      "Sequence[1599] is 1 and Pathogenic Score: log10(0.857221782207489/0.1390487402677536) = 0.7899261116981506\n",
      "Sequence[1611] is 1 and Pathogenic Score: log10(0.9153894782066345/0.25430765748023987) = 0.5562464594841003\n",
      "Sequence[1641] is 1 and Pathogenic Score: log10(0.8042506575584412/0.031102599576115608) = 1.4125946760177612\n",
      "Sequence[1642] is 1 and Pathogenic Score: log10(0.8042506575584412/0.041538555175065994) = 1.2869399785995483\n",
      "Sequence[1643] is 1 and Pathogenic Score: log10(0.8042506575584412/0.03332287818193436) = 1.3826489448547363\n",
      "Sequence[1652] is 1 and Pathogenic Score: log10(0.8847838044166565/0.3620656728744507) = 0.38804981112480164\n",
      "Sequence[1653] is 1 and Pathogenic Score: log10(0.8847838044166565/0.21374082565307617) = 0.6169496774673462\n",
      "Sequence[1654] is 1 and Pathogenic Score: log10(0.8847838044166565/0.2911776602268219) = 0.4826791286468506\n",
      "Sequence[1660] is 1 and Pathogenic Score: log10(0.9884794354438782/0.9000119566917419) = 0.040719375014305115\n",
      "Sequence[1663] is 1 and Pathogenic Score: log10(0.9429108500480652/0.8053821325302124) = 0.06846863776445389\n",
      "Sequence[1664] is 1 and Pathogenic Score: log10(0.9429108500480652/0.7181763052940369) = 0.11823955923318863\n",
      "Sequence[1685] is 1 and Pathogenic Score: log10(0.7168532609939575/0.056886255741119385) = 1.1004228591918945\n",
      "Sequence[1739] is 1 and Pathogenic Score: log10(0.7638059854507446/0.0839620903134346) = 0.9588997960090637\n",
      "Sequence[1748] is 1 and Pathogenic Score: log10(0.9672127366065979/0.7569528818130493) = 0.10645315051078796\n",
      "Sequence[1765] is 1 and Pathogenic Score: log10(0.8682782649993896/0.49676766991615295) = 0.24250559508800507\n",
      "Sequence[1798] is 1 and Pathogenic Score: log10(0.9762945771217346/0.49650806188583374) = 0.29365456104278564\n",
      "Sequence[1800] is 1 and Pathogenic Score: log10(0.9521170258522034/0.48183736205101013) = 0.2957898676395416\n",
      "Sequence[1824] is 1 and Pathogenic Score: log10(0.7786945700645447/0.02806652896106243) = 1.443178415298462\n",
      "Sequence[1852] is 1 and Pathogenic Score: log10(0.9097409844398499/0.0857977643609047) = 1.0254417657852173\n",
      "Sequence[1889] is 1 and Pathogenic Score: log10(0.9560577273368835/0.9130316376686096) = 0.019998272880911827\n",
      "Sequence[1929] is 1 and Pathogenic Score: log10(0.746342658996582/0.088886559009552) = 0.9241021871566772\n",
      "Sequence[1935] is 1 and Pathogenic Score: log10(0.9430327415466309/0.009441845118999481) = 1.9994698762893677\n",
      "Sequence[1959] is 1 and Pathogenic Score: log10(0.9787424802780151/0.8701276183128357) = 0.051085468381643295\n",
      "Sequence[2007] is 1 and Pathogenic Score: log10(0.9461071491241455/0.026208387687802315) = 1.5575000047683716\n",
      "Sequence[2040] is 1 and Pathogenic Score: log10(0.9766024947166443/0.10697362571954727) = 0.9604411125183105\n",
      "Sequence[2090] is 1 and Pathogenic Score: log10(0.693284273147583/0.028073865920305252) = 1.3926091194152832\n",
      "Sequence[2095] is 1 and Pathogenic Score: log10(0.9315283894538879/0.7683001160621643) = 0.08366521447896957\n",
      "Sequence[2099] is 1 and Pathogenic Score: log10(0.8805553317070007/0.580084502696991) = 0.18126539885997772\n",
      "Sequence[2103] is 1 and Pathogenic Score: log10(0.9406740069389343/0.20086795091629028) = 0.6705284714698792\n",
      "Sequence[2116] is 1 and Pathogenic Score: log10(0.9961211085319519/0.9613046646118164) = 0.015451101586222649\n",
      "Sequence[2118] is 1 and Pathogenic Score: log10(0.7790276408195496/0.038478437811136246) = 1.30633544921875\n",
      "Sequence[2119] is 1 and Pathogenic Score: log10(0.9792125225067139/0.9137422442436218) = 0.030053269118070602\n",
      "Sequence[2120] is 1 and Pathogenic Score: log10(0.7999907732009888/0.007390686776489019) = 2.034400224685669\n",
      "Sequence[2123] is 1 and Pathogenic Score: log10(0.9208508729934692/0.10860002785921097) = 0.9283593893051147\n",
      "Sequence[2124] is 1 and Pathogenic Score: log10(0.9208508729934692/0.6723651885986328) = 0.1365840882062912\n",
      "Sequence[2145] is 1 and Pathogenic Score: log10(0.7077515125274658/0.003473343327641487) = 2.3091330528259277\n",
      "Sequence[2146] is 1 and Pathogenic Score: log10(0.7077515125274658/0.08208469301462173) = 0.9356186389923096\n",
      "Sequence[2149] is 1 and Pathogenic Score: log10(0.7674812078475952/0.27516046166419983) = 0.44548171758651733\n",
      "Sequence[2150] is 1 and Pathogenic Score: log10(0.7674812078475952/0.07363802194595337) = 1.0179656744003296\n",
      "Sequence[2155] is 1 and Pathogenic Score: log10(0.9401271343231201/0.7679445743560791) = 0.08785669505596161\n",
      "Sequence[2156] is 1 and Pathogenic Score: log10(0.9401271343231201/0.7856855392456055) = 0.07793781906366348\n",
      "Sequence[2159] is 1 and Pathogenic Score: log10(0.9248765110969543/0.0703396424651146) = 1.1188836097717285\n",
      "Sequence[2161] is 1 and Pathogenic Score: log10(0.9578609466552734/0.5836839079856873) = 0.21512474119663239\n",
      "Sequence[2162] is 1 and Pathogenic Score: log10(0.8224242329597473/0.0781707838177681) = 1.022051453590393\n",
      "Sequence[2163] is 1 and Pathogenic Score: log10(0.8224242329597473/0.04519619047641754) = 1.2599940299987793\n",
      "Sequence[2216] is 1 and Pathogenic Score: log10(0.965298056602478/0.8391057252883911) = 0.060844749212265015\n",
      "Sequence[2222] is 1 and Pathogenic Score: log10(0.9812090396881104/0.70143723487854) = 0.14577272534370422\n",
      "Sequence[2257] is 1 and Pathogenic Score: log10(0.8775320649147034/0.3802625834941864) = 0.36317938566207886\n",
      "Sequence[2309] is 1 and Pathogenic Score: log10(0.37758544087409973/0.8968818783760071) = -0.3757200241088867\n",
      "Sequence[2315] is 1 and Pathogenic Score: log10(0.9818129539489746/0.6667848229408264) = 0.16804306209087372\n",
      "Sequence[2317] is 1 and Pathogenic Score: log10(0.816470742225647/0.020632172003388405) = 1.597395658493042\n",
      "Sequence[2320] is 1 and Pathogenic Score: log10(0.6427903175354004/0.05894646421074867) = 1.0376116037368774\n",
      "Sequence[2330] is 1 and Pathogenic Score: log10(0.7510787844657898/0.07724098116159439) = 0.9878377318382263\n",
      "Sequence[2332] is 1 and Pathogenic Score: log10(0.9438837170600891/0.731280505657196) = 0.11083447933197021\n",
      "Sequence[2336] is 1 and Pathogenic Score: log10(0.8138952255249023/0.4695594608783722) = 0.23887790739536285\n",
      "Sequence[2338] is 1 and Pathogenic Score: log10(0.5300436019897461/0.015609491616487503) = 1.5309228897094727\n",
      "Sequence[2342] is 1 and Pathogenic Score: log10(0.8787578344345093/0.232371523976326) = 0.5776863098144531\n",
      "Sequence[2355] is 1 and Pathogenic Score: log10(0.9770351648330688/0.9021421074867249) = 0.03463522344827652\n",
      "Sequence[2444] is 1 and Pathogenic Score: log10(0.8859533667564392/0.032081495970487595) = 1.441156268119812\n",
      "Sequence[2445] is 1 and Pathogenic Score: log10(0.9418001174926758/0.6983682513237) = 0.12987425923347473\n",
      "Sequence[2489] is 1 and Pathogenic Score: log10(0.972087562084198/0.7116758227348328) = 0.13542316854000092\n",
      "Sequence[2499] is 1 and Pathogenic Score: log10(0.9634479284286499/0.5094295144081116) = 0.27674415707588196\n",
      "Sequence[2514] is 1 and Pathogenic Score: log10(0.8229627013206482/0.4430180490016937) = 0.2689587473869324\n",
      "Sequence[2515] is 1 and Pathogenic Score: log10(0.8229627013206482/0.1226663663983345) = 0.8266546726226807\n",
      "Sequence[2516] is 1 and Pathogenic Score: log10(0.8229627013206482/0.8125573396682739) = 0.005526137072592974\n",
      "Sequence[2662] is 1 and Pathogenic Score: log10(0.9979338645935059/0.9881823658943176) = 0.004264673218131065\n",
      "Sequence[2671] is 1 and Pathogenic Score: log10(0.988258957862854/0.915258526802063) = 0.033326976001262665\n",
      "Sequence[2769] is 1 and Pathogenic Score: log10(0.3936578333377838/0.0059729162603616714) = 1.8189325332641602\n",
      "Sequence[2770] is 1 and Pathogenic Score: log10(0.988947868347168/0.8439604043960571) = 0.06885133683681488\n",
      "Sequence[2772] is 1 and Pathogenic Score: log10(0.9724001288414001/0.45417192578315735) = 0.33062469959259033\n",
      "Sequence[2779] is 1 and Pathogenic Score: log10(0.9212802648544312/0.024361496791243553) = 1.5776877403259277\n",
      "Sequence[2808] is 1 and Pathogenic Score: log10(0.9859321117401123/0.8119092583656311) = 0.08433952182531357\n",
      "Sequence[2826] is 1 and Pathogenic Score: log10(0.9712452292442322/0.8094123005867004) = 0.07915908843278885\n",
      "Sequence[2885] is 1 and Pathogenic Score: log10(0.9072421789169312/0.12825429439544678) = 0.8496513366699219\n",
      "Sequence[2889] is 1 and Pathogenic Score: log10(0.9560185670852661/0.6519545316696167) = 0.16624903678894043\n",
      "Sequence[2890] is 1 and Pathogenic Score: log10(0.9560185670852661/0.5855278968811035) = 0.2129187434911728\n",
      "Sequence[2955] is 1 and Pathogenic Score: log10(0.8944072723388672/0.06341356784105301) = 1.1493531465530396\n",
      "Sequence[2958] is 1 and Pathogenic Score: log10(0.9116876125335693/0.4795799255371094) = 0.27898505330085754\n",
      "Sequence[2959] is 1 and Pathogenic Score: log10(0.9116876125335693/0.5085530281066895) = 0.2535097897052765\n",
      "Sequence[2965] is 1 and Pathogenic Score: log10(0.9410913586616516/0.7212156653404236) = 0.11556661128997803\n",
      "Sequence[2966] is 1 and Pathogenic Score: log10(0.9410913586616516/0.12647219002246857) = 0.8716367483139038\n",
      "Sequence[2980] is 1 and Pathogenic Score: log10(0.9282081723213196/0.588109016418457) = 0.19818755984306335\n",
      "Sequence[2990] is 1 and Pathogenic Score: log10(0.7599749565124512/0.15860724449157715) = 0.6804762482643127\n",
      "Sequence[2991] is 1 and Pathogenic Score: log10(0.9491634368896484/0.4119327664375305) = 0.3625146746635437\n",
      "Sequence[3000] is 1 and Pathogenic Score: log10(0.9941073656082153/0.18011683225631714) = 0.7418789863586426\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[3043] is 1 and Pathogenic Score: log10(0.41651320457458496/0.051489751785993576) = 0.9079079627990723\n",
      "Sequence[3075] is 1 and Pathogenic Score: log10(0.9476918578147888/0.711859405040741) = 0.1242729052901268\n",
      "Sequence[3076] is 1 and Pathogenic Score: log10(0.9476918578147888/0.6496093273162842) = 0.16401490569114685\n",
      "Sequence[3080] is 1 and Pathogenic Score: log10(0.9866111278533936/0.8838309049606323) = 0.04777683690190315\n",
      "Sequence[3083] is 1 and Pathogenic Score: log10(0.8726716041564941/0.3285672068595886) = 0.4242266118526459\n",
      "Sequence[3085] is 1 and Pathogenic Score: log10(0.979756772518158/0.8696993589401245) = 0.05174912512302399\n",
      "Sequence[3086] is 1 and Pathogenic Score: log10(0.979756772518158/0.8870836496353149) = 0.04315369576215744\n",
      "Sequence[3138] is 1 and Pathogenic Score: log10(0.9178627133369446/0.14377331733703613) = 0.8050994277000427\n",
      "Sequence[3153] is 1 and Pathogenic Score: log10(0.8715282082557678/0.2976866662502289) = 0.4665220379829407\n",
      "Sequence[3154] is 1 and Pathogenic Score: log10(0.9245756268501282/0.947607159614563) = -0.01068588811904192\n",
      "Sequence[3162] is 1 and Pathogenic Score: log10(0.9589961767196655/0.7325842380523682) = 0.11695931106805801\n",
      "Sequence[3173] is 1 and Pathogenic Score: log10(0.9619700908660889/0.7452309131622314) = 0.11087069660425186\n",
      "Sequence[3186] is 1 and Pathogenic Score: log10(0.8992155194282532/0.8734363913536072) = 0.012632489204406738\n",
      "Sequence[3194] is 1 and Pathogenic Score: log10(0.8574491143226624/0.16739186644554138) = 0.7094740271568298\n",
      "Sequence[3199] is 1 and Pathogenic Score: log10(0.7622376680374146/0.023285958915948868) = 1.5149962902069092\n",
      "Sequence[3223] is 1 and Pathogenic Score: log10(0.8678988814353943/0.02856582961976528) = 1.4826222658157349\n",
      "Sequence[3227] is 1 and Pathogenic Score: log10(0.9175596833229065/0.08237896859645844) = 1.0468180179595947\n",
      "Sequence[3250] is 1 and Pathogenic Score: log10(0.9246494770050049/0.21305617690086365) = 0.6374830007553101\n",
      "Sequence[3254] is 1 and Pathogenic Score: log10(0.8946579098701477/0.5103820562362671) = 0.2437615990638733\n",
      "Sequence[3307] is 1 and Pathogenic Score: log10(0.8083977103233337/0.03344900906085968) = 1.3832417726516724\n",
      "Sequence[3380] is 1 and Pathogenic Score: log10(0.8051207661628723/0.06780439615249634) = 1.0746031999588013\n",
      "Sequence[3434] is 1 and Pathogenic Score: log10(0.9383347034454346/0.1719045639038086) = 0.7370703816413879\n",
      "Sequence[3435] is 1 and Pathogenic Score: log10(0.8869415521621704/0.5132964253425598) = 0.2375267595052719\n",
      "Sequence[3532] is 1 and Pathogenic Score: log10(0.8431822657585144/0.06473209708929062) = 1.1148017644882202\n",
      "Sequence[3537] is 1 and Pathogenic Score: log10(0.9726607799530029/0.3872338831424713) = 0.3999880254268646\n",
      "Sequence[3559] is 1 and Pathogenic Score: log10(0.9079596996307373/0.9298416376113892) = -0.010342422872781754\n",
      "Sequence[3573] is 1 and Pathogenic Score: log10(0.9434332847595215/0.5166959166526794) = 0.26147615909576416\n",
      "Sequence[3617] is 1 and Pathogenic Score: log10(0.9899196624755859/0.8522436022758484) = 0.06503618508577347\n",
      "Sequence[3705] is 1 and Pathogenic Score: log10(0.8387278318405151/0.05223235487937927) = 1.2056814432144165\n",
      "Sequence[3731] is 1 and Pathogenic Score: log10(0.5440203547477722/0.3031097650527954) = 0.2540152370929718\n",
      "Sequence[3734] is 1 and Pathogenic Score: log10(0.8312754034996033/0.36084601283073425) = 0.36242303252220154\n",
      "Sequence[3789] is 1 and Pathogenic Score: log10(0.912163257598877/0.325652539730072) = 0.44731810688972473\n",
      "Sequence[3790] is 1 and Pathogenic Score: log10(0.912163257598877/0.5470197200775146) = 0.2220696061849594\n",
      "Sequence[3798] is 1 and Pathogenic Score: log10(0.7776630520820618/0.039982687681913376) = 1.288919448852539\n",
      "Sequence[3799] is 1 and Pathogenic Score: log10(0.7776630520820618/0.013766330666840076) = 1.751973271369934\n",
      "Sequence[3805] is 1 and Pathogenic Score: log10(0.9428086876869202/0.3952813446521759) = 0.3775172531604767\n",
      "Sequence[3825] is 1 and Pathogenic Score: log10(0.7981765270233154/0.632447361946106) = 0.10107456147670746\n",
      "Sequence[3826] is 1 and Pathogenic Score: log10(0.7981765270233154/0.06501542776823044) = 1.0890824794769287\n",
      "Sequence[3830] is 1 and Pathogenic Score: log10(0.8636060357093811/0.054500170052051544) = 1.1999177932739258\n",
      "Sequence[3831] is 1 and Pathogenic Score: log10(0.6163733005523682/0.01064554788172245) = 1.7626757621765137\n",
      "Sequence[3832] is 1 and Pathogenic Score: log10(0.7935569286346436/0.12394662946462631) = 0.8063433766365051\n",
      "Sequence[3833] is 1 and Pathogenic Score: log10(0.7935569286346436/0.07226463407278061) = 1.0406522750854492\n",
      "Sequence[3834] is 1 and Pathogenic Score: log10(0.9658908843994141/0.8387026190757751) = 0.06132008880376816\n",
      "Sequence[3838] is 1 and Pathogenic Score: log10(0.9848029017448425/0.272296279668808) = 0.5583075881004333\n",
      "Sequence[3839] is 1 and Pathogenic Score: log10(0.7886872291564941/0.010664171539247036) = 1.868977665901184\n",
      "Sequence[3847] is 1 and Pathogenic Score: log10(0.8863623738288879/0.46863773465156555) = 0.2767740488052368\n",
      "Sequence[3880] is 1 and Pathogenic Score: log10(0.9966386556625366/0.964300811290741) = 0.014325190335512161\n",
      "Sequence[3889] is 1 and Pathogenic Score: log10(0.8107346892356873/0.0697849839925766) = 1.0651167631149292\n",
      "Sequence[3912] is 1 and Pathogenic Score: log10(0.9502550363540649/0.6038573384284973) = 0.19690583646297455\n",
      "Sequence[3913] is 1 and Pathogenic Score: log10(0.8469870686531067/0.060232412070035934) = 1.1480464935302734\n",
      "Sequence[3941] is 1 and Pathogenic Score: log10(0.943214476108551/0.08302100747823715) = 1.0554224252700806\n",
      "Sequence[3961] is 1 and Pathogenic Score: log10(0.9793021082878113/0.9283661842346191) = 0.023197375237941742\n",
      "Sequence[3962] is 1 and Pathogenic Score: log10(0.8910800218582153/0.0838841050863266) = 1.0262370109558105\n",
      "Sequence[3969] is 1 and Pathogenic Score: log10(0.9231055378913879/0.38921740651130676) = 0.3750590980052948\n",
      "Sequence[3974] is 1 and Pathogenic Score: log10(0.9959555864334106/0.9892276525497437) = 0.0029437451157718897\n",
      "Sequence[4013] is 1 and Pathogenic Score: log10(0.9810214042663574/0.9770135283470154) = 0.0017778801266103983\n",
      "Sequence[4062] is 1 and Pathogenic Score: log10(0.9303142428398132/0.1592625081539154) = 0.7665160894393921\n",
      "Sequence[4080] is 1 and Pathogenic Score: log10(0.9627577066421509/0.7897174954414368) = 0.08604523539543152\n",
      "Sequence[4087] is 1 and Pathogenic Score: log10(0.8617773652076721/0.6059393286705017) = 0.1529659479856491\n",
      "Sequence[4091] is 1 and Pathogenic Score: log10(0.9165168404579163/0.24007819592952728) = 0.5817877650260925\n",
      "Sequence[4092] is 1 and Pathogenic Score: log10(0.9165168404579163/0.040949497371912) = 1.3498919010162354\n",
      "Sequence[4158] is 1 and Pathogenic Score: log10(0.9945106506347656/0.7440811991691589) = 0.1259891241788864\n",
      "Sequence[4163] is 1 and Pathogenic Score: log10(0.728040874004364/0.0091513367369771) = 1.9006712436676025\n",
      "Sequence[4195] is 1 and Pathogenic Score: log10(0.7674795389175415/0.1373884677886963) = 0.7471165657043457\n",
      "Sequence[4210] is 1 and Pathogenic Score: log10(0.5636433959007263/0.023190822452306747) = 1.385688304901123\n",
      "Sequence[4219] is 1 and Pathogenic Score: log10(0.9257338643074036/0.20263932645320892) = 0.659762442111969\n",
      "Sequence[4238] is 1 and Pathogenic Score: log10(0.9658087491989136/0.022042684257030487) = 1.6416267156600952\n",
      "Sequence[4308] is 1 and Pathogenic Score: log10(0.921335756778717/0.011710859835147858) = 1.895829200744629\n",
      "Sequence[4335] is 1 and Pathogenic Score: log10(0.9630011916160583/0.38206538558006287) = 0.40148910880088806\n",
      "Sequence[4371] is 1 and Pathogenic Score: log10(0.9689239263534546/0.9203092455863953) = 0.022355882450938225\n",
      "Sequence[4389] is 1 and Pathogenic Score: log10(0.9938697814941406/0.959385871887207) = 0.015336173586547375\n",
      "Sequence[4401] is 1 and Pathogenic Score: log10(0.5742371678352356/0.07666857540607452) = 0.8744738698005676\n",
      "Sequence[4411] is 1 and Pathogenic Score: log10(0.935271143913269/0.4294285178184509) = 0.3380466401576996\n",
      "Sequence[4465] is 1 and Pathogenic Score: log10(0.8379295468330383/0.055074505507946014) = 1.1822569370269775\n",
      "Sequence[4490] is 1 and Pathogenic Score: log10(0.7631660103797913/0.05926905572414398) = 1.1097910404205322\n",
      "Sequence[4498] is 1 and Pathogenic Score: log10(0.988254189491272/0.9845798015594482) = 0.0016177553916350007\n",
      "Sequence[4532] is 1 and Pathogenic Score: log10(0.8891134858131409/0.5913712978363037) = 0.17709694802761078\n",
      "Sequence[4557] is 1 and Pathogenic Score: log10(0.8777057528495789/0.011092332191765308) = 1.89832603931427\n",
      "Sequence[4616] is 1 and Pathogenic Score: log10(0.9480105638504028/0.7707635164260864) = 0.08989202976226807\n",
      "Sequence[4617] is 1 and Pathogenic Score: log10(0.9480105638504028/0.5794248580932617) = 0.2138160616159439\n",
      "Sequence[4618] is 1 and Pathogenic Score: log10(0.9467110633850098/0.4820193350315094) = 0.29315298795700073\n",
      "Sequence[4620] is 1 and Pathogenic Score: log10(0.8278714418411255/0.061555031687021255) = 1.1286993026733398\n",
      "Sequence[4623] is 1 and Pathogenic Score: log10(0.8722637891769409/0.8663141131401062) = 0.0029724377673119307\n",
      "Sequence[4633] is 1 and Pathogenic Score: log10(0.9052817821502686/0.4417426586151123) = 0.31161442399024963\n",
      "Sequence[4640] is 1 and Pathogenic Score: log10(0.8481445908546448/0.3483196794986725) = 0.38649189472198486\n",
      "Sequence[4676] is 1 and Pathogenic Score: log10(0.0014547331957146525/0.007264269981533289) = -0.6984086632728577\n",
      "Sequence[4689] is 1 and Pathogenic Score: log10(0.8921034932136536/0.2616197168827057) = 0.5327447652816772\n",
      "Sequence[4692] is 1 and Pathogenic Score: log10(0.9197282791137695/0.47850367426872253) = 0.2837742567062378\n",
      "Sequence[4701] is 1 and Pathogenic Score: log10(0.9346535205841064/0.5034827589988708) = 0.26866602897644043\n",
      "Sequence[4705] is 1 and Pathogenic Score: log10(0.96014004945755/0.7752557396888733) = 0.09288961440324783\n",
      "Sequence[4709] is 1 and Pathogenic Score: log10(0.9156347513198853/0.06921535730361938) = 1.1215198040008545\n",
      "Sequence[4710] is 1 and Pathogenic Score: log10(0.9156347513198853/0.6295896768569946) = 0.16266466677188873\n",
      "Sequence[4733] is 1 and Pathogenic Score: log10(0.9425411820411682/0.6836966872215271) = 0.13943684101104736\n",
      "Sequence[4742] is 1 and Pathogenic Score: log10(0.9429925680160522/0.33209681510925293) = 0.45324355363845825\n",
      "Sequence[4765] is 1 and Pathogenic Score: log10(0.8974782228469849/0.1595553755760193) = 0.7501124739646912\n",
      "Sequence[4782] is 1 and Pathogenic Score: log10(0.9610002636909485/0.4697999060153961) = 0.31081056594848633\n",
      "Sequence[4800] is 1 and Pathogenic Score: log10(0.9875934720039368/0.3363424241542816) = 0.46779656410217285\n",
      "Sequence[4803] is 1 and Pathogenic Score: log10(0.9546647667884827/0.9693711996078491) = -0.0066392202861607075\n",
      "Sequence[4804] is 1 and Pathogenic Score: log10(0.9546647667884827/0.9785314798355103) = -0.010723908431828022\n",
      "Sequence[4811] is 1 and Pathogenic Score: log10(0.9166077375411987/0.7251555919647217) = 0.10175233334302902\n",
      "Sequence[4823] is 1 and Pathogenic Score: log10(0.9500461220741272/0.9578531980514526) = -0.003554255235940218\n",
      "Sequence[4824] is 1 and Pathogenic Score: log10(0.9500461220741272/0.9502679109573364) = -0.00010138128709513694\n",
      "Sequence[4825] is 1 and Pathogenic Score: log10(0.9500461220741272/0.9524705410003662) = -0.0011068695457652211\n",
      "Sequence[4837] is 1 and Pathogenic Score: log10(0.7724898457527161/0.7358236312866211) = 0.02111906185746193\n",
      "Sequence[4865] is 1 and Pathogenic Score: log10(0.9227738976478577/0.5896996855735779) = 0.19446440041065216\n",
      "Sequence[4873] is 1 and Pathogenic Score: log10(0.8654719591140747/0.48621851205825806) = 0.2504214942455292\n",
      "Sequence[4900] is 1 and Pathogenic Score: log10(0.9498094916343689/0.3971063196659088) = 0.3787297010421753\n",
      "Sequence[4901] is 1 and Pathogenic Score: log10(0.9498094916343689/0.3635483384132385) = 0.4170743227005005\n",
      "Sequence[4902] is 1 and Pathogenic Score: log10(0.9498094916343689/0.23954251408576965) = 0.5982539057731628\n",
      "Sequence[4911] is 1 and Pathogenic Score: log10(0.969241738319397/0.3422143757343292) = 0.4521338641643524\n",
      "Sequence[4914] is 1 and Pathogenic Score: log10(0.510567843914032/0.610363245010376) = -0.07753492891788483\n",
      "Sequence[4920] is 1 and Pathogenic Score: log10(0.9112775921821594/0.1369052678346634) = 0.823230504989624\n",
      "Sequence[4938] is 1 and Pathogenic Score: log10(0.7494485378265381/0.2346683293581009) = 0.5042873024940491\n",
      "Sequence[5007] is 1 and Pathogenic Score: log10(0.9530636668205261/0.09410800784826279) = 1.005495309829712\n",
      "Sequence[5009] is 1 and Pathogenic Score: log10(0.7902727723121643/0.035892706364393234) = 1.3427708148956299\n",
      "Sequence[5086] is 1 and Pathogenic Score: log10(0.9808143377304077/0.7490161657333374) = 0.11709561198949814\n",
      "Sequence[5089] is 1 and Pathogenic Score: log10(0.8680927157402039/0.14178170263767242) = 0.7869459390640259\n",
      "Sequence[5093] is 1 and Pathogenic Score: log10(0.9272786974906921/0.5214126706123352) = 0.25002869963645935\n",
      "Sequence[5190] is 1 and Pathogenic Score: log10(0.9141994118690491/0.009852437302470207) = 1.9674972295761108\n",
      "Sequence[5191] is 1 and Pathogenic Score: log10(0.9487804174423218/0.10411243140697479) = 0.9596631526947021\n",
      "Sequence[5192] is 1 and Pathogenic Score: log10(0.9487804174423218/0.21103976666927338) = 0.6528013944625854\n",
      "Sequence[5196] is 1 and Pathogenic Score: log10(0.988996148109436/0.973409116268158) = 0.006899174302816391\n",
      "Sequence[5199] is 1 and Pathogenic Score: log10(0.9496214389801025/0.06601834297180176) = 1.1578859090805054\n",
      "Sequence[5203] is 1 and Pathogenic Score: log10(0.9848200082778931/0.920928418636322) = 0.029131010174751282\n",
      "Sequence[5204] is 1 and Pathogenic Score: log10(0.9369692802429199/0.0724043920636177) = 1.1119604110717773\n",
      "Sequence[5205] is 1 and Pathogenic Score: log10(0.51725834608078/0.030175823718309402) = 1.2340483665466309\n",
      "Sequence[5206] is 1 and Pathogenic Score: log10(0.51725834608078/0.5225341320037842) = -0.004407162312418222\n",
      "Sequence[5213] is 1 and Pathogenic Score: log10(0.9884136319160461/0.6693206429481506) = 0.1693044900894165\n",
      "Sequence[5223] is 1 and Pathogenic Score: log10(0.9631523489952087/0.8663908839225769) = 0.04598110914230347\n",
      "Sequence[5256] is 1 and Pathogenic Score: log10(0.8617887496948242/0.4627359211444855) = 0.27006760239601135\n",
      "Sequence[5328] is 1 and Pathogenic Score: log10(0.9609978795051575/0.831778883934021) = 0.06271454691886902\n",
      "Sequence[5334] is 1 and Pathogenic Score: log10(0.9831368327140808/0.5403581261634827) = 0.259932279586792\n",
      "Sequence[5484] is 1 and Pathogenic Score: log10(0.9440081119537354/0.6833198666572571) = 0.14035168290138245\n",
      "Sequence[5545] is 1 and Pathogenic Score: log10(0.9402230381965637/0.6379768252372742) = 0.16842599213123322\n",
      "Sequence[5589] is 1 and Pathogenic Score: log10(0.9712976217269897/0.7432742714881897) = 0.11620322614908218\n",
      "Sequence[5605] is 1 and Pathogenic Score: log10(0.9831675887107849/0.840190589427948) = 0.06824973970651627\n",
      "Sequence[5636] is 1 and Pathogenic Score: log10(0.9526788592338562/0.779183566570282) = 0.08730674535036087\n",
      "Sequence[5700] is 1 and Pathogenic Score: log10(0.9849045276641846/0.9720895886421204) = 0.005687842145562172\n",
      "Sequence[5719] is 1 and Pathogenic Score: log10(0.3489881455898285/0.0013496058527380228) = 2.4126036167144775\n",
      "Sequence[5729] is 1 and Pathogenic Score: log10(0.9714709520339966/0.7818334102630615) = 0.09431558847427368\n",
      "Sequence[5733] is 1 and Pathogenic Score: log10(0.7428485751152039/0.9594866037368774) = -0.11113862693309784\n",
      "Sequence[5767] is 1 and Pathogenic Score: log10(0.9078243970870972/0.06080157309770584) = 1.1740870475769043\n",
      "Sequence[5782] is 1 and Pathogenic Score: log10(0.9687680602073669/0.8518912196159363) = 0.05583566799759865\n",
      "Sequence[5786] is 1 and Pathogenic Score: log10(0.9724487066268921/0.8376438021659851) = 0.06480734050273895\n",
      "Sequence[5796] is 1 and Pathogenic Score: log10(0.983421266078949/0.9156628251075745) = 0.03100399300456047\n",
      "Sequence[5801] is 1 and Pathogenic Score: log10(0.8969591856002808/0.03951796889305115) = 1.355978012084961\n",
      "Sequence[5811] is 1 and Pathogenic Score: log10(0.9645419716835022/0.016210291534662247) = 1.774530291557312\n",
      "Sequence[5813] is 1 and Pathogenic Score: log10(0.9691446423530579/0.9415420889854431) = 0.01254885271191597\n",
      "Sequence[5818] is 1 and Pathogenic Score: log10(0.9140113592147827/0.21372736990451813) = 0.6310914754867554\n",
      "Sequence[5830] is 1 and Pathogenic Score: log10(0.984093189239502/0.8565579056739807) = 0.060279492288827896\n",
      "Sequence[5832] is 1 and Pathogenic Score: log10(0.7958251237869263/0.18914742767810822) = 0.6240171790122986\n",
      "Sequence[5834] is 1 and Pathogenic Score: log10(0.8983572721481323/0.10260730981826782) = 0.9422707557678223\n",
      "Sequence[5835] is 1 and Pathogenic Score: log10(0.8983572721481323/0.06608438491821289) = 1.1333502531051636\n",
      "Sequence[5836] is 1 and Pathogenic Score: log10(0.9122868180274963/0.11104074120521545) = 0.9146490693092346\n",
      "Sequence[5838] is 1 and Pathogenic Score: log10(0.9530220627784729/0.46118098497390747) = 0.3152315318584442\n",
      "Sequence[5839] is 1 and Pathogenic Score: log10(0.9833682179450989/0.0422164686024189) = 1.367234230041504\n",
      "Sequence[5840] is 1 and Pathogenic Score: log10(0.9766951203346252/0.802470326423645) = 0.0853300541639328\n",
      "Sequence[5841] is 1 and Pathogenic Score: log10(0.7272805571556091/0.002431608736515045) = 2.4758083820343018\n",
      "Sequence[5842] is 1 and Pathogenic Score: log10(0.596422016620636/0.02461027167737484) = 1.3844372034072876\n",
      "Sequence[5849] is 1 and Pathogenic Score: log10(0.961214542388916/0.5859747529029846) = 0.21494144201278687\n",
      "Sequence[5851] is 1 and Pathogenic Score: log10(0.9846361875534058/0.9694538712501526) = 0.00674862414598465\n",
      "Sequence[5852] is 1 and Pathogenic Score: log10(0.9846361875534058/0.8852184414863586) = 0.046225350350141525\n",
      "Sequence[5854] is 1 and Pathogenic Score: log10(0.9539085626602173/0.36063438653945923) = 0.4224396049976349\n",
      "Sequence[5855] is 1 and Pathogenic Score: log10(0.9478864073753357/0.7174444794654846) = 0.12096798419952393\n",
      "Sequence[5856] is 1 and Pathogenic Score: log10(0.9478864073753357/0.76024329662323) = 0.09580370783805847\n",
      "Sequence[5859] is 1 and Pathogenic Score: log10(0.8889906406402588/0.7362690567970276) = 0.08186063170433044\n",
      "Sequence[5867] is 1 and Pathogenic Score: log10(0.9848563075065613/0.2805040776729584) = 0.5454337000846863\n",
      "Sequence[5868] is 1 and Pathogenic Score: log10(0.9848563075065613/0.36522555351257324) = 0.43081173300743103\n",
      "Sequence[5876] is 1 and Pathogenic Score: log10(0.9887813925743103/0.9837353229522705) = 0.0022220006212592125\n",
      "Sequence[5882] is 1 and Pathogenic Score: log10(0.9611915349960327/0.7008023262023926) = 0.13721439242362976\n",
      "Sequence[5883] is 1 and Pathogenic Score: log10(0.9611915349960327/0.6695019006729126) = 0.15705813467502594\n",
      "Sequence[5888] is 1 and Pathogenic Score: log10(0.9518767595291138/0.5624431371688843) = 0.228502094745636\n",
      "Sequence[5911] is 1 and Pathogenic Score: log10(0.6725971102714539/0.0392562672495842) = 1.2338460683822632\n",
      "Sequence[5912] is 1 and Pathogenic Score: log10(0.9534032344818115/0.7009165287017822) = 0.1336103230714798\n",
      "Sequence[5916] is 1 and Pathogenic Score: log10(0.9329407811164856/0.1892157942056656) = 0.6928966641426086\n",
      "Sequence[5917] is 1 and Pathogenic Score: log10(0.9274086952209473/0.7781227231025696) = 0.07622306048870087\n",
      "Sequence[5919] is 1 and Pathogenic Score: log10(0.9440830945968628/0.8413902521133423) = 0.0500127375125885\n",
      "Sequence[5921] is 1 and Pathogenic Score: log10(0.7907617688179016/0.03736916556954384) = 1.32553231716156\n",
      "Sequence[5924] is 1 and Pathogenic Score: log10(0.9212349653244019/0.7681859731674194) = 0.07890402525663376\n",
      "Sequence[5930] is 1 and Pathogenic Score: log10(0.8649208545684814/0.428451269865036) = 0.30507493019104004\n",
      "Sequence[5935] is 1 and Pathogenic Score: log10(0.8955830931663513/0.010703351348638535) = 1.9225860834121704\n",
      "Sequence[5936] is 1 and Pathogenic Score: log10(0.9799755215644836/0.8644980192184448) = 0.05445120483636856\n",
      "Sequence[5948] is 1 and Pathogenic Score: log10(0.7808769941329956/0.0018860140116885304) = 2.617037773132324\n",
      "Sequence[5979] is 1 and Pathogenic Score: log10(0.9326292872428894/0.5285516977310181) = 0.24662157893180847\n",
      "Sequence[5982] is 1 and Pathogenic Score: log10(0.2624819576740265/0.027438122779130936) = 0.9807450771331787\n",
      "Sequence[5987] is 1 and Pathogenic Score: log10(0.7808366417884827/0.0035463348031044006) = 2.342780351638794\n",
      "Sequence[5989] is 1 and Pathogenic Score: log10(0.8661032319068909/0.637458086013794) = 0.13311801850795746\n",
      "Sequence[6014] is 1 and Pathogenic Score: log10(0.9815973043441772/0.7513852119445801) = 0.11607072502374649\n",
      "Sequence[6074] is 1 and Pathogenic Score: log10(0.8454983830451965/0.042173128575086594) = 1.3020769357681274\n",
      "Sequence[6082] is 1 and Pathogenic Score: log10(0.9460296034812927/0.13128459453582764) = 0.8576909899711609\n",
      "Sequence[6090] is 1 and Pathogenic Score: log10(0.033253319561481476/0.007012900896370411) = 0.675937294960022\n",
      "Sequence[6092] is 1 and Pathogenic Score: log10(0.9211898446083069/0.30930283665657043) = 0.47396522760391235\n",
      "Sequence[6109] is 1 and Pathogenic Score: log10(0.8673861622810364/0.16184157133102417) = 0.7291224002838135\n",
      "Sequence[6116] is 1 and Pathogenic Score: log10(0.8966253399848938/0.08496266603469849) = 1.0233829021453857\n",
      "Sequence[6127] is 1 and Pathogenic Score: log10(0.6028881669044495/0.022937806323170662) = 1.419684886932373\n",
      "Sequence[6145] is 1 and Pathogenic Score: log10(0.9862663745880127/0.9216596484184265) = 0.0294236671179533\n",
      "Sequence[6152] is 1 and Pathogenic Score: log10(0.9247464537620544/0.836214542388916) = 0.04370496794581413\n",
      "Sequence[6160] is 1 and Pathogenic Score: log10(0.9764811992645264/0.8861755728721619) = 0.04214410111308098\n",
      "Sequence[6165] is 1 and Pathogenic Score: log10(0.8434758186340332/0.5939325094223022) = 0.1523355394601822\n",
      "Sequence[6175] is 1 and Pathogenic Score: log10(0.9306157827377319/0.9175844192504883) = 0.006124360021203756\n",
      "Sequence[6202] is 1 and Pathogenic Score: log10(0.9549006223678589/0.10247490555047989) = 0.9693406820297241\n",
      "Sequence[6228] is 1 and Pathogenic Score: log10(0.9420828223228455/0.041406840085983276) = 1.3570170402526855\n",
      "Sequence[6229] is 1 and Pathogenic Score: log10(0.9420828223228455/0.03507375717163086) = 1.4291068315505981\n",
      "Sequence[6232] is 1 and Pathogenic Score: log10(0.652845025062561/0.3759095072746277) = 0.23972678184509277\n",
      "Sequence[6235] is 1 and Pathogenic Score: log10(0.8733507990837097/0.6786484718322754) = 0.10954385250806808\n",
      "Sequence[6242] is 1 and Pathogenic Score: log10(0.9673606157302856/0.5675010085105896) = 0.23162174224853516\n",
      "Sequence[6250] is 1 and Pathogenic Score: log10(0.8730345368385315/0.24380934238433838) = 0.5539810657501221\n",
      "Sequence[6251] is 1 and Pathogenic Score: log10(0.8730345368385315/0.23782071471214294) = 0.5647817254066467\n",
      "Sequence[6253] is 1 and Pathogenic Score: log10(0.5970714092254639/0.07232415676116943) = 0.9167428612709045\n",
      "Sequence[6254] is 1 and Pathogenic Score: log10(0.9025222659111023/0.3390972316265106) = 0.42513367533683777\n",
      "Sequence[6256] is 1 and Pathogenic Score: log10(0.9801831245422363/0.9018577337265015) = 0.036169201135635376\n",
      "Sequence[6257] is 1 and Pathogenic Score: log10(0.9801831245422363/0.88583904504776) = 0.04395241290330887\n",
      "Sequence[6258] is 1 and Pathogenic Score: log10(0.9801831245422363/0.9191804528236389) = 0.027906417846679688\n",
      "Sequence[6259] is 1 and Pathogenic Score: log10(0.9215577840805054/0.23730604350566864) = 0.5892137885093689\n",
      "Sequence[6260] is 1 and Pathogenic Score: log10(0.680179238319397/0.05413249880075455) = 1.0991653203964233\n",
      "Sequence[6263] is 1 and Pathogenic Score: log10(0.9533244371414185/0.6834425330162048) = 0.14453871548175812\n",
      "Sequence[6265] is 1 and Pathogenic Score: log10(0.8095343112945557/0.11483053117990494) = 0.8481778502464294\n",
      "Sequence[6280] is 1 and Pathogenic Score: log10(0.8745326399803162/0.017561303451657295) = 1.6972192525863647\n",
      "Sequence[6286] is 1 and Pathogenic Score: log10(0.7913716435432434/0.025704337283968925) = 1.48837411403656\n",
      "Sequence[6296] is 1 and Pathogenic Score: log10(0.9777675271034241/0.315555214881897) = 0.49116024374961853\n",
      "Sequence[6298] is 1 and Pathogenic Score: log10(0.98769611120224/0.8278616666793823) = 0.07666555792093277\n",
      "Sequence[6344] is 1 and Pathogenic Score: log10(0.9016989469528198/0.09950052201747894) = 0.9572361707687378\n",
      "Sequence[6357] is 1 and Pathogenic Score: log10(0.6708829998970032/0.022598763927817345) = 1.4725620746612549\n",
      "Sequence[6361] is 1 and Pathogenic Score: log10(0.7611594796180725/0.0171176940202713) = 1.648030400276184\n",
      "Sequence[6400] is 1 and Pathogenic Score: log10(0.818496823310852/0.32818520069122314) = 0.3968980312347412\n",
      "Sequence[6415] is 1 and Pathogenic Score: log10(0.7970219254493713/0.1619274914264679) = 0.6921496987342834\n",
      "Sequence[6421] is 1 and Pathogenic Score: log10(0.9561510682106018/0.05830836296081543) = 1.214795708656311\n",
      "Sequence[6429] is 1 and Pathogenic Score: log10(0.9234473705291748/0.24144712090492249) = 0.5825901031494141\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[6451] is 1 and Pathogenic Score: log10(0.803449273109436/0.0767560824751854) = 1.0198456048965454\n",
      "Sequence[6473] is 1 and Pathogenic Score: log10(0.7923893928527832/0.0433526337146759) = 1.2619231939315796\n",
      "Sequence[6491] is 1 and Pathogenic Score: log10(0.8271275758743286/0.4730672538280487) = 0.2426496148109436\n",
      "Sequence[6504] is 1 and Pathogenic Score: log10(0.8735030293464661/0.40054211020469666) = 0.3386162221431732\n",
      "Sequence[6506] is 1 and Pathogenic Score: log10(0.04546213895082474/0.04912582039833069) = -0.03365994989871979\n",
      "Sequence[6526] is 1 and Pathogenic Score: log10(0.8915791511535645/0.13600073754787445) = 0.8166186213493347\n",
      "Sequence[6535] is 1 and Pathogenic Score: log10(0.9603955149650574/0.6750349402427673) = 0.1531238555908203\n",
      "Sequence[6536] is 1 and Pathogenic Score: log10(0.9491482973098755/0.15102192759513855) = 0.7982940673828125\n",
      "Sequence[6601] is 1 and Pathogenic Score: log10(0.8661589026451111/0.622719943523407) = 0.14330480992794037\n",
      "Sequence[6615] is 1 and Pathogenic Score: log10(0.974433183670044/0.4775380492210388) = 0.30974408984184265\n",
      "Sequence[6675] is 1 and Pathogenic Score: log10(0.9430239200592041/0.07689118385314941) = 1.0886461734771729\n",
      "Sequence[6739] is 1 and Pathogenic Score: log10(0.8949070572853088/0.26582276821136475) = 0.5271857380867004\n",
      "Sequence[6776] is 1 and Pathogenic Score: log10(0.9354772567749023/0.23774755001068115) = 0.5949171781539917\n",
      "Sequence[6798] is 1 and Pathogenic Score: log10(0.9403811693191528/0.019776873290538788) = 1.677146315574646\n",
      "Sequence[6810] is 1 and Pathogenic Score: log10(0.917544960975647/0.8600375652313232) = 0.028109939768910408\n",
      "Sequence[6814] is 1 and Pathogenic Score: log10(0.9854002594947815/0.9149652123451233) = 0.032208070158958435\n",
      "Sequence[6815] is 1 and Pathogenic Score: log10(0.8328120112419128/0.08912649005651474) = 0.9705401659011841\n",
      "Sequence[6816] is 1 and Pathogenic Score: log10(0.7741363644599915/0.06619925796985626) = 1.0679643154144287\n",
      "Sequence[6820] is 1 and Pathogenic Score: log10(0.835910439491272/0.9509926438331604) = -0.056017424911260605\n",
      "Sequence[6822] is 1 and Pathogenic Score: log10(0.913478672504425/0.4932228922843933) = 0.2676551938056946\n",
      "Sequence[6823] is 1 and Pathogenic Score: log10(0.913478672504425/0.274517685174942) = 0.5221281051635742\n",
      "Sequence[6826] is 1 and Pathogenic Score: log10(0.7921661734580994/0.02605147659778595) = 1.482983946800232\n",
      "Sequence[6827] is 1 and Pathogenic Score: log10(0.8343159556388855/0.7943985462188721) = 0.021292120218276978\n",
      "Sequence[6828] is 1 and Pathogenic Score: log10(0.8343159556388855/0.09601829200983047) = 0.9389765858650208\n",
      "Sequence[6830] is 1 and Pathogenic Score: log10(0.9164975881576538/0.057270750403404236) = 1.2041984796524048\n",
      "Sequence[6831] is 1 and Pathogenic Score: log10(0.9267447590827942/0.21730098128318787) = 0.6298984289169312\n",
      "Sequence[6832] is 1 and Pathogenic Score: log10(0.21256987750530243/0.0972542092204094) = 0.3395933210849762\n",
      "Sequence[6833] is 1 and Pathogenic Score: log10(0.21256987750530243/0.06812561303377151) = 0.49419131875038147\n",
      "Sequence[6834] is 1 and Pathogenic Score: log10(0.21256987750530243/0.04863450303673744) = 0.6405572295188904\n",
      "Sequence[6835] is 1 and Pathogenic Score: log10(0.8420730829238892/0.00643436424434185) = 2.1168441772460938\n",
      "Sequence[6836] is 1 and Pathogenic Score: log10(0.8420730829238892/0.007401542272418737) = 2.05602765083313\n",
      "Sequence[6847] is 1 and Pathogenic Score: log10(0.5279844403266907/0.03885611519217491) = 1.1331617832183838\n",
      "Sequence[6856] is 1 and Pathogenic Score: log10(0.6794332265853882/0.016404923051595688) = 1.6171725988388062\n",
      "Sequence[6878] is 1 and Pathogenic Score: log10(0.8905724287033081/0.15968982875347137) = 0.746392011642456\n",
      "Sequence[6937] is 1 and Pathogenic Score: log10(0.9386277198791504/0.743921160697937) = 0.1009664535522461\n",
      "Sequence[7001] is 1 and Pathogenic Score: log10(0.9866935610771179/0.9144454598426819) = 0.033024467527866364\n",
      "Sequence[7088] is 1 and Pathogenic Score: log10(0.9936529397964478/0.9285298585891724) = 0.02943885698914528\n",
      "Sequence[7101] is 1 and Pathogenic Score: log10(0.9637928605079651/0.7190823554992676) = 0.12720505893230438\n",
      "Sequence[7123] is 1 and Pathogenic Score: log10(0.8685020804405212/0.08455629646778107) = 1.0116249322891235\n",
      "Sequence[7189] is 1 and Pathogenic Score: log10(0.8817724585533142/0.5643138885498047) = 0.1938357949256897\n",
      "Sequence[7200] is 1 and Pathogenic Score: log10(0.9659075736999512/0.9247328639030457) = 0.01891929656267166\n",
      "Sequence[7201] is 1 and Pathogenic Score: log10(0.9659075736999512/0.3791523277759552) = 0.4061218500137329\n",
      "Sequence[7207] is 1 and Pathogenic Score: log10(0.9633723497390747/0.648631751537323) = 0.17179596424102783\n",
      "Sequence[7226] is 1 and Pathogenic Score: log10(0.9618809223175049/0.8297808170318604) = 0.06415791064500809\n",
      "Sequence[7293] is 1 and Pathogenic Score: log10(0.9555756449699402/0.7416977286338806) = 0.11003811657428741\n",
      "Sequence[7303] is 1 and Pathogenic Score: log10(0.8458627462387085/0.6402674913406372) = 0.12093843519687653\n",
      "Sequence[7355] is 1 and Pathogenic Score: log10(0.9846033453941345/0.6677500605583191) = 0.16864736378192902\n",
      "Sequence[7356] is 1 and Pathogenic Score: log10(0.9855591058731079/0.8787276148796082) = 0.049828410148620605\n",
      "Sequence[7357] is 1 and Pathogenic Score: log10(0.8716319799423218/0.6894482970237732) = 0.10183145850896835\n",
      "Sequence[7358] is 1 and Pathogenic Score: log10(0.935994565486908/0.1870286464691162) = 0.6993651986122131\n",
      "Sequence[7360] is 1 and Pathogenic Score: log10(0.8469902873039246/0.005982121452689171) = 2.1510231494903564\n",
      "Sequence[7365] is 1 and Pathogenic Score: log10(0.9525353312492371/0.4710095226764679) = 0.30585142970085144\n",
      "Sequence[7447] is 1 and Pathogenic Score: log10(0.9689019918441772/0.4831908643245697) = 0.3021611273288727\n",
      "Sequence[7451] is 1 and Pathogenic Score: log10(0.9648741483688354/0.7435068488121033) = 0.11318568885326385\n",
      "Sequence[7468] is 1 and Pathogenic Score: log10(0.9351388812065125/0.10093507170677185) = 0.9668340682983398\n",
      "Sequence[7517] is 1 and Pathogenic Score: log10(0.9531694650650024/0.6910525560379028) = 0.13965903222560883\n",
      "Sequence[7542] is 1 and Pathogenic Score: log10(0.6792938709259033/0.014990436844527721) = 1.6562434434890747\n",
      "Sequence[7563] is 1 and Pathogenic Score: log10(0.9164361953735352/0.3695545494556427) = 0.3944236636161804\n",
      "Sequence[7569] is 1 and Pathogenic Score: log10(0.77603679895401/0.08500548452138901) = 0.9604353308677673\n",
      "Sequence[7570] is 1 and Pathogenic Score: log10(0.77603679895401/0.3476639688014984) = 0.3487226366996765\n",
      "Sequence[7578] is 1 and Pathogenic Score: log10(0.9306060671806335/0.24332945048809052) = 0.5825712084770203\n",
      "Sequence[7582] is 1 and Pathogenic Score: log10(0.781588613986969/0.2165936678647995) = 0.557332456111908\n",
      "Sequence[7628] is 1 and Pathogenic Score: log10(0.7003232836723328/0.0192304365336895) = 1.5613094568252563\n",
      "Sequence[7629] is 1 and Pathogenic Score: log10(0.8738945126533508/0.06058744341135025) = 1.1590763330459595\n",
      "Sequence[7739] is 1 and Pathogenic Score: log10(0.8456211090087891/0.28876426815986633) = 0.46663233637809753\n",
      "Sequence[7747] is 1 and Pathogenic Score: log10(0.899640679359436/0.2746771275997162) = 0.515246570110321\n",
      "Sequence[7754] is 1 and Pathogenic Score: log10(0.9765182137489319/0.34349051117897034) = 0.4537656009197235\n",
      "Sequence[7784] is 1 and Pathogenic Score: log10(0.9700518846511841/0.1464763581752777) = 0.8210274577140808\n",
      "Sequence[7828] is 1 and Pathogenic Score: log10(0.9102033376693726/0.09977615624666214) = 0.960111677646637\n",
      "Sequence[7829] is 1 and Pathogenic Score: log10(0.8446196913719177/0.011493219994008541) = 1.8662195205688477\n",
      "Sequence[7832] is 1 and Pathogenic Score: log10(0.9397934079170227/0.4008248448371887) = 0.3700777590274811\n",
      "Sequence[7833] is 1 and Pathogenic Score: log10(0.479699969291687/0.04239474982023239) = 1.0536576509475708\n",
      "Sequence[7836] is 1 and Pathogenic Score: log10(0.9496537446975708/0.08535996824502945) = 1.0463110208511353\n",
      "Sequence[7916] is 1 and Pathogenic Score: log10(0.9633066058158875/0.7755096554756165) = 0.09417732059955597\n",
      "Sequence[7973] is 1 and Pathogenic Score: log10(0.9820791482925415/0.8932488560676575) = 0.0411740206182003\n",
      "Sequence[7993] is 1 and Pathogenic Score: log10(0.9667932391166687/0.6081206202507019) = 0.2013438642024994\n",
      "Sequence[7994] is 1 and Pathogenic Score: log10(0.9337183833122253/0.854145884513855) = 0.03868383914232254\n",
      "Sequence[8049] is 1 and Pathogenic Score: log10(0.8244820833206177/0.005078219808638096) = 2.2104697227478027\n",
      "Sequence[8127] is 1 and Pathogenic Score: log10(0.9541056156158447/0.10360485315322876) = 0.9642163515090942\n",
      "Sequence[8193] is 1 and Pathogenic Score: log10(0.9900586009025574/0.7968680262565613) = 0.09427450597286224\n",
      "Sequence[8197] is 1 and Pathogenic Score: log10(0.848746657371521/0.518139123916626) = 0.2143317013978958\n",
      "Sequence[8223] is 1 and Pathogenic Score: log10(0.815595269203186/0.04556122049689293) = 1.2528793811798096\n",
      "Sequence[8224] is 1 and Pathogenic Score: log10(0.28399261832237244/0.0033720596693456173) = 1.9254118204116821\n",
      "Sequence[8228] is 1 and Pathogenic Score: log10(0.9977399110794067/0.7904752492904663) = 0.10112907737493515\n",
      "Sequence[8254] is 1 and Pathogenic Score: log10(0.697145402431488/0.20449405908584595) = 0.532642662525177\n",
      "Sequence[8300] is 1 and Pathogenic Score: log10(0.8307862281799316/0.047211457043886185) = 1.2454419136047363\n",
      "Sequence[8316] is 1 and Pathogenic Score: log10(0.9971801042556763/0.8772540092468262) = 0.05564824119210243\n",
      "Sequence[8320] is 1 and Pathogenic Score: log10(0.9408804774284363/0.624065101146698) = 0.1783045530319214\n",
      "Sequence[8355] is 1 and Pathogenic Score: log10(0.8062934875488281/0.22621332108974457) = 0.5519750118255615\n",
      "Sequence[8394] is 1 and Pathogenic Score: log10(0.9083625078201294/0.19072942435741425) = 0.6778414845466614\n",
      "Sequence[8400] is 1 and Pathogenic Score: log10(0.9503438472747803/0.7803341746330261) = 0.0856001228094101\n",
      "Sequence[8458] is 1 and Pathogenic Score: log10(0.9800503849983215/0.8712056279182434) = 0.05112771689891815\n",
      "Sequence[8487] is 1 and Pathogenic Score: log10(0.26355981826782227/0.008866091258823872) = 1.4731470346450806\n",
      "Sequence[8512] is 1 and Pathogenic Score: log10(0.9854577779769897/0.7020676732063293) = 0.14725902676582336\n",
      "Sequence[8553] is 1 and Pathogenic Score: log10(0.8944120407104492/0.13669995963573456) = 0.8157692551612854\n",
      "Sequence[8554] is 1 and Pathogenic Score: log10(0.9797348976135254/0.8685664534568787) = 0.05230552703142166\n",
      "Sequence[8557] is 1 and Pathogenic Score: log10(0.9815750122070312/0.5347467660903931) = 0.2637753188610077\n",
      "Sequence[8584] is 1 and Pathogenic Score: log10(0.7115708589553833/0.0797540470957756) = 0.9504654407501221\n",
      "Sequence[8632] is 1 and Pathogenic Score: log10(0.8548211455345154/0.06768482178449631) = 1.101383924484253\n",
      "Sequence[8676] is 1 and Pathogenic Score: log10(0.9873437881469727/0.9000895023345947) = 0.040182702243328094\n",
      "Sequence[8686] is 1 and Pathogenic Score: log10(0.8091505765914917/0.020344192162156105) = 1.5995888710021973\n",
      "Sequence[8699] is 1 and Pathogenic Score: log10(0.9766241908073425/0.9004905819892883) = 0.035248298197984695\n",
      "Sequence[8715] is 1 and Pathogenic Score: log10(0.9561021327972412/0.735041618347168) = 0.11419236660003662\n",
      "Sequence[8716] is 1 and Pathogenic Score: log10(0.937578022480011/0.343818724155426) = 0.4356778860092163\n",
      "Sequence[8717] is 1 and Pathogenic Score: log10(0.9529087543487549/0.8623597621917725) = 0.043362848460674286\n",
      "Sequence[8718] is 1 and Pathogenic Score: log10(0.9885693192481995/0.671310305595398) = 0.1680838018655777\n",
      "Sequence[8719] is 1 and Pathogenic Score: log10(0.9885693192481995/0.9408788681030273) = 0.021473389118909836\n",
      "Sequence[8757] is 1 and Pathogenic Score: log10(0.9569477438926697/0.8087599873542786) = 0.07306857407093048\n",
      "Sequence[8770] is 1 and Pathogenic Score: log10(0.6421668529510498/0.015504135750234127) = 1.6172003746032715\n",
      "Sequence[8830] is 1 and Pathogenic Score: log10(0.9233939051628113/0.11984050273895264) = 0.8867833614349365\n",
      "Sequence[8831] is 1 and Pathogenic Score: log10(0.9737750887870789/0.8461676836013794) = 0.061002232134342194\n",
      "Sequence[8881] is 1 and Pathogenic Score: log10(0.012270604260265827/0.026376858353614807) = -0.33235710859298706\n",
      "Sequence[8882] is 1 and Pathogenic Score: log10(0.7910116910934448/0.7789655327796936) = 0.006664662156254053\n",
      "Sequence[8926] is 1 and Pathogenic Score: log10(0.7378101348876953/0.7366437911987305) = 0.0006870910292491317\n",
      "Sequence[8935] is 1 and Pathogenic Score: log10(0.9368391036987305/0.27973565459251404) = 0.5249171853065491\n",
      "Sequence[8947] is 1 and Pathogenic Score: log10(0.8899909853935242/0.028139958158135414) = 1.500062108039856\n",
      "Sequence[8953] is 1 and Pathogenic Score: log10(0.9557181000709534/0.023727206513285637) = 1.6050832271575928\n",
      "Sequence[8964] is 1 and Pathogenic Score: log10(0.818664014339447/0.051779355853796005) = 1.1989490985870361\n",
      "Sequence[8971] is 1 and Pathogenic Score: log10(0.8940686583518982/0.6557475328445435) = 0.13463422656059265\n",
      "Sequence[8977] is 1 and Pathogenic Score: log10(0.8957479596138/0.09520374983549118) = 0.9735317826271057\n",
      "Sequence[8981] is 1 and Pathogenic Score: log10(0.9946317672729492/0.7835087180137634) = 0.10361848026514053\n",
      "Sequence[9029] is 1 and Pathogenic Score: log10(0.74195396900177/0.2115814983844757) = 0.5448992848396301\n",
      "Sequence[9030] is 1 and Pathogenic Score: log10(0.74195396900177/0.11868071556091309) = 0.7959967851638794\n",
      "Sequence[9031] is 1 and Pathogenic Score: log10(0.74195396900177/0.05884750559926033) = 1.1006488800048828\n",
      "Sequence[9032] is 1 and Pathogenic Score: log10(0.74195396900177/0.1322712004184723) = 0.7489116787910461\n",
      "Sequence[9034] is 1 and Pathogenic Score: log10(0.74195396900177/0.6978251338005066) = 0.026630353182554245\n",
      "Sequence[9035] is 1 and Pathogenic Score: log10(0.9485580325126648/0.8432266712188721) = 0.051119569689035416\n",
      "Sequence[9041] is 1 and Pathogenic Score: log10(0.9813020825386047/0.07651161402463913) = 1.1080753803253174\n",
      "Sequence[9086] is 1 and Pathogenic Score: log10(0.867755651473999/0.22631818056106567) = 0.5836780071258545\n",
      "Sequence[9089] is 1 and Pathogenic Score: log10(0.9101287722587585/0.6126197576522827) = 0.17191185057163239\n",
      "Sequence[9098] is 1 and Pathogenic Score: log10(0.9190775156021118/0.8641656637191772) = 0.026755135506391525\n",
      "Sequence[9099] is 1 and Pathogenic Score: log10(0.9500445127487183/0.377637654542923) = 0.4006686508655548\n",
      "Sequence[9101] is 1 and Pathogenic Score: log10(0.9440658092498779/0.9466364979743958) = -0.0011809689458459616\n",
      "Sequence[9102] is 1 and Pathogenic Score: log10(0.8077591061592102/0.0805184468626976) = 1.0013865232467651\n",
      "Sequence[9103] is 1 and Pathogenic Score: log10(0.9440658092498779/0.9459128975868225) = -0.0008488792809657753\n",
      "Sequence[9104] is 1 and Pathogenic Score: log10(0.8077591061592102/0.030354250222444534) = 1.4250622987747192\n",
      "Sequence[9105] is 1 and Pathogenic Score: log10(0.9440658092498779/0.9530248641967773) = -0.004101968370378017\n",
      "Sequence[9106] is 1 and Pathogenic Score: log10(0.8077591061592102/0.21523799002170563) = 0.5743629336357117\n",
      "Sequence[9124] is 1 and Pathogenic Score: log10(0.9876793026924133/0.5816500186920166) = 0.22995419800281525\n",
      "Sequence[9125] is 1 and Pathogenic Score: log10(0.9876793026924133/0.6874454021453857) = 0.1573777198791504\n",
      "Sequence[9126] is 1 and Pathogenic Score: log10(0.9876793026924133/0.7074742317199707) = 0.14490534365177155\n",
      "Sequence[9128] is 1 and Pathogenic Score: log10(0.7186489701271057/0.015864506363868713) = 1.656090259552002\n",
      "Sequence[9144] is 1 and Pathogenic Score: log10(0.9009087085723877/0.5791656374931335) = 0.19187800586223602\n",
      "Sequence[9151] is 1 and Pathogenic Score: log10(0.9365424513816833/0.2024567723274231) = 0.6651951670646667\n",
      "Sequence[9152] is 1 and Pathogenic Score: log10(0.9365424513816833/0.35384616255760193) = 0.4227129817008972\n",
      "Sequence[9153] is 1 and Pathogenic Score: log10(0.9365424513816833/0.3191520869731903) = 0.4675297737121582\n",
      "Sequence[9159] is 1 and Pathogenic Score: log10(0.957841694355011/0.031916502863168716) = 1.477278470993042\n",
      "Sequence[9167] is 1 and Pathogenic Score: log10(0.9554601907730103/0.06115904822945595) = 1.1937518119812012\n",
      "Sequence[9175] is 1 and Pathogenic Score: log10(0.9373042583465576/0.6658705472946167) = 0.1484907865524292\n",
      "Sequence[9189] is 1 and Pathogenic Score: log10(0.902895987033844/0.24981161952018738) = 0.558025062084198\n",
      "Sequence[9202] is 1 and Pathogenic Score: log10(0.964859127998352/0.5022867918014526) = 0.283512145280838\n",
      "Sequence[9214] is 1 and Pathogenic Score: log10(0.952111542224884/0.32960233092308044) = 0.46069756150245667\n",
      "Sequence[9303] is 1 and Pathogenic Score: log10(0.8575730323791504/0.05735236033797264) = 1.1747198104858398\n",
      "Sequence[9309] is 1 and Pathogenic Score: log10(0.9078165292739868/0.0833878144621849) = 1.036895513534546\n",
      "Sequence[9380] is 1 and Pathogenic Score: log10(0.8763793110847473/0.03593231737613678) = 1.3872069120407104\n",
      "Sequence[9381] is 1 and Pathogenic Score: log10(0.8763793110847473/0.6837695240974426) = 0.10778239369392395\n",
      "Sequence[9415] is 1 and Pathogenic Score: log10(0.8362880349159241/0.02481023781001568) = 1.5277249813079834\n",
      "Sequence[9418] is 1 and Pathogenic Score: log10(0.942926287651062/0.04112151637673378) = 1.3604086637496948\n",
      "Sequence[9428] is 1 and Pathogenic Score: log10(0.8706727623939514/0.06960165500640869) = 1.0972354412078857\n",
      "Sequence[9442] is 1 and Pathogenic Score: log10(0.9632408022880554/0.27167564630508423) = 0.5496841669082642\n",
      "Sequence[9458] is 1 and Pathogenic Score: log10(0.834208607673645/0.09053583443164825) = 0.964454174041748\n",
      "Sequence[9487] is 1 and Pathogenic Score: log10(0.9582420587539673/0.3519209623336792) = 0.435030072927475\n",
      "Sequence[9492] is 1 and Pathogenic Score: log10(0.9293888211250305/0.8302372694015503) = 0.048995207995176315\n",
      "Sequence[9498] is 1 and Pathogenic Score: log10(0.6687405109405518/0.8167130351066589) = -0.0868118405342102\n",
      "Sequence[9502] is 1 and Pathogenic Score: log10(0.9688701033592224/0.9123143553733826) = 0.026121070608496666\n",
      "Sequence[9504] is 1 and Pathogenic Score: log10(0.8667808771133423/0.37548914551734924) = 0.3633119463920593\n",
      "Sequence[9506] is 1 and Pathogenic Score: log10(0.8901427984237671/0.06284785270690918) = 1.1511691808700562\n",
      "Sequence[9507] is 1 and Pathogenic Score: log10(0.9415495991706848/0.9425613880157471) = -0.0004664307925850153\n",
      "Sequence[9508] is 1 and Pathogenic Score: log10(0.9415495991706848/0.7372668385505676) = 0.10621848702430725\n",
      "Sequence[9510] is 1 and Pathogenic Score: log10(0.9771615862846375/0.43200480937957764) = 0.35447779297828674\n",
      "Sequence[9511] is 1 and Pathogenic Score: log10(0.9273796677589417/0.01043452974408865) = 1.9487847089767456\n",
      "Sequence[9513] is 1 and Pathogenic Score: log10(0.9394103288650513/0.6072995662689209) = 0.1894523799419403\n",
      "Sequence[9514] is 1 and Pathogenic Score: log10(0.9394103288650513/0.02939501777291298) = 1.5045815706253052\n",
      "Sequence[9516] is 1 and Pathogenic Score: log10(0.7537137866020203/0.07676271349191666) = 0.992056131362915\n",
      "Sequence[9518] is 1 and Pathogenic Score: log10(0.9793459177017212/0.7357368469238281) = 0.12421359866857529\n",
      "Sequence[9519] is 1 and Pathogenic Score: log10(0.9793459177017212/0.8271134495735168) = 0.0733710378408432\n",
      "Sequence[9549] is 1 and Pathogenic Score: log10(0.4240977466106415/0.015618638135492802) = 1.433822751045227\n",
      "Sequence[9600] is 1 and Pathogenic Score: log10(0.9671383500099182/0.7977398037910461) = 0.08362733572721481\n",
      "Sequence[9686] is 1 and Pathogenic Score: log10(0.9973037242889404/0.9285563826560974) = 0.031019177287817\n",
      "Sequence[9706] is 1 and Pathogenic Score: log10(0.9331944584846497/0.17125625908374786) = 0.7363256812095642\n",
      "Sequence[9713] is 1 and Pathogenic Score: log10(0.921730637550354/0.3165644705295563) = 0.4641418755054474\n",
      "Sequence[9724] is 1 and Pathogenic Score: log10(0.9663867354393005/0.8589963912963867) = 0.051159609109163284\n",
      "Sequence[9783] is 1 and Pathogenic Score: log10(0.9903615713119507/0.9562414288520813) = 0.0152262132614851\n",
      "Sequence[9849] is 1 and Pathogenic Score: log10(0.13820920884609222/0.212372288107872) = -0.18656085431575775\n",
      "Sequence[9879] is 1 and Pathogenic Score: log10(0.7722647786140442/0.014794996939599514) = 1.7176513671875\n",
      "Sequence[9881] is 1 and Pathogenic Score: log10(0.975439727306366/0.7165080904960632) = 0.13397932052612305\n",
      "Sequence[9893] is 1 and Pathogenic Score: log10(0.9966565370559692/0.8203014731407166) = 0.08457203209400177\n",
      "Sequence[9984] is 1 and Pathogenic Score: log10(0.9485180377960205/0.5637389421463013) = 0.22596757113933563\n",
      "Sequence[10005] is 1 and Pathogenic Score: log10(0.5354804992675781/0.12017586827278137) = 0.6489263772964478\n",
      "Sequence[10022] is 1 and Pathogenic Score: log10(0.9410622119903564/0.7904512882232666) = 0.07574323564767838\n",
      "Sequence[10031] is 1 and Pathogenic Score: log10(0.5208810567855835/0.008311384357511997) = 1.797065258026123\n",
      "Sequence[10056] is 1 and Pathogenic Score: log10(0.7890538573265076/0.04738485440611839) = 1.221467137336731\n",
      "Sequence[10063] is 1 and Pathogenic Score: log10(0.9615587592124939/0.810624897480011) = 0.07415587455034256\n",
      "Sequence[10064] is 1 and Pathogenic Score: log10(0.8502454161643982/0.07936859875917435) = 1.029895544052124\n",
      "Sequence[10076] is 1 and Pathogenic Score: log10(0.8987149596214294/0.49908241629600525) = 0.25544968247413635\n",
      "Sequence[10079] is 1 and Pathogenic Score: log10(0.8420122265815735/0.053187210112810135) = 1.199511170387268\n",
      "Sequence[10087] is 1 and Pathogenic Score: log10(0.8321540355682373/0.11562345176935196) = 0.857157826423645\n",
      "Sequence[10104] is 1 and Pathogenic Score: log10(0.9660382866859436/0.8786660432815552) = 0.04117048904299736\n",
      "Sequence[10105] is 1 and Pathogenic Score: log10(0.9660382866859436/0.7908137440681458) = 0.08692014217376709\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[10122] is 1 and Pathogenic Score: log10(0.9432854056358337/0.0957174003124237) = 0.9936522245407104\n",
      "Sequence[10127] is 1 and Pathogenic Score: log10(0.6554417014122009/0.06809831410646439) = 0.9833977222442627\n",
      "Sequence[10128] is 1 and Pathogenic Score: log10(0.6554417014122009/0.5790008306503296) = 0.05385487526655197\n",
      "Sequence[10129] is 1 and Pathogenic Score: log10(0.8117431402206421/0.03131250664591789) = 1.413700819015503\n",
      "Sequence[10130] is 1 and Pathogenic Score: log10(0.8117431402206421/0.622542679309845) = 0.11524948477745056\n",
      "Sequence[10141] is 1 and Pathogenic Score: log10(0.9900514483451843/0.8657106161117554) = 0.058285005390644073\n",
      "Sequence[10147] is 1 and Pathogenic Score: log10(0.9883421063423157/0.8807342648506165) = 0.050062425434589386\n",
      "Sequence[10177] is 1 and Pathogenic Score: log10(0.7324206829071045/0.03247237578034401) = 1.3532465696334839\n",
      "Sequence[10249] is 1 and Pathogenic Score: log10(0.9471356272697449/0.7454986572265625) = 0.10396531969308853\n",
      "Sequence[10256] is 1 and Pathogenic Score: log10(0.9830625057220459/0.4257049262523651) = 0.36347246170043945\n",
      "Sequence[10264] is 1 and Pathogenic Score: log10(0.9474659562110901/0.12677215039730072) = 0.8735397458076477\n",
      "Sequence[10316] is 1 and Pathogenic Score: log10(0.9848146438598633/0.9912109375) = -0.002811599988490343\n",
      "Sequence[10317] is 1 and Pathogenic Score: log10(0.9804620742797852/0.9725329279899597) = 0.003526481566950679\n",
      "Sequence[10319] is 1 and Pathogenic Score: log10(0.973365843296051/0.17078019678592682) = 0.7558385729789734\n",
      "Sequence[10320] is 1 and Pathogenic Score: log10(0.9725973010063171/0.9565234184265137) = 0.0072374409064650536\n",
      "Sequence[10321] is 1 and Pathogenic Score: log10(0.9755221009254456/0.9499342441558838) = 0.01154355239123106\n",
      "Sequence[10322] is 1 and Pathogenic Score: log10(0.8724566698074341/0.8077728748321533) = 0.03345459699630737\n",
      "Sequence[10323] is 1 and Pathogenic Score: log10(0.9727779030799866/0.8706320524215698) = 0.048179034143686295\n",
      "Sequence[10324] is 1 and Pathogenic Score: log10(0.9504214525222778/0.9504214525222778) = 0.0\n",
      "Sequence[10325] is 1 and Pathogenic Score: log10(0.9504214525222778/0.9505037665367126) = -3.761393963941373e-05\n",
      "Sequence[10326] is 1 and Pathogenic Score: log10(0.9860300421714783/0.9933838248252869) = -0.0032269444782286882\n",
      "Sequence[10327] is 1 and Pathogenic Score: log10(0.8746021389961243/0.8799077272415161) = -0.0026266032364219427\n",
      "Sequence[10328] is 1 and Pathogenic Score: log10(0.8746021389961243/0.8494890332221985) = 0.012652754783630371\n",
      "Sequence[10338] is 1 and Pathogenic Score: log10(0.9908502101898193/0.9613811373710632) = 0.01311242114752531\n",
      "Sequence[10379] is 1 and Pathogenic Score: log10(0.9742134213447571/0.11501100659370422) = 0.9279147386550903\n",
      "Sequence[10389] is 1 and Pathogenic Score: log10(0.9421122670173645/0.5213035941123962) = 0.25701195001602173\n",
      "Sequence[10391] is 1 and Pathogenic Score: log10(0.9834274649620056/0.894396960735321) = 0.041212018579244614\n",
      "Sequence[10392] is 1 and Pathogenic Score: log10(0.7229877710342407/0.011262865737080574) = 1.8074820041656494\n",
      "Sequence[10399] is 1 and Pathogenic Score: log10(0.9534440040588379/0.33707180619239807) = 0.4515727758407593\n",
      "Sequence[10401] is 1 and Pathogenic Score: log10(0.9693717956542969/0.1906299591064453) = 0.7062992453575134\n",
      "Sequence[10426] is 1 and Pathogenic Score: log10(0.9603544473648071/0.25263118743896484) = 0.5799446105957031\n",
      "Sequence[10447] is 1 and Pathogenic Score: log10(0.9828662276268005/0.8731264472007751) = 0.051417283713817596\n",
      "Sequence[10456] is 1 and Pathogenic Score: log10(0.9812695980072021/0.7247411608695984) = 0.13160543143749237\n",
      "Sequence[10459] is 1 and Pathogenic Score: log10(0.9356037974357605/0.02955680526793003) = 1.5004345178604126\n",
      "Sequence[10486] is 1 and Pathogenic Score: log10(0.7260586023330688/0.03752667456865311) = 1.2866315841674805\n",
      "Sequence[10487] is 1 and Pathogenic Score: log10(0.7260586023330688/0.034786831587553024) = 1.3195568323135376\n",
      "Sequence[10490] is 1 and Pathogenic Score: log10(0.932437002658844/0.4611290991306305) = 0.3057969808578491\n",
      "Sequence[10492] is 1 and Pathogenic Score: log10(0.928097665309906/0.030181266367435455) = 1.4878562688827515\n",
      "Sequence[10524] is 1 and Pathogenic Score: log10(0.9188957214355469/0.023214802145957947) = 1.597501277923584\n",
      "Sequence[10533] is 1 and Pathogenic Score: log10(0.8785952925682068/0.048752542585134506) = 1.2557916641235352\n",
      "Sequence[10578] is 1 and Pathogenic Score: log10(0.9009280800819397/0.10298235714435577) = 0.9419273138046265\n",
      "Sequence[10626] is 1 and Pathogenic Score: log10(0.9913392663002014/0.9825031757354736) = 0.003888371167704463\n",
      "Sequence[10678] is 1 and Pathogenic Score: log10(0.9108846187591553/0.1433236449956894) = 0.8031455278396606\n",
      "Sequence[10693] is 1 and Pathogenic Score: log10(0.9402927160263062/0.7941170930862427) = 0.07337851077318192\n",
      "Sequence[10694] is 1 and Pathogenic Score: log10(0.9402927160263062/0.4997323155403137) = 0.27452564239501953\n",
      "Sequence[10718] is 1 and Pathogenic Score: log10(0.5844024419784546/0.005517988931387663) = 2.0249311923980713\n",
      "Sequence[10719] is 1 and Pathogenic Score: log10(0.5844024419784546/0.0067377835512161255) = 1.938194990158081\n",
      "Sequence[10730] is 1 and Pathogenic Score: log10(0.7974910140037537/0.07099594920873642) = 1.0504921674728394\n",
      "Sequence[10731] is 1 and Pathogenic Score: log10(0.7974910140037537/0.1791159212589264) = 0.6485915780067444\n",
      "Sequence[10732] is 1 and Pathogenic Score: log10(0.7974910140037537/0.005667008459568024) = 2.148371934890747\n",
      "Sequence[10733] is 1 and Pathogenic Score: log10(0.7974910140037537/0.2741183340549469) = 0.463787704706192\n",
      "Sequence[10734] is 1 and Pathogenic Score: log10(0.7974910140037537/0.5641323328018188) = 0.15034480392932892\n",
      "Sequence[10741] is 1 and Pathogenic Score: log10(0.8803447484970093/0.17481587827205658) = 0.7020719051361084\n",
      "Sequence[10747] is 1 and Pathogenic Score: log10(0.9827781319618225/0.9388501048088074) = 0.01985922083258629\n",
      "Sequence[10760] is 1 and Pathogenic Score: log10(0.8513719439506531/0.037544265389442444) = 1.355575680732727\n",
      "Sequence[10786] is 1 and Pathogenic Score: log10(0.7803919315338135/0.023721737787127495) = 1.517166256904602\n",
      "Sequence[10805] is 1 and Pathogenic Score: log10(0.8128194212913513/0.4648101329803467) = 0.24271848797798157\n",
      "Sequence[10812] is 1 and Pathogenic Score: log10(0.9151852130889893/0.14124499261379242) = 0.8115358948707581\n",
      "Sequence[10813] is 1 and Pathogenic Score: log10(0.9151852130889893/0.125616192817688) = 0.8624633550643921\n",
      "Sequence[10834] is 1 and Pathogenic Score: log10(0.8661507964134216/0.5498213768005371) = 0.19737187027931213\n",
      "Sequence[10862] is 1 and Pathogenic Score: log10(0.8994140028953552/0.01796974614262581) = 1.6994177103042603\n",
      "Sequence[10933] is 1 and Pathogenic Score: log10(0.8688915967941284/0.1541999727487564) = 0.7508813142776489\n",
      "Sequence[10934] is 1 and Pathogenic Score: log10(0.9088990092277527/0.4580552279949188) = 0.2975977957248688\n",
      "Sequence[10935] is 1 and Pathogenic Score: log10(0.9088990092277527/0.005608254577964544) = 2.2096879482269287\n",
      "Sequence[11038] is 1 and Pathogenic Score: log10(0.96401447057724/0.33570238947868347) = 0.4581291377544403\n",
      "Sequence[11040] is 1 and Pathogenic Score: log10(0.933780312538147/0.36373212933540344) = 0.4094630479812622\n",
      "Sequence[11097] is 1 and Pathogenic Score: log10(0.9670801758766174/0.9382312893867493) = 0.01315255556255579\n",
      "Sequence[11103] is 1 and Pathogenic Score: log10(0.9084281325340271/0.17387135326862335) = 0.7180625200271606\n",
      "Sequence[11107] is 1 and Pathogenic Score: log10(0.8674984574317932/0.3507695198059082) = 0.3932468593120575\n",
      "Sequence[11116] is 1 and Pathogenic Score: log10(0.9603424072265625/0.7620461583137512) = 0.10044482350349426\n",
      "Sequence[11123] is 1 and Pathogenic Score: log10(0.9572515487670898/0.7638271450996399) = 0.09803098440170288\n",
      "Sequence[11125] is 1 and Pathogenic Score: log10(0.6832200288772583/0.029308294877409935) = 1.3675700426101685\n",
      "Sequence[11126] is 1 and Pathogenic Score: log10(0.9413963556289673/0.39247819781303406) = 0.379956990480423\n",
      "Sequence[11127] is 1 and Pathogenic Score: log10(0.9688559770584106/0.7471194863319397) = 0.11286917328834534\n",
      "Sequence[11135] is 1 and Pathogenic Score: log10(0.8901783227920532/0.8761873245239258) = 0.006880065426230431\n",
      "Sequence[11143] is 1 and Pathogenic Score: log10(0.9934787750244141/0.9455128312110901) = 0.02149117738008499\n",
      "Sequence[11145] is 1 and Pathogenic Score: log10(0.923992395401001/0.12181095778942108) = 0.879982054233551\n",
      "Sequence[11185] is 1 and Pathogenic Score: log10(0.9905982613563538/0.5493318438529968) = 0.2560628056526184\n",
      "Sequence[11287] is 1 and Pathogenic Score: log10(0.6226067543029785/0.013136370107531548) = 1.6757384538650513\n",
      "Sequence[11306] is 1 and Pathogenic Score: log10(0.7013543248176575/0.6517074108123779) = 0.0318848118185997\n",
      "Sequence[11324] is 1 and Pathogenic Score: log10(0.8595708012580872/0.10473667830228806) = 0.9141828417778015\n",
      "Sequence[11325] is 1 and Pathogenic Score: log10(0.9881274104118347/0.8331367373466492) = 0.07409664243459702\n",
      "Sequence[11326] is 1 and Pathogenic Score: log10(0.9399732351303101/0.3550335764884949) = 0.42284607887268066\n",
      "Sequence[11328] is 1 and Pathogenic Score: log10(0.3691615164279938/0.05200601741671562) = 0.851162850856781\n",
      "Sequence[11330] is 1 and Pathogenic Score: log10(0.890911340713501/0.020643115043640137) = 1.6350592374801636\n",
      "Sequence[11354] is 1 and Pathogenic Score: log10(0.9562618136405945/0.8040947914123535) = 0.07526954263448715\n",
      "Sequence[11364] is 1 and Pathogenic Score: log10(0.9240012168884277/0.26529064774513245) = 0.5419505834579468\n",
      "Sequence[11369] is 1 and Pathogenic Score: log10(0.1653517484664917/0.007885409519076347) = 1.3215845823287964\n",
      "Sequence[11374] is 1 and Pathogenic Score: log10(0.9373313784599304/0.044734980911016464) = 1.3212459087371826\n",
      "Sequence[11422] is 1 and Pathogenic Score: log10(0.7732595205307007/0.05951009318232536) = 1.1137346029281616\n",
      "Sequence[11425] is 1 and Pathogenic Score: log10(0.9822840094566345/0.905949056148529) = 0.03513328731060028\n",
      "Sequence[11432] is 1 and Pathogenic Score: log10(0.9603036642074585/0.8229227066040039) = 0.067049540579319\n",
      "Sequence[11441] is 1 and Pathogenic Score: log10(0.9842187762260437/0.9371572732925415) = 0.02127915620803833\n",
      "Sequence[11485] is 1 and Pathogenic Score: log10(0.8872934579849243/0.18244707584381104) = 0.6869303584098816\n",
      "Sequence[11492] is 1 and Pathogenic Score: log10(0.9191417694091797/0.9679543375968933) = -0.022472361102700233\n",
      "Sequence[11526] is 1 and Pathogenic Score: log10(0.9659891128540039/0.6214766502380371) = 0.1915474236011505\n",
      "Sequence[11535] is 1 and Pathogenic Score: log10(0.2454286366701126/0.2965813875198364) = -0.08221864700317383\n",
      "Sequence[11558] is 1 and Pathogenic Score: log10(0.9493610262870789/0.344957560300827) = 0.43966570496559143\n",
      "Sequence[11559] is 1 and Pathogenic Score: log10(0.9978247880935669/0.9766294360160828) = 0.009324467740952969\n",
      "Sequence[11624] is 1 and Pathogenic Score: log10(0.6269373893737793/0.007241896819323301) = 1.937371850013733\n",
      "Sequence[11699] is 1 and Pathogenic Score: log10(0.8526402115821838/0.06828106939792633) = 1.0964654684066772\n",
      "Sequence[11700] is 1 and Pathogenic Score: log10(0.9562855958938599/0.41912394762039185) = 0.3582451343536377\n",
      "Sequence[11708] is 1 and Pathogenic Score: log10(0.935735821723938/0.9264662265777588) = 0.004323676228523254\n",
      "Sequence[11720] is 1 and Pathogenic Score: log10(0.9969384670257568/0.9310941696166992) = 0.02967473678290844\n",
      "Sequence[11728] is 1 and Pathogenic Score: log10(0.5849649906158447/0.11198766529560089) = 0.7179597020149231\n",
      "Sequence[11735] is 1 and Pathogenic Score: log10(0.9726357460021973/0.8996696472167969) = 0.03386715427041054\n",
      "Sequence[11741] is 1 and Pathogenic Score: log10(0.8792600035667419/0.137727290391922) = 0.8050972819328308\n",
      "Sequence[11749] is 1 and Pathogenic Score: log10(0.9185038208961487/0.02083684131503105) = 1.6442490816116333\n",
      "Sequence[11774] is 1 and Pathogenic Score: log10(0.8613902926445007/0.7629064917564392) = 0.05272867903113365\n",
      "Sequence[11777] is 1 and Pathogenic Score: log10(0.6903431415557861/0.027766387909650803) = 1.3955456018447876\n",
      "Sequence[11785] is 1 and Pathogenic Score: log10(0.8725650310516357/0.17095816135406494) = 0.7079079747200012\n",
      "Sequence[11788] is 1 and Pathogenic Score: log10(0.9422719478607178/0.43453842401504517) = 0.33614811301231384\n",
      "Sequence[11789] is 1 and Pathogenic Score: log10(0.9523690938949585/0.7816623449325562) = 0.0857861116528511\n",
      "Sequence[11804] is 1 and Pathogenic Score: log10(0.885929524898529/0.4055703282356262) = 0.3393329977989197\n",
      "Sequence[11816] is 1 and Pathogenic Score: log10(0.9585453271865845/0.2784188985824585) = 0.5369139313697815\n",
      "Sequence[11826] is 1 and Pathogenic Score: log10(0.9917094111442566/0.3451572358608246) = 0.4583674371242523\n",
      "Sequence[11828] is 1 and Pathogenic Score: log10(0.7716284990310669/0.25537335872650146) = 0.4802326560020447\n",
      "Sequence[11829] is 1 and Pathogenic Score: log10(0.9433671832084656/0.24592603743076324) = 0.5838762521743774\n",
      "Sequence[11839] is 1 and Pathogenic Score: log10(0.8391870856285095/0.02070702239871025) = 1.607741117477417\n",
      "Sequence[11851] is 1 and Pathogenic Score: log10(0.9720153212547302/0.8262500166893005) = 0.07056163996458054\n",
      "Sequence[11857] is 1 and Pathogenic Score: log10(0.9689527750015259/0.9180009365081787) = 0.023459475487470627\n",
      "Sequence[11873] is 1 and Pathogenic Score: log10(0.9653691649436951/0.7324867844581604) = 0.1198936328291893\n",
      "Sequence[11874] is 1 and Pathogenic Score: log10(0.9653691649436951/0.7895060777664185) = 0.08733794838190079\n",
      "Sequence[11881] is 1 and Pathogenic Score: log10(0.8846667408943176/0.8151252269744873) = 0.03555537015199661\n",
      "Sequence[11882] is 1 and Pathogenic Score: log10(0.980751633644104/0.928498387336731) = 0.023777887225151062\n",
      "Sequence[11901] is 1 and Pathogenic Score: log10(0.888122022151947/0.20353896915912628) = 0.6398250460624695\n",
      "Sequence[11905] is 1 and Pathogenic Score: log10(0.8149973750114441/0.11439013481140137) = 0.8527676463127136\n",
      "Sequence[11907] is 1 and Pathogenic Score: log10(0.9062098860740662/0.3309534192085266) = 0.4374619126319885\n",
      "Sequence[11910] is 1 and Pathogenic Score: log10(0.8018738627433777/0.15821819007396698) = 0.7048496007919312\n",
      "Sequence[11923] is 1 and Pathogenic Score: log10(0.8652592301368713/0.09504751861095428) = 0.9592054486274719\n",
      "Sequence[11931] is 1 and Pathogenic Score: log10(0.8532810211181641/0.013858994469046593) = 1.7893604040145874\n",
      "Sequence[11948] is 1 and Pathogenic Score: log10(0.9743261337280273/0.08157499134540558) = 1.077147364616394\n",
      "Sequence[11949] is 1 and Pathogenic Score: log10(0.4127654731273651/0.026091139763593674) = 1.199210286140442\n",
      "Sequence[11950] is 1 and Pathogenic Score: log10(0.4127654731273651/0.030581066384911537) = 1.1302506923675537\n",
      "Sequence[11951] is 1 and Pathogenic Score: log10(0.9462027549743652/0.5743508338928223) = 0.21680694818496704\n",
      "Sequence[11954] is 1 and Pathogenic Score: log10(0.7767705917358398/0.5392027497291565) = 0.15854069590568542\n",
      "Sequence[11976] is 1 and Pathogenic Score: log10(0.9878684282302856/0.6908301115036011) = 0.15532784163951874\n"
     ]
    }
   ],
   "source": [
    "alt_less = 0\n",
    "alt_less_than_0_5 = 0\n",
    "for i in range(len(y1_var_ref_predict)):\n",
    "    if donor['class'][i] == 1:\n",
    "        if y1_var_alt_predict[i][1] < 0.5 and y1_var_ref_predict[i][1] >= 0.5: alt_less+=1\n",
    "        if y1_var_alt_predict[i][1] < 0.5: alt_less_than_0_5+=1\n",
    "        print(\"Sequence[{0}] is {1} and Pathogenic Score: log10({2}/{3}) = {4}\".format(i, donor['class'][i], y1_var_ref_predict[i][1], y1_var_alt_predict[i][1], calculate.calculate_mutation_score(y1_var_ref_predict[i][1], y1_var_alt_predict[i][1])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "y2_var_ref_predict = donor_Vmodel_2.predict_proba(ref_seq_matrix)\n",
    "y2_var_ref_predict_classes = donor_Vmodel_2.predict_classes(ref_seq_matrix)\n",
    "\n",
    "y2_var_alt_predict = donor_Vmodel_2.predict_proba(alt_seq_matrix)\n",
    "y2_var_alt_predict_classes = donor_Vmodel_2.predict_classes(alt_seq_matrix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[110] is 1 and Pathogenic Score: log10(0.9894173741340637/0.9900195598602295) = -0.00026424668612889946\n",
      "Sequence[114] is 1 and Pathogenic Score: log10(0.9667335748672485/0.2571851313114166) = 0.5750609636306763\n",
      "Sequence[129] is 1 and Pathogenic Score: log10(0.9623429775238037/0.7487733364105225) = 0.10897950083017349\n",
      "Sequence[150] is 1 and Pathogenic Score: log10(0.9356465935707092/0.3686048090457916) = 0.40455082058906555\n",
      "Sequence[151] is 1 and Pathogenic Score: log10(0.9597053527832031/0.5827322602272034) = 0.21666884422302246\n",
      "Sequence[157] is 1 and Pathogenic Score: log10(0.9900738000869751/0.9771636724472046) = 0.005700259003788233\n",
      "Sequence[163] is 1 and Pathogenic Score: log10(0.9719240069389343/0.4314158856868744) = 0.3527362048625946\n",
      "Sequence[166] is 1 and Pathogenic Score: log10(0.9182328581809998/0.06746374815702438) = 1.1338824033737183\n",
      "Sequence[175] is 1 and Pathogenic Score: log10(0.7768281102180481/0.7851327657699585) = -0.004618165548890829\n",
      "Sequence[180] is 1 and Pathogenic Score: log10(0.905125081539154/0.30842530727386475) = 0.4675585925579071\n",
      "Sequence[192] is 1 and Pathogenic Score: log10(0.8058176040649414/0.10570145398378372) = 0.8821557760238647\n",
      "Sequence[206] is 1 and Pathogenic Score: log10(0.8830273747444153/0.028361137956380844) = 1.4932504892349243\n",
      "Sequence[216] is 1 and Pathogenic Score: log10(0.9642795324325562/0.893963098526001) = 0.032883379608392715\n",
      "Sequence[240] is 1 and Pathogenic Score: log10(0.9681506156921387/0.8924612998962402) = 0.03535354509949684\n",
      "Sequence[247] is 1 and Pathogenic Score: log10(0.9960607886314392/0.7022191882133484) = 0.15181314945220947\n",
      "Sequence[251] is 1 and Pathogenic Score: log10(0.9805631637573242/0.8428874611854553) = 0.06570598483085632\n",
      "Sequence[254] is 1 and Pathogenic Score: log10(0.9924476146697998/0.9276365637779236) = 0.029329748824238777\n",
      "Sequence[255] is 1 and Pathogenic Score: log10(0.9924476146697998/0.9320067763328552) = 0.027288520708680153\n",
      "Sequence[260] is 1 and Pathogenic Score: log10(0.9726756811141968/0.3082188367843628) = 0.4991088807582855\n",
      "Sequence[268] is 1 and Pathogenic Score: log10(0.9166720509529114/0.021789589896798134) = 1.6239649057388306\n",
      "Sequence[300] is 1 and Pathogenic Score: log10(0.9682270884513855/0.09578816592693329) = 1.0046653747558594\n",
      "Sequence[301] is 1 and Pathogenic Score: log10(0.9903224110603333/0.9409741759300232) = 0.022198889404535294\n",
      "Sequence[331] is 1 and Pathogenic Score: log10(0.7309636473655701/0.05762815102934837) = 1.103261113166809\n",
      "Sequence[337] is 1 and Pathogenic Score: log10(0.7263503074645996/0.021798156201839447) = 1.5227264165878296\n",
      "Sequence[368] is 1 and Pathogenic Score: log10(0.9933474659919739/0.9885604977607727) = 0.002097952412441373\n",
      "Sequence[511] is 1 and Pathogenic Score: log10(0.8477234244346619/0.1629783660173416) = 0.7161242365837097\n",
      "Sequence[514] is 1 and Pathogenic Score: log10(0.9045015573501587/0.19524399936199188) = 0.6658316254615784\n",
      "Sequence[516] is 1 and Pathogenic Score: log10(0.7846299409866333/0.005714548751711845) = 2.1376829147338867\n",
      "Sequence[525] is 1 and Pathogenic Score: log10(0.11814746260643005/0.0019745081663131714) = 1.7769654989242554\n",
      "Sequence[561] is 1 and Pathogenic Score: log10(0.8611423373222351/0.18657949566841125) = 0.6642110347747803\n",
      "Sequence[562] is 1 and Pathogenic Score: log10(0.8611423373222351/0.19590525329113007) = 0.6430288553237915\n",
      "Sequence[607] is 1 and Pathogenic Score: log10(0.9002915620803833/0.22139953076839447) = 0.60920649766922\n",
      "Sequence[608] is 1 and Pathogenic Score: log10(0.9002915620803833/0.3315153121948242) = 0.4338796138763428\n",
      "Sequence[653] is 1 and Pathogenic Score: log10(0.9448896050453186/0.817006528377533) = 0.06315552443265915\n",
      "Sequence[672] is 1 and Pathogenic Score: log10(0.7978687882423401/0.01459559053182602) = 1.7377097606658936\n",
      "Sequence[683] is 1 and Pathogenic Score: log10(0.9472145438194275/0.7728333473205566) = 0.08836252242326736\n",
      "Sequence[708] is 1 and Pathogenic Score: log10(0.7942635416984558/0.5812116861343384) = 0.1356302946805954\n",
      "Sequence[745] is 1 and Pathogenic Score: log10(0.9135780334472656/0.7932491302490234) = 0.06133604794740677\n",
      "Sequence[746] is 1 and Pathogenic Score: log10(0.9958701729774475/0.9950577020645142) = 0.00035444131935946643\n",
      "Sequence[751] is 1 and Pathogenic Score: log10(0.7327550649642944/0.05354331061244011) = 1.1362535953521729\n",
      "Sequence[752] is 1 and Pathogenic Score: log10(0.9397659301757812/0.272732138633728) = 0.5372833609580994\n",
      "Sequence[769] is 1 and Pathogenic Score: log10(0.9454448819160461/0.10913311690092087) = 0.937679648399353\n",
      "Sequence[771] is 1 and Pathogenic Score: log10(0.9469284415245056/0.18201248347759247) = 0.716215968132019\n",
      "Sequence[772] is 1 and Pathogenic Score: log10(0.9469284415245056/0.15243954956531525) = 0.7932195067405701\n",
      "Sequence[773] is 1 and Pathogenic Score: log10(0.9469284415245056/0.7325330376625061) = 0.11148995906114578\n",
      "Sequence[774] is 1 and Pathogenic Score: log10(0.9469284415245056/0.7770262956619263) = 0.08588144928216934\n",
      "Sequence[776] is 1 and Pathogenic Score: log10(0.935869574546814/0.30562251806259155) = 0.4860299825668335\n",
      "Sequence[777] is 1 and Pathogenic Score: log10(0.9324779510498047/0.5632709860801697) = 0.21892119944095612\n",
      "Sequence[778] is 1 and Pathogenic Score: log10(0.9324779510498047/0.4505353569984436) = 0.3159097135066986\n",
      "Sequence[779] is 1 and Pathogenic Score: log10(0.9324779510498047/0.10785124450922012) = 0.9368134140968323\n",
      "Sequence[780] is 1 and Pathogenic Score: log10(0.9324779510498047/0.4304540455341339) = 0.3357117772102356\n",
      "Sequence[781] is 1 and Pathogenic Score: log10(0.9324779510498047/0.6369490623474121) = 0.1655338555574417\n",
      "Sequence[784] is 1 and Pathogenic Score: log10(0.976710855960846/0.2364579737186432) = 0.6160120368003845\n",
      "Sequence[788] is 1 and Pathogenic Score: log10(0.9877711534500122/0.40567824244499207) = 0.3864746391773224\n",
      "Sequence[789] is 1 and Pathogenic Score: log10(0.9877711534500122/0.6961625218391418) = 0.15194569528102875\n",
      "Sequence[793] is 1 and Pathogenic Score: log10(0.9477468729019165/0.11204175651073456) = 0.927312433719635\n",
      "Sequence[794] is 1 and Pathogenic Score: log10(0.9477468729019165/0.08806636929512024) = 1.0318822860717773\n",
      "Sequence[798] is 1 and Pathogenic Score: log10(0.9443255066871643/0.08686123788356781) = 1.036295771598816\n",
      "Sequence[799] is 1 and Pathogenic Score: log10(0.9443255066871643/0.07271251827478409) = 1.1135125160217285\n",
      "Sequence[802] is 1 and Pathogenic Score: log10(0.9882194995880127/0.5600451231002808) = 0.24663041532039642\n",
      "Sequence[807] is 1 and Pathogenic Score: log10(0.9129170775413513/0.6362443566322327) = 0.15680739283561707\n",
      "Sequence[810] is 1 and Pathogenic Score: log10(0.9373844265937805/0.08491457998752594) = 1.0429354906082153\n",
      "Sequence[811] is 1 and Pathogenic Score: log10(0.934094250202179/0.16580888628959656) = 0.7507829070091248\n",
      "Sequence[812] is 1 and Pathogenic Score: log10(0.934094250202179/0.2196568250656128) = 0.6286459565162659\n",
      "Sequence[813] is 1 and Pathogenic Score: log10(0.9907262325286865/0.3074643313884735) = 0.5081589221954346\n",
      "Sequence[814] is 1 and Pathogenic Score: log10(0.9907262325286865/0.2843656837940216) = 0.5420764684677124\n",
      "Sequence[817] is 1 and Pathogenic Score: log10(0.9933835864067078/0.6172645092010498) = 0.206645667552948\n",
      "Sequence[818] is 1 and Pathogenic Score: log10(0.9933835864067078/0.967650294303894) = 0.011398538015782833\n",
      "Sequence[822] is 1 and Pathogenic Score: log10(0.9752721190452576/0.2777053117752075) = 0.5455416440963745\n",
      "Sequence[824] is 1 and Pathogenic Score: log10(0.9702271223068237/0.36861541867256165) = 0.4202999174594879\n",
      "Sequence[826] is 1 and Pathogenic Score: log10(0.9548929929733276/0.7013956904411316) = 0.13399159908294678\n",
      "Sequence[834] is 1 and Pathogenic Score: log10(0.9951648712158203/0.7958215475082397) = 0.097079336643219\n",
      "Sequence[835] is 1 and Pathogenic Score: log10(0.9575772285461426/0.9526100754737854) = 0.0022586211562156677\n",
      "Sequence[836] is 1 and Pathogenic Score: log10(0.920672595500946/0.2671102285385132) = 0.5374147295951843\n",
      "Sequence[837] is 1 and Pathogenic Score: log10(0.920672595500946/0.252735435962677) = 0.5614390969276428\n",
      "Sequence[839] is 1 and Pathogenic Score: log10(0.9667539596557617/0.8889603614807129) = 0.036433540284633636\n",
      "Sequence[840] is 1 and Pathogenic Score: log10(0.9667539596557617/0.9173299074172974) = 0.022790417075157166\n",
      "Sequence[841] is 1 and Pathogenic Score: log10(0.9510768055915833/0.7779557108879089) = 0.08726071566343307\n",
      "Sequence[842] is 1 and Pathogenic Score: log10(0.9510768055915833/0.4409066140651703) = 0.33386898040771484\n",
      "Sequence[843] is 1 and Pathogenic Score: log10(0.9510768055915833/0.8784694075584412) = 0.034488968551158905\n",
      "Sequence[844] is 1 and Pathogenic Score: log10(0.9607625603675842/0.3070407211780548) = 0.49542006850242615\n",
      "Sequence[845] is 1 and Pathogenic Score: log10(0.9730511903762817/0.15447454154491425) = 0.799278736114502\n",
      "Sequence[877] is 1 and Pathogenic Score: log10(0.8098317384719849/0.7579899430274963) = 0.028731370344758034\n",
      "Sequence[879] is 1 and Pathogenic Score: log10(0.9963221549987793/0.9797934889793396) = 0.007265240419656038\n",
      "Sequence[880] is 1 and Pathogenic Score: log10(0.9374656081199646/0.11690369248390198) = 0.9041271209716797\n",
      "Sequence[884] is 1 and Pathogenic Score: log10(0.8896894454956055/0.2086709439754486) = 0.6297764182090759\n",
      "Sequence[885] is 1 and Pathogenic Score: log10(0.8896894454956055/0.2629803419113159) = 0.529315173625946\n",
      "Sequence[903] is 1 and Pathogenic Score: log10(0.954210638999939/0.19800791144371033) = 0.6829617023468018\n",
      "Sequence[907] is 1 and Pathogenic Score: log10(0.9962277412414551/0.7971314191818237) = 0.09682869911193848\n",
      "Sequence[911] is 1 and Pathogenic Score: log10(0.9868070483207703/0.9235942959785461) = 0.02875099517405033\n",
      "Sequence[931] is 1 and Pathogenic Score: log10(0.6813355684280396/0.13819019496440887) = 0.6928838491439819\n",
      "Sequence[932] is 1 and Pathogenic Score: log10(0.933436393737793/0.08364029228687286) = 1.0476691722869873\n",
      "Sequence[952] is 1 and Pathogenic Score: log10(0.8880712985992432/0.3837645649909973) = 0.3643829822540283\n",
      "Sequence[954] is 1 and Pathogenic Score: log10(0.8851954936981201/0.5117043852806091) = 0.23802004754543304\n",
      "Sequence[990] is 1 and Pathogenic Score: log10(0.9549961686134338/0.8721579313278198) = 0.03940647095441818\n",
      "Sequence[1010] is 1 and Pathogenic Score: log10(0.8989139795303345/0.1259380578994751) = 0.8535611629486084\n",
      "Sequence[1016] is 1 and Pathogenic Score: log10(0.9853011965751648/0.9290124177932739) = 0.025547491386532784\n",
      "Sequence[1021] is 1 and Pathogenic Score: log10(0.29794928431510925/0.31347236037254333) = -0.02205691486597061\n",
      "Sequence[1030] is 1 and Pathogenic Score: log10(0.9638076424598694/0.8248405456542969) = 0.06762036681175232\n",
      "Sequence[1040] is 1 and Pathogenic Score: log10(0.9453375935554504/0.9409578442573547) = 0.0020167455077171326\n",
      "Sequence[1041] is 1 and Pathogenic Score: log10(0.9516773819923401/0.8609090447425842) = 0.043532468378543854\n",
      "Sequence[1048] is 1 and Pathogenic Score: log10(0.8955422639846802/0.5966029167175293) = 0.17640070617198944\n",
      "Sequence[1053] is 1 and Pathogenic Score: log10(0.91059809923172/0.1584269255399704) = 0.7594977617263794\n",
      "Sequence[1056] is 1 and Pathogenic Score: log10(0.7113291025161743/0.04763275757431984) = 1.174164891242981\n",
      "Sequence[1057] is 1 and Pathogenic Score: log10(0.7113291025161743/0.021836355328559875) = 1.5128904581069946\n",
      "Sequence[1060] is 1 and Pathogenic Score: log10(0.8741000294685364/0.7345139384269714) = 0.07556107640266418\n",
      "Sequence[1061] is 1 and Pathogenic Score: log10(0.8741000294685364/0.13607929646968842) = 0.8077690601348877\n",
      "Sequence[1065] is 1 and Pathogenic Score: log10(0.9369649887084961/0.8620554208755493) = 0.03618815913796425\n",
      "Sequence[1066] is 1 and Pathogenic Score: log10(0.9369649887084961/0.8964783549308777) = 0.01918354630470276\n",
      "Sequence[1071] is 1 and Pathogenic Score: log10(0.8127354979515076/0.028359226882457733) = 1.4572548866271973\n",
      "Sequence[1084] is 1 and Pathogenic Score: log10(0.9909653663635254/0.9445525407791138) = 0.020832350477576256\n",
      "Sequence[1085] is 1 and Pathogenic Score: log10(0.9909653663635254/0.8828207850456238) = 0.0501859113574028\n",
      "Sequence[1086] is 1 and Pathogenic Score: log10(0.9909653663635254/0.9193955063819885) = 0.03255610913038254\n",
      "Sequence[1089] is 1 and Pathogenic Score: log10(0.6397979259490967/0.03753134608268738) = 1.2316486835479736\n",
      "Sequence[1108] is 1 and Pathogenic Score: log10(0.8862335085868835/0.8456268906593323) = 0.020369375124573708\n",
      "Sequence[1110] is 1 and Pathogenic Score: log10(0.9605095386505127/0.5542654991149902) = 0.2387838512659073\n",
      "Sequence[1123] is 1 and Pathogenic Score: log10(0.9645013809204102/0.3191096782684326) = 0.4803628921508789\n",
      "Sequence[1204] is 1 and Pathogenic Score: log10(0.8914973735809326/0.28421127796173096) = 0.49647873640060425\n",
      "Sequence[1220] is 1 and Pathogenic Score: log10(0.9860348701477051/0.19599945843219757) = 0.7016373872756958\n",
      "Sequence[1225] is 1 and Pathogenic Score: log10(0.9446746706962585/0.7282108664512634) = 0.11302512884140015\n",
      "Sequence[1255] is 1 and Pathogenic Score: log10(0.9498888254165649/0.7433236837387085) = 0.10649479925632477\n",
      "Sequence[1256] is 1 and Pathogenic Score: log10(0.9300611019134521/0.2122163623571396) = 0.6417326331138611\n",
      "Sequence[1257] is 1 and Pathogenic Score: log10(0.8887770771980286/0.02250516228377819) = 1.596510648727417\n",
      "Sequence[1277] is 1 and Pathogenic Score: log10(0.8939472436904907/0.5303900837898254) = 0.22671650350093842\n",
      "Sequence[1285] is 1 and Pathogenic Score: log10(0.9975257515907288/0.9920701384544373) = 0.0023817482870072126\n",
      "Sequence[1287] is 1 and Pathogenic Score: log10(0.9920802712440491/0.991508960723877) = 0.00025019346503540874\n",
      "Sequence[1305] is 1 and Pathogenic Score: log10(0.7512751221656799/0.33611661195755005) = 0.3493089973926544\n",
      "Sequence[1306] is 1 and Pathogenic Score: log10(0.958469569683075/0.9407403469085693) = 0.008108559995889664\n",
      "Sequence[1315] is 1 and Pathogenic Score: log10(0.9512113332748413/0.039401985704898834) = 1.3827588558197021\n",
      "Sequence[1342] is 1 and Pathogenic Score: log10(0.9548457264900208/0.9516844153404236) = 0.001440234249457717\n",
      "Sequence[1398] is 1 and Pathogenic Score: log10(0.7297274470329285/0.0006372355273924768) = 3.0588607788085938\n",
      "Sequence[1418] is 1 and Pathogenic Score: log10(0.892588198184967/0.0110683124512434) = 1.9065697193145752\n",
      "Sequence[1419] is 1 and Pathogenic Score: log10(0.9853630065917969/0.7899526357650757) = 0.0959952101111412\n",
      "Sequence[1420] is 1 and Pathogenic Score: log10(0.9853630065917969/0.6072092056274414) = 0.21025791764259338\n",
      "Sequence[1426] is 1 and Pathogenic Score: log10(0.9335201382637024/0.1378503441810608) = 0.8307158350944519\n",
      "Sequence[1475] is 1 and Pathogenic Score: log10(0.9230585098266602/0.9296876788139343) = -0.0031078318133950233\n",
      "Sequence[1481] is 1 and Pathogenic Score: log10(0.8665330410003662/0.03459255397319794) = 1.3988025188446045\n",
      "Sequence[1484] is 1 and Pathogenic Score: log10(0.9389047622680664/0.4816798269748688) = 0.28986307978630066\n",
      "Sequence[1495] is 1 and Pathogenic Score: log10(0.8617801070213318/0.010315834544599056) = 1.9218920469284058\n",
      "Sequence[1497] is 1 and Pathogenic Score: log10(0.8978179693222046/0.6791612505912781) = 0.12121541053056717\n",
      "Sequence[1545] is 1 and Pathogenic Score: log10(0.93763667345047/0.12067955732345581) = 0.8904008865356445\n",
      "Sequence[1546] is 1 and Pathogenic Score: log10(0.93763667345047/0.4084722101688385) = 0.3608720600605011\n",
      "Sequence[1547] is 1 and Pathogenic Score: log10(0.9642751812934875/0.9643541574478149) = -3.556877709343098e-05\n",
      "Sequence[1548] is 1 and Pathogenic Score: log10(0.9642751812934875/0.11566725373268127) = 0.9209905862808228\n",
      "Sequence[1550] is 1 and Pathogenic Score: log10(0.9517353773117065/0.21452757716178894) = 0.6470330953598022\n",
      "Sequence[1554] is 1 and Pathogenic Score: log10(0.7641416788101196/0.007525695022195578) = 2.006627321243286\n",
      "Sequence[1564] is 1 and Pathogenic Score: log10(0.914554238319397/0.00876360759139061) = 2.018526554107666\n",
      "Sequence[1565] is 1 and Pathogenic Score: log10(0.9851453304290771/0.90439772605896) = 0.0371408648788929\n",
      "Sequence[1575] is 1 and Pathogenic Score: log10(0.774685800075531/0.07409068942070007) = 1.019361972808838\n",
      "Sequence[1580] is 1 and Pathogenic Score: log10(0.9477260112762451/0.13219067454338074) = 0.8554819822311401\n",
      "Sequence[1591] is 1 and Pathogenic Score: log10(0.8493294715881348/0.24556778371334076) = 0.5389047861099243\n",
      "Sequence[1592] is 1 and Pathogenic Score: log10(0.8358479738235474/0.7812957167625427) = 0.02931184507906437\n",
      "Sequence[1599] is 1 and Pathogenic Score: log10(0.951260507106781/0.5197290778160095) = 0.262522429227829\n",
      "Sequence[1611] is 1 and Pathogenic Score: log10(0.9178870320320129/0.6095340251922607) = 0.1777912974357605\n",
      "Sequence[1641] is 1 and Pathogenic Score: log10(0.9018712043762207/0.10214347392320633) = 0.9459339380264282\n",
      "Sequence[1642] is 1 and Pathogenic Score: log10(0.9018712043762207/0.1118297278881073) = 0.9065872430801392\n",
      "Sequence[1643] is 1 and Pathogenic Score: log10(0.9018712043762207/0.18456238508224487) = 0.6890013217926025\n",
      "Sequence[1652] is 1 and Pathogenic Score: log10(0.8862108588218689/0.2494460642337799) = 0.5505604147911072\n",
      "Sequence[1653] is 1 and Pathogenic Score: log10(0.8862108588218689/0.14295430481433868) = 0.7923398613929749\n",
      "Sequence[1654] is 1 and Pathogenic Score: log10(0.8862108588218689/0.4050729274749756) = 0.3400038778781891\n",
      "Sequence[1660] is 1 and Pathogenic Score: log10(0.9869128465652466/0.927132248878479) = 0.027137095108628273\n",
      "Sequence[1663] is 1 and Pathogenic Score: log10(0.9482563138008118/0.6868277788162231) = 0.1400778740644455\n",
      "Sequence[1664] is 1 and Pathogenic Score: log10(0.9482563138008118/0.532938539981842) = 0.25024861097335815\n",
      "Sequence[1685] is 1 and Pathogenic Score: log10(0.8468338847160339/0.12767000496387482) = 0.821709394454956\n",
      "Sequence[1739] is 1 and Pathogenic Score: log10(0.8798102736473083/0.03097093105316162) = 1.453434705734253\n",
      "Sequence[1748] is 1 and Pathogenic Score: log10(0.9813428521156311/0.7666028738021851) = 0.10725032538175583\n",
      "Sequence[1765] is 1 and Pathogenic Score: log10(0.8778241872787476/0.5506428480148315) = 0.20253755152225494\n",
      "Sequence[1798] is 1 and Pathogenic Score: log10(0.9876601099967957/0.8855470418930054) = 0.04739585518836975\n",
      "Sequence[1800] is 1 and Pathogenic Score: log10(0.9638711214065552/0.6141840219497681) = 0.19572043418884277\n",
      "Sequence[1824] is 1 and Pathogenic Score: log10(0.8192049860954285/0.048839833587408066) = 1.2246184349060059\n",
      "Sequence[1852] is 1 and Pathogenic Score: log10(0.9337075352668762/0.17376282811164856) = 0.7302539944648743\n",
      "Sequence[1889] is 1 and Pathogenic Score: log10(0.9398423433303833/0.900409460067749) = 0.018614958971738815\n",
      "Sequence[1929] is 1 and Pathogenic Score: log10(0.8428333401679993/0.34969696402549744) = 0.3820498287677765\n",
      "Sequence[1935] is 1 and Pathogenic Score: log10(0.9715197682380676/0.3908137083053589) = 0.3954818546772003\n",
      "Sequence[1959] is 1 and Pathogenic Score: log10(0.9806655049324036/0.9320632219314575) = 0.022075548768043518\n",
      "Sequence[2007] is 1 and Pathogenic Score: log10(0.9726654291152954/0.12800084054470062) = 0.8807506561279297\n",
      "Sequence[2040] is 1 and Pathogenic Score: log10(0.9810616374015808/0.026488881558179855) = 1.5686326026916504\n",
      "Sequence[2090] is 1 and Pathogenic Score: log10(0.7975232005119324/0.0668596401810646) = 1.0765793323516846\n",
      "Sequence[2095] is 1 and Pathogenic Score: log10(0.9736751914024353/0.8779791593551636) = 0.04492989927530289\n",
      "Sequence[2099] is 1 and Pathogenic Score: log10(0.9797804951667786/0.7922658324241638) = 0.09225784987211227\n",
      "Sequence[2103] is 1 and Pathogenic Score: log10(0.9825041890144348/0.36547502875328064) = 0.42947670817375183\n",
      "Sequence[2116] is 1 and Pathogenic Score: log10(0.9965251088142395/0.9485581517219543) = 0.02142431028187275\n",
      "Sequence[2118] is 1 and Pathogenic Score: log10(0.8964739441871643/0.04503230005502701) = 1.2990134954452515\n",
      "Sequence[2119] is 1 and Pathogenic Score: log10(0.9871509075164795/0.9575464725494385) = 0.013223671354353428\n",
      "Sequence[2120] is 1 and Pathogenic Score: log10(0.9005416631698608/0.007099903654307127) = 2.1032514572143555\n",
      "Sequence[2123] is 1 and Pathogenic Score: log10(0.9861723780632019/0.3915957808494568) = 0.401114821434021\n",
      "Sequence[2124] is 1 and Pathogenic Score: log10(0.9861723780632019/0.9017480611801147) = 0.03886760398745537\n",
      "Sequence[2145] is 1 and Pathogenic Score: log10(0.8411784172058105/0.026251129806041718) = 1.5057401657104492\n",
      "Sequence[2146] is 1 and Pathogenic Score: log10(0.8411784172058105/0.34690162539482117) = 0.3846817910671234\n",
      "Sequence[2149] is 1 and Pathogenic Score: log10(0.8934049606323242/0.5851921439170837) = 0.18374988436698914\n",
      "Sequence[2150] is 1 and Pathogenic Score: log10(0.8934049606323242/0.20501132309436798) = 0.639270544052124\n",
      "Sequence[2155] is 1 and Pathogenic Score: log10(0.8818614482879639/0.6811622381210327) = 0.11214980483055115\n",
      "Sequence[2156] is 1 and Pathogenic Score: log10(0.8818614482879639/0.7471163868904114) = 0.07201209664344788\n",
      "Sequence[2159] is 1 and Pathogenic Score: log10(0.9754063487052917/0.4174117147922516) = 0.36862093210220337\n",
      "Sequence[2161] is 1 and Pathogenic Score: log10(0.9655994772911072/0.8245137929916382) = 0.06859911978244781\n",
      "Sequence[2162] is 1 and Pathogenic Score: log10(0.7190746068954468/0.07071704417467117) = 1.0072498321533203\n",
      "Sequence[2163] is 1 and Pathogenic Score: log10(0.7190746068954468/0.053372979164123535) = 1.1294524669647217\n",
      "Sequence[2216] is 1 and Pathogenic Score: log10(0.990104615688324/0.955780565738678) = 0.015322878956794739\n",
      "Sequence[2222] is 1 and Pathogenic Score: log10(0.9880620241165161/0.8067295551300049) = 0.08805625885725021\n",
      "Sequence[2257] is 1 and Pathogenic Score: log10(0.9337013363838196/0.3863009810447693) = 0.3832821846008301\n",
      "Sequence[2309] is 1 and Pathogenic Score: log10(0.6946873664855957/0.9033249616622925) = -0.1140546128153801\n",
      "Sequence[2315] is 1 and Pathogenic Score: log10(0.9835498332977295/0.7569289803504944) = 0.11374121904373169\n",
      "Sequence[2317] is 1 and Pathogenic Score: log10(0.88831627368927/0.12736813724040985) = 0.8435068130493164\n",
      "Sequence[2320] is 1 and Pathogenic Score: log10(0.687072217464447/0.10105884075164795) = 0.8324280381202698\n",
      "Sequence[2330] is 1 and Pathogenic Score: log10(0.9459586143493652/0.5225400924682617) = 0.25775253772735596\n",
      "Sequence[2332] is 1 and Pathogenic Score: log10(0.9320518374443054/0.6490904092788696) = 0.15713486075401306\n",
      "Sequence[2336] is 1 and Pathogenic Score: log10(0.8106730580329895/0.11699725687503815) = 0.8406700491905212\n",
      "Sequence[2338] is 1 and Pathogenic Score: log10(0.8068088889122009/0.023352760821580887) = 1.5384324789047241\n",
      "Sequence[2342] is 1 and Pathogenic Score: log10(0.9000017046928406/0.2445177137851715) = 0.5659329891204834\n",
      "Sequence[2355] is 1 and Pathogenic Score: log10(0.9553463459014893/0.8454766273498535) = 0.05305924266576767\n",
      "Sequence[2444] is 1 and Pathogenic Score: log10(0.9479753971099854/0.26948729157447815) = 0.5462587475776672\n",
      "Sequence[2445] is 1 and Pathogenic Score: log10(0.9691181182861328/0.7568901777267456) = 0.10734385997056961\n",
      "Sequence[2489] is 1 and Pathogenic Score: log10(0.9857024550437927/0.27363431453704834) = 0.5565752983093262\n",
      "Sequence[2499] is 1 and Pathogenic Score: log10(0.9910591244697571/0.7192109823226929) = 0.1392432451248169\n",
      "Sequence[2514] is 1 and Pathogenic Score: log10(0.808548629283905/0.45173344016075134) = 0.2528238892555237\n",
      "Sequence[2515] is 1 and Pathogenic Score: log10(0.808548629283905/0.09851909428834915) = 0.9141857624053955\n",
      "Sequence[2516] is 1 and Pathogenic Score: log10(0.808548629283905/0.7346920371055603) = 0.04160081595182419\n",
      "Sequence[2662] is 1 and Pathogenic Score: log10(0.9989892840385437/0.9915311336517334) = 0.0032544811256229877\n",
      "Sequence[2671] is 1 and Pathogenic Score: log10(0.9889321327209473/0.927137553691864) = 0.028022339567542076\n",
      "Sequence[2769] is 1 and Pathogenic Score: log10(0.1914246529340744/0.0022568388376384974) = 1.928497314453125\n",
      "Sequence[2770] is 1 and Pathogenic Score: log10(0.9855158925056458/0.905298113822937) = 0.036872006952762604\n",
      "Sequence[2772] is 1 and Pathogenic Score: log10(0.9851090908050537/0.745004415512085) = 0.12132547795772552\n",
      "Sequence[2779] is 1 and Pathogenic Score: log10(0.977760374546051/0.029796773567795753) = 1.5160632133483887\n",
      "Sequence[2808] is 1 and Pathogenic Score: log10(0.9888662695884705/0.9149764776229858) = 0.03372763469815254\n",
      "Sequence[2826] is 1 and Pathogenic Score: log10(0.9654742479324341/0.8513961434364319) = 0.054609015583992004\n",
      "Sequence[2885] is 1 and Pathogenic Score: log10(0.9506734013557434/0.3634125292301178) = 0.41763144731521606\n",
      "Sequence[2889] is 1 and Pathogenic Score: log10(0.9913192391395569/0.9059749841690063) = 0.03909733146429062\n",
      "Sequence[2890] is 1 and Pathogenic Score: log10(0.9913192391395569/0.8396279811859131) = 0.07212664932012558\n",
      "Sequence[2955] is 1 and Pathogenic Score: log10(0.9715549945831299/0.255548357963562) = 0.5799943208694458\n",
      "Sequence[2958] is 1 and Pathogenic Score: log10(0.9455644488334656/0.6558912992477417) = 0.1588592678308487\n",
      "Sequence[2959] is 1 and Pathogenic Score: log10(0.9455644488334656/0.6738388538360596) = 0.14713507890701294\n",
      "Sequence[2965] is 1 and Pathogenic Score: log10(0.9509614706039429/0.8243288993835449) = 0.062062375247478485\n",
      "Sequence[2966] is 1 and Pathogenic Score: log10(0.9509614706039429/0.41470301151275635) = 0.360425740480423\n",
      "Sequence[2980] is 1 and Pathogenic Score: log10(0.9596151113510132/0.7162192463874817) = 0.12705110013484955\n",
      "Sequence[2990] is 1 and Pathogenic Score: log10(0.6471773386001587/0.10291875153779984) = 0.798528790473938\n",
      "Sequence[2991] is 1 and Pathogenic Score: log10(0.9848544597625732/0.5974113345146179) = 0.21709857881069183\n",
      "Sequence[3000] is 1 and Pathogenic Score: log10(0.994734525680542/0.41424447298049927) = 0.38045045733451843\n",
      "Sequence[3043] is 1 and Pathogenic Score: log10(0.6163951754570007/0.2134377658367157) = 0.4605879783630371\n",
      "Sequence[3075] is 1 and Pathogenic Score: log10(0.9740186333656311/0.8282389640808105) = 0.07041159272193909\n",
      "Sequence[3076] is 1 and Pathogenic Score: log10(0.9740186333656311/0.8500369191169739) = 0.059129465371370316\n",
      "Sequence[3080] is 1 and Pathogenic Score: log10(0.9652761816978455/0.7983074188232422) = 0.08248140662908554\n",
      "Sequence[3083] is 1 and Pathogenic Score: log10(0.9532614350318909/0.6094865202903748) = 0.19424790143966675\n",
      "Sequence[3085] is 1 and Pathogenic Score: log10(0.987963080406189/0.9337628483772278) = 0.024504102766513824\n",
      "Sequence[3086] is 1 and Pathogenic Score: log10(0.987963080406189/0.90004563331604) = 0.04047616571187973\n",
      "Sequence[3138] is 1 and Pathogenic Score: log10(0.921084463596344/0.22399643063545227) = 0.6140583157539368\n",
      "Sequence[3153] is 1 and Pathogenic Score: log10(0.940298855304718/0.5308835506439209) = 0.24826662242412567\n",
      "Sequence[3154] is 1 and Pathogenic Score: log10(0.9624407887458801/0.9716265797615051) = -0.004125356674194336\n",
      "Sequence[3162] is 1 and Pathogenic Score: log10(0.9719353914260864/0.8103851079940796) = 0.07894594222307205\n",
      "Sequence[3173] is 1 and Pathogenic Score: log10(0.9801285862922668/0.9338023662567139) = 0.02102806605398655\n",
      "Sequence[3186] is 1 and Pathogenic Score: log10(0.9494014978408813/0.9358032941818237) = 0.006265328731387854\n",
      "Sequence[3194] is 1 and Pathogenic Score: log10(0.9660632014274597/0.3632350564002991) = 0.4248177707195282\n",
      "Sequence[3199] is 1 and Pathogenic Score: log10(0.7966912388801575/0.02281058207154274) = 1.5431536436080933\n",
      "Sequence[3223] is 1 and Pathogenic Score: log10(0.9411224126815796/0.2898337244987488) = 0.5114971995353699\n",
      "Sequence[3227] is 1 and Pathogenic Score: log10(0.9550102949142456/0.6160730719566345) = 0.19037583470344543\n",
      "Sequence[3250] is 1 and Pathogenic Score: log10(0.9460470676422119/0.31602025032043457) = 0.47619783878326416\n",
      "Sequence[3254] is 1 and Pathogenic Score: log10(0.903334379196167/0.6679057478904724) = 0.13113336265087128\n",
      "Sequence[3307] is 1 and Pathogenic Score: log10(0.9331135749816895/0.2429371476173401) = 0.5844405889511108\n",
      "Sequence[3380] is 1 and Pathogenic Score: log10(0.7362731099128723/0.05240964516997337) = 1.1476277112960815\n",
      "Sequence[3434] is 1 and Pathogenic Score: log10(0.983910083770752/0.47342243790626526) = 0.3177065849304199\n",
      "Sequence[3435] is 1 and Pathogenic Score: log10(0.9061450362205505/0.6879192590713501) = 0.11966023594141006\n",
      "Sequence[3532] is 1 and Pathogenic Score: log10(0.9337156414985657/0.32554614543914795) = 0.4576020836830139\n",
      "Sequence[3537] is 1 and Pathogenic Score: log10(0.9796333312988281/0.4305729866027832) = 0.35701677203178406\n",
      "Sequence[3559] is 1 and Pathogenic Score: log10(0.8691408038139343/0.8983215093612671) = -0.014341654255986214\n",
      "Sequence[3573] is 1 and Pathogenic Score: log10(0.992996871471405/0.9437440037727356) = 0.022093655541539192\n",
      "Sequence[3617] is 1 and Pathogenic Score: log10(0.995352029800415/0.9086260199546814) = 0.03959153592586517\n",
      "Sequence[3705] is 1 and Pathogenic Score: log10(0.8504083156585693/0.055884093046188354) = 1.1823393106460571\n",
      "Sequence[3731] is 1 and Pathogenic Score: log10(0.7490735650062561/0.41070348024368286) = 0.2609960734844208\n",
      "Sequence[3734] is 1 and Pathogenic Score: log10(0.8744507431983948/0.5651140213012695) = 0.18959927558898926\n",
      "Sequence[3789] is 1 and Pathogenic Score: log10(0.8764798641204834/0.2939296066761017) = 0.47449859976768494\n",
      "Sequence[3790] is 1 and Pathogenic Score: log10(0.8764798641204834/0.5013800859451294) = 0.24257487058639526\n",
      "Sequence[3798] is 1 and Pathogenic Score: log10(0.9535021781921387/0.20996394753456116) = 0.6571769118309021\n",
      "Sequence[3799] is 1 and Pathogenic Score: log10(0.9535021781921387/0.07112995535135269) = 1.1272691488265991\n",
      "Sequence[3805] is 1 and Pathogenic Score: log10(0.9558877348899841/0.8058251738548279) = 0.07416604459285736\n",
      "Sequence[3825] is 1 and Pathogenic Score: log10(0.8838274478912354/0.7763159275054932) = 0.05632897838950157\n",
      "Sequence[3826] is 1 and Pathogenic Score: log10(0.8838274478912354/0.21643532812595367) = 0.6110393404960632\n",
      "Sequence[3830] is 1 and Pathogenic Score: log10(0.9303725361824036/0.15284237265586853) = 0.7844130992889404\n",
      "Sequence[3831] is 1 and Pathogenic Score: log10(0.8231253623962402/0.011857600882649422) = 1.841469168663025\n",
      "Sequence[3832] is 1 and Pathogenic Score: log10(0.9353489875793457/0.3873904347419739) = 0.3828248083591461\n",
      "Sequence[3833] is 1 and Pathogenic Score: log10(0.9353489875793457/0.2504434585571289) = 0.5722639560699463\n",
      "Sequence[3834] is 1 and Pathogenic Score: log10(0.973796010017395/0.9276045560836792) = 0.021105105057358742\n",
      "Sequence[3838] is 1 and Pathogenic Score: log10(0.9911414384841919/0.7460146546363831) = 0.12338826060295105\n",
      "Sequence[3839] is 1 and Pathogenic Score: log10(0.9512370824813843/0.12043093144893646) = 0.8975507020950317\n",
      "Sequence[3847] is 1 and Pathogenic Score: log10(0.9211702346801758/0.8259715437889099) = 0.04737482964992523\n",
      "Sequence[3880] is 1 and Pathogenic Score: log10(0.9821219444274902/0.8999618887901306) = 0.03794131428003311\n",
      "Sequence[3889] is 1 and Pathogenic Score: log10(0.9551215171813965/0.05630879104137421) = 1.2294824123382568\n",
      "Sequence[3912] is 1 and Pathogenic Score: log10(0.9441819190979004/0.8167502284049988) = 0.06296639144420624\n",
      "Sequence[3913] is 1 and Pathogenic Score: log10(0.7712934017181396/0.14485716819763184) = 0.726279616355896\n",
      "Sequence[3941] is 1 and Pathogenic Score: log10(0.9601304531097412/0.5598019957542419) = 0.2342958003282547\n",
      "Sequence[3961] is 1 and Pathogenic Score: log10(0.9937397241592407/0.9782360792160034) = 0.006828951183706522\n",
      "Sequence[3962] is 1 and Pathogenic Score: log10(0.9407216906547546/0.13288937509059906) = 0.8499708771705627\n",
      "Sequence[3969] is 1 and Pathogenic Score: log10(0.9947351217269897/0.9594364166259766) = 0.015691254287958145\n",
      "Sequence[3974] is 1 and Pathogenic Score: log10(0.9873825907707214/0.9758392572402954) = 0.005107181612402201\n",
      "Sequence[4013] is 1 and Pathogenic Score: log10(0.9974870681762695/0.9970521926879883) = 0.0001893922162707895\n",
      "Sequence[4062] is 1 and Pathogenic Score: log10(0.9680118560791016/0.4096921384334564) = 0.3734230399131775\n",
      "Sequence[4080] is 1 and Pathogenic Score: log10(0.9597151279449463/0.712957501411438) = 0.1290787011384964\n",
      "Sequence[4087] is 1 and Pathogenic Score: log10(0.8123425245285034/0.5801413059234619) = 0.1462053805589676\n",
      "Sequence[4091] is 1 and Pathogenic Score: log10(0.976264238357544/0.22435832023620605) = 0.6386252045631409\n",
      "Sequence[4092] is 1 and Pathogenic Score: log10(0.976264238357544/0.2121315747499466) = 0.6629620790481567\n",
      "Sequence[4158] is 1 and Pathogenic Score: log10(0.9983727931976318/0.9228789806365967) = 0.034147974103689194\n",
      "Sequence[4163] is 1 and Pathogenic Score: log10(0.9545169472694397/0.020969340577721596) = 1.6581988334655762\n",
      "Sequence[4195] is 1 and Pathogenic Score: log10(0.8819816708564758/0.2727701663970947) = 0.5096626877784729\n",
      "Sequence[4210] is 1 and Pathogenic Score: log10(0.7251495122909546/0.07493279129266739) = 0.9857556223869324\n",
      "Sequence[4219] is 1 and Pathogenic Score: log10(0.9598497748374939/0.4593088924884796) = 0.3200984001159668\n",
      "Sequence[4238] is 1 and Pathogenic Score: log10(0.9913545250892639/0.3294154703617096) = 0.47848498821258545\n",
      "Sequence[4308] is 1 and Pathogenic Score: log10(0.9758786559104919/0.1141173243522644) = 0.932044267654419\n",
      "Sequence[4335] is 1 and Pathogenic Score: log10(0.9702031016349792/0.26895788311958313) = 0.5571783781051636\n",
      "Sequence[4371] is 1 and Pathogenic Score: log10(0.9787519574165344/0.9508171677589417) = 0.012575610540807247\n",
      "Sequence[4389] is 1 and Pathogenic Score: log10(0.9917370676994324/0.939075767993927) = 0.02369592897593975\n",
      "Sequence[4401] is 1 and Pathogenic Score: log10(0.7350825071334839/0.08512391895055771) = 0.9362844824790955\n",
      "Sequence[4411] is 1 and Pathogenic Score: log10(0.9735982418060303/0.612876296043396) = 0.2010069489479065\n",
      "Sequence[4465] is 1 and Pathogenic Score: log10(0.9488515853881836/0.5290153622627258) = 0.25372999906539917\n",
      "Sequence[4490] is 1 and Pathogenic Score: log10(0.9476668834686279/0.5094286799430847) = 0.26957231760025024\n",
      "Sequence[4498] is 1 and Pathogenic Score: log10(0.9940488338470459/0.9928231239318848) = 0.0005358195048756897\n",
      "Sequence[4532] is 1 and Pathogenic Score: log10(0.9283731579780579/0.719344437122345) = 0.11078570783138275\n",
      "Sequence[4557] is 1 and Pathogenic Score: log10(0.9410345554351807/0.03217370808124542) = 1.466104507446289\n",
      "Sequence[4616] is 1 and Pathogenic Score: log10(0.986759603023529/0.957643449306488) = 0.01300752442330122\n",
      "Sequence[4617] is 1 and Pathogenic Score: log10(0.986759603023529/0.8218039870262146) = 0.07944310456514359\n",
      "Sequence[4618] is 1 and Pathogenic Score: log10(0.9721364378929138/0.6061456203460693) = 0.20515026152133942\n",
      "Sequence[4620] is 1 and Pathogenic Score: log10(0.8742185831069946/0.09818830341100693) = 0.949560284614563\n",
      "Sequence[4623] is 1 and Pathogenic Score: log10(0.4369969964027405/0.39617598056793213) = 0.042590316385030746\n",
      "Sequence[4633] is 1 and Pathogenic Score: log10(0.9506484866142273/0.4508599042892456) = 0.32397836446762085\n",
      "Sequence[4640] is 1 and Pathogenic Score: log10(0.8260717391967773/0.7320508360862732) = 0.05247650668025017\n",
      "Sequence[4676] is 1 and Pathogenic Score: log10(0.001010651234537363/0.00281742075458169) = -0.44525039196014404\n",
      "Sequence[4689] is 1 and Pathogenic Score: log10(0.9559310078620911/0.3187759816646576) = 0.47694095969200134\n",
      "Sequence[4692] is 1 and Pathogenic Score: log10(0.8983408212661743/0.1971503049135208) = 0.6586436629295349\n",
      "Sequence[4701] is 1 and Pathogenic Score: log10(0.9672240018844604/0.6767255067825317) = 0.15511450171470642\n",
      "Sequence[4705] is 1 and Pathogenic Score: log10(0.9896668195724487/0.8726983666419983) = 0.054624855518341064\n",
      "Sequence[4709] is 1 and Pathogenic Score: log10(0.9515829086303711/0.6598408222198486) = 0.1590074598789215\n",
      "Sequence[4710] is 1 and Pathogenic Score: log10(0.9515829086303711/0.8987959027290344) = 0.024785563349723816\n",
      "Sequence[4733] is 1 and Pathogenic Score: log10(0.8873608112335205/0.6533288359642029) = 0.13296839594841003\n",
      "Sequence[4742] is 1 and Pathogenic Score: log10(0.9335904717445374/0.3452383279800415) = 0.4320373833179474\n",
      "Sequence[4765] is 1 and Pathogenic Score: log10(0.9270666241645813/0.2297581434249878) = 0.6058400273323059\n",
      "Sequence[4782] is 1 and Pathogenic Score: log10(0.9468327760696411/0.4520638585090637) = 0.3210735023021698\n",
      "Sequence[4800] is 1 and Pathogenic Score: log10(0.9887821078300476/0.4609854519367218) = 0.3314133882522583\n",
      "Sequence[4803] is 1 and Pathogenic Score: log10(0.9676326513290405/0.9707663059234619) = -0.001404173905029893\n",
      "Sequence[4804] is 1 and Pathogenic Score: log10(0.9676326513290405/0.9846990704536438) = -0.0075930096209049225\n",
      "Sequence[4811] is 1 and Pathogenic Score: log10(0.9619176983833313/0.7270816564559937) = 0.12155473977327347\n",
      "Sequence[4823] is 1 and Pathogenic Score: log10(0.9895648956298828/0.9888750314712524) = 0.0003028637438546866\n",
      "Sequence[4824] is 1 and Pathogenic Score: log10(0.9895648956298828/0.9915065169334412) = -0.0008512914064340293\n",
      "Sequence[4825] is 1 and Pathogenic Score: log10(0.9895648956298828/0.9904513359069824) = -0.0003888518549501896\n",
      "Sequence[4837] is 1 and Pathogenic Score: log10(0.8553086519241333/0.830245852470398) = 0.012916170060634613\n",
      "Sequence[4865] is 1 and Pathogenic Score: log10(0.9413118362426758/0.8108322024345398) = 0.06480252742767334\n",
      "Sequence[4873] is 1 and Pathogenic Score: log10(0.8098441362380981/0.3595097064971924) = 0.35269081592559814\n",
      "Sequence[4900] is 1 and Pathogenic Score: log10(0.9694762825965881/0.3753005266189575) = 0.4121580421924591\n",
      "Sequence[4901] is 1 and Pathogenic Score: log10(0.9694762825965881/0.32604914903640747) = 0.47325411438941956\n",
      "Sequence[4902] is 1 and Pathogenic Score: log10(0.9694762825965881/0.2867366373538971) = 0.5290539860725403\n",
      "Sequence[4911] is 1 and Pathogenic Score: log10(0.9638152122497559/0.6202611923217773) = 0.19141916930675507\n",
      "Sequence[4914] is 1 and Pathogenic Score: log10(0.4404694437980652/0.3746598958969116) = 0.0702785775065422\n",
      "Sequence[4920] is 1 and Pathogenic Score: log10(0.9184935688972473/0.08726440370082855) = 1.0222389698028564\n",
      "Sequence[4938] is 1 and Pathogenic Score: log10(0.8109278082847595/0.350451797246933) = 0.36435389518737793\n",
      "Sequence[5007] is 1 and Pathogenic Score: log10(0.9428494572639465/0.07892239838838577) = 1.0772420167922974\n",
      "Sequence[5009] is 1 and Pathogenic Score: log10(0.8731344938278198/0.027282841503620148) = 1.5051915645599365\n",
      "Sequence[5086] is 1 and Pathogenic Score: log10(0.9966339468955994/0.9374276399612427) = 0.026597922667860985\n",
      "Sequence[5089] is 1 and Pathogenic Score: log10(0.9787243008613586/0.3840045928955078) = 0.40632393956184387\n",
      "Sequence[5093] is 1 and Pathogenic Score: log10(0.9462546706199646/0.7455117702484131) = 0.10355354845523834\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[5190] is 1 and Pathogenic Score: log10(0.9767867922782898/0.026793766766786575) = 1.5617660284042358\n",
      "Sequence[5191] is 1 and Pathogenic Score: log10(0.9758603572845459/0.03729216381907463) = 1.4177701473236084\n",
      "Sequence[5192] is 1 and Pathogenic Score: log10(0.9758603572845459/0.06588074564933777) = 1.1706291437149048\n",
      "Sequence[5196] is 1 and Pathogenic Score: log10(0.9873565435409546/0.9853640198707581) = 0.0008773206500336528\n",
      "Sequence[5199] is 1 and Pathogenic Score: log10(0.9577258825302124/0.24627436697483063) = 0.589821994304657\n",
      "Sequence[5203] is 1 and Pathogenic Score: log10(0.989597499370575/0.9214205145835876) = 0.031000714749097824\n",
      "Sequence[5204] is 1 and Pathogenic Score: log10(0.9862180352210999/0.4664122760295868) = 0.32520294189453125\n",
      "Sequence[5205] is 1 and Pathogenic Score: log10(0.5668303370475769/0.021534373983740807) = 1.4203208684921265\n",
      "Sequence[5206] is 1 and Pathogenic Score: log10(0.5668303370475769/0.5873627066612244) = -0.015453278087079525\n",
      "Sequence[5213] is 1 and Pathogenic Score: log10(0.9929319620132446/0.6843887567520142) = 0.16161662340164185\n",
      "Sequence[5223] is 1 and Pathogenic Score: log10(0.9735029935836792/0.7778802514076233) = 0.09742452949285507\n",
      "Sequence[5256] is 1 and Pathogenic Score: log10(0.8655732274055481/0.3929220139980316) = 0.3429974615573883\n",
      "Sequence[5328] is 1 and Pathogenic Score: log10(0.9653268456459045/0.9154008626937866) = 0.023063072934746742\n",
      "Sequence[5334] is 1 and Pathogenic Score: log10(0.9931095838546753/0.9297165870666504) = 0.02864660881459713\n",
      "Sequence[5484] is 1 and Pathogenic Score: log10(0.96676105260849/0.6621094942092896) = 0.16438931226730347\n",
      "Sequence[5545] is 1 and Pathogenic Score: log10(0.9578670859336853/0.8746980428695679) = 0.039447084069252014\n",
      "Sequence[5589] is 1 and Pathogenic Score: log10(0.9655460119247437/0.7152133584022522) = 0.13033734261989594\n",
      "Sequence[5605] is 1 and Pathogenic Score: log10(0.987006425857544/0.9003512859344482) = 0.03990797698497772\n",
      "Sequence[5636] is 1 and Pathogenic Score: log10(0.9751889109611511/0.7144707441329956) = 0.13510432839393616\n",
      "Sequence[5700] is 1 and Pathogenic Score: log10(0.9794365763664246/0.9599140286445618) = 0.008743984624743462\n",
      "Sequence[5719] is 1 and Pathogenic Score: log10(0.739220380783081/0.006756083108484745) = 2.039078950881958\n",
      "Sequence[5729] is 1 and Pathogenic Score: log10(0.96296626329422/0.844404935836792) = 0.05706031620502472\n",
      "Sequence[5733] is 1 and Pathogenic Score: log10(0.7132340669631958/0.9326072335243225) = -0.1164667010307312\n",
      "Sequence[5767] is 1 and Pathogenic Score: log10(0.9802860617637634/0.08123628795146942) = 1.0816028118133545\n",
      "Sequence[5782] is 1 and Pathogenic Score: log10(0.9917045831680298/0.9734950661659241) = 0.008048543706536293\n",
      "Sequence[5786] is 1 and Pathogenic Score: log10(0.9599708318710327/0.74433434009552) = 0.11048999428749084\n",
      "Sequence[5796] is 1 and Pathogenic Score: log10(0.9813986420631409/0.9114993810653687) = 0.032089076936244965\n",
      "Sequence[5801] is 1 and Pathogenic Score: log10(0.8973385691642761/0.13480350375175476) = 0.823255181312561\n",
      "Sequence[5811] is 1 and Pathogenic Score: log10(0.9885969758033752/0.036113642156124115) = 1.4373480081558228\n",
      "Sequence[5813] is 1 and Pathogenic Score: log10(0.9890754222869873/0.958534836769104) = 0.013621527701616287\n",
      "Sequence[5818] is 1 and Pathogenic Score: log10(0.9500228762626648/0.4222104847431183) = 0.3522050678730011\n",
      "Sequence[5830] is 1 and Pathogenic Score: log10(0.9850931763648987/0.8972464203834534) = 0.04056558012962341\n",
      "Sequence[5832] is 1 and Pathogenic Score: log10(0.86189866065979/0.6266545057296753) = 0.13842801749706268\n",
      "Sequence[5834] is 1 and Pathogenic Score: log10(0.9582789540290833/0.07885421812534332) = 1.0846670866012573\n",
      "Sequence[5835] is 1 and Pathogenic Score: log10(0.9582789540290833/0.14540867507457733) = 0.8189016580581665\n",
      "Sequence[5836] is 1 and Pathogenic Score: log10(0.9260355830192566/0.15385673940181732) = 0.7795111536979675\n",
      "Sequence[5838] is 1 and Pathogenic Score: log10(0.9580658674240112/0.5804810523986816) = 0.217607319355011\n",
      "Sequence[5839] is 1 and Pathogenic Score: log10(0.9771826863288879/0.21943458914756775) = 0.6486706733703613\n",
      "Sequence[5840] is 1 and Pathogenic Score: log10(0.984418511390686/0.8101140856742859) = 0.08463359624147415\n",
      "Sequence[5841] is 1 and Pathogenic Score: log10(0.9130316376686096/0.034440673887729645) = 1.4234142303466797\n",
      "Sequence[5842] is 1 and Pathogenic Score: log10(0.8380230069160461/0.1141434907913208) = 0.8658047914505005\n",
      "Sequence[5849] is 1 and Pathogenic Score: log10(0.9742875695228577/0.8416975140571594) = 0.06353111565113068\n",
      "Sequence[5851] is 1 and Pathogenic Score: log10(0.9673161506652832/0.9234685301780701) = 0.0201463270932436\n",
      "Sequence[5852] is 1 and Pathogenic Score: log10(0.9673161506652832/0.7983918190002441) = 0.08335236459970474\n",
      "Sequence[5854] is 1 and Pathogenic Score: log10(0.9645821452140808/0.7659847140312195) = 0.10011912882328033\n",
      "Sequence[5855] is 1 and Pathogenic Score: log10(0.9481953978538513/0.7133621573448181) = 0.12358777225017548\n",
      "Sequence[5856] is 1 and Pathogenic Score: log10(0.9481953978538513/0.7976049780845642) = 0.07511001080274582\n",
      "Sequence[5859] is 1 and Pathogenic Score: log10(0.9768543839454651/0.8665825128555298) = 0.05201990529894829\n",
      "Sequence[5867] is 1 and Pathogenic Score: log10(0.9907621741294861/0.7950177788734436) = 0.09559259563684464\n",
      "Sequence[5868] is 1 and Pathogenic Score: log10(0.9907621741294861/0.6722064018249512) = 0.16846677660942078\n",
      "Sequence[5876] is 1 and Pathogenic Score: log10(0.9867547154426575/0.9713430404663086) = 0.006836595479398966\n",
      "Sequence[5882] is 1 and Pathogenic Score: log10(0.9758235812187195/0.8270772695541382) = 0.07182521373033524\n",
      "Sequence[5883] is 1 and Pathogenic Score: log10(0.9758235812187195/0.8594671487808228) = 0.05514202639460564\n",
      "Sequence[5888] is 1 and Pathogenic Score: log10(0.9524157047271729/0.6870028972625732) = 0.1418679654598236\n",
      "Sequence[5911] is 1 and Pathogenic Score: log10(0.683454692363739/0.053172849118709564) = 1.1090197563171387\n",
      "Sequence[5912] is 1 and Pathogenic Score: log10(0.9529896974563599/0.8548091650009155) = 0.04721905663609505\n",
      "Sequence[5916] is 1 and Pathogenic Score: log10(0.9879970550537109/0.31488385796546936) = 0.49660524725914\n",
      "Sequence[5917] is 1 and Pathogenic Score: log10(0.9724408984184265/0.8658246397972107) = 0.050433285534381866\n",
      "Sequence[5919] is 1 and Pathogenic Score: log10(0.9381401538848877/0.8486265540122986) = 0.04355110600590706\n",
      "Sequence[5921] is 1 and Pathogenic Score: log10(0.8806997537612915/0.10345648229122162) = 0.930070161819458\n",
      "Sequence[5924] is 1 and Pathogenic Score: log10(0.9074109792709351/0.7963236570358276) = 0.05671443045139313\n",
      "Sequence[5930] is 1 and Pathogenic Score: log10(0.9238433837890625/0.48489752411842346) = 0.2799483835697174\n",
      "Sequence[5935] is 1 and Pathogenic Score: log10(0.9510875940322876/0.04980413243174553) = 1.2809550762176514\n",
      "Sequence[5936] is 1 and Pathogenic Score: log10(0.9621236324310303/0.8885834217071533) = 0.03453267365694046\n",
      "Sequence[5948] is 1 and Pathogenic Score: log10(0.9000110626220703/0.008960513398051262) = 2.0019149780273438\n",
      "Sequence[5979] is 1 and Pathogenic Score: log10(0.9683229923248291/0.5924122333526611) = 0.21339623630046844\n",
      "Sequence[5982] is 1 and Pathogenic Score: log10(0.6954983472824097/0.19445383548736572) = 0.5534796118736267\n",
      "Sequence[5987] is 1 and Pathogenic Score: log10(0.8577654361724854/0.007280001882463694) = 2.071237087249756\n",
      "Sequence[5989] is 1 and Pathogenic Score: log10(0.7594671845436096/0.440161794424057) = 0.23689666390419006\n",
      "Sequence[6014] is 1 and Pathogenic Score: log10(0.9845368266105652/0.8111091256141663) = 0.08415266126394272\n",
      "Sequence[6074] is 1 and Pathogenic Score: log10(0.807969868183136/0.05438188463449478) = 1.1719409227371216\n",
      "Sequence[6082] is 1 and Pathogenic Score: log10(0.9734013080596924/0.3196609616279602) = 0.4836023449897766\n",
      "Sequence[6090] is 1 and Pathogenic Score: log10(0.3863973021507263/0.008075234480202198) = 1.6798789501190186\n",
      "Sequence[6092] is 1 and Pathogenic Score: log10(0.9397863149642944/0.4316602051258087) = 0.33788710832595825\n",
      "Sequence[6109] is 1 and Pathogenic Score: log10(0.9725157618522644/0.16729211807250977) = 0.7644211649894714\n",
      "Sequence[6116] is 1 and Pathogenic Score: log10(0.8771599531173706/0.15287281572818756) = 0.7587485313415527\n",
      "Sequence[6127] is 1 and Pathogenic Score: log10(0.7678503394126892/0.023797370493412018) = 1.5087475776672363\n",
      "Sequence[6145] is 1 and Pathogenic Score: log10(0.9963501691818237/0.962556004524231) = 0.014986002817749977\n",
      "Sequence[6152] is 1 and Pathogenic Score: log10(0.9830491542816162/0.9736654758453369) = 0.004165462218225002\n",
      "Sequence[6160] is 1 and Pathogenic Score: log10(0.9935427904129028/0.9388517141342163) = 0.024589577689766884\n",
      "Sequence[6165] is 1 and Pathogenic Score: log10(0.9491215944290161/0.6237364411354065) = 0.1823207437992096\n",
      "Sequence[6175] is 1 and Pathogenic Score: log10(0.9581310749053955/0.8824527263641357) = 0.035733453929424286\n",
      "Sequence[6202] is 1 and Pathogenic Score: log10(0.9403983354568481/0.11693187803030014) = 0.9053789377212524\n",
      "Sequence[6228] is 1 and Pathogenic Score: log10(0.9732518792152405/0.1310243457555771) = 0.8708732724189758\n",
      "Sequence[6229] is 1 and Pathogenic Score: log10(0.9732518792152405/0.1783638596534729) = 0.7369183897972107\n",
      "Sequence[6232] is 1 and Pathogenic Score: log10(0.6999342441558838/0.4488856792449951) = 0.1929214894771576\n",
      "Sequence[6235] is 1 and Pathogenic Score: log10(0.8708500862121582/0.7634804844856262) = 0.05714547261595726\n",
      "Sequence[6242] is 1 and Pathogenic Score: log10(0.9952083230018616/0.8404754996299744) = 0.0733889639377594\n",
      "Sequence[6250] is 1 and Pathogenic Score: log10(0.9162867665290833/0.5007774233818054) = 0.262386679649353\n",
      "Sequence[6251] is 1 and Pathogenic Score: log10(0.9162867665290833/0.600958526134491) = 0.18318693339824677\n",
      "Sequence[6253] is 1 and Pathogenic Score: log10(0.6392707824707031/0.023295080289244652) = 1.4384206533432007\n",
      "Sequence[6254] is 1 and Pathogenic Score: log10(0.8968101739883423/0.4206972122192383) = 0.32873091101646423\n",
      "Sequence[6256] is 1 and Pathogenic Score: log10(0.9453930854797363/0.7959331274032593) = 0.0747358426451683\n",
      "Sequence[6257] is 1 and Pathogenic Score: log10(0.9453930854797363/0.78159099817276) = 0.08263286203145981\n",
      "Sequence[6258] is 1 and Pathogenic Score: log10(0.9453930854797363/0.860905647277832) = 0.040656864643096924\n",
      "Sequence[6259] is 1 and Pathogenic Score: log10(0.9620594382286072/0.6568573117256165) = 0.16573086380958557\n",
      "Sequence[6260] is 1 and Pathogenic Score: log10(0.9186963438987732/0.14968526363372803) = 0.7879929542541504\n",
      "Sequence[6263] is 1 and Pathogenic Score: log10(0.9752335548400879/0.6609706878662109) = 0.1689264327287674\n",
      "Sequence[6265] is 1 and Pathogenic Score: log10(0.8482300043106079/0.2837589979171753) = 0.47556400299072266\n",
      "Sequence[6280] is 1 and Pathogenic Score: log10(0.9862273335456848/0.08962346613407135) = 1.0415552854537964\n",
      "Sequence[6286] is 1 and Pathogenic Score: log10(0.8738539218902588/0.052005235105752945) = 1.2253917455673218\n",
      "Sequence[6296] is 1 and Pathogenic Score: log10(0.9958979487419128/0.7453917264938354) = 0.12583027780056\n",
      "Sequence[6298] is 1 and Pathogenic Score: log10(0.9955180287361145/0.9042531251907349) = 0.04175913333892822\n",
      "Sequence[6344] is 1 and Pathogenic Score: log10(0.9589884877204895/0.16648143529891968) = 0.76044762134552\n",
      "Sequence[6357] is 1 and Pathogenic Score: log10(0.865854799747467/0.19102227687835693) = 0.6563610434532166\n",
      "Sequence[6361] is 1 and Pathogenic Score: log10(0.6659843325614929/0.00471829529851675) = 2.149678945541382\n",
      "Sequence[6400] is 1 and Pathogenic Score: log10(0.9209166765213013/0.4802305996417999) = 0.2827705144882202\n",
      "Sequence[6415] is 1 and Pathogenic Score: log10(0.8802660703659058/0.28926366567611694) = 0.48332008719444275\n",
      "Sequence[6421] is 1 and Pathogenic Score: log10(0.988401472568512/0.18616601824760437) = 0.7250329852104187\n",
      "Sequence[6429] is 1 and Pathogenic Score: log10(0.8606517314910889/0.22432023286819458) = 0.5839589834213257\n",
      "Sequence[6451] is 1 and Pathogenic Score: log10(0.9804245829582214/0.08725571632385254) = 1.0506203174591064\n",
      "Sequence[6473] is 1 and Pathogenic Score: log10(0.8100853562355042/0.054732222110033035) = 1.1702877283096313\n",
      "Sequence[6491] is 1 and Pathogenic Score: log10(0.864169180393219/0.21452781558036804) = 0.6051151752471924\n",
      "Sequence[6504] is 1 and Pathogenic Score: log10(0.830529510974884/0.5262569189071655) = 0.19815725088119507\n",
      "Sequence[6506] is 1 and Pathogenic Score: log10(0.40969711542129517/0.498193621635437) = -0.084935262799263\n",
      "Sequence[6526] is 1 and Pathogenic Score: log10(0.9604287147521973/0.5059103965759277) = 0.2783915400505066\n",
      "Sequence[6535] is 1 and Pathogenic Score: log10(0.9716662764549255/0.8659235239028931) = 0.050037603825330734\n",
      "Sequence[6536] is 1 and Pathogenic Score: log10(0.9821882843971252/0.37544625997543335) = 0.41764694452285767\n",
      "Sequence[6601] is 1 and Pathogenic Score: log10(0.9125850796699524/0.7737289071083069) = 0.07168455421924591\n",
      "Sequence[6615] is 1 and Pathogenic Score: log10(0.9793334603309631/0.3534057140350342) = 0.4426570236682892\n",
      "Sequence[6675] is 1 and Pathogenic Score: log10(0.9584587216377258/0.09025523066520691) = 1.026100993156433\n",
      "Sequence[6739] is 1 and Pathogenic Score: log10(0.9321855306625366/0.44204866886138916) = 0.3240322768688202\n",
      "Sequence[6776] is 1 and Pathogenic Score: log10(0.9634383916854858/0.1387864500284195) = 0.8414768576622009\n",
      "Sequence[6798] is 1 and Pathogenic Score: log10(0.9736399054527283/0.16233152151107788) = 0.7779954671859741\n",
      "Sequence[6810] is 1 and Pathogenic Score: log10(0.9821080565452576/0.9564974308013916) = 0.011475488543510437\n",
      "Sequence[6814] is 1 and Pathogenic Score: log10(0.9911973476409912/0.9604024291038513) = 0.013706863857805729\n",
      "Sequence[6815] is 1 and Pathogenic Score: log10(0.9216745495796204/0.13987839221954346) = 0.8188269734382629\n",
      "Sequence[6816] is 1 and Pathogenic Score: log10(0.6693972945213318/0.025907516479492188) = 1.4122581481933594\n",
      "Sequence[6820] is 1 and Pathogenic Score: log10(0.8149861097335815/0.9602101445198059) = -0.07121609896421432\n",
      "Sequence[6822] is 1 and Pathogenic Score: log10(0.9047979712486267/0.7260756492614746) = 0.09556974470615387\n",
      "Sequence[6823] is 1 and Pathogenic Score: log10(0.9047979712486267/0.5764015316963196) = 0.1958264857530594\n",
      "Sequence[6826] is 1 and Pathogenic Score: log10(0.8098788857460022/0.0531434491276741) = 1.1829702854156494\n",
      "Sequence[6827] is 1 and Pathogenic Score: log10(0.9285743832588196/0.8916809558868408) = 0.01760721392929554\n",
      "Sequence[6828] is 1 and Pathogenic Score: log10(0.9285743832588196/0.4853459894657135) = 0.28176525235176086\n",
      "Sequence[6830] is 1 and Pathogenic Score: log10(0.9242721199989319/0.07673785090446472) = 1.0807902812957764\n",
      "Sequence[6831] is 1 and Pathogenic Score: log10(0.9384949803352356/0.1690325289964676) = 0.7444616556167603\n",
      "Sequence[6832] is 1 and Pathogenic Score: log10(0.005514899268746376/0.048768024891614914) = -0.9465975761413574\n",
      "Sequence[6833] is 1 and Pathogenic Score: log10(0.005514899268746376/0.03591953217983246) = -0.8137930631637573\n",
      "Sequence[6834] is 1 and Pathogenic Score: log10(0.005514899268746376/0.0010036042658612132) = 0.739975094795227\n",
      "Sequence[6835] is 1 and Pathogenic Score: log10(0.9633839726448059/0.11073999851942062) = 0.9394949078559875\n",
      "Sequence[6836] is 1 and Pathogenic Score: log10(0.9633839726448059/0.1002798080444336) = 0.9825859069824219\n",
      "Sequence[6847] is 1 and Pathogenic Score: log10(0.49026837944984436/0.04909083992242813) = 0.9994333982467651\n",
      "Sequence[6856] is 1 and Pathogenic Score: log10(0.7272334098815918/0.01899701915681362) = 1.5829883813858032\n",
      "Sequence[6878] is 1 and Pathogenic Score: log10(0.9409117102622986/0.2183898240327835) = 0.6343164443969727\n",
      "Sequence[6937] is 1 and Pathogenic Score: log10(0.9207215905189514/0.8287133574485779) = 0.04572400823235512\n",
      "Sequence[7001] is 1 and Pathogenic Score: log10(0.9641010761260986/0.8851277828216553) = 0.03711657598614693\n",
      "Sequence[7088] is 1 and Pathogenic Score: log10(0.9946041703224182/0.9463075995445251) = 0.021617935970425606\n",
      "Sequence[7101] is 1 and Pathogenic Score: log10(0.9865484833717346/0.9222662448883057) = 0.02926214225590229\n",
      "Sequence[7123] is 1 and Pathogenic Score: log10(0.9592378735542297/0.10056334733963013) = 0.9794865846633911\n",
      "Sequence[7189] is 1 and Pathogenic Score: log10(0.9478792548179626/0.5922242403030396) = 0.20426683127880096\n",
      "Sequence[7200] is 1 and Pathogenic Score: log10(0.9745903611183167/0.9488970041275024) = 0.011603036895394325\n",
      "Sequence[7201] is 1 and Pathogenic Score: log10(0.9745903611183167/0.7595125436782837) = 0.10828717797994614\n",
      "Sequence[7207] is 1 and Pathogenic Score: log10(0.9846414923667908/0.8392254710197449) = 0.06939946115016937\n",
      "Sequence[7226] is 1 and Pathogenic Score: log10(0.9621102213859558/0.9098171591758728) = 0.024270683526992798\n",
      "Sequence[7293] is 1 and Pathogenic Score: log10(0.9671304225921631/0.8459606170654297) = 0.058134909719228745\n",
      "Sequence[7303] is 1 and Pathogenic Score: log10(0.9204606413841248/0.796029269695282) = 0.0630761906504631\n",
      "Sequence[7355] is 1 and Pathogenic Score: log10(0.9935420751571655/0.7263118028640747) = 0.13606317341327667\n",
      "Sequence[7356] is 1 and Pathogenic Score: log10(0.993817150592804/0.9590966105461121) = 0.015444107353687286\n",
      "Sequence[7357] is 1 and Pathogenic Score: log10(0.9166960716247559/0.7972226738929749) = 0.06064574047923088\n",
      "Sequence[7358] is 1 and Pathogenic Score: log10(0.9855382442474365/0.6491143107414246) = 0.18135228753089905\n",
      "Sequence[7360] is 1 and Pathogenic Score: log10(0.9384045004844666/0.03658666834235191) = 1.409067153930664\n",
      "Sequence[7365] is 1 and Pathogenic Score: log10(0.9816253185272217/0.6298561692237854) = 0.19270436465740204\n",
      "Sequence[7447] is 1 and Pathogenic Score: log10(0.9851662516593933/0.8014598488807678) = 0.08962777256965637\n",
      "Sequence[7451] is 1 and Pathogenic Score: log10(0.9724087715148926/0.8114110827445984) = 0.078607939183712\n",
      "Sequence[7468] is 1 and Pathogenic Score: log10(0.976997971534729/0.16474494338035583) = 0.7730815410614014\n",
      "Sequence[7517] is 1 and Pathogenic Score: log10(0.9567721486091614/0.590022087097168) = 0.20994026958942413\n",
      "Sequence[7542] is 1 and Pathogenic Score: log10(0.9475753903388977/0.05602065846323967) = 1.2282655239105225\n",
      "Sequence[7563] is 1 and Pathogenic Score: log10(0.9652040004730225/0.7033177018165588) = 0.13746756315231323\n",
      "Sequence[7569] is 1 and Pathogenic Score: log10(0.9062780737876892/0.19718137383460999) = 0.6623955965042114\n",
      "Sequence[7570] is 1 and Pathogenic Score: log10(0.9062780737876892/0.6023621559143066) = 0.1774037927389145\n",
      "Sequence[7578] is 1 and Pathogenic Score: log10(0.9745191335678101/0.7570655345916748) = 0.10965688526630402\n",
      "Sequence[7582] is 1 and Pathogenic Score: log10(0.8082870841026306/0.16968733072280884) = 0.6779162287712097\n",
      "Sequence[7628] is 1 and Pathogenic Score: log10(0.7057510614395142/0.05628718435764313) = 1.0982420444488525\n",
      "Sequence[7629] is 1 and Pathogenic Score: log10(0.9582971930503845/0.1277584582567215) = 0.8751105666160583\n",
      "Sequence[7739] is 1 and Pathogenic Score: log10(0.9314121603965759/0.35986343026161194) = 0.41300415992736816\n",
      "Sequence[7747] is 1 and Pathogenic Score: log10(0.9093722701072693/0.4280032217502594) = 0.32729464769363403\n",
      "Sequence[7754] is 1 and Pathogenic Score: log10(0.9701744914054871/0.6739307641983032) = 0.15823456645011902\n",
      "Sequence[7784] is 1 and Pathogenic Score: log10(0.9863064289093018/0.04396152123808861) = 1.350939154624939\n",
      "Sequence[7828] is 1 and Pathogenic Score: log10(0.9496214389801025/0.23913100361824036) = 0.598914623260498\n",
      "Sequence[7829] is 1 and Pathogenic Score: log10(0.9251436591148376/0.09229709953069687) = 1.001021146774292\n",
      "Sequence[7832] is 1 and Pathogenic Score: log10(0.9369378685951233/0.3953474462032318) = 0.3747318685054779\n",
      "Sequence[7833] is 1 and Pathogenic Score: log10(0.5834454894065857/0.01962926611304283) = 1.473096251487732\n",
      "Sequence[7836] is 1 and Pathogenic Score: log10(0.9608998894691467/0.15658901631832123) = 0.7879168391227722\n",
      "Sequence[7916] is 1 and Pathogenic Score: log10(0.9625912308692932/0.8801736235618591) = 0.038873568177223206\n",
      "Sequence[7973] is 1 and Pathogenic Score: log10(0.9799197316169739/0.8883602619171143) = 0.042601391673088074\n",
      "Sequence[7993] is 1 and Pathogenic Score: log10(0.982698917388916/0.7656394243240356) = 0.10839617997407913\n",
      "Sequence[7994] is 1 and Pathogenic Score: log10(0.923835277557373/0.830575704574585) = 0.04621529579162598\n",
      "Sequence[8049] is 1 and Pathogenic Score: log10(0.8761127591133118/0.0034398671705275774) = 2.4060182571411133\n",
      "Sequence[8127] is 1 and Pathogenic Score: log10(0.9752269983291626/0.754403293132782) = 0.11150213330984116\n",
      "Sequence[8193] is 1 and Pathogenic Score: log10(0.9953304529190063/0.8463274240493774) = 0.07042889297008514\n",
      "Sequence[8197] is 1 and Pathogenic Score: log10(0.8442594408988953/0.48324882984161377) = 0.24230511486530304\n",
      "Sequence[8223] is 1 and Pathogenic Score: log10(0.8981409072875977/0.01266904640942812) = 1.8506004810333252\n",
      "Sequence[8224] is 1 and Pathogenic Score: log10(0.19343575835227966/0.0007395908469334245) = 2.4175453186035156\n",
      "Sequence[8228] is 1 and Pathogenic Score: log10(0.9939963817596436/0.955206573009491) = 0.01728747971355915\n",
      "Sequence[8254] is 1 and Pathogenic Score: log10(0.6562490463256836/0.06819548457860947) = 0.9833130836486816\n",
      "Sequence[8300] is 1 and Pathogenic Score: log10(0.8946743607521057/0.0992354080080986) = 0.9549983143806458\n",
      "Sequence[8316] is 1 and Pathogenic Score: log10(0.9945833086967468/0.904790997505188) = 0.0410928800702095\n",
      "Sequence[8320] is 1 and Pathogenic Score: log10(0.9671421647071838/0.8928241729736328) = 0.034724365919828415\n",
      "Sequence[8355] is 1 and Pathogenic Score: log10(0.9139952063560486/0.35270214080810547) = 0.41353583335876465\n",
      "Sequence[8394] is 1 and Pathogenic Score: log10(0.9716073274612427/0.527027428150177) = 0.26565754413604736\n",
      "Sequence[8400] is 1 and Pathogenic Score: log10(0.9580865502357483/0.8467958569526672) = 0.053626008331775665\n",
      "Sequence[8458] is 1 and Pathogenic Score: log10(0.9884483218193054/0.9069372415542603) = 0.037376731634140015\n",
      "Sequence[8487] is 1 and Pathogenic Score: log10(0.8432098031044006/0.02039235457777977) = 1.6164683103561401\n",
      "Sequence[8512] is 1 and Pathogenic Score: log10(0.9966447353363037/0.9115644693374634) = 0.03875298053026199\n",
      "Sequence[8553] is 1 and Pathogenic Score: log10(0.8974072933197021/0.12109515815973282) = 0.8698628544807434\n",
      "Sequence[8554] is 1 and Pathogenic Score: log10(0.9791696667671204/0.8887866139411926) = 0.04206046089529991\n",
      "Sequence[8557] is 1 and Pathogenic Score: log10(0.9936676621437073/0.7484539747238159) = 0.12307605892419815\n",
      "Sequence[8584] is 1 and Pathogenic Score: log10(0.8835040926933289/0.09519703686237335) = 0.9675851464271545\n",
      "Sequence[8632] is 1 and Pathogenic Score: log10(0.9462355375289917/0.6891634464263916) = 0.13767702877521515\n",
      "Sequence[8676] is 1 and Pathogenic Score: log10(0.9911012053489685/0.8932961225509644) = 0.04512256756424904\n",
      "Sequence[8686] is 1 and Pathogenic Score: log10(0.8629729747772217/0.042998481541872025) = 1.302544116973877\n",
      "Sequence[8699] is 1 and Pathogenic Score: log10(0.9817963242530823/0.9674967527389526) = 0.006371867377310991\n",
      "Sequence[8715] is 1 and Pathogenic Score: log10(0.9547422528266907/0.4516443610191345) = 0.32508957386016846\n",
      "Sequence[8716] is 1 and Pathogenic Score: log10(0.9779881238937378/0.794530987739563) = 0.09022274613380432\n",
      "Sequence[8717] is 1 and Pathogenic Score: log10(0.9603102803230286/0.9049109816551208) = 0.02580573968589306\n",
      "Sequence[8718] is 1 and Pathogenic Score: log10(0.9961418509483337/0.9025961756706238) = 0.04282769933342934\n",
      "Sequence[8719] is 1 and Pathogenic Score: log10(0.9961418509483337/0.9590429663658142) = 0.016483096405863762\n",
      "Sequence[8757] is 1 and Pathogenic Score: log10(0.9497063755989075/0.3755331039428711) = 0.40294113755226135\n",
      "Sequence[8770] is 1 and Pathogenic Score: log10(0.8415812253952026/0.034125760197639465) = 1.392013669013977\n",
      "Sequence[8830] is 1 and Pathogenic Score: log10(0.9463661909103394/0.3741048276424408) = 0.40306591987609863\n",
      "Sequence[8831] is 1 and Pathogenic Score: log10(0.9862847328186035/0.9413566589355469) = 0.020248131826519966\n",
      "Sequence[8881] is 1 and Pathogenic Score: log10(0.018365122377872467/0.03567028418183327) = -0.28831273317337036\n",
      "Sequence[8882] is 1 and Pathogenic Score: log10(0.9416933059692383/0.5411059856414795) = 0.24062713980674744\n",
      "Sequence[8926] is 1 and Pathogenic Score: log10(0.8951008915901184/0.8642922639846802) = 0.01521136611700058\n",
      "Sequence[8935] is 1 and Pathogenic Score: log10(0.9544668793678284/0.6789121627807617) = 0.1479472815990448\n",
      "Sequence[8947] is 1 and Pathogenic Score: log10(0.9281550645828247/0.01020866446197033) = 1.9586516618728638\n",
      "Sequence[8953] is 1 and Pathogenic Score: log10(0.9554323554039001/0.08808807283639908) = 1.035282850265503\n",
      "Sequence[8964] is 1 and Pathogenic Score: log10(0.9433463215827942/0.11390760540962219) = 0.9181184768676758\n",
      "Sequence[8971] is 1 and Pathogenic Score: log10(0.9284424781799316/0.5228610634803772) = 0.24936871230602264\n",
      "Sequence[8977] is 1 and Pathogenic Score: log10(0.9591255784034729/0.2262466996908188) = 0.6272932291030884\n",
      "Sequence[8981] is 1 and Pathogenic Score: log10(0.9979629516601562/0.8150205016136169) = 0.08794587105512619\n",
      "Sequence[9029] is 1 and Pathogenic Score: log10(0.8790363669395447/0.37194690108299255) = 0.3735258877277374\n",
      "Sequence[9030] is 1 and Pathogenic Score: log10(0.8790363669395447/0.1505419909954071) = 0.766349196434021\n",
      "Sequence[9031] is 1 and Pathogenic Score: log10(0.8790363669395447/0.17788603901863098) = 0.6938650012016296\n",
      "Sequence[9032] is 1 and Pathogenic Score: log10(0.8790363669395447/0.09505689889192581) = 0.9660232067108154\n",
      "Sequence[9034] is 1 and Pathogenic Score: log10(0.8790363669395447/0.8178771138191223) = 0.031318798661231995\n",
      "Sequence[9035] is 1 and Pathogenic Score: log10(0.980631947517395/0.9197661876678467) = 0.027828585356473923\n",
      "Sequence[9041] is 1 and Pathogenic Score: log10(0.9785404205322266/0.3972853720188141) = 0.39147618412971497\n",
      "Sequence[9086] is 1 and Pathogenic Score: log10(0.9292542934417725/0.6791865825653076) = 0.1361454874277115\n",
      "Sequence[9089] is 1 and Pathogenic Score: log10(0.9060614705085754/0.6155972480773926) = 0.1678609997034073\n",
      "Sequence[9098] is 1 and Pathogenic Score: log10(0.924537718296051/0.8225065469741821) = 0.05078526958823204\n",
      "Sequence[9099] is 1 and Pathogenic Score: log10(0.9718616008758545/0.7923654913902283) = 0.08867887407541275\n",
      "Sequence[9101] is 1 and Pathogenic Score: log10(0.9345429539680481/0.9229336977005005) = 0.0054287477396428585\n",
      "Sequence[9102] is 1 and Pathogenic Score: log10(0.9086109399795532/0.3772796392440796) = 0.3817146122455597\n",
      "Sequence[9103] is 1 and Pathogenic Score: log10(0.9345429539680481/0.9094198942184448) = 0.011834797449409962\n",
      "Sequence[9104] is 1 and Pathogenic Score: log10(0.9086109399795532/0.1042211577296257) = 0.9404220581054688\n",
      "Sequence[9105] is 1 and Pathogenic Score: log10(0.9345429539680481/0.9537120461463928) = -0.008818003349006176\n",
      "Sequence[9106] is 1 and Pathogenic Score: log10(0.9086109399795532/0.5925597548484802) = 0.18564581871032715\n",
      "Sequence[9124] is 1 and Pathogenic Score: log10(0.9954259991645813/0.8605067729949951) = 0.06325466930866241\n",
      "Sequence[9125] is 1 and Pathogenic Score: log10(0.9954259991645813/0.9576531648635864) = 0.016800735145807266\n",
      "Sequence[9126] is 1 and Pathogenic Score: log10(0.9954259991645813/0.9194371700286865) = 0.034486912190914154\n",
      "Sequence[9128] is 1 and Pathogenic Score: log10(0.8550696969032288/0.031145699322223663) = 1.438603401184082\n",
      "Sequence[9144] is 1 and Pathogenic Score: log10(0.910699188709259/0.7461546659469604) = 0.08654609322547913\n",
      "Sequence[9151] is 1 and Pathogenic Score: log10(0.9652427434921265/0.43978095054626465) = 0.3414001166820526\n",
      "Sequence[9152] is 1 and Pathogenic Score: log10(0.9652427434921265/0.7023687362670898) = 0.13807137310504913\n",
      "Sequence[9153] is 1 and Pathogenic Score: log10(0.9652427434921265/0.793589174747467) = 0.08504079282283783\n",
      "Sequence[9159] is 1 and Pathogenic Score: log10(0.965182900428772/0.15035080909729004) = 0.8075038194656372\n",
      "Sequence[9167] is 1 and Pathogenic Score: log10(0.9903539419174194/0.1257701814174652) = 0.8962127566337585\n",
      "Sequence[9175] is 1 and Pathogenic Score: log10(0.9094021320343018/0.6481496095657349) = 0.1470806896686554\n",
      "Sequence[9189] is 1 and Pathogenic Score: log10(0.9520302414894104/0.38894227147102356) = 0.3887656033039093\n",
      "Sequence[9202] is 1 and Pathogenic Score: log10(0.9775095582008362/0.7031393647193909) = 0.14307959377765656\n",
      "Sequence[9214] is 1 and Pathogenic Score: log10(0.9702048897743225/0.2162809520959854) = 0.6518452167510986\n",
      "Sequence[9303] is 1 and Pathogenic Score: log10(0.9280470609664917/0.17433567345142365) = 0.7261837124824524\n",
      "Sequence[9309] is 1 and Pathogenic Score: log10(0.9667630791664124/0.12055280059576035) = 0.9041427373886108\n",
      "Sequence[9380] is 1 and Pathogenic Score: log10(0.9362452626228333/0.05982142686843872) = 1.194532871246338\n",
      "Sequence[9381] is 1 and Pathogenic Score: log10(0.9362452626228333/0.7535891532897949) = 0.0942550003528595\n",
      "Sequence[9415] is 1 and Pathogenic Score: log10(0.9008591175079346/0.002774877706542611) = 2.511413097381592\n",
      "Sequence[9418] is 1 and Pathogenic Score: log10(0.9920444488525391/0.23328076303005219) = 0.6286522150039673\n",
      "Sequence[9428] is 1 and Pathogenic Score: log10(0.8153665065765381/0.052363310009241104) = 1.1923257112503052\n",
      "Sequence[9442] is 1 and Pathogenic Score: log10(0.9804296493530273/0.1445649266242981) = 0.831353485584259\n",
      "Sequence[9458] is 1 and Pathogenic Score: log10(0.9177300333976746/0.23114195466041565) = 0.5988361239433289\n",
      "Sequence[9487] is 1 and Pathogenic Score: log10(0.9484855532646179/0.7209874391555786) = 0.11910302191972733\n",
      "Sequence[9492] is 1 and Pathogenic Score: log10(0.9866542220115662/0.9526476860046387) = 0.015232661738991737\n",
      "Sequence[9498] is 1 and Pathogenic Score: log10(0.8291884064674377/0.8757460117340088) = -0.023724939674139023\n",
      "Sequence[9502] is 1 and Pathogenic Score: log10(0.9785889387130737/0.9185041785240173) = 0.02751915715634823\n",
      "Sequence[9504] is 1 and Pathogenic Score: log10(0.9296783804893494/0.4018974304199219) = 0.36421748995780945\n",
      "Sequence[9506] is 1 and Pathogenic Score: log10(0.9575932621955872/0.2429206520318985) = 0.595716655254364\n",
      "Sequence[9507] is 1 and Pathogenic Score: log10(0.9630681872367859/0.9600148797035217) = 0.001379083376377821\n",
      "Sequence[9508] is 1 and Pathogenic Score: log10(0.9630681872367859/0.8824170827865601) = 0.03798310458660126\n",
      "Sequence[9510] is 1 and Pathogenic Score: log10(0.9797677397727966/0.7592424154281616) = 0.11074265837669373\n",
      "Sequence[9511] is 1 and Pathogenic Score: log10(0.9774771332740784/0.045699648559093475) = 1.3301937580108643\n",
      "Sequence[9513] is 1 and Pathogenic Score: log10(0.952989935874939/0.5259209275245667) = 0.2581678628921509\n",
      "Sequence[9514] is 1 and Pathogenic Score: log10(0.952989935874939/0.026501044631004333) = 1.5558253526687622\n",
      "Sequence[9516] is 1 and Pathogenic Score: log10(0.8106234073638916/0.07161570340394974) = 1.0538108348846436\n",
      "Sequence[9518] is 1 and Pathogenic Score: log10(0.9646128416061401/0.6701626181602478) = 0.1581728458404541\n",
      "Sequence[9519] is 1 and Pathogenic Score: log10(0.9646128416061401/0.7608802914619446) = 0.10303668677806854\n",
      "Sequence[9549] is 1 and Pathogenic Score: log10(0.5766888856887817/0.015179743058979511) = 1.5796771049499512\n",
      "Sequence[9600] is 1 and Pathogenic Score: log10(0.9261369109153748/0.7626962065696716) = 0.08432362228631973\n",
      "Sequence[9686] is 1 and Pathogenic Score: log10(0.9959946870803833/0.9745571613311768) = 0.009449712000787258\n",
      "Sequence[9706] is 1 and Pathogenic Score: log10(0.9768574237823486/0.5111612677574158) = 0.2812732458114624\n",
      "Sequence[9713] is 1 and Pathogenic Score: log10(0.9837955236434937/0.6961466073989868) = 0.1502041518688202\n",
      "Sequence[9724] is 1 and Pathogenic Score: log10(0.9448883533477783/0.8585487008094788) = 0.04161553829908371\n",
      "Sequence[9783] is 1 and Pathogenic Score: log10(0.9963093400001526/0.9706950783729553) = 0.011311384849250317\n",
      "Sequence[9849] is 1 and Pathogenic Score: log10(0.10984256863594055/0.1183711439371109) = -0.03247516229748726\n",
      "Sequence[9879] is 1 and Pathogenic Score: log10(0.7518898248672485/0.015476923435926437) = 1.686469554901123\n",
      "Sequence[9881] is 1 and Pathogenic Score: log10(0.9701645374298096/0.8071969151496887) = 0.07986588031053543\n",
      "Sequence[9893] is 1 and Pathogenic Score: log10(0.9985464215278625/0.954026460647583) = 0.019807830452919006\n",
      "Sequence[9984] is 1 and Pathogenic Score: log10(0.9760516881942749/0.7847632765769958) = 0.09473412483930588\n",
      "Sequence[10005] is 1 and Pathogenic Score: log10(0.5818210244178772/0.0649171695113182) = 0.9524298310279846\n",
      "Sequence[10022] is 1 and Pathogenic Score: log10(0.9783176183700562/0.9087037444114685) = 0.03205757960677147\n",
      "Sequence[10031] is 1 and Pathogenic Score: log10(0.7354053854942322/0.028177056461572647) = 1.4166312217712402\n",
      "Sequence[10056] is 1 and Pathogenic Score: log10(0.8927274346351624/0.20395143330097198) = 0.6411920785903931\n",
      "Sequence[10063] is 1 and Pathogenic Score: log10(0.9644739627838135/0.7905255556106567) = 0.08637461066246033\n",
      "Sequence[10064] is 1 and Pathogenic Score: log10(0.9000884294509888/0.02327706664800644) = 1.5873569250106812\n",
      "Sequence[10076] is 1 and Pathogenic Score: log10(0.9052321314811707/0.6076158881187439) = 0.1731308400630951\n",
      "Sequence[10079] is 1 and Pathogenic Score: log10(0.8789514303207397/0.05750337988138199) = 1.1842714548110962\n",
      "Sequence[10087] is 1 and Pathogenic Score: log10(0.9818822741508484/0.16426622867584229) = 0.7765111327171326\n",
      "Sequence[10104] is 1 and Pathogenic Score: log10(0.981351375579834/0.9354939460754395) = 0.020783543586730957\n",
      "Sequence[10105] is 1 and Pathogenic Score: log10(0.981351375579834/0.9332361817359924) = 0.021832942962646484\n",
      "Sequence[10122] is 1 and Pathogenic Score: log10(0.966005265712738/0.11601132154464722) = 0.9204791188240051\n",
      "Sequence[10127] is 1 and Pathogenic Score: log10(0.8238091468811035/0.1164390966296196) = 0.8497277498245239\n",
      "Sequence[10128] is 1 and Pathogenic Score: log10(0.8238091468811035/0.7389335632324219) = 0.047221239656209946\n",
      "Sequence[10129] is 1 and Pathogenic Score: log10(0.9269345998764038/0.12977102398872375) = 0.8538713455200195\n",
      "Sequence[10130] is 1 and Pathogenic Score: log10(0.9269345998764038/0.7922277450561523) = 0.0681990310549736\n",
      "Sequence[10141] is 1 and Pathogenic Score: log10(0.9703066945075989/0.7728806138038635) = 0.09879662096500397\n",
      "Sequence[10147] is 1 and Pathogenic Score: log10(0.9884423613548279/0.9377838969230652) = 0.022848576307296753\n",
      "Sequence[10177] is 1 and Pathogenic Score: log10(0.804916262626648/0.07757724076509476) = 1.0160163640975952\n",
      "Sequence[10249] is 1 and Pathogenic Score: log10(0.9716264605522156/0.8950911164283752) = 0.035632070153951645\n",
      "Sequence[10256] is 1 and Pathogenic Score: log10(0.9797303676605225/0.7541874647140503) = 0.11362725496292114\n",
      "Sequence[10264] is 1 and Pathogenic Score: log10(0.9293286204338074/0.11474685370922089) = 0.9084285497665405\n",
      "Sequence[10316] is 1 and Pathogenic Score: log10(0.9945264458656311/0.9958603978157043) = -0.0005821253289468586\n",
      "Sequence[10317] is 1 and Pathogenic Score: log10(0.9838972687721252/0.9697369933128357) = 0.006295792758464813\n",
      "Sequence[10319] is 1 and Pathogenic Score: log10(0.9688447713851929/0.3290252685546875) = 0.4690249562263489\n",
      "Sequence[10320] is 1 and Pathogenic Score: log10(0.9833064675331116/0.9698761105537415) = 0.005972621962428093\n",
      "Sequence[10321] is 1 and Pathogenic Score: log10(0.963901162147522/0.9485564231872559) = 0.006969335023313761\n",
      "Sequence[10322] is 1 and Pathogenic Score: log10(0.8773098587989807/0.7260667085647583) = 0.08217648416757584\n",
      "Sequence[10323] is 1 and Pathogenic Score: log10(0.9834507703781128/0.8990897536277771) = 0.03894959017634392\n",
      "Sequence[10324] is 1 and Pathogenic Score: log10(0.9620196223258972/0.964530885219574) = -0.001132199540734291\n",
      "Sequence[10325] is 1 and Pathogenic Score: log10(0.9620196223258972/0.9747158288955688) = -0.00569407781586051\n",
      "Sequence[10326] is 1 and Pathogenic Score: log10(0.975554883480072/0.9896335601806641) = -0.006222701631486416\n",
      "Sequence[10327] is 1 and Pathogenic Score: log10(0.9571546912193298/0.9439446926116943) = 0.006035580299794674\n",
      "Sequence[10328] is 1 and Pathogenic Score: log10(0.9571546912193298/0.9505516886711121) = 0.003006372833624482\n",
      "Sequence[10338] is 1 and Pathogenic Score: log10(0.9930241107940674/0.9848347902297974) = 0.003596419235691428\n",
      "Sequence[10379] is 1 and Pathogenic Score: log10(0.9502519965171814/0.129904106259346) = 0.8642159104347229\n",
      "Sequence[10389] is 1 and Pathogenic Score: log10(0.9565231800079346/0.7511367201805115) = 0.10497649759054184\n",
      "Sequence[10391] is 1 and Pathogenic Score: log10(0.9920137524604797/0.7395967245101929) = 0.12752272188663483\n",
      "Sequence[10392] is 1 and Pathogenic Score: log10(0.8247966766357422/0.005026265047490597) = 2.215101480484009\n",
      "Sequence[10399] is 1 and Pathogenic Score: log10(0.9610110521316528/0.35158559679985046) = 0.4366973042488098\n",
      "Sequence[10401] is 1 and Pathogenic Score: log10(0.9787583351135254/0.2995968163013458) = 0.5141382813453674\n",
      "Sequence[10426] is 1 and Pathogenic Score: log10(0.9846746921539307/0.41735711693763733) = 0.37278494238853455\n",
      "Sequence[10447] is 1 and Pathogenic Score: log10(0.9932125806808472/0.9267445206642151) = 0.030082207173109055\n",
      "Sequence[10456] is 1 and Pathogenic Score: log10(0.9946761131286621/0.7502789497375488) = 0.12245894223451614\n",
      "Sequence[10459] is 1 and Pathogenic Score: log10(0.9145694971084595/0.21039177477359772) = 0.6381879448890686\n",
      "Sequence[10486] is 1 and Pathogenic Score: log10(0.7931559681892395/0.015194278210401535) = 1.7176785469055176\n",
      "Sequence[10487] is 1 and Pathogenic Score: log10(0.7931559681892395/0.024892553687095642) = 1.5032891035079956\n",
      "Sequence[10490] is 1 and Pathogenic Score: log10(0.9595755934715271/0.7102510333061218) = 0.1306673288345337\n",
      "Sequence[10492] is 1 and Pathogenic Score: log10(0.9493979811668396/0.053559672087430954) = 1.2486103773117065\n",
      "Sequence[10524] is 1 and Pathogenic Score: log10(0.951464831829071/0.0240810364484787) = 1.5967175960540771\n",
      "Sequence[10533] is 1 and Pathogenic Score: log10(0.8693938255310059/0.04034604877233505) = 1.3334155082702637\n",
      "Sequence[10578] is 1 and Pathogenic Score: log10(0.9263346791267395/0.17142976820468903) = 0.7326816916465759\n",
      "Sequence[10626] is 1 and Pathogenic Score: log10(0.996797502040863/0.9893355965614319) = 0.003263319144025445\n",
      "Sequence[10678] is 1 and Pathogenic Score: log10(0.9751964807510376/0.17777922749519348) = 0.7392110824584961\n",
      "Sequence[10693] is 1 and Pathogenic Score: log10(0.9839650392532349/0.9514589309692383) = 0.014589645899832249\n",
      "Sequence[10694] is 1 and Pathogenic Score: log10(0.9839650392532349/0.8223212361335754) = 0.07793816924095154\n",
      "Sequence[10718] is 1 and Pathogenic Score: log10(0.8614475131034851/0.006279473192989826) = 2.137305498123169\n",
      "Sequence[10719] is 1 and Pathogenic Score: log10(0.8614475131034851/0.0017066231230273843) = 2.7030911445617676\n",
      "Sequence[10730] is 1 and Pathogenic Score: log10(0.9511208534240723/0.27091291546821594) = 0.5454059839248657\n",
      "Sequence[10731] is 1 and Pathogenic Score: log10(0.9511208534240723/0.6056426763534546) = 0.1960192173719406\n",
      "Sequence[10732] is 1 and Pathogenic Score: log10(0.9511208534240723/0.009268644265830517) = 2.0112195014953613\n",
      "Sequence[10733] is 1 and Pathogenic Score: log10(0.9511208534240723/0.10879823565483093) = 0.9416138529777527\n",
      "Sequence[10734] is 1 and Pathogenic Score: log10(0.9511208534240723/0.6093951463699341) = 0.19333672523498535\n",
      "Sequence[10741] is 1 and Pathogenic Score: log10(0.9196348190307617/0.27565932273864746) = 0.523242712020874\n",
      "Sequence[10747] is 1 and Pathogenic Score: log10(0.9881316423416138/0.961101233959198) = 0.01204568799585104\n",
      "Sequence[10760] is 1 and Pathogenic Score: log10(0.9487722516059875/0.21175484359264374) = 0.6513286232948303\n",
      "Sequence[10786] is 1 and Pathogenic Score: log10(0.9013474583625793/0.1837117075920105) = 0.6907554268836975\n",
      "Sequence[10805] is 1 and Pathogenic Score: log10(0.813896656036377/0.31149905920028687) = 0.4171125292778015\n",
      "Sequence[10812] is 1 and Pathogenic Score: log10(0.950244665145874/0.4161052405834198) = 0.35863223671913147\n",
      "Sequence[10813] is 1 and Pathogenic Score: log10(0.950244665145874/0.41748350858688354) = 0.3571960926055908\n",
      "Sequence[10834] is 1 and Pathogenic Score: log10(0.8677458763122559/0.6618370413780212) = 0.11764150857925415\n",
      "Sequence[10862] is 1 and Pathogenic Score: log10(0.9817565679550171/0.09407351166009903) = 1.0185364484786987\n",
      "Sequence[10933] is 1 and Pathogenic Score: log10(0.9764744639396667/0.35506322979927063) = 0.43935519456863403\n",
      "Sequence[10934] is 1 and Pathogenic Score: log10(0.9222862720489502/0.5486876368522644) = 0.22554057836532593\n",
      "Sequence[10935] is 1 and Pathogenic Score: log10(0.9222862720489502/0.035768844187259674) = 1.4113608598709106\n",
      "Sequence[11038] is 1 and Pathogenic Score: log10(0.9736566543579102/0.05301474779844284) = 1.2640091180801392\n",
      "Sequence[11040] is 1 and Pathogenic Score: log10(0.9201605916023254/0.5025708675384521) = 0.2626663148403168\n",
      "Sequence[11097] is 1 and Pathogenic Score: log10(0.9805715084075928/0.9549660682678223) = 0.0114913210272789\n",
      "Sequence[11103] is 1 and Pathogenic Score: log10(0.946074903011322/0.5041846036911011) = 0.27333593368530273\n",
      "Sequence[11107] is 1 and Pathogenic Score: log10(0.7488294839859009/0.24487577378749847) = 0.4854371249675751\n",
      "Sequence[11116] is 1 and Pathogenic Score: log10(0.9815264344215393/0.8408563137054443) = 0.06718021631240845\n",
      "Sequence[11123] is 1 and Pathogenic Score: log10(0.9503687024116516/0.755052387714386) = 0.0999150350689888\n",
      "Sequence[11125] is 1 and Pathogenic Score: log10(0.8640623688697815/0.10583711415529251) = 0.9119070768356323\n",
      "Sequence[11126] is 1 and Pathogenic Score: log10(0.9614384174346924/0.4922201931476593) = 0.2907620370388031\n",
      "Sequence[11127] is 1 and Pathogenic Score: log10(0.9562427401542664/0.8401955366134644) = 0.05618780478835106\n",
      "Sequence[11135] is 1 and Pathogenic Score: log10(0.9796870946884155/0.9735451340675354) = 0.0027313195168972015\n",
      "Sequence[11143] is 1 and Pathogenic Score: log10(0.9939247965812683/0.9725987911224365) = 0.009419823065400124\n",
      "Sequence[11145] is 1 and Pathogenic Score: log10(0.9284570813179016/0.1381591409444809) = 0.8273822069168091\n",
      "Sequence[11185] is 1 and Pathogenic Score: log10(0.9960070252418518/0.6161223649978638) = 0.20859543979167938\n",
      "Sequence[11287] is 1 and Pathogenic Score: log10(0.8602225184440613/0.024983828887343407) = 1.5369517803192139\n",
      "Sequence[11306] is 1 and Pathogenic Score: log10(0.7037986516952515/0.5788991451263428) = 0.08484550565481186\n",
      "Sequence[11324] is 1 and Pathogenic Score: log10(0.9780418276786804/0.4336453974246979) = 0.35322269797325134\n",
      "Sequence[11325] is 1 and Pathogenic Score: log10(0.9969407320022583/0.9654372334480286) = 0.013945275917649269\n",
      "Sequence[11326] is 1 and Pathogenic Score: log10(0.9760093688964844/0.4413500130176544) = 0.344670832157135\n",
      "Sequence[11328] is 1 and Pathogenic Score: log10(0.3090539872646332/0.05428128316998482) = 0.7553842663764954\n",
      "Sequence[11330] is 1 and Pathogenic Score: log10(0.9094224572181702/0.03856443986296654) = 1.3725786209106445\n",
      "Sequence[11354] is 1 and Pathogenic Score: log10(0.9722086191177368/0.8514387011528015) = 0.057606060057878494\n",
      "Sequence[11364] is 1 and Pathogenic Score: log10(0.974521815776825/0.13774198293685913) = 0.8497252464294434\n",
      "Sequence[11369] is 1 and Pathogenic Score: log10(0.6830838918685913/0.03086678870022297) = 1.344982624053955\n",
      "Sequence[11374] is 1 and Pathogenic Score: log10(0.9859477281570435/0.18897093832492828) = 0.7174588441848755\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[11422] is 1 and Pathogenic Score: log10(0.8834363222122192/0.08844194561243057) = 0.9995169639587402\n",
      "Sequence[11425] is 1 and Pathogenic Score: log10(0.9797748327255249/0.9478452801704407) = 0.014388851821422577\n",
      "Sequence[11432] is 1 and Pathogenic Score: log10(0.973341703414917/0.9045864939689636) = 0.03181524574756622\n",
      "Sequence[11441] is 1 and Pathogenic Score: log10(0.9792891144752502/0.9527480006217957) = 0.011932876892387867\n",
      "Sequence[11485] is 1 and Pathogenic Score: log10(0.96290522813797/0.18485912680625916) = 0.7167426347732544\n",
      "Sequence[11492] is 1 and Pathogenic Score: log10(0.866176962852478/0.9199693202972412) = -0.026166722178459167\n",
      "Sequence[11526] is 1 and Pathogenic Score: log10(0.9825851917266846/0.7242574095726013) = 0.1324772834777832\n",
      "Sequence[11535] is 1 and Pathogenic Score: log10(0.26091858744621277/0.023577626794576645) = 1.0440049171447754\n",
      "Sequence[11558] is 1 and Pathogenic Score: log10(0.9555802345275879/0.4073883295059204) = 0.3702585697174072\n",
      "Sequence[11559] is 1 and Pathogenic Score: log10(0.9977357387542725/0.9642314314842224) = 0.014834227971732616\n",
      "Sequence[11624] is 1 and Pathogenic Score: log10(0.7513534426689148/0.002542975591495633) = 2.4705021381378174\n",
      "Sequence[11699] is 1 and Pathogenic Score: log10(0.904102087020874/0.21180953085422516) = 0.6302719712257385\n",
      "Sequence[11700] is 1 and Pathogenic Score: log10(0.9836413860321045/0.48815712332725525) = 0.3042771816253662\n",
      "Sequence[11708] is 1 and Pathogenic Score: log10(0.862328290939331/0.8410550355911255) = 0.010848241858184338\n",
      "Sequence[11720] is 1 and Pathogenic Score: log10(0.9977864027023315/0.9271336793899536) = 0.03189520537853241\n",
      "Sequence[11728] is 1 and Pathogenic Score: log10(0.5567607879638672/0.18651537597179413) = 0.4749540090560913\n",
      "Sequence[11735] is 1 and Pathogenic Score: log10(0.9408503770828247/0.8402612805366516) = 0.04910619184374809\n",
      "Sequence[11741] is 1 and Pathogenic Score: log10(0.9385098814964294/0.34199225902557373) = 0.4384225904941559\n",
      "Sequence[11749] is 1 and Pathogenic Score: log10(0.9953113198280334/0.18487007915973663) = 0.7310923337936401\n",
      "Sequence[11774] is 1 and Pathogenic Score: log10(0.40205761790275574/0.07421992719173431) = 0.7337677478790283\n",
      "Sequence[11777] is 1 and Pathogenic Score: log10(0.8452586531639099/0.020912833511829376) = 1.606576681137085\n",
      "Sequence[11785] is 1 and Pathogenic Score: log10(0.9395422339439392/0.1670411229133606) = 0.7500928640365601\n",
      "Sequence[11788] is 1 and Pathogenic Score: log10(0.9403811693191528/0.5621076822280884) = 0.22348439693450928\n",
      "Sequence[11789] is 1 and Pathogenic Score: log10(0.9255576729774475/0.4309849441051483) = 0.3319413661956787\n",
      "Sequence[11804] is 1 and Pathogenic Score: log10(0.8797712326049805/0.4750484228134155) = 0.267631858587265\n",
      "Sequence[11816] is 1 and Pathogenic Score: log10(0.9122052788734436/0.41309353709220886) = 0.34404417872428894\n",
      "Sequence[11826] is 1 and Pathogenic Score: log10(0.9914855360984802/0.39363858103752136) = 0.4011887013912201\n",
      "Sequence[11828] is 1 and Pathogenic Score: log10(0.7455830574035645/0.02059924043715) = 1.5586447715759277\n",
      "Sequence[11829] is 1 and Pathogenic Score: log10(0.9505907893180847/0.347828209400177) = 0.4366287887096405\n",
      "Sequence[11839] is 1 and Pathogenic Score: log10(0.9512726664543152/0.023951129987835884) = 1.5989789962768555\n",
      "Sequence[11851] is 1 and Pathogenic Score: log10(0.9711648225784302/0.8762286305427551) = 0.044675491750240326\n",
      "Sequence[11857] is 1 and Pathogenic Score: log10(0.9710215926170349/0.9544224739074707) = 0.007488233502954245\n",
      "Sequence[11873] is 1 and Pathogenic Score: log10(0.9739857316017151/0.7225607633590698) = 0.12967823445796967\n",
      "Sequence[11874] is 1 and Pathogenic Score: log10(0.9739857316017151/0.7353318333625793) = 0.12206922471523285\n",
      "Sequence[11881] is 1 and Pathogenic Score: log10(0.9398656487464905/0.9186044931411743) = 0.009937220253050327\n",
      "Sequence[11882] is 1 and Pathogenic Score: log10(0.9929649829864502/0.9619580507278442) = 0.013777789659798145\n",
      "Sequence[11901] is 1 and Pathogenic Score: log10(0.9277057647705078/0.1455780416727066) = 0.804314374923706\n",
      "Sequence[11905] is 1 and Pathogenic Score: log10(0.8831830024719238/0.2252286672592163) = 0.5934270024299622\n",
      "Sequence[11907] is 1 and Pathogenic Score: log10(0.8798177242279053/0.35827136039733887) = 0.3901806175708771\n",
      "Sequence[11910] is 1 and Pathogenic Score: log10(0.8487595319747925/0.2085837870836258) = 0.6095041036605835\n",
      "Sequence[11923] is 1 and Pathogenic Score: log10(0.9491451978683472/0.14980889856815338) = 0.8017950057983398\n",
      "Sequence[11931] is 1 and Pathogenic Score: log10(0.8875870108604431/0.017477888613939285) = 1.7057219743728638\n",
      "Sequence[11948] is 1 and Pathogenic Score: log10(0.9929130673408508/0.31129947304725647) = 0.5037328600883484\n",
      "Sequence[11949] is 1 and Pathogenic Score: log10(0.7568974494934082/0.10401168465614319) = 0.861954927444458\n",
      "Sequence[11950] is 1 and Pathogenic Score: log10(0.7568974494934082/0.10429409891366959) = 0.8607773184776306\n",
      "Sequence[11951] is 1 and Pathogenic Score: log10(0.9339920878410339/0.3887716829776764) = 0.38064855337142944\n",
      "Sequence[11954] is 1 and Pathogenic Score: log10(0.5183859467506409/0.38900086283683777) = 0.12470264732837677\n",
      "Sequence[11976] is 1 and Pathogenic Score: log10(0.9945998191833496/0.9294185042381287) = 0.029437066987156868\n"
     ]
    }
   ],
   "source": [
    "alt_less_2 = 0\n",
    "alt_2_less_than_0_5 = 0\n",
    "for i in range(len(y2_var_ref_predict)):\n",
    "    if donor['class'][i] == 1:\n",
    "        if y2_var_alt_predict[i][1] < 0.5 and y2_var_ref_predict[i][1] >= 0.5: alt_less_2+=1\n",
    "        if y2_var_alt_predict[i][1] < 0.5: alt_2_less_than_0_5+=1\n",
    "        print(\"Sequence[{0}] is {1} and Pathogenic Score: log10({2}/{3}) = {4}\".format(i, donor['class'][i], y2_var_ref_predict[i][1], y2_var_alt_predict[i][1], calculate.calculate_mutation_score(y2_var_ref_predict[i][1], y2_var_alt_predict[i][1])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "y3_var_ref_predict = donor_Vmodel_3.predict_proba(ref_seq_matrix)\n",
    "y3_var_ref_predict_classes = donor_Vmodel_3.predict_classes(ref_seq_matrix)\n",
    "\n",
    "y3_var_alt_predict = donor_Vmodel_3.predict_proba(alt_seq_matrix)\n",
    "y3_var_alt_predict_classes = donor_Vmodel_3.predict_classes(alt_seq_matrix)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[110] is 1 and Pathogenic Score: log10(0.9794498682022095/0.98895663022995) = -0.004195033106952906\n",
      "Sequence[114] is 1 and Pathogenic Score: log10(0.8774374127388/0.23214510083198547) = 0.5774565935134888\n",
      "Sequence[129] is 1 and Pathogenic Score: log10(0.9888837337493896/0.78709876537323) = 0.0991160124540329\n",
      "Sequence[150] is 1 and Pathogenic Score: log10(0.8780531287193298/0.23277826607227325) = 0.5765783786773682\n",
      "Sequence[151] is 1 and Pathogenic Score: log10(0.9870526194572449/0.7626056671142578) = 0.11204025894403458\n",
      "Sequence[157] is 1 and Pathogenic Score: log10(0.9781640768051147/0.6541876792907715) = 0.17470933496952057\n",
      "Sequence[163] is 1 and Pathogenic Score: log10(0.9767444133758545/0.6389629244804382) = 0.18430526554584503\n",
      "Sequence[166] is 1 and Pathogenic Score: log10(0.7925202250480652/0.13890215754508972) = 0.7563014030456543\n",
      "Sequence[175] is 1 and Pathogenic Score: log10(0.6615619659423828/0.6178200244903564) = 0.029708534479141235\n",
      "Sequence[180] is 1 and Pathogenic Score: log10(0.8549100160598755/0.19925138354301453) = 0.6325190663337708\n",
      "Sequence[192] is 1 and Pathogenic Score: log10(0.8654748201370239/0.4692046046257019) = 0.2658921778202057\n",
      "Sequence[206] is 1 and Pathogenic Score: log10(0.41973844170570374/0.029642092064023018) = 1.1510698795318604\n",
      "Sequence[216] is 1 and Pathogenic Score: log10(0.9629142880439758/0.7810622453689575) = 0.09090199321508408\n",
      "Sequence[240] is 1 and Pathogenic Score: log10(0.7979743480682373/0.6714977622032166) = 0.07494435459375381\n",
      "Sequence[247] is 1 and Pathogenic Score: log10(0.9930914640426636/0.8566107749938965) = 0.06420569121837616\n",
      "Sequence[251] is 1 and Pathogenic Score: log10(0.9817834496498108/0.6913411021232605) = 0.15232333540916443\n",
      "Sequence[254] is 1 and Pathogenic Score: log10(0.999386191368103/0.9856658577919006) = 0.006003617309033871\n",
      "Sequence[255] is 1 and Pathogenic Score: log10(0.999386191368103/0.9854377508163452) = 0.006104144733399153\n",
      "Sequence[260] is 1 and Pathogenic Score: log10(0.9504451751708984/0.733161985874176) = 0.11272714287042618\n",
      "Sequence[268] is 1 and Pathogenic Score: log10(0.7650807499885559/0.1209055557847023) = 0.8012610077857971\n",
      "Sequence[300] is 1 and Pathogenic Score: log10(0.8868107199668884/0.24037209153175354) = 0.5669469237327576\n",
      "Sequence[301] is 1 and Pathogenic Score: log10(0.9964085221290588/0.9201927781105042) = 0.03455863520503044\n",
      "Sequence[331] is 1 and Pathogenic Score: log10(0.8347871899604797/0.5897349119186401) = 0.15091891586780548\n",
      "Sequence[337] is 1 and Pathogenic Score: log10(0.5572274327278137/0.05046442896127701) = 1.0430471897125244\n",
      "Sequence[368] is 1 and Pathogenic Score: log10(0.996051013469696/0.9782689213752747) = 0.007823347114026546\n",
      "Sequence[511] is 1 and Pathogenic Score: log10(0.7167828679084778/0.09636763483285904) = 0.8714563846588135\n",
      "Sequence[514] is 1 and Pathogenic Score: log10(0.7896140813827515/0.28143632411956787) = 0.44803473353385925\n",
      "Sequence[516] is 1 and Pathogenic Score: log10(0.6064378023147583/0.0601838044822216) = 1.0033066272735596\n",
      "Sequence[525] is 1 and Pathogenic Score: log10(0.07421056926250458/0.010893830098211765) = 0.8332851529121399\n",
      "Sequence[561] is 1 and Pathogenic Score: log10(0.7011033296585083/0.08994932472705841) = 0.891784131526947\n",
      "Sequence[562] is 1 and Pathogenic Score: log10(0.7011033296585083/0.06641232222318649) = 1.0235333442687988\n",
      "Sequence[607] is 1 and Pathogenic Score: log10(0.6977086067199707/0.08863631635904312) = 0.8960623741149902\n",
      "Sequence[608] is 1 and Pathogenic Score: log10(0.6977086067199707/0.08752518147230148) = 0.9015410542488098\n",
      "Sequence[653] is 1 and Pathogenic Score: log10(0.9867968559265137/0.9302624464035034) = 0.02562226727604866\n",
      "Sequence[672] is 1 and Pathogenic Score: log10(0.6898304224014282/0.08585766702890396) = 0.9049632549285889\n",
      "Sequence[683] is 1 and Pathogenic Score: log10(0.9659766554832458/0.5341675877571106) = 0.2572890818119049\n",
      "Sequence[708] is 1 and Pathogenic Score: log10(0.7225376963615417/0.41043820977211) = 0.2456127256155014\n",
      "Sequence[745] is 1 and Pathogenic Score: log10(0.9810099005699158/0.6852179169654846) = 0.15584468841552734\n",
      "Sequence[746] is 1 and Pathogenic Score: log10(0.9999992847442627/0.9999994039535522) = -5.177194140060237e-08\n",
      "Sequence[751] is 1 and Pathogenic Score: log10(0.3848462700843811/0.07915433496236801) = 0.6868125796318054\n",
      "Sequence[752] is 1 and Pathogenic Score: log10(0.7023266553878784/0.1302473396062851) = 0.7317702770233154\n",
      "Sequence[769] is 1 and Pathogenic Score: log10(0.8295930027961731/0.16827555000782013) = 0.692844033241272\n",
      "Sequence[771] is 1 and Pathogenic Score: log10(0.970628023147583/0.5825568437576294) = 0.22171452641487122\n",
      "Sequence[772] is 1 and Pathogenic Score: log10(0.970628023147583/0.5716754198074341) = 0.22990331053733826\n",
      "Sequence[773] is 1 and Pathogenic Score: log10(0.970628023147583/0.8881827592849731) = 0.03855049982666969\n",
      "Sequence[774] is 1 and Pathogenic Score: log10(0.970628023147583/0.8983169198036194) = 0.033623240888118744\n",
      "Sequence[776] is 1 and Pathogenic Score: log10(0.90261310338974/0.28130027651786804) = 0.5063314437866211\n",
      "Sequence[777] is 1 and Pathogenic Score: log10(0.7329996228218079/0.37731754779815674) = 0.2883967459201813\n",
      "Sequence[778] is 1 and Pathogenic Score: log10(0.7329996228218079/0.28226980566978455) = 0.41443932056427\n",
      "Sequence[779] is 1 and Pathogenic Score: log10(0.7329996228218079/0.1038903295993805) = 0.8485286235809326\n",
      "Sequence[780] is 1 and Pathogenic Score: log10(0.7329996228218079/0.3975476026535034) = 0.2657146155834198\n",
      "Sequence[781] is 1 and Pathogenic Score: log10(0.7329996228218079/0.4232749342918396) = 0.23848119378089905\n",
      "Sequence[784] is 1 and Pathogenic Score: log10(0.9676986336708069/0.5585277080535889) = 0.2386953979730606\n",
      "Sequence[788] is 1 and Pathogenic Score: log10(0.9806893467903137/0.4333888590335846) = 0.3546537160873413\n",
      "Sequence[789] is 1 and Pathogenic Score: log10(0.9806893467903137/0.6785144209861755) = 0.15997235476970673\n",
      "Sequence[793] is 1 and Pathogenic Score: log10(0.861301064491272/0.20775949954986572) = 0.6175940632820129\n",
      "Sequence[794] is 1 and Pathogenic Score: log10(0.861301064491272/0.200516015291214) = 0.6330059170722961\n",
      "Sequence[798] is 1 and Pathogenic Score: log10(0.9549158215522766/0.47214603424072266) = 0.30588874220848083\n",
      "Sequence[799] is 1 and Pathogenic Score: log10(0.9549158215522766/0.46104922890663147) = 0.3162177801132202\n",
      "Sequence[802] is 1 and Pathogenic Score: log10(0.8203285932540894/0.16134749352931976) = 0.7062256336212158\n",
      "Sequence[807] is 1 and Pathogenic Score: log10(0.9643954038619995/0.5330058336257935) = 0.25752314925193787\n",
      "Sequence[810] is 1 and Pathogenic Score: log10(0.8770487308502197/0.23150233924388885) = 0.5784683227539062\n",
      "Sequence[811] is 1 and Pathogenic Score: log10(0.936802864074707/0.31013327836990356) = 0.4800998568534851\n",
      "Sequence[812] is 1 and Pathogenic Score: log10(0.936802864074707/0.3744910955429077) = 0.3982067108154297\n",
      "Sequence[813] is 1 and Pathogenic Score: log10(0.97474604845047/0.6197701692581177) = 0.19666080176830292\n",
      "Sequence[814] is 1 and Pathogenic Score: log10(0.97474604845047/0.6092080473899841) = 0.20412585139274597\n",
      "Sequence[817] is 1 and Pathogenic Score: log10(0.8801695108413696/0.2367490530014038) = 0.5702780485153198\n",
      "Sequence[818] is 1 and Pathogenic Score: log10(0.8801695108413696/0.6625766158103943) = 0.12333019822835922\n",
      "Sequence[822] is 1 and Pathogenic Score: log10(0.976353108882904/0.6355189681053162) = 0.1864784061908722\n",
      "Sequence[824] is 1 and Pathogenic Score: log10(0.9384204745292664/0.3915610611438751) = 0.3795979619026184\n",
      "Sequence[826] is 1 and Pathogenic Score: log10(0.8963860273361206/0.26715347170829773) = 0.5257342457771301\n",
      "Sequence[834] is 1 and Pathogenic Score: log10(0.9869638085365295/0.7617475986480713) = 0.11249013990163803\n",
      "Sequence[835] is 1 and Pathogenic Score: log10(0.9999977350234985/0.9999921321868896) = 2.4332741759280907e-06\n",
      "Sequence[836] is 1 and Pathogenic Score: log10(0.9498429298400879/0.36480414867401123) = 0.4155920445919037\n",
      "Sequence[837] is 1 and Pathogenic Score: log10(0.9498429298400879/0.44436001777648926) = 0.3299168348312378\n",
      "Sequence[839] is 1 and Pathogenic Score: log10(0.9795479774475098/0.6656034588813782) = 0.1678101271390915\n",
      "Sequence[840] is 1 and Pathogenic Score: log10(0.9795479774475098/0.65921550989151) = 0.1719983071088791\n",
      "Sequence[841] is 1 and Pathogenic Score: log10(0.9472827911376953/0.7117279767990112) = 0.1241656020283699\n",
      "Sequence[842] is 1 and Pathogenic Score: log10(0.9472827911376953/0.3527316153049469) = 0.4290352463722229\n",
      "Sequence[843] is 1 and Pathogenic Score: log10(0.9472827911376953/0.6521963477134705) = 0.16210126876831055\n",
      "Sequence[844] is 1 and Pathogenic Score: log10(0.9743175506591797/0.5349974632263184) = 0.2603487968444824\n",
      "Sequence[845] is 1 and Pathogenic Score: log10(0.9522961378097534/0.4534400403499603) = 0.32225215435028076\n",
      "Sequence[877] is 1 and Pathogenic Score: log10(0.7869846820831299/0.7125264406204224) = 0.04316527396440506\n",
      "Sequence[879] is 1 and Pathogenic Score: log10(0.9507250189781189/0.5504851937294006) = 0.2373092770576477\n",
      "Sequence[880] is 1 and Pathogenic Score: log10(0.9244360327720642/0.3307032287120819) = 0.44643843173980713\n",
      "Sequence[884] is 1 and Pathogenic Score: log10(0.43658149242401123/0.03161925449967384) = 1.1401137113571167\n",
      "Sequence[885] is 1 and Pathogenic Score: log10(0.43658149242401123/0.0962231457233429) = 0.656785786151886\n",
      "Sequence[903] is 1 and Pathogenic Score: log10(0.9817138314247131/0.6177921891212463) = 0.20114248991012573\n",
      "Sequence[907] is 1 and Pathogenic Score: log10(0.9909522533416748/0.8222302198410034) = 0.0810592770576477\n",
      "Sequence[911] is 1 and Pathogenic Score: log10(0.9804329872131348/0.6692818403244019) = 0.16580887138843536\n",
      "Sequence[931] is 1 and Pathogenic Score: log10(0.5843099355697632/0.28565505146980286) = 0.31080135703086853\n",
      "Sequence[932] is 1 and Pathogenic Score: log10(0.8507258892059326/0.19149291515350342) = 0.6476369500160217\n",
      "Sequence[952] is 1 and Pathogenic Score: log10(0.9852924942970276/0.6701511144638062) = 0.16739241778850555\n",
      "Sequence[954] is 1 and Pathogenic Score: log10(0.8979362845420837/0.26217228174209595) = 0.5346587300300598\n",
      "Sequence[990] is 1 and Pathogenic Score: log10(0.9331505298614502/0.6572938561439514) = 0.1521921455860138\n",
      "Sequence[1010] is 1 and Pathogenic Score: log10(0.9454002976417542/0.42183828353881836) = 0.3504697382450104\n",
      "Sequence[1016] is 1 and Pathogenic Score: log10(0.9989991784095764/0.9767760038375854) = 0.00977015495300293\n",
      "Sequence[1021] is 1 and Pathogenic Score: log10(0.4752417802810669/0.4767438471317291) = -0.0013704923912882805\n",
      "Sequence[1030] is 1 and Pathogenic Score: log10(0.920924186706543/0.615408718585968) = 0.1750602275133133\n",
      "Sequence[1040] is 1 and Pathogenic Score: log10(0.8921383023262024/0.871667742729187) = 0.010081205517053604\n",
      "Sequence[1041] is 1 and Pathogenic Score: log10(0.9694371819496155/0.5725617408752441) = 0.22869734466075897\n",
      "Sequence[1048] is 1 and Pathogenic Score: log10(0.32627907395362854/0.06239006668329239) = 0.7184737920761108\n",
      "Sequence[1053] is 1 and Pathogenic Score: log10(0.9695630073547363/0.5736029148101807) = 0.22796466946601868\n",
      "Sequence[1056] is 1 and Pathogenic Score: log10(0.7341788411140442/0.2750926911830902) = 0.4263227880001068\n",
      "Sequence[1057] is 1 and Pathogenic Score: log10(0.7341788411140442/0.07728786766529083) = 0.977690577507019\n",
      "Sequence[1060] is 1 and Pathogenic Score: log10(0.7736029028892517/0.5091104507446289) = 0.18170608580112457\n",
      "Sequence[1061] is 1 and Pathogenic Score: log10(0.7736029028892517/0.12127169221639633) = 0.8047586679458618\n",
      "Sequence[1065] is 1 and Pathogenic Score: log10(0.9138975739479065/0.7801917195320129) = 0.06869618594646454\n",
      "Sequence[1066] is 1 and Pathogenic Score: log10(0.9138975739479065/0.5255356431007385) = 0.24029535055160522\n",
      "Sequence[1071] is 1 and Pathogenic Score: log10(0.8978301286697388/0.27022767066955566) = 0.5214643478393555\n",
      "Sequence[1084] is 1 and Pathogenic Score: log10(0.994195282459259/0.8783014416694641) = 0.05382812023162842\n",
      "Sequence[1085] is 1 and Pathogenic Score: log10(0.994195282459259/0.8385589122772217) = 0.07393811643123627\n",
      "Sequence[1086] is 1 and Pathogenic Score: log10(0.994195282459259/0.8785352110862732) = 0.05371252819895744\n",
      "Sequence[1089] is 1 and Pathogenic Score: log10(0.5862430334091187/0.05634031072258949) = 1.0172585248947144\n",
      "Sequence[1108] is 1 and Pathogenic Score: log10(0.9502809643745422/0.9443394541740417) = 0.0027239108458161354\n",
      "Sequence[1110] is 1 and Pathogenic Score: log10(0.9365471601486206/0.38019028306007385) = 0.3915286660194397\n",
      "Sequence[1123] is 1 and Pathogenic Score: log10(0.5378217697143555/0.11312668025493622) = 0.6770733594894409\n",
      "Sequence[1204] is 1 and Pathogenic Score: log10(0.9707425832748413/0.5835365056991577) = 0.22103604674339294\n",
      "Sequence[1220] is 1 and Pathogenic Score: log10(0.7629261016845703/0.11964111775159836) = 0.8046020269393921\n",
      "Sequence[1225] is 1 and Pathogenic Score: log10(0.9919129610061646/0.9307720065116882) = 0.02763027511537075\n",
      "Sequence[1255] is 1 and Pathogenic Score: log10(0.9792521595954895/0.6659061908721924) = 0.1674814671278\n",
      "Sequence[1256] is 1 and Pathogenic Score: log10(0.9353430271148682/0.37923306226730347) = 0.3920647203922272\n",
      "Sequence[1257] is 1 and Pathogenic Score: log10(0.932357907295227/0.3576163351535797) = 0.4161653220653534\n",
      "Sequence[1277] is 1 and Pathogenic Score: log10(0.8733679056167603/0.48655468225479126) = 0.2540655732154846\n",
      "Sequence[1285] is 1 and Pathogenic Score: log10(0.9999996423721313/0.999991774559021) = 3.4169343052781187e-06\n",
      "Sequence[1287] is 1 and Pathogenic Score: log10(0.937743604183197/0.9009836316108704) = 0.017367223277688026\n",
      "Sequence[1305] is 1 and Pathogenic Score: log10(0.828828752040863/0.7759597897529602) = 0.028625573962926865\n",
      "Sequence[1306] is 1 and Pathogenic Score: log10(0.9829269051551819/0.9772258996963501) = 0.002526253229007125\n",
      "Sequence[1315] is 1 and Pathogenic Score: log10(0.8842356204986572/0.2357642501592636) = 0.5740900635719299\n",
      "Sequence[1342] is 1 and Pathogenic Score: log10(0.9901396632194519/0.9932311773300171) = -0.0013538734056055546\n",
      "Sequence[1398] is 1 and Pathogenic Score: log10(0.2240840494632721/0.011529682204127312) = 1.2885936498641968\n",
      "Sequence[1418] is 1 and Pathogenic Score: log10(0.8132612705230713/0.1553449183702469) = 0.7189330458641052\n",
      "Sequence[1419] is 1 and Pathogenic Score: log10(0.9974038004875183/0.920957624912262) = 0.03463134914636612\n",
      "Sequence[1420] is 1 and Pathogenic Score: log10(0.9974038004875183/0.9410604238510132) = 0.025253528729081154\n",
      "Sequence[1426] is 1 and Pathogenic Score: log10(0.41382697224617004/0.06861794739961624) = 0.7803810834884644\n",
      "Sequence[1475] is 1 and Pathogenic Score: log10(0.8395258784294128/0.8542069792747498) = -0.007529028225690126\n",
      "Sequence[1481] is 1 and Pathogenic Score: log10(0.43300721049308777/0.031243113800883293) = 1.1417407989501953\n",
      "Sequence[1484] is 1 and Pathogenic Score: log10(0.8112329840660095/0.11530444771051407) = 0.8472995162010193\n",
      "Sequence[1495] is 1 and Pathogenic Score: log10(0.7492965459823608/0.11207106709480286) = 0.8251602053642273\n",
      "Sequence[1497] is 1 and Pathogenic Score: log10(0.9423267841339111/0.6918310523033142) = 0.13420146703720093\n",
      "Sequence[1545] is 1 and Pathogenic Score: log10(0.9696031808853149/0.32451754808425903) = 0.4753558337688446\n",
      "Sequence[1546] is 1 and Pathogenic Score: log10(0.9696031808853149/0.5739352107048035) = 0.22773116827011108\n",
      "Sequence[1547] is 1 and Pathogenic Score: log10(0.7703916430473328/0.7904486656188965) = -0.011162111535668373\n",
      "Sequence[1548] is 1 and Pathogenic Score: log10(0.7703916430473328/0.12237600237131119) = 0.7990152835845947\n",
      "Sequence[1550] is 1 and Pathogenic Score: log10(0.9656363129615784/0.5426863431930542) = 0.2502647042274475\n",
      "Sequence[1554] is 1 and Pathogenic Score: log10(0.923985481262207/0.33920231461524963) = 0.4352063536643982\n",
      "Sequence[1564] is 1 and Pathogenic Score: log10(0.8783758282661438/0.23370929062366486) = 0.5750043988227844\n",
      "Sequence[1565] is 1 and Pathogenic Score: log10(0.994357168674469/0.8815385699272156) = 0.052301075309515\n",
      "Sequence[1575] is 1 and Pathogenic Score: log10(0.8507198095321655/0.19363629817962646) = 0.6427997946739197\n",
      "Sequence[1580] is 1 and Pathogenic Score: log10(0.973820686340332/0.6110274195671082) = 0.2024182826280594\n",
      "Sequence[1591] is 1 and Pathogenic Score: log10(0.6442415714263916/0.07104147225618362) = 0.9575368165969849\n",
      "Sequence[1592] is 1 and Pathogenic Score: log10(0.6450167298316956/0.6019099950790405) = 0.030039403587579727\n",
      "Sequence[1599] is 1 and Pathogenic Score: log10(0.9870499968528748/0.7629634141921997) = 0.11183544993400574\n",
      "Sequence[1611] is 1 and Pathogenic Score: log10(0.9775345325469971/0.6470835208892822) = 0.17917178571224213\n",
      "Sequence[1641] is 1 and Pathogenic Score: log10(0.9678507447242737/0.3119654059410095) = 0.4917019307613373\n",
      "Sequence[1642] is 1 and Pathogenic Score: log10(0.9678507447242737/0.5597298741340637) = 0.23782989382743835\n",
      "Sequence[1643] is 1 and Pathogenic Score: log10(0.9678507447242737/0.555777907371521) = 0.24090710282325745\n",
      "Sequence[1652] is 1 and Pathogenic Score: log10(0.9089691638946533/0.5784094929695129) = 0.196313738822937\n",
      "Sequence[1653] is 1 and Pathogenic Score: log10(0.9089691638946533/0.2966066002845764) = 0.4863683581352234\n",
      "Sequence[1654] is 1 and Pathogenic Score: log10(0.9089691638946533/0.2932748794555664) = 0.49127429723739624\n",
      "Sequence[1660] is 1 and Pathogenic Score: log10(0.9940260648727417/0.8751788139343262) = 0.05530095472931862\n",
      "Sequence[1663] is 1 and Pathogenic Score: log10(0.9170863628387451/0.603132963180542) = 0.1819971650838852\n",
      "Sequence[1664] is 1 and Pathogenic Score: log10(0.9170863628387451/0.2511839270591736) = 0.5624184012413025\n",
      "Sequence[1685] is 1 and Pathogenic Score: log10(0.8762834668159485/0.2302454262971878) = 0.5804535746574402\n",
      "Sequence[1739] is 1 and Pathogenic Score: log10(0.35977184772491455/0.11034722626209259) = 0.5132657289505005\n",
      "Sequence[1748] is 1 and Pathogenic Score: log10(0.9845150709152222/0.9010688066482544) = 0.03846441209316254\n",
      "Sequence[1765] is 1 and Pathogenic Score: log10(0.8479909300804138/0.36795058846473694) = 0.36260172724723816\n",
      "Sequence[1798] is 1 and Pathogenic Score: log10(0.970147430896759/0.5745729207992554) = 0.2274925857782364\n",
      "Sequence[1800] is 1 and Pathogenic Score: log10(0.8858897686004639/0.24393656849861145) = 0.5601027607917786\n",
      "Sequence[1824] is 1 and Pathogenic Score: log10(0.8783553242683411/0.23328319191932678) = 0.575786828994751\n",
      "Sequence[1852] is 1 and Pathogenic Score: log10(0.9848634600639343/0.7327417731285095) = 0.12842507660388947\n",
      "Sequence[1889] is 1 and Pathogenic Score: log10(0.9815785884857178/0.6923279166221619) = 0.1516132354736328\n",
      "Sequence[1929] is 1 and Pathogenic Score: log10(0.7194510698318481/0.09385313838720322) = 0.8845524787902832\n",
      "Sequence[1935] is 1 and Pathogenic Score: log10(0.8460895419120789/0.18597330152988434) = 0.6579657196998596\n",
      "Sequence[1959] is 1 and Pathogenic Score: log10(0.9972929358482361/0.9386890530586243) = 0.02630096860229969\n",
      "Sequence[2007] is 1 and Pathogenic Score: log10(0.9507391452789307/0.4490489959716797) = 0.3257676362991333\n",
      "Sequence[2040] is 1 and Pathogenic Score: log10(0.9142741560935974/0.31052935123443604) = 0.4689737856388092\n",
      "Sequence[2090] is 1 and Pathogenic Score: log10(0.5726189017295837/0.053551238030195236) = 1.0290961265563965\n",
      "Sequence[2095] is 1 and Pathogenic Score: log10(0.9635739326477051/0.8641008138656616) = 0.0473206490278244\n",
      "Sequence[2099] is 1 and Pathogenic Score: log10(0.9057485461235046/0.28822582960128784) = 0.4972747564315796\n",
      "Sequence[2103] is 1 and Pathogenic Score: log10(0.7416108250617981/0.1081031858921051) = 0.8363375663757324\n",
      "Sequence[2116] is 1 and Pathogenic Score: log10(0.9992326498031616/0.9821394085884094) = 0.007493474520742893\n",
      "Sequence[2118] is 1 and Pathogenic Score: log10(0.9570678472518921/0.2513582408428192) = 0.5806496143341064\n",
      "Sequence[2119] is 1 and Pathogenic Score: log10(0.9934565424919128/0.9542553424835205) = 0.017484251409769058\n",
      "Sequence[2120] is 1 and Pathogenic Score: log10(0.19328145682811737/0.0100165493786335) = 1.28547203540802\n",
      "Sequence[2123] is 1 and Pathogenic Score: log10(0.8730553388595581/0.2250676453113556) = 0.5887287259101868\n",
      "Sequence[2124] is 1 and Pathogenic Score: log10(0.8730553388595581/0.6477146148681641) = 0.1296580731868744\n",
      "Sequence[2145] is 1 and Pathogenic Score: log10(0.8941144943237305/0.11282950639724731) = 0.8989704847335815\n",
      "Sequence[2146] is 1 and Pathogenic Score: log10(0.8941144943237305/0.4684239327907562) = 0.28075405955314636\n",
      "Sequence[2149] is 1 and Pathogenic Score: log10(0.8034001588821411/0.3595810830593109) = 0.34913507103919983\n",
      "Sequence[2150] is 1 and Pathogenic Score: log10(0.8034001588821411/0.14717398583889008) = 0.7371008396148682\n",
      "Sequence[2155] is 1 and Pathogenic Score: log10(0.9832742810249329/0.8898369669914246) = 0.043364252895116806\n",
      "Sequence[2156] is 1 and Pathogenic Score: log10(0.9832742810249329/0.7036482095718384) = 0.14531907439231873\n",
      "Sequence[2159] is 1 and Pathogenic Score: log10(0.9366886615753174/0.38453659415245056) = 0.38665756583213806\n",
      "Sequence[2161] is 1 and Pathogenic Score: log10(0.9872779846191406/0.7658116221427917) = 0.11031750589609146\n",
      "Sequence[2162] is 1 and Pathogenic Score: log10(0.852790892124176/0.3767681121826172) = 0.35476842522621155\n",
      "Sequence[2163] is 1 and Pathogenic Score: log10(0.852790892124176/0.19655564427375793) = 0.6373569965362549\n",
      "Sequence[2216] is 1 and Pathogenic Score: log10(0.9825969338417053/0.6313113570213318) = 0.19213181734085083\n",
      "Sequence[2222] is 1 and Pathogenic Score: log10(0.9470019936561584/0.4300677478313446) = 0.34281399846076965\n",
      "Sequence[2257] is 1 and Pathogenic Score: log10(0.9141955375671387/0.31031450629234314) = 0.46923699975013733\n",
      "Sequence[2309] is 1 and Pathogenic Score: log10(0.8207531571388245/0.991005539894104) = -0.08186352998018265\n",
      "Sequence[2315] is 1 and Pathogenic Score: log10(0.9909537434577942/0.8199003338813782) = 0.08229232579469681\n",
      "Sequence[2317] is 1 and Pathogenic Score: log10(0.3477754294872284/0.021081700921058655) = 1.2173932790756226\n",
      "Sequence[2320] is 1 and Pathogenic Score: log10(0.5085951685905457/0.12450090795755386) = 0.6111997365951538\n",
      "Sequence[2330] is 1 and Pathogenic Score: log10(0.6694855690002441/0.07880010455846786) = 0.9292144179344177\n",
      "Sequence[2332] is 1 and Pathogenic Score: log10(0.8347548246383667/0.40971165895462036) = 0.3090806305408478\n",
      "Sequence[2336] is 1 and Pathogenic Score: log10(0.6991485357284546/0.24202339351177216) = 0.46071213483810425\n",
      "Sequence[2338] is 1 and Pathogenic Score: log10(0.8697987794876099/0.2200385332107544) = 0.5969200730323792\n",
      "Sequence[2342] is 1 and Pathogenic Score: log10(0.7708917260169983/0.1241767555475235) = 0.7929530739784241\n",
      "Sequence[2355] is 1 and Pathogenic Score: log10(0.9826421737670898/0.6957178115844727) = 0.14996229112148285\n",
      "Sequence[2444] is 1 and Pathogenic Score: log10(0.8067681193351746/0.14988835155963898) = 0.7309808731079102\n",
      "Sequence[2445] is 1 and Pathogenic Score: log10(0.9849081039428711/0.7337571382522583) = 0.12784336507320404\n",
      "Sequence[2489] is 1 and Pathogenic Score: log10(0.8351755142211914/0.13320091366767883) = 0.7972705364227295\n",
      "Sequence[2499] is 1 and Pathogenic Score: log10(0.9556881189346313/0.476656436920166) = 0.3021107316017151\n",
      "Sequence[2514] is 1 and Pathogenic Score: log10(0.9643074870109558/0.7877813577651978) = 0.08780983090400696\n",
      "Sequence[2515] is 1 and Pathogenic Score: log10(0.9643074870109558/0.45035380125045776) = 0.33066168427467346\n",
      "Sequence[2516] is 1 and Pathogenic Score: log10(0.9643074870109558/0.9272818565368652) = 0.017003752291202545\n",
      "Sequence[2662] is 1 and Pathogenic Score: log10(0.9984843134880066/0.9931696653366089) = 0.0023177945986390114\n",
      "Sequence[2671] is 1 and Pathogenic Score: log10(0.9879812598228455/0.775978147983551) = 0.10489920526742935\n",
      "Sequence[2769] is 1 and Pathogenic Score: log10(0.2532009780406952/0.014115923084318638) = 1.253756046295166\n",
      "Sequence[2770] is 1 and Pathogenic Score: log10(0.9931413531303406/0.8591856360435486) = 0.06292407214641571\n",
      "Sequence[2772] is 1 and Pathogenic Score: log10(0.9865314364433289/0.7552891373634338) = 0.11599767953157425\n",
      "Sequence[2779] is 1 and Pathogenic Score: log10(0.616732120513916/0.06363025307655334) = 0.9864329099655151\n",
      "Sequence[2808] is 1 and Pathogenic Score: log10(0.995945155620575/0.9084252715110779) = 0.03994622826576233\n",
      "Sequence[2826] is 1 and Pathogenic Score: log10(0.9700106978416443/0.5773357152938843) = 0.225348100066185\n",
      "Sequence[2885] is 1 and Pathogenic Score: log10(0.8732472658157349/0.22498813271522522) = 0.5889776349067688\n",
      "Sequence[2889] is 1 and Pathogenic Score: log10(0.9801558256149292/0.6754613518714905) = 0.16169463098049164\n",
      "Sequence[2890] is 1 and Pathogenic Score: log10(0.9801558256149292/0.6759410500526428) = 0.16138629615306854\n",
      "Sequence[2955] is 1 and Pathogenic Score: log10(0.9386894106864929/0.39267274737358093) = 0.3784911334514618\n",
      "Sequence[2958] is 1 and Pathogenic Score: log10(0.9830545783042908/0.7101360559463501) = 0.1412360519170761\n",
      "Sequence[2959] is 1 and Pathogenic Score: log10(0.9830545783042908/0.7008726000785828) = 0.1469385325908661\n",
      "Sequence[2965] is 1 and Pathogenic Score: log10(0.8186470866203308/0.3927142322063446) = 0.3190200924873352\n",
      "Sequence[2966] is 1 and Pathogenic Score: log10(0.8186470866203308/0.16010938584804535) = 0.7086799144744873\n",
      "Sequence[2980] is 1 and Pathogenic Score: log10(0.9875503182411194/0.7701053619384766) = 0.10800909996032715\n",
      "Sequence[2990] is 1 and Pathogenic Score: log10(0.8305139541625977/0.1652136743068695) = 0.7013009190559387\n",
      "Sequence[2991] is 1 and Pathogenic Score: log10(0.876237154006958/0.22978214919567108) = 0.5813053846359253\n",
      "Sequence[3000] is 1 and Pathogenic Score: log10(0.9651861786842346/0.5282440185546875) = 0.26177650690078735\n",
      "Sequence[3043] is 1 and Pathogenic Score: log10(0.44451388716697693/0.09905871003866196) = 0.651992678642273\n",
      "Sequence[3075] is 1 and Pathogenic Score: log10(0.9889618754386902/0.7909533977508545) = 0.09702865779399872\n",
      "Sequence[3076] is 1 and Pathogenic Score: log10(0.9889618754386902/0.788291871547699) = 0.09849251061677933\n",
      "Sequence[3080] is 1 and Pathogenic Score: log10(0.9878491163253784/0.7744319438934326) = 0.10570735484361649\n",
      "Sequence[3083] is 1 and Pathogenic Score: log10(0.9425711631774902/0.4088439345359802) = 0.362756609916687\n",
      "Sequence[3085] is 1 and Pathogenic Score: log10(0.9936563372612/0.8684276342391968) = 0.05850256606936455\n",
      "Sequence[3086] is 1 and Pathogenic Score: log10(0.9936563372612/0.908608615398407) = 0.03885936737060547\n",
      "Sequence[3138] is 1 and Pathogenic Score: log10(0.8592588901519775/0.20497697591781616) = 0.6224189400672913\n",
      "Sequence[3153] is 1 and Pathogenic Score: log10(0.9694210886955261/0.5614818334579468) = 0.23717676103115082\n",
      "Sequence[3154] is 1 and Pathogenic Score: log10(0.9640680551528931/0.9753479957580566) = -0.005051897838711739\n",
      "Sequence[3162] is 1 and Pathogenic Score: log10(0.9869489073753357/0.7615371942520142) = 0.1126035675406456\n",
      "Sequence[3173] is 1 and Pathogenic Score: log10(0.9803808331489563/0.9381449818611145) = 0.019124843180179596\n",
      "Sequence[3186] is 1 and Pathogenic Score: log10(0.9854656457901001/0.9536590576171875) = 0.01424834132194519\n",
      "Sequence[3194] is 1 and Pathogenic Score: log10(0.8660532236099243/0.21448181569576263) = 0.6061541438102722\n",
      "Sequence[3199] is 1 and Pathogenic Score: log10(0.6123600602149963/0.06241112947463989) = 0.9917448163032532\n",
      "Sequence[3223] is 1 and Pathogenic Score: log10(0.9833884239196777/0.6405935883522034) = 0.18614250421524048\n",
      "Sequence[3227] is 1 and Pathogenic Score: log10(0.9797413349151611/0.6708194613456726) = 0.16450577974319458\n",
      "Sequence[3250] is 1 and Pathogenic Score: log10(0.8965009450912476/0.26782509684562683) = 0.5246994495391846\n",
      "Sequence[3254] is 1 and Pathogenic Score: log10(0.989779531955719/0.8035235404968262) = 0.09053985029459\n",
      "Sequence[3307] is 1 and Pathogenic Score: log10(0.9527472257614136/0.45934686064720154) = 0.3168369233608246\n",
      "Sequence[3380] is 1 and Pathogenic Score: log10(0.569492757320404/0.052798472344875336) = 1.0328668355941772\n",
      "Sequence[3434] is 1 and Pathogenic Score: log10(0.9567926526069641/0.2501036524772644) = 0.5826978087425232\n",
      "Sequence[3435] is 1 and Pathogenic Score: log10(0.6154974699020386/0.29969337582588196) = 0.3125491440296173\n",
      "Sequence[3532] is 1 and Pathogenic Score: log10(0.9159157872200012/0.3150709569454193) = 0.4634471833705902\n",
      "Sequence[3537] is 1 and Pathogenic Score: log10(0.9350500702857971/0.37809571623802185) = 0.39323312044143677\n",
      "Sequence[3559] is 1 and Pathogenic Score: log10(0.9829602241516113/0.9827279448509216) = 0.00010265161836287007\n",
      "Sequence[3573] is 1 and Pathogenic Score: log10(0.9754379987716675/0.8056108951568604) = 0.08307435363531113\n",
      "Sequence[3617] is 1 and Pathogenic Score: log10(0.9942988157272339/0.9479169249534607) = 0.0207466259598732\n",
      "Sequence[3705] is 1 and Pathogenic Score: log10(0.42142537236213684/0.029841847717761993) = 1.1498949527740479\n",
      "Sequence[3731] is 1 and Pathogenic Score: log10(0.8239768147468567/0.32818129658699036) = 0.3998011648654938\n",
      "Sequence[3734] is 1 and Pathogenic Score: log10(0.7955611348152161/0.2888101637363434) = 0.4400610625743866\n",
      "Sequence[3789] is 1 and Pathogenic Score: log10(0.9552399516105652/0.47348397970199585) = 0.30480721592903137\n",
      "Sequence[3790] is 1 and Pathogenic Score: log10(0.9552399516105652/0.7005413770675659) = 0.1346786767244339\n",
      "Sequence[3798] is 1 and Pathogenic Score: log10(0.6714308261871338/0.07928165793418884) = 0.9278285503387451\n",
      "Sequence[3799] is 1 and Pathogenic Score: log10(0.6714308261871338/0.05795978009700775) = 1.06387460231781\n",
      "Sequence[3805] is 1 and Pathogenic Score: log10(0.9838579297065735/0.7197533845901489) = 0.13574866950511932\n",
      "Sequence[3825] is 1 and Pathogenic Score: log10(0.6067124009132385/0.31890490651130676) = 0.27932167053222656\n",
      "Sequence[3826] is 1 and Pathogenic Score: log10(0.6067124009132385/0.06116250157356262) = 0.996497631072998\n",
      "Sequence[3830] is 1 and Pathogenic Score: log10(0.6928668022155762/0.032860271632671356) = 1.3239786624908447\n",
      "Sequence[3831] is 1 and Pathogenic Score: log10(0.7866540551185608/0.05261218175292015) = 1.1746975183486938\n",
      "Sequence[3832] is 1 and Pathogenic Score: log10(0.9165596961975098/0.3168843686580658) = 0.4612599313259125\n",
      "Sequence[3833] is 1 and Pathogenic Score: log10(0.9165596961975098/0.3134263753890991) = 0.4660252034664154\n",
      "Sequence[3834] is 1 and Pathogenic Score: log10(0.9777061343193054/0.6488723754882812) = 0.17804905772209167\n",
      "Sequence[3838] is 1 and Pathogenic Score: log10(0.9689475297927856/0.5685429573059082) = 0.23153696954250336\n",
      "Sequence[3839] is 1 and Pathogenic Score: log10(0.880741536617279/0.23773254454135895) = 0.5687598586082458\n",
      "Sequence[3847] is 1 and Pathogenic Score: log10(0.9901940226554871/0.8075656294822693) = 0.08854247629642487\n",
      "Sequence[3880] is 1 and Pathogenic Score: log10(0.9918295741081238/0.8367717862129211) = 0.0738300308585167\n",
      "Sequence[3889] is 1 and Pathogenic Score: log10(0.9065784215927124/0.2906832993030548) = 0.49398529529571533\n",
      "Sequence[3912] is 1 and Pathogenic Score: log10(0.9562462568283081/0.47941848635673523) = 0.29985496401786804\n",
      "Sequence[3913] is 1 and Pathogenic Score: log10(0.7645329236984253/0.12035029381513596) = 0.8029490113258362\n",
      "Sequence[3941] is 1 and Pathogenic Score: log10(0.9527296423912048/0.45924967527389526) = 0.31692084670066833\n",
      "Sequence[3961] is 1 and Pathogenic Score: log10(0.8458913564682007/0.4299311339855194) = 0.29391568899154663\n",
      "Sequence[3962] is 1 and Pathogenic Score: log10(0.7646369338035583/0.2626001238822937) = 0.46416035294532776\n",
      "Sequence[3969] is 1 and Pathogenic Score: log10(0.9617025256156921/0.8175802230834961) = 0.0705103725194931\n",
      "Sequence[3974] is 1 and Pathogenic Score: log10(0.9834542274475098/0.71183180809021) = 0.1403767466545105\n",
      "Sequence[4013] is 1 and Pathogenic Score: log10(0.927702009677887/0.9146303534507751) = 0.006162898615002632\n",
      "Sequence[4062] is 1 and Pathogenic Score: log10(0.8293645977973938/0.1699923723936081) = 0.6883160471916199\n",
      "Sequence[4080] is 1 and Pathogenic Score: log10(0.9467459321022034/0.42490050196647644) = 0.3479462265968323\n",
      "Sequence[4087] is 1 and Pathogenic Score: log10(0.6394947171211243/0.15620024502277374) = 0.6121552586555481\n",
      "Sequence[4091] is 1 and Pathogenic Score: log10(0.3558671176433563/0.05710204318165779) = 0.7946361899375916\n",
      "Sequence[4092] is 1 and Pathogenic Score: log10(0.3558671176433563/0.022799119353294373) = 1.193369746208191\n",
      "Sequence[4158] is 1 and Pathogenic Score: log10(0.9961405396461487/0.9159653186798096) = 0.036441586911678314\n",
      "Sequence[4163] is 1 and Pathogenic Score: log10(0.7725021243095398/0.12366734445095062) = 0.7956446409225464\n",
      "Sequence[4195] is 1 and Pathogenic Score: log10(0.7751836776733398/0.12686190009117126) = 0.7860734462738037\n",
      "Sequence[4210] is 1 and Pathogenic Score: log10(0.6844210028648376/0.06171393021941185) = 1.0449401140213013\n",
      "Sequence[4219] is 1 and Pathogenic Score: log10(0.992474377155304/0.8477759957313538) = 0.06843817234039307\n",
      "Sequence[4238] is 1 and Pathogenic Score: log10(0.9529814720153809/0.46118614077568054) = 0.31520819664001465\n",
      "Sequence[4308] is 1 and Pathogenic Score: log10(0.8096655011177063/0.15022902190685272) = 0.7315517663955688\n",
      "Sequence[4335] is 1 and Pathogenic Score: log10(0.9423894286155701/0.4085626006126404) = 0.36297181248664856\n",
      "Sequence[4371] is 1 and Pathogenic Score: log10(0.9250122904777527/0.7892084121704102) = 0.06895580887794495\n",
      "Sequence[4389] is 1 and Pathogenic Score: log10(0.9674944281578064/0.5569213032722473) = 0.23985464870929718\n",
      "Sequence[4401] is 1 and Pathogenic Score: log10(0.6599523425102234/0.21052175760269165) = 0.4962155818939209\n",
      "Sequence[4411] is 1 and Pathogenic Score: log10(0.9526032209396362/0.45909741520881653) = 0.3170071840286255\n",
      "Sequence[4465] is 1 and Pathogenic Score: log10(0.7942425608634949/0.14016364514827728) = 0.7533177733421326\n",
      "Sequence[4490] is 1 and Pathogenic Score: log10(0.8858802914619446/0.4597283601760864) = 0.28487375378608704\n",
      "Sequence[4498] is 1 and Pathogenic Score: log10(0.9914984107017517/0.9907083511352539) = 0.000346216227626428\n",
      "Sequence[4532] is 1 and Pathogenic Score: log10(0.968281626701355/0.5631615519523621) = 0.23536868393421173\n",
      "Sequence[4557] is 1 and Pathogenic Score: log10(0.5259935259819031/0.04476400464773178) = 1.0700514316558838\n",
      "Sequence[4616] is 1 and Pathogenic Score: log10(0.9823970794677734/0.8534578084945679) = 0.061105016618967056\n",
      "Sequence[4617] is 1 and Pathogenic Score: log10(0.9823970794677734/0.70209801197052) = 0.14588932693004608\n",
      "Sequence[4618] is 1 and Pathogenic Score: log10(0.5815265774726868/0.055317070335149765) = 1.0217103958129883\n",
      "Sequence[4620] is 1 and Pathogenic Score: log10(0.9015302062034607/0.2788286805152893) = 0.5096428394317627\n",
      "Sequence[4623] is 1 and Pathogenic Score: log10(0.723021388053894/0.6626293063163757) = 0.037880487740039825\n",
      "Sequence[4633] is 1 and Pathogenic Score: log10(0.7531243562698364/0.11390440165996552) = 0.8203261494636536\n",
      "Sequence[4640] is 1 and Pathogenic Score: log10(0.6860347986221313/0.3687477707862854) = 0.2696167230606079\n",
      "Sequence[4676] is 1 and Pathogenic Score: log10(9.949027298716828e-05/0.00014941066910978407) = -0.17660097777843475\n",
      "Sequence[4689] is 1 and Pathogenic Score: log10(0.9721727967262268/0.5954903364181519) = 0.21286875009536743\n",
      "Sequence[4692] is 1 and Pathogenic Score: log10(0.6709176301956177/0.07927166670560837) = 0.9275512099266052\n",
      "Sequence[4701] is 1 and Pathogenic Score: log10(0.9776995182037354/0.6390823721885681) = 0.1846485435962677\n",
      "Sequence[4705] is 1 and Pathogenic Score: log10(0.9899893999099731/0.8068118691444397) = 0.08885827660560608\n",
      "Sequence[4709] is 1 and Pathogenic Score: log10(0.893695056438446/0.26158279180526733) = 0.5335801839828491\n",
      "Sequence[4710] is 1 and Pathogenic Score: log10(0.893695056438446/0.5359846949577332) = 0.22203697264194489\n",
      "Sequence[4733] is 1 and Pathogenic Score: log10(0.9412156343460083/0.6874944567680359) = 0.13641992211341858\n",
      "Sequence[4742] is 1 and Pathogenic Score: log10(0.9510762691497803/0.45083677768707275) = 0.3241960108280182\n",
      "Sequence[4765] is 1 and Pathogenic Score: log10(0.9794695377349854/0.6682939529418945) = 0.1660234034061432\n",
      "Sequence[4782] is 1 and Pathogenic Score: log10(0.9729740023612976/0.3515850007534027) = 0.4420709013938904\n",
      "Sequence[4800] is 1 and Pathogenic Score: log10(0.9869349002838135/0.7531435489654541) = 0.11741076409816742\n",
      "Sequence[4803] is 1 and Pathogenic Score: log10(0.9676449298858643/0.9742969274520874) = -0.002975302515551448\n",
      "Sequence[4804] is 1 and Pathogenic Score: log10(0.9676449298858643/0.9673075079917908) = 0.00015145826910156757\n",
      "Sequence[4811] is 1 and Pathogenic Score: log10(0.9725148677825928/0.7868919372558594) = 0.09198117256164551\n",
      "Sequence[4823] is 1 and Pathogenic Score: log10(0.7604466676712036/0.9585127234458923) = -0.10052911192178726\n",
      "Sequence[4824] is 1 and Pathogenic Score: log10(0.7604466676712036/0.7437339425086975) = 0.009651181288063526\n",
      "Sequence[4825] is 1 and Pathogenic Score: log10(0.7604466676712036/0.7554906010627747) = 0.002839705441147089\n",
      "Sequence[4837] is 1 and Pathogenic Score: log10(0.8903704285621643/0.527388870716095) = 0.2274397760629654\n",
      "Sequence[4865] is 1 and Pathogenic Score: log10(0.8677788972854614/0.4741722047328949) = 0.2624729871749878\n",
      "Sequence[4873] is 1 and Pathogenic Score: log10(0.6861352920532227/0.23098598420619965) = 0.4728241264820099\n",
      "Sequence[4900] is 1 and Pathogenic Score: log10(0.8563979268074036/0.20082880556583405) = 0.6298495531082153\n",
      "Sequence[4901] is 1 and Pathogenic Score: log10(0.8563979268074036/0.27458426356315613) = 0.4939999580383301\n",
      "Sequence[4902] is 1 and Pathogenic Score: log10(0.8563979268074036/0.15222272276878357) = 0.750196099281311\n",
      "Sequence[4911] is 1 and Pathogenic Score: log10(0.980521559715271/0.6796063184738159) = 0.15919972956180573\n",
      "Sequence[4914] is 1 and Pathogenic Score: log10(0.697739839553833/0.6574311256408691) = 0.02584325335919857\n",
      "Sequence[4920] is 1 and Pathogenic Score: log10(0.8809853792190552/0.23815378546714783) = 0.5681112408638\n",
      "Sequence[4938] is 1 and Pathogenic Score: log10(0.8291342258453369/0.1700718104839325) = 0.687992513179779\n",
      "Sequence[5007] is 1 and Pathogenic Score: log10(0.916696310043335/0.3172715902328491) = 0.4607942998409271\n",
      "Sequence[5009] is 1 and Pathogenic Score: log10(0.836320161819458/0.17747879028320312) = 0.6732261180877686\n",
      "Sequence[5086] is 1 and Pathogenic Score: log10(0.9758745431900024/0.8084728717803955) = 0.08172854781150818\n",
      "Sequence[5089] is 1 and Pathogenic Score: log10(0.9382813572883606/0.3909884989261627) = 0.3801690936088562\n",
      "Sequence[5093] is 1 and Pathogenic Score: log10(0.8647053837776184/0.7021014094352722) = 0.09046830981969833\n",
      "Sequence[5190] is 1 and Pathogenic Score: log10(0.7383849620819092/0.10649719089269638) = 0.8409447073936462\n",
      "Sequence[5191] is 1 and Pathogenic Score: log10(0.9292573928833008/0.1651637852191925) = 0.7502211928367615\n",
      "Sequence[5192] is 1 and Pathogenic Score: log10(0.9292573928833008/0.34663280844688416) = 0.42826634645462036\n",
      "Sequence[5196] is 1 and Pathogenic Score: log10(0.9627125263214111/0.9631248116493225) = -0.0001859528274508193\n",
      "Sequence[5199] is 1 and Pathogenic Score: log10(0.8151655793190002/0.15489502251148224) = 0.721208393573761\n",
      "Sequence[5203] is 1 and Pathogenic Score: log10(0.9911391139030457/0.8187650442123413) = 0.08297531306743622\n",
      "Sequence[5204] is 1 and Pathogenic Score: log10(0.87136310338974/0.21967194974422455) = 0.5984245538711548\n",
      "Sequence[5205] is 1 and Pathogenic Score: log10(0.8134034872055054/0.15518061816692352) = 0.7194685339927673\n",
      "Sequence[5206] is 1 and Pathogenic Score: log10(0.8134034872055054/0.7812697291374207) = 0.017505038529634476\n",
      "Sequence[5213] is 1 and Pathogenic Score: log10(0.9813698530197144/0.6898772716522217) = 0.15306086838245392\n",
      "Sequence[5223] is 1 and Pathogenic Score: log10(0.9932801127433777/0.8619181513786316) = 0.061605725437402725\n",
      "Sequence[5256] is 1 and Pathogenic Score: log10(0.7656934261322021/0.30987298488616943) = 0.3928712010383606\n",
      "Sequence[5328] is 1 and Pathogenic Score: log10(0.8962305784225464/0.8972994685173035) = -0.000517665350344032\n",
      "Sequence[5334] is 1 and Pathogenic Score: log10(0.9773373603820801/0.3937636911869049) = 0.3948088586330414\n",
      "Sequence[5484] is 1 and Pathogenic Score: log10(0.9933316111564636/0.9534172415733337) = 0.01781124621629715\n",
      "Sequence[5545] is 1 and Pathogenic Score: log10(0.9877488017082214/0.9172032475471497) = 0.03218090906739235\n",
      "Sequence[5589] is 1 and Pathogenic Score: log10(0.9880671501159668/0.7776169776916504) = 0.10402073711156845\n",
      "Sequence[5605] is 1 and Pathogenic Score: log10(0.9866080284118652/0.748458981513977) = 0.11997663229703903\n",
      "Sequence[5636] is 1 and Pathogenic Score: log10(0.9050312638282776/0.2865111231803894) = 0.4995220899581909\n",
      "Sequence[5700] is 1 and Pathogenic Score: log10(0.9830344915390015/0.9509240388870239) = 0.014422908425331116\n",
      "Sequence[5719] is 1 and Pathogenic Score: log10(0.7488189339637756/0.11023717373609543) = 0.8320487141609192\n",
      "Sequence[5729] is 1 and Pathogenic Score: log10(0.9729986786842346/0.6034532785415649) = 0.20746859908103943\n",
      "Sequence[5733] is 1 and Pathogenic Score: log10(0.9205031991004944/0.9963661432266235) = -0.034393660724163055\n",
      "Sequence[5767] is 1 and Pathogenic Score: log10(0.965225100517273/0.5356448888778687) = 0.2557516396045685\n",
      "Sequence[5782] is 1 and Pathogenic Score: log10(0.9807940721511841/0.6797225475311279) = 0.15924616158008575\n",
      "Sequence[5786] is 1 and Pathogenic Score: log10(0.9312418699264526/0.5856413245201111) = 0.2014307677745819\n",
      "Sequence[5796] is 1 and Pathogenic Score: log10(0.9910125136375427/0.8232136368751526) = 0.08056658506393433\n",
      "Sequence[5801] is 1 and Pathogenic Score: log10(0.641673743724823/0.07016385346651077) = 0.9612008333206177\n",
      "Sequence[5811] is 1 and Pathogenic Score: log10(0.7948204278945923/0.14059075713157654) = 0.7523122429847717\n",
      "Sequence[5813] is 1 and Pathogenic Score: log10(0.9999983310699463/0.9999593496322632) = 1.6929092453210615e-05\n",
      "Sequence[5818] is 1 and Pathogenic Score: log10(0.9018971920013428/0.2796621322631836) = 0.5085234045982361\n",
      "Sequence[5830] is 1 and Pathogenic Score: log10(0.9980656504631042/0.9561190605163574) = 0.018647149205207825\n",
      "Sequence[5832] is 1 and Pathogenic Score: log10(0.20148570835590363/0.06319364905357361) = 0.5035707950592041\n",
      "Sequence[5834] is 1 and Pathogenic Score: log10(0.8876646161079407/0.250205397605896) = 0.5499522089958191\n",
      "Sequence[5835] is 1 and Pathogenic Score: log10(0.8876646161079407/0.24721172451972961) = 0.5551798343658447\n",
      "Sequence[5836] is 1 and Pathogenic Score: log10(0.8784716129302979/0.23101143538951874) = 0.5800942182540894\n",
      "Sequence[5838] is 1 and Pathogenic Score: log10(0.27596551179885864/0.0978243425488472) = 0.45040786266326904\n",
      "Sequence[5839] is 1 and Pathogenic Score: log10(0.9472038745880127/0.42713040113449097) = 0.34588301181793213\n",
      "Sequence[5840] is 1 and Pathogenic Score: log10(0.9942370653152466/0.8744966387748718) = 0.05573181062936783\n",
      "Sequence[5841] is 1 and Pathogenic Score: log10(0.6892878413200378/0.0844123587012291) = 0.9119945764541626\n",
      "Sequence[5842] is 1 and Pathogenic Score: log10(0.9576007127761841/0.4065103828907013) = 0.37211281061172485\n",
      "Sequence[5849] is 1 and Pathogenic Score: log10(0.985101580619812/0.7358837127685547) = 0.12667183578014374\n",
      "Sequence[5851] is 1 and Pathogenic Score: log10(0.97867351770401/0.9330133199691772) = 0.020749982446432114\n",
      "Sequence[5852] is 1 and Pathogenic Score: log10(0.97867351770401/0.6596254110336304) = 0.1713404506444931\n",
      "Sequence[5854] is 1 and Pathogenic Score: log10(0.9926730990409851/0.8509467244148254) = 0.06690385937690735\n",
      "Sequence[5855] is 1 and Pathogenic Score: log10(0.9652292728424072/0.5391150116920471) = 0.252949059009552\n",
      "Sequence[5856] is 1 and Pathogenic Score: log10(0.9652292728424072/0.7922804951667786) = 0.08575151860713959\n",
      "Sequence[5859] is 1 and Pathogenic Score: log10(0.8395299911499023/0.5570371747016907) = 0.17815202474594116\n",
      "Sequence[5867] is 1 and Pathogenic Score: log10(0.979558527469635/0.6687917709350586) = 0.1657394915819168\n",
      "Sequence[5868] is 1 and Pathogenic Score: log10(0.979558527469635/0.4191901385784149) = 0.3686193525791168\n",
      "Sequence[5876] is 1 and Pathogenic Score: log10(0.870451033115387/0.816581130027771) = 0.02774500846862793\n",
      "Sequence[5882] is 1 and Pathogenic Score: log10(0.9896695017814636/0.8018108010292053) = 0.0914183035492897\n",
      "Sequence[5883] is 1 and Pathogenic Score: log10(0.9896695017814636/0.7992525100708008) = 0.09280616790056229\n",
      "Sequence[5888] is 1 and Pathogenic Score: log10(0.9904285669326782/0.8069241046905518) = 0.08899048715829849\n",
      "Sequence[5911] is 1 and Pathogenic Score: log10(0.8016444444656372/0.14551660418510437) = 0.7410691976547241\n",
      "Sequence[5912] is 1 and Pathogenic Score: log10(0.9710201621055603/0.5820271968841553) = 0.2222849577665329\n",
      "Sequence[5916] is 1 and Pathogenic Score: log10(0.9304152131080627/0.36088207364082336) = 0.41131147742271423\n",
      "Sequence[5917] is 1 and Pathogenic Score: log10(0.999994158744812/0.9998582601547241) = 5.901599797653034e-05\n",
      "Sequence[5919] is 1 and Pathogenic Score: log10(0.9605709910392761/0.7176990509033203) = 0.12658709287643433\n",
      "Sequence[5921] is 1 and Pathogenic Score: log10(0.9558277130126953/0.47747957706451416) = 0.3014248311519623\n",
      "Sequence[5924] is 1 and Pathogenic Score: log10(0.9604599475860596/0.5063682794570923) = 0.278012752532959\n",
      "Sequence[5930] is 1 and Pathogenic Score: log10(0.9595750570297241/0.7223747968673706) = 0.12331636250019073\n",
      "Sequence[5935] is 1 and Pathogenic Score: log10(0.9080825448036194/0.2943856120109558) = 0.48920875787734985\n",
      "Sequence[5936] is 1 and Pathogenic Score: log10(0.996379554271698/0.9800477623939514) = 0.007177559193223715\n",
      "Sequence[5948] is 1 and Pathogenic Score: log10(0.42833489179611206/0.030198708176612854) = 1.1517951488494873\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[5979] is 1 and Pathogenic Score: log10(0.9796528816223145/0.5935236215591431) = 0.2176342010498047\n",
      "Sequence[5982] is 1 and Pathogenic Score: log10(0.8307207226753235/0.33867499232292175) = 0.3896718919277191\n",
      "Sequence[5987] is 1 and Pathogenic Score: log10(0.2679172158241272/0.015219549648463726) = 1.2455987930297852\n",
      "Sequence[5989] is 1 and Pathogenic Score: log10(0.569612443447113/0.12135311961174011) = 0.6715285181999207\n",
      "Sequence[6014] is 1 and Pathogenic Score: log10(0.9538909792900085/0.4662807881832123) = 0.31085121631622314\n",
      "Sequence[6074] is 1 and Pathogenic Score: log10(0.8928216695785522/0.25981736183166504) = 0.5360965728759766\n",
      "Sequence[6082] is 1 and Pathogenic Score: log10(0.9714056849479675/0.5892615914344788) = 0.21709248423576355\n",
      "Sequence[6090] is 1 and Pathogenic Score: log10(0.22297227382659912/0.011947186663746834) = 1.2709852457046509\n",
      "Sequence[6092] is 1 and Pathogenic Score: log10(0.6981996893882751/0.20229195058345795) = 0.5380010604858398\n",
      "Sequence[6109] is 1 and Pathogenic Score: log10(0.8073163628578186/0.15033753216266632) = 0.7299762964248657\n",
      "Sequence[6116] is 1 and Pathogenic Score: log10(0.7643426060676575/0.2528798282146454) = 0.48037388920783997\n",
      "Sequence[6127] is 1 and Pathogenic Score: log10(0.844570517539978/0.18664085865020752) = 0.6556292176246643\n",
      "Sequence[6145] is 1 and Pathogenic Score: log10(0.9937020540237427/0.869255542755127) = 0.05810873582959175\n",
      "Sequence[6152] is 1 and Pathogenic Score: log10(0.786337673664093/0.7658872008323669) = 0.011444276198744774\n",
      "Sequence[6160] is 1 and Pathogenic Score: log10(0.9785659909248352/0.657978355884552) = 0.1723785102367401\n",
      "Sequence[6165] is 1 and Pathogenic Score: log10(0.9609096646308899/0.498198926448822) = 0.285279780626297\n",
      "Sequence[6175] is 1 and Pathogenic Score: log10(0.939864993095398/0.938230037689209) = 0.0007561435340903699\n",
      "Sequence[6202] is 1 and Pathogenic Score: log10(0.904789924621582/0.12520712614059448) = 0.8589186668395996\n",
      "Sequence[6228] is 1 and Pathogenic Score: log10(0.747582733631134/0.10683847218751907) = 0.8449316024780273\n",
      "Sequence[6229] is 1 and Pathogenic Score: log10(0.747582733631134/0.11116845905780792) = 0.8276776671409607\n",
      "Sequence[6232] is 1 and Pathogenic Score: log10(0.1733601987361908/0.13566790521144867) = 0.10647226870059967\n",
      "Sequence[6235] is 1 and Pathogenic Score: log10(0.896727979183197/0.2596431374549866) = 0.5382838845252991\n",
      "Sequence[6242] is 1 and Pathogenic Score: log10(0.98155677318573/0.6920713186264038) = 0.15176457166671753\n",
      "Sequence[6250] is 1 and Pathogenic Score: log10(0.9872938990592957/0.7583546042442322) = 0.114574134349823\n",
      "Sequence[6251] is 1 and Pathogenic Score: log10(0.9872938990592957/0.7664312124252319) = 0.1099732518196106\n",
      "Sequence[6253] is 1 and Pathogenic Score: log10(0.5737922787666321/0.05379486083984375) = 1.0280139446258545\n",
      "Sequence[6254] is 1 and Pathogenic Score: log10(0.867347240447998/0.4732356071472168) = 0.2631155848503113\n",
      "Sequence[6256] is 1 and Pathogenic Score: log10(0.9772809147834778/0.6346818208694458) = 0.18746335804462433\n",
      "Sequence[6257] is 1 and Pathogenic Score: log10(0.9772809147834778/0.6449567079544067) = 0.18048885464668274\n",
      "Sequence[6258] is 1 and Pathogenic Score: log10(0.9772809147834778/0.9530580043792725) = 0.010900096967816353\n",
      "Sequence[6259] is 1 and Pathogenic Score: log10(0.9447067975997925/0.4185847043991089) = 0.3535137176513672\n",
      "Sequence[6260] is 1 and Pathogenic Score: log10(0.8166454434394836/0.1583123356103897) = 0.7125188112258911\n",
      "Sequence[6263] is 1 and Pathogenic Score: log10(0.975709080696106/0.5473824143409729) = 0.25102952122688293\n",
      "Sequence[6265] is 1 and Pathogenic Score: log10(0.9599407315254211/0.49896642565727234) = 0.2841731011867523\n",
      "Sequence[6280] is 1 and Pathogenic Score: log10(0.9754784107208252/0.6268557906150818) = 0.1920500099658966\n",
      "Sequence[6286] is 1 and Pathogenic Score: log10(0.8885867595672607/0.2519505023956299) = 0.5473846197128296\n",
      "Sequence[6296] is 1 and Pathogenic Score: log10(0.9565502405166626/0.4777858555316925) = 0.3014744818210602\n",
      "Sequence[6298] is 1 and Pathogenic Score: log10(0.9982357025146484/0.959830641746521) = 0.01703849993646145\n",
      "Sequence[6344] is 1 and Pathogenic Score: log10(0.773449718952179/0.2723214030265808) = 0.453350305557251\n",
      "Sequence[6357] is 1 and Pathogenic Score: log10(0.6288546323776245/0.0667751133441925) = 0.9739356637001038\n",
      "Sequence[6361] is 1 and Pathogenic Score: log10(0.13640020787715912/0.006338668987154961) = 1.3328169584274292\n",
      "Sequence[6400] is 1 and Pathogenic Score: log10(0.7771374583244324/0.12835747003555298) = 0.7820766568183899\n",
      "Sequence[6415] is 1 and Pathogenic Score: log10(0.9606499671936035/0.507622241973877) = 0.277024507522583\n",
      "Sequence[6421] is 1 and Pathogenic Score: log10(0.512557864189148/0.04251794517040253) = 1.081170678138733\n",
      "Sequence[6429] is 1 and Pathogenic Score: log10(0.7936275005340576/0.10444546490907669) = 0.8807271122932434\n",
      "Sequence[6451] is 1 and Pathogenic Score: log10(0.9818565249443054/0.6213829517364502) = 0.19868868589401245\n",
      "Sequence[6473] is 1 and Pathogenic Score: log10(0.9405757188796997/0.396790474653244) = 0.37483251094818115\n",
      "Sequence[6491] is 1 and Pathogenic Score: log10(0.7342063188552856/0.2751206159591675) = 0.4262949824333191\n",
      "Sequence[6504] is 1 and Pathogenic Score: log10(0.7171680331230164/0.2583794891834259) = 0.44336289167404175\n",
      "Sequence[6506] is 1 and Pathogenic Score: log10(0.13490746915340424/0.17302925884723663) = -0.1080835685133934\n",
      "Sequence[6526] is 1 and Pathogenic Score: log10(0.9522129893302917/0.4569598138332367) = 0.3188560903072357\n",
      "Sequence[6535] is 1 and Pathogenic Score: log10(0.9623120427131653/0.5182884931564331) = 0.2687443494796753\n",
      "Sequence[6536] is 1 and Pathogenic Score: log10(0.9675258994102478/0.5571677088737488) = 0.23967666923999786\n",
      "Sequence[6601] is 1 and Pathogenic Score: log10(0.45249301195144653/0.20053954422473907) = 0.35341185331344604\n",
      "Sequence[6615] is 1 and Pathogenic Score: log10(0.9124564528465271/0.3056323230266571) = 0.475012868642807\n",
      "Sequence[6675] is 1 and Pathogenic Score: log10(0.7868744730949402/0.2881096303462982) = 0.43634769320487976\n",
      "Sequence[6739] is 1 and Pathogenic Score: log10(0.806322455406189/0.14924664795398712) = 0.7326042056083679\n",
      "Sequence[6776] is 1 and Pathogenic Score: log10(0.9786339998245239/0.6491143107414246) = 0.17829912900924683\n",
      "Sequence[6798] is 1 and Pathogenic Score: log10(0.8492723703384399/0.19220949709415436) = 0.6452721357345581\n",
      "Sequence[6810] is 1 and Pathogenic Score: log10(0.9958833456039429/0.9865636825561523) = 0.004083358682692051\n",
      "Sequence[6814] is 1 and Pathogenic Score: log10(0.9968327879905701/0.9298837780952454) = 0.030193638056516647\n",
      "Sequence[6815] is 1 and Pathogenic Score: log10(0.9306306838989258/0.361651211977005) = 0.41048741340637207\n",
      "Sequence[6816] is 1 and Pathogenic Score: log10(0.07909093052148819/0.002597842365503311) = 1.4835138320922852\n",
      "Sequence[6820] is 1 and Pathogenic Score: log10(0.6950204968452454/0.9868669509887695) = -0.15226098895072937\n",
      "Sequence[6822] is 1 and Pathogenic Score: log10(0.9944034814834595/0.9606510996818542) = 0.01499695610255003\n",
      "Sequence[6823] is 1 and Pathogenic Score: log10(0.9944034814834595/0.8821757435798645) = 0.05200750380754471\n",
      "Sequence[6826] is 1 and Pathogenic Score: log10(0.787390410900116/0.1333824247121811) = 0.7710915207862854\n",
      "Sequence[6827] is 1 and Pathogenic Score: log10(0.8694204092025757/0.8764458894729614) = -0.0034952762071043253\n",
      "Sequence[6828] is 1 and Pathogenic Score: log10(0.8694204092025757/0.21946638822555542) = 0.5978618264198303\n",
      "Sequence[6830] is 1 and Pathogenic Score: log10(0.7182841897010803/0.036981020122766495) = 1.2883174419403076\n",
      "Sequence[6831] is 1 and Pathogenic Score: log10(0.9115034341812134/0.2997449040412903) = 0.4830065071582794\n",
      "Sequence[6832] is 1 and Pathogenic Score: log10(0.6234948039054871/0.9379163980484009) = -0.17733131349086761\n",
      "Sequence[6833] is 1 and Pathogenic Score: log10(0.6234948039054871/0.9909871220588684) = -0.20123516023159027\n",
      "Sequence[6834] is 1 and Pathogenic Score: log10(0.6234948039054871/0.22813503444194794) = 0.4366408586502075\n",
      "Sequence[6835] is 1 and Pathogenic Score: log10(0.8090860247612/0.14975018799304962) = 0.7326273322105408\n",
      "Sequence[6836] is 1 and Pathogenic Score: log10(0.8090860247612/0.15180161595344543) = 0.7267183065414429\n",
      "Sequence[6847] is 1 and Pathogenic Score: log10(0.7029684782028198/0.6969692707061768) = 0.003722196212038398\n",
      "Sequence[6856] is 1 and Pathogenic Score: log10(0.5409513711929321/0.01743885688483715) = 1.4916402101516724\n",
      "Sequence[6878] is 1 and Pathogenic Score: log10(0.8651376366615295/0.21315884590148926) = 0.6083818674087524\n",
      "Sequence[6937] is 1 and Pathogenic Score: log10(0.8639552593231201/0.20413081347942352) = 0.626582682132721\n",
      "Sequence[7001] is 1 and Pathogenic Score: log10(0.9940363168716431/0.9581623673439026) = 0.01596316508948803\n",
      "Sequence[7088] is 1 and Pathogenic Score: log10(0.9955524802207947/0.9041432738304138) = 0.041826892644166946\n",
      "Sequence[7101] is 1 and Pathogenic Score: log10(0.9948899745941162/0.8913512229919434) = 0.04772619158029556\n",
      "Sequence[7123] is 1 and Pathogenic Score: log10(0.9192306995391846/0.3246064782142639) = 0.4520673155784607\n",
      "Sequence[7189] is 1 and Pathogenic Score: log10(0.9616061449050903/0.7232738137245178) = 0.12369447946548462\n",
      "Sequence[7200] is 1 and Pathogenic Score: log10(0.987736701965332/0.9171274304389954) = 0.032211530953645706\n",
      "Sequence[7201] is 1 and Pathogenic Score: log10(0.987736701965332/0.7724144458770752) = 0.10679081082344055\n",
      "Sequence[7207] is 1 and Pathogenic Score: log10(0.9984416365623474/0.9510534405708313) = 0.02111777849495411\n",
      "Sequence[7226] is 1 and Pathogenic Score: log10(0.9961150884628296/0.9723989963531494) = 0.010465019382536411\n",
      "Sequence[7293] is 1 and Pathogenic Score: log10(0.9496709704399109/0.43249550461769104) = 0.34159156680107117\n",
      "Sequence[7303] is 1 and Pathogenic Score: log10(0.9547132253646851/0.8493046164512634) = 0.05080945044755936\n",
      "Sequence[7355] is 1 and Pathogenic Score: log10(0.9747936129570007/0.6202256679534912) = 0.1963629275560379\n",
      "Sequence[7356] is 1 and Pathogenic Score: log10(0.9769747257232666/0.6413099765777588) = 0.1828153282403946\n",
      "Sequence[7357] is 1 and Pathogenic Score: log10(0.9386100769042969/0.6147220730781555) = 0.1838064044713974\n",
      "Sequence[7358] is 1 and Pathogenic Score: log10(0.9583772420883179/0.49244609475135803) = 0.2891777753829956\n",
      "Sequence[7360] is 1 and Pathogenic Score: log10(0.9135968685150146/0.3086887300014496) = 0.4712338149547577\n",
      "Sequence[7365] is 1 and Pathogenic Score: log10(0.9514927864074707/0.45252084732055664) = 0.3227669298648834\n",
      "Sequence[7447] is 1 and Pathogenic Score: log10(0.9947618842124939/0.8875439167022705) = 0.04952928423881531\n",
      "Sequence[7451] is 1 and Pathogenic Score: log10(0.9898771643638611/0.8025239109992981) = 0.09112333506345749\n",
      "Sequence[7468] is 1 and Pathogenic Score: log10(0.9566565155982971/0.4713006615638733) = 0.30745798349380493\n",
      "Sequence[7517] is 1 and Pathogenic Score: log10(0.98307204246521/0.7103527188301086) = 0.1411113142967224\n",
      "Sequence[7542] is 1 and Pathogenic Score: log10(0.23413021862506866/0.04195650666952133) = 0.7466581463813782\n",
      "Sequence[7563] is 1 and Pathogenic Score: log10(0.9906202554702759/0.8168504238128662) = 0.08376464992761612\n",
      "Sequence[7569] is 1 and Pathogenic Score: log10(0.9452900886535645/0.4218517243862152) = 0.3504053056240082\n",
      "Sequence[7570] is 1 and Pathogenic Score: log10(0.9452900886535645/0.7036167979240417) = 0.12822888791561127\n",
      "Sequence[7578] is 1 and Pathogenic Score: log10(0.9658262133598328/0.5441103577613831) = 0.24921199679374695\n",
      "Sequence[7582] is 1 and Pathogenic Score: log10(0.23080947995185852/0.012486313469707966) = 1.2668194770812988\n",
      "Sequence[7628] is 1 and Pathogenic Score: log10(0.42975881695747375/0.03084477037191391) = 1.144043207168579\n",
      "Sequence[7629] is 1 and Pathogenic Score: log10(0.8429792523384094/0.1848152130842209) = 0.6590791940689087\n",
      "Sequence[7739] is 1 and Pathogenic Score: log10(0.9165552854537964/0.3168719708919525) = 0.4612748324871063\n",
      "Sequence[7747] is 1 and Pathogenic Score: log10(0.862143874168396/0.20892612636089325) = 0.6155869960784912\n",
      "Sequence[7754] is 1 and Pathogenic Score: log10(0.9863454699516296/0.6865907311439514) = 0.15733113884925842\n",
      "Sequence[7784] is 1 and Pathogenic Score: log10(0.794402539730072/0.14028172194957733) = 0.753039538860321\n",
      "Sequence[7828] is 1 and Pathogenic Score: log10(0.5305817127227783/0.11024018377065659) = 0.682412326335907\n",
      "Sequence[7829] is 1 and Pathogenic Score: log10(0.9139199256896973/0.30956417322158813) = 0.4701574444770813\n",
      "Sequence[7832] is 1 and Pathogenic Score: log10(0.9735335111618042/0.607839822769165) = 0.2045617699623108\n",
      "Sequence[7833] is 1 and Pathogenic Score: log10(0.4350435733795166/0.030162982642650604) = 1.1590584516525269\n",
      "Sequence[7836] is 1 and Pathogenic Score: log10(0.9677003026008606/0.5545869469642639) = 0.24177122116088867\n",
      "Sequence[7916] is 1 and Pathogenic Score: log10(0.9454402923583984/0.34448835253715515) = 0.438459575176239\n",
      "Sequence[7973] is 1 and Pathogenic Score: log10(0.9810423851013184/0.6855939030647278) = 0.15562081336975098\n",
      "Sequence[7993] is 1 and Pathogenic Score: log10(0.9480319023132324/0.43461328744888306) = 0.3387199342250824\n",
      "Sequence[7994] is 1 and Pathogenic Score: log10(0.9768356084823608/0.6366977691650391) = 0.1858881413936615\n",
      "Sequence[8049] is 1 and Pathogenic Score: log10(0.21169181168079376/0.010729528032243252) = 1.2951234579086304\n",
      "Sequence[8127] is 1 and Pathogenic Score: log10(0.9890483021736145/0.7919036746025085) = 0.09654513746500015\n",
      "Sequence[8193] is 1 and Pathogenic Score: log10(0.9204011559486389/0.32761308550834656) = 0.4486159086227417\n",
      "Sequence[8197] is 1 and Pathogenic Score: log10(0.9451823830604553/0.42134442925453186) = 0.35087835788726807\n",
      "Sequence[8223] is 1 and Pathogenic Score: log10(0.7913535237312317/0.13805744051933289) = 0.7583107352256775\n",
      "Sequence[8224] is 1 and Pathogenic Score: log10(0.15434065461158752/0.00764843262732029) = 1.3049079179763794\n",
      "Sequence[8228] is 1 and Pathogenic Score: log10(0.9501599669456482/0.4454677700996399) = 0.3289804458618164\n",
      "Sequence[8254] is 1 and Pathogenic Score: log10(0.674582839012146/0.22168409824371338) = 0.48330074548721313\n",
      "Sequence[8300] is 1 and Pathogenic Score: log10(0.6831204295158386/0.23595669865608215) = 0.46166494488716125\n",
      "Sequence[8316] is 1 and Pathogenic Score: log10(0.9680016040802002/0.5499171614646912) = 0.2455788105726242\n",
      "Sequence[8320] is 1 and Pathogenic Score: log10(0.6068875193595886/0.2921445071697235) = 0.3175105154514313\n",
      "Sequence[8355] is 1 and Pathogenic Score: log10(0.49766284227371216/0.09369789808988571) = 0.7252053618431091\n",
      "Sequence[8394] is 1 and Pathogenic Score: log10(0.9212354421615601/0.33013859391212463) = 0.445674329996109\n",
      "Sequence[8400] is 1 and Pathogenic Score: log10(0.9880861043930054/0.7778958082199097) = 0.10387337952852249\n",
      "Sequence[8458] is 1 and Pathogenic Score: log10(0.9969772100448608/0.8324266672134399) = 0.07833924144506454\n",
      "Sequence[8487] is 1 and Pathogenic Score: log10(0.7050822973251343/0.09152184426784515) = 0.8867150545120239\n",
      "Sequence[8512] is 1 and Pathogenic Score: log10(0.9683237671852112/0.5629610419273376) = 0.23554223775863647\n",
      "Sequence[8553] is 1 and Pathogenic Score: log10(0.974699854850769/0.6087609529495239) = 0.20442411303520203\n",
      "Sequence[8554] is 1 and Pathogenic Score: log10(0.9922664761543274/0.844199538230896) = 0.07018322497606277\n",
      "Sequence[8557] is 1 and Pathogenic Score: log10(0.9950568675994873/0.8947482705116272) = 0.04614705592393875\n",
      "Sequence[8584] is 1 and Pathogenic Score: log10(0.8275129199028015/0.16846856474876404) = 0.6912558674812317\n",
      "Sequence[8632] is 1 and Pathogenic Score: log10(0.7445064187049866/0.29450559616088867) = 0.4027748703956604\n",
      "Sequence[8676] is 1 and Pathogenic Score: log10(0.9629598259925842/0.7883291840553284) = 0.08690056204795837\n",
      "Sequence[8686] is 1 and Pathogenic Score: log10(0.6668117046356201/0.07777196168899536) = 0.9331801533699036\n",
      "Sequence[8699] is 1 and Pathogenic Score: log10(0.9851579070091248/0.9466522336006165) = 0.017315389588475227\n",
      "Sequence[8715] is 1 and Pathogenic Score: log10(0.925631046295166/0.44133681058883667) = 0.32166779041290283\n",
      "Sequence[8716] is 1 and Pathogenic Score: log10(0.9709188938140869/0.5845164656639099) = 0.22038622200489044\n",
      "Sequence[8717] is 1 and Pathogenic Score: log10(0.9414618611335754/0.8113056421279907) = 0.06461821496486664\n",
      "Sequence[8718] is 1 and Pathogenic Score: log10(0.9955238103866577/0.902370035648346) = 0.042667001485824585\n",
      "Sequence[8719] is 1 and Pathogenic Score: log10(0.9955238103866577/0.9035819172859192) = 0.04208409786224365\n",
      "Sequence[8757] is 1 and Pathogenic Score: log10(0.5956112742424011/0.16830980777740479) = 0.5488534569740295\n",
      "Sequence[8770] is 1 and Pathogenic Score: log10(0.43003442883491516/0.030878406018018723) = 1.1438482999801636\n",
      "Sequence[8830] is 1 and Pathogenic Score: log10(0.9724574685096741/0.5980352163314819) = 0.2111438661813736\n",
      "Sequence[8831] is 1 and Pathogenic Score: log10(0.9976761937141418/0.9476187229156494) = 0.022355981171131134\n",
      "Sequence[8881] is 1 and Pathogenic Score: log10(0.017342187464237213/0.025820402428507805) = -0.17285914719104767\n",
      "Sequence[8882] is 1 and Pathogenic Score: log10(0.9978772401809692/0.9519432783126831) = 0.020466038957238197\n",
      "Sequence[8926] is 1 and Pathogenic Score: log10(0.5376424789428711/0.5086261034011841) = 0.02409493923187256\n",
      "Sequence[8935] is 1 and Pathogenic Score: log10(0.982426643371582/0.7019976377487183) = 0.14596447348594666\n",
      "Sequence[8947] is 1 and Pathogenic Score: log10(0.35751667618751526/0.022959832102060318) = 1.192327618598938\n",
      "Sequence[8953] is 1 and Pathogenic Score: log10(0.4870119094848633/0.036927420645952225) = 1.1201906204223633\n",
      "Sequence[8964] is 1 and Pathogenic Score: log10(0.8767399787902832/0.23099391162395477) = 0.5792703032493591\n",
      "Sequence[8971] is 1 and Pathogenic Score: log10(0.9500465393066406/0.7232326865196228) = 0.1184668242931366\n",
      "Sequence[8977] is 1 and Pathogenic Score: log10(0.7881572246551514/0.2896845042705536) = 0.4346875846385956\n",
      "Sequence[8981] is 1 and Pathogenic Score: log10(0.9925365447998047/0.8488520383834839) = 0.06791450828313828\n",
      "Sequence[9029] is 1 and Pathogenic Score: log10(0.867389976978302/0.6361833214759827) = 0.13463212549686432\n",
      "Sequence[9030] is 1 and Pathogenic Score: log10(0.867389976978302/0.20897164940834045) = 0.6181270480155945\n",
      "Sequence[9031] is 1 and Pathogenic Score: log10(0.867389976978302/0.2137330174446106) = 0.6083427667617798\n",
      "Sequence[9032] is 1 and Pathogenic Score: log10(0.867389976978302/0.2164379060268402) = 0.6028810739517212\n",
      "Sequence[9034] is 1 and Pathogenic Score: log10(0.867389976978302/0.860024094581604) = 0.003703768365085125\n",
      "Sequence[9035] is 1 and Pathogenic Score: log10(0.9689849019050598/0.8824861645698547) = 0.040609102696180344\n",
      "Sequence[9041] is 1 and Pathogenic Score: log10(0.8961597084999084/0.2639808654785156) = 0.5308129787445068\n",
      "Sequence[9086] is 1 and Pathogenic Score: log10(0.9605674743652344/0.7699568271636963) = 0.09606149047613144\n",
      "Sequence[9089] is 1 and Pathogenic Score: log10(0.9767306447029114/0.6388234496116638) = 0.1843939572572708\n",
      "Sequence[9098] is 1 and Pathogenic Score: log10(0.7359148263931274/0.22528904676437378) = 0.5140874981880188\n",
      "Sequence[9099] is 1 and Pathogenic Score: log10(0.9941174983978271/0.8753631711006165) = 0.055249445140361786\n",
      "Sequence[9101] is 1 and Pathogenic Score: log10(0.9658793210983276/0.953464925289154) = 0.005618138238787651\n",
      "Sequence[9102] is 1 and Pathogenic Score: log10(0.859398365020752/0.5950093865394592) = 0.15967069566249847\n",
      "Sequence[9103] is 1 and Pathogenic Score: log10(0.9658793210983276/0.9577972888946533) = 0.003649249905720353\n",
      "Sequence[9104] is 1 and Pathogenic Score: log10(0.859398365020752/0.20516499876976013) = 0.6220912337303162\n",
      "Sequence[9105] is 1 and Pathogenic Score: log10(0.9658793210983276/0.9694219827651978) = -0.001590001629665494\n",
      "Sequence[9106] is 1 and Pathogenic Score: log10(0.859398365020752/0.7425949573516846) = 0.06344250589609146\n",
      "Sequence[9124] is 1 and Pathogenic Score: log10(0.9386241436004639/0.3818241059780121) = 0.3906283676624298\n",
      "Sequence[9125] is 1 and Pathogenic Score: log10(0.9386241436004639/0.38858920335769653) = 0.3830009698867798\n",
      "Sequence[9126] is 1 and Pathogenic Score: log10(0.9386241436004639/0.3924025297164917) = 0.3787599205970764\n",
      "Sequence[9128] is 1 and Pathogenic Score: log10(0.7236619591712952/0.09957799315452576) = 0.8613724112510681\n",
      "Sequence[9144] is 1 and Pathogenic Score: log10(0.8696455359458923/0.669407308101654) = 0.11365184187889099\n",
      "Sequence[9151] is 1 and Pathogenic Score: log10(0.9383935928344727/0.39145052433013916) = 0.3797081708908081\n",
      "Sequence[9152] is 1 and Pathogenic Score: log10(0.9383935928344727/0.685740053653717) = 0.13622550666332245\n",
      "Sequence[9153] is 1 and Pathogenic Score: log10(0.9383935928344727/0.6254235506057739) = 0.17621080577373505\n",
      "Sequence[9159] is 1 and Pathogenic Score: log10(0.9295992851257324/0.3579958379268646) = 0.4144178330898285\n",
      "Sequence[9167] is 1 and Pathogenic Score: log10(0.9478442072868347/0.43028464913368225) = 0.34298110008239746\n",
      "Sequence[9175] is 1 and Pathogenic Score: log10(0.9892646670341492/0.7955633997917175) = 0.09463770687580109\n",
      "Sequence[9189] is 1 and Pathogenic Score: log10(0.9463964104652405/0.42659300565719604) = 0.3460593521595001\n",
      "Sequence[9202] is 1 and Pathogenic Score: log10(0.9536864757537842/0.4651262164115906) = 0.31183481216430664\n",
      "Sequence[9214] is 1 and Pathogenic Score: log10(0.8557127714157104/0.200288325548172) = 0.6306723952293396\n",
      "Sequence[9303] is 1 and Pathogenic Score: log10(0.8928095102310181/0.26021406054496765) = 0.5354280471801758\n",
      "Sequence[9309] is 1 and Pathogenic Score: log10(0.5629779696464539/0.051594577729701996) = 1.0378873348236084\n",
      "Sequence[9380] is 1 and Pathogenic Score: log10(0.8718476891517639/0.22318047285079956) = 0.5917844176292419\n",
      "Sequence[9381] is 1 and Pathogenic Score: log10(0.8718476891517639/0.6737229228019714) = 0.1119592934846878\n",
      "Sequence[9415] is 1 and Pathogenic Score: log10(0.879147469997406/0.09874449670314789) = 0.9495488405227661\n",
      "Sequence[9418] is 1 and Pathogenic Score: log10(0.8003273010253906/0.14476291835308075) = 0.7426103353500366\n",
      "Sequence[9428] is 1 and Pathogenic Score: log10(0.7866456508636475/0.13447152078151703) = 0.7671487927436829\n",
      "Sequence[9442] is 1 and Pathogenic Score: log10(0.8776407837867737/0.09749621897935867) = 0.9543290138244629\n",
      "Sequence[9458] is 1 and Pathogenic Score: log10(0.8930160403251648/0.25755444169044495) = 0.539990246295929\n",
      "Sequence[9487] is 1 and Pathogenic Score: log10(0.9591728448867798/0.49747779965400696) = 0.28512316942214966\n",
      "Sequence[9492] is 1 and Pathogenic Score: log10(0.9999979734420776/0.9999525547027588) = 1.9724659068742767e-05\n",
      "Sequence[9498] is 1 and Pathogenic Score: log10(0.629736602306366/0.781917154788971) = -0.09400179982185364\n",
      "Sequence[9502] is 1 and Pathogenic Score: log10(0.9986856579780579/0.9953950047492981) = 0.0014333713334053755\n",
      "Sequence[9504] is 1 and Pathogenic Score: log10(0.9459050893783569/0.4242357313632965) = 0.34824031591415405\n",
      "Sequence[9506] is 1 and Pathogenic Score: log10(0.9534246921539307/0.23565588891506195) = 0.6070080995559692\n",
      "Sequence[9507] is 1 and Pathogenic Score: log10(0.9538866281509399/0.9488707780838013) = 0.002289676573127508\n",
      "Sequence[9508] is 1 and Pathogenic Score: log10(0.9538866281509399/0.8840991854667664) = 0.03299577161669731\n",
      "Sequence[9510] is 1 and Pathogenic Score: log10(0.9989867806434631/0.9369046092033386) = 0.027864372357726097\n",
      "Sequence[9511] is 1 and Pathogenic Score: log10(0.9684870839118958/0.5648124814033508) = 0.23418956995010376\n",
      "Sequence[9513] is 1 and Pathogenic Score: log10(0.7598275542259216/0.43196097016334534) = 0.2452705353498459\n",
      "Sequence[9514] is 1 and Pathogenic Score: log10(0.7598275542259216/0.11329915374517441) = 0.8264883756637573\n",
      "Sequence[9516] is 1 and Pathogenic Score: log10(0.8410741090774536/0.1802872121334076) = 0.6688693761825562\n",
      "Sequence[9518] is 1 and Pathogenic Score: log10(0.9763782024383545/0.6253849267959595) = 0.19347065687179565\n",
      "Sequence[9519] is 1 and Pathogenic Score: log10(0.9763782024383545/0.6357712149620056) = 0.18631723523139954\n",
      "Sequence[9549] is 1 and Pathogenic Score: log10(0.1625797301530838/0.005853369366377592) = 1.4436604976654053\n",
      "Sequence[9600] is 1 and Pathogenic Score: log10(0.9821609258651733/0.8832423090934753) = 0.04610278084874153\n",
      "Sequence[9686] is 1 and Pathogenic Score: log10(0.996058464050293/0.8838374018669128) = 0.051912467926740646\n",
      "Sequence[9706] is 1 and Pathogenic Score: log10(0.9521512985229492/0.7403050065040588) = 0.10929527878761292\n",
      "Sequence[9713] is 1 and Pathogenic Score: log10(0.9557211399078369/0.47630438208580017) = 0.3024466037750244\n",
      "Sequence[9724] is 1 and Pathogenic Score: log10(0.9849452376365662/0.921116292476654) = 0.029097603633999825\n",
      "Sequence[9783] is 1 and Pathogenic Score: log10(0.9922012090682983/0.8427911400794983) = 0.07087979465723038\n",
      "Sequence[9849] is 1 and Pathogenic Score: log10(0.08586625754833221/0.08622809499502182) = -0.0018262583762407303\n",
      "Sequence[9879] is 1 and Pathogenic Score: log10(0.4294833540916443/0.030811166390776634) = 1.1442382335662842\n",
      "Sequence[9881] is 1 and Pathogenic Score: log10(0.9986763596534729/0.9690950512886047) = 0.013058418408036232\n",
      "Sequence[9893] is 1 and Pathogenic Score: log10(0.9931108951568604/0.856959342956543) = 0.06403753161430359\n",
      "Sequence[9984] is 1 and Pathogenic Score: log10(0.9890052676200867/0.7916105389595032) = 0.09668704867362976\n",
      "Sequence[10005] is 1 and Pathogenic Score: log10(0.4045465588569641/0.027890590950846672) = 1.1615108251571655\n",
      "Sequence[10022] is 1 and Pathogenic Score: log10(0.9838973879814148/0.8644309043884277) = 0.05621950700879097\n",
      "Sequence[10031] is 1 and Pathogenic Score: log10(0.5028983950614929/0.039255496114492416) = 1.1075798273086548\n",
      "Sequence[10056] is 1 and Pathogenic Score: log10(0.9138566255569458/0.30939221382141113) = 0.4703686833381653\n",
      "Sequence[10063] is 1 and Pathogenic Score: log10(0.9608064293861389/0.8139645457267761) = 0.07203038781881332\n",
      "Sequence[10064] is 1 and Pathogenic Score: log10(0.9771599173545837/0.6334212422370911) = 0.18827304244041443\n",
      "Sequence[10076] is 1 and Pathogenic Score: log10(0.9619231820106506/0.5121686458587646) = 0.2737274169921875\n",
      "Sequence[10079] is 1 and Pathogenic Score: log10(0.7468475103378296/0.11078446358442307) = 0.8287531137466431\n",
      "Sequence[10087] is 1 and Pathogenic Score: log10(0.9789245128631592/0.6623367071151733) = 0.16967038810253143\n",
      "Sequence[10104] is 1 and Pathogenic Score: log10(0.9966906309127808/0.9764049053192139) = 0.008930413983762264\n",
      "Sequence[10105] is 1 and Pathogenic Score: log10(0.9966906309127808/0.9269591569900513) = 0.03149978443980217\n",
      "Sequence[10122] is 1 and Pathogenic Score: log10(0.9568806290626526/0.47265100479125977) = 0.30631721019744873\n",
      "Sequence[10127] is 1 and Pathogenic Score: log10(0.8378648161888123/0.4152172803878784) = 0.3048985004425049\n",
      "Sequence[10128] is 1 and Pathogenic Score: log10(0.8378648161888123/0.8541179299354553) = -0.008343893103301525\n",
      "Sequence[10129] is 1 and Pathogenic Score: log10(0.8696029186248779/0.21974197030067444) = 0.5974079966545105\n",
      "Sequence[10130] is 1 and Pathogenic Score: log10(0.8696029186248779/0.6693239808082581) = 0.11368460208177567\n",
      "Sequence[10141] is 1 and Pathogenic Score: log10(0.8978063464164734/0.47829777002334595) = 0.27348431944847107\n",
      "Sequence[10147] is 1 and Pathogenic Score: log10(0.9908046722412109/0.819506049156189) = 0.08243589103221893\n",
      "Sequence[10177] is 1 and Pathogenic Score: log10(0.7081190347671509/0.09158965200185776) = 0.8882598876953125\n",
      "Sequence[10249] is 1 and Pathogenic Score: log10(0.9489285349845886/0.8039650917053223) = 0.071996308863163\n",
      "Sequence[10256] is 1 and Pathogenic Score: log10(0.9879898428916931/0.7736929655075073) = 0.10618382692337036\n",
      "Sequence[10264] is 1 and Pathogenic Score: log10(0.9201234579086304/0.32374387979507446) = 0.4536445438861847\n",
      "Sequence[10316] is 1 and Pathogenic Score: log10(0.9971492886543274/0.9965231418609619) = 0.00027280417270958424\n",
      "Sequence[10317] is 1 and Pathogenic Score: log10(0.9852743148803711/0.9834643602371216) = 0.0007985206320881844\n",
      "Sequence[10319] is 1 and Pathogenic Score: log10(0.6248578429222107/0.06558388471603394) = 0.9789841175079346\n",
      "Sequence[10320] is 1 and Pathogenic Score: log10(0.9827921986579895/0.9752331972122192) = 0.003353232517838478\n",
      "Sequence[10321] is 1 and Pathogenic Score: log10(0.9901195764541626/0.8063743114471436) = 0.08915095031261444\n",
      "Sequence[10322] is 1 and Pathogenic Score: log10(0.8225778937339783/0.7912622690200806) = 0.016856566071510315\n",
      "Sequence[10323] is 1 and Pathogenic Score: log10(0.977266252040863/0.6448060870170593) = 0.18058376014232635\n",
      "Sequence[10324] is 1 and Pathogenic Score: log10(0.9459714293479919/0.95347660779953) = -0.003432026132941246\n",
      "Sequence[10325] is 1 and Pathogenic Score: log10(0.9459714293479919/0.952542781829834) = -0.0030064762104302645\n",
      "Sequence[10326] is 1 and Pathogenic Score: log10(0.9876805543899536/0.9966765642166138) = -0.003937735687941313\n",
      "Sequence[10327] is 1 and Pathogenic Score: log10(0.9732470512390137/0.9729545712471008) = 0.00013054920418653637\n",
      "Sequence[10328] is 1 and Pathogenic Score: log10(0.9732470512390137/0.957716703414917) = 0.006986045278608799\n",
      "Sequence[10338] is 1 and Pathogenic Score: log10(0.9545642137527466/0.8644358515739441) = 0.04307235777378082\n",
      "Sequence[10379] is 1 and Pathogenic Score: log10(0.45523908734321594/0.03401538357138634) = 1.1265641450881958\n",
      "Sequence[10389] is 1 and Pathogenic Score: log10(0.9748354554176331/0.3684656620025635) = 0.4225342869758606\n",
      "Sequence[10391] is 1 and Pathogenic Score: log10(0.9875608086585999/0.7065474987030029) = 0.14542247354984283\n",
      "Sequence[10392] is 1 and Pathogenic Score: log10(0.7056095600128174/0.0919155403971672) = 0.8851755261421204\n",
      "Sequence[10399] is 1 and Pathogenic Score: log10(0.982958972454071/0.7056400179862976) = 0.14395219087600708\n",
      "Sequence[10401] is 1 and Pathogenic Score: log10(0.9471651315689087/0.4308655261993408) = 0.34208396077156067\n",
      "Sequence[10426] is 1 and Pathogenic Score: log10(0.9939277172088623/0.8718365430831909) = 0.05691974237561226\n",
      "Sequence[10447] is 1 and Pathogenic Score: log10(0.9846373200416565/0.8699353933334351) = 0.05378928780555725\n",
      "Sequence[10456] is 1 and Pathogenic Score: log10(0.9862735867500305/0.7521277666091919) = 0.11770578473806381\n",
      "Sequence[10459] is 1 and Pathogenic Score: log10(0.9618372917175293/0.5150389075279236) = 0.2712615728378296\n",
      "Sequence[10486] is 1 and Pathogenic Score: log10(0.9075106382369995/0.28381824493408203) = 0.5048114061355591\n",
      "Sequence[10487] is 1 and Pathogenic Score: log10(0.9075106382369995/0.292968213558197) = 0.4910312294960022\n",
      "Sequence[10490] is 1 and Pathogenic Score: log10(0.9965574741363525/0.8134323358535767) = 0.08818093687295914\n",
      "Sequence[10492] is 1 and Pathogenic Score: log10(0.9480581283569336/0.4352821111679077) = 0.33806413412094116\n",
      "Sequence[10524] is 1 and Pathogenic Score: log10(0.8197692036628723/0.1611308753490448) = 0.7065128087997437\n",
      "Sequence[10533] is 1 and Pathogenic Score: log10(0.7724277377128601/0.12512798607349396) = 0.7905033826828003\n",
      "Sequence[10578] is 1 and Pathogenic Score: log10(0.922092080116272/0.32970333099365234) = 0.4466509521007538\n",
      "Sequence[10626] is 1 and Pathogenic Score: log10(0.999998927116394/0.9999749660491943) = 1.0406034562038258e-05\n",
      "Sequence[10678] is 1 and Pathogenic Score: log10(0.6793155670166016/0.081946961581707) = 0.9185386896133423\n",
      "Sequence[10693] is 1 and Pathogenic Score: log10(0.9835504293441772/0.8618711233139038) = 0.05735430121421814\n",
      "Sequence[10694] is 1 and Pathogenic Score: log10(0.9835504293441772/0.6445475816726685) = 0.18354164063930511\n",
      "Sequence[10718] is 1 and Pathogenic Score: log10(0.6622118353843689/0.07533565908670425) = 0.9439963698387146\n",
      "Sequence[10719] is 1 and Pathogenic Score: log10(0.6622118353843689/0.028679663315415382) = 1.3634228706359863\n",
      "Sequence[10730] is 1 and Pathogenic Score: log10(0.43475720286369324/0.17952924966812134) = 0.38411158323287964\n",
      "Sequence[10731] is 1 and Pathogenic Score: log10(0.43475720286369324/0.17055398225784302) = 0.4063849151134491\n",
      "Sequence[10732] is 1 and Pathogenic Score: log10(0.43475720286369324/0.03097495064139366) = 1.1472361087799072\n",
      "Sequence[10733] is 1 and Pathogenic Score: log10(0.43475720286369324/0.07430162280797958) = 0.7672485113143921\n",
      "Sequence[10734] is 1 and Pathogenic Score: log10(0.43475720286369324/0.18926554918289185) = 0.3611752390861511\n",
      "Sequence[10741] is 1 and Pathogenic Score: log10(0.9236072897911072/0.2682912349700928) = 0.5368809103965759\n",
      "Sequence[10747] is 1 and Pathogenic Score: log10(0.9927252531051636/0.8501015901565552) = 0.06735825538635254\n",
      "Sequence[10760] is 1 and Pathogenic Score: log10(0.9473413228988647/0.431193470954895) = 0.34183430671691895\n",
      "Sequence[10786] is 1 and Pathogenic Score: log10(0.9740420579910278/0.5322714447975159) = 0.26244452595710754\n",
      "Sequence[10805] is 1 and Pathogenic Score: log10(0.8237901926040649/0.39111584424972534) = 0.3235112130641937\n",
      "Sequence[10812] is 1 and Pathogenic Score: log10(0.990036129951477/0.800524115562439) = 0.09227660298347473\n",
      "Sequence[10813] is 1 and Pathogenic Score: log10(0.990036129951477/0.8050466179847717) = 0.08983001857995987\n",
      "Sequence[10834] is 1 and Pathogenic Score: log10(0.9692979454994202/0.8126584887504578) = 0.07654920220375061\n",
      "Sequence[10862] is 1 and Pathogenic Score: log10(0.8882906436920166/0.24838468432426453) = 0.5534302592277527\n",
      "Sequence[10933] is 1 and Pathogenic Score: log10(0.89840167760849/0.2687341570854187) = 0.5241476893424988\n",
      "Sequence[10934] is 1 and Pathogenic Score: log10(0.7249533534049988/0.4133649468421936) = 0.2439764142036438\n",
      "Sequence[10935] is 1 and Pathogenic Score: log10(0.7249533534049988/0.10015932470560074) = 0.8596186637878418\n",
      "Sequence[11038] is 1 and Pathogenic Score: log10(0.8270436525344849/0.3439024090766907) = 0.38109320402145386\n",
      "Sequence[11040] is 1 and Pathogenic Score: log10(0.9784888029098511/0.6576439738273621) = 0.1725650131702423\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sequence[11097] is 1 and Pathogenic Score: log10(0.9999969005584717/0.9999275207519531) = 3.0130222512525506e-05\n",
      "Sequence[11103] is 1 and Pathogenic Score: log10(0.936945378780365/0.38504543900489807) = 0.38620230555534363\n",
      "Sequence[11107] is 1 and Pathogenic Score: log10(0.7774824500083923/0.32435914874076843) = 0.37966445088386536\n",
      "Sequence[11116] is 1 and Pathogenic Score: log10(0.8443652391433716/0.18607202172279358) = 0.6568492650985718\n",
      "Sequence[11123] is 1 and Pathogenic Score: log10(0.9849949479103088/0.7348994016647339) = 0.12720610201358795\n",
      "Sequence[11125] is 1 and Pathogenic Score: log10(0.9058905243873596/0.2857358753681183) = 0.5011109709739685\n",
      "Sequence[11126] is 1 and Pathogenic Score: log10(0.8187307715415955/0.15989096462726593) = 0.7093172073364258\n",
      "Sequence[11127] is 1 and Pathogenic Score: log10(0.9980815649032593/0.9563746452331543) = 0.01853797398507595\n",
      "Sequence[11135] is 1 and Pathogenic Score: log10(0.4760861396789551/0.4518697261810303) = 0.022672303020954132\n",
      "Sequence[11143] is 1 and Pathogenic Score: log10(0.6639834046363831/0.213531494140625) = 0.49269527196884155\n",
      "Sequence[11145] is 1 and Pathogenic Score: log10(0.8269226551055908/0.16758526861667633) = 0.693229079246521\n",
      "Sequence[11185] is 1 and Pathogenic Score: log10(0.8976381421089172/0.27024710178375244) = 0.5213402509689331\n",
      "Sequence[11287] is 1 and Pathogenic Score: log10(0.6723607778549194/0.07975063472986221) = 0.9258682131767273\n",
      "Sequence[11306] is 1 and Pathogenic Score: log10(0.5197849869728088/0.44651612639427185) = 0.06598657369613647\n",
      "Sequence[11324] is 1 and Pathogenic Score: log10(0.8719536066055298/0.21570608019828796) = 0.6066309809684753\n",
      "Sequence[11325] is 1 and Pathogenic Score: log10(0.9889376163482666/0.7879204750061035) = 0.09868650138378143\n",
      "Sequence[11326] is 1 and Pathogenic Score: log10(0.9834333658218384/0.8947809338569641) = 0.041028209030628204\n",
      "Sequence[11328] is 1 and Pathogenic Score: log10(0.2239493727684021/0.012039859779179096) = 1.2695283889770508\n",
      "Sequence[11330] is 1 and Pathogenic Score: log10(0.4794791340827942/0.03687058761715889) = 1.1140896081924438\n",
      "Sequence[11354] is 1 and Pathogenic Score: log10(0.9698763489723206/0.7706369161605835) = 0.09986653923988342\n",
      "Sequence[11364] is 1 and Pathogenic Score: log10(0.8517941832542419/0.1953083723783493) = 0.6396138072013855\n",
      "Sequence[11369] is 1 and Pathogenic Score: log10(0.3274325728416443/0.0201451126486063) = 1.2109521627426147\n",
      "Sequence[11374] is 1 and Pathogenic Score: log10(0.6416070461273193/0.07028783112764359) = 0.9603889584541321\n",
      "Sequence[11422] is 1 and Pathogenic Score: log10(0.4597752094268799/0.08157061040401459) = 0.751011848449707\n",
      "Sequence[11425] is 1 and Pathogenic Score: log10(0.9773748517036438/0.8851902484893799) = 0.04302453622221947\n",
      "Sequence[11432] is 1 and Pathogenic Score: log10(0.9840545058250427/0.8945080637931824) = 0.04143491014838219\n",
      "Sequence[11441] is 1 and Pathogenic Score: log10(0.9676010012626648/0.8040540814399719) = 0.08041104674339294\n",
      "Sequence[11485] is 1 and Pathogenic Score: log10(0.895312488079071/0.2653334438800812) = 0.5281826257705688\n",
      "Sequence[11492] is 1 and Pathogenic Score: log10(0.6617462635040283/0.7704485654830933) = -0.06605214625597\n",
      "Sequence[11526] is 1 and Pathogenic Score: log10(0.9910644292831421/0.8240612149238586) = 0.08014242351055145\n",
      "Sequence[11535] is 1 and Pathogenic Score: log10(0.08760994672775269/0.00403865659609437) = 1.336316466331482\n",
      "Sequence[11558] is 1 and Pathogenic Score: log10(0.5801804065704346/0.05502884089946747) = 1.0229727029800415\n",
      "Sequence[11559] is 1 and Pathogenic Score: log10(0.9914877414703369/0.8307415246963501) = 0.07682143896818161\n",
      "Sequence[11624] is 1 and Pathogenic Score: log10(0.3069135248661041/0.018070604652166367) = 1.2300432920455933\n",
      "Sequence[11699] is 1 and Pathogenic Score: log10(0.7545715570449829/0.11329679936170578) = 0.8234828114509583\n",
      "Sequence[11700] is 1 and Pathogenic Score: log10(0.9531534314155579/0.4615970253944397) = 0.3148998022079468\n",
      "Sequence[11708] is 1 and Pathogenic Score: log10(0.8929338455200195/0.9239635467529297) = -0.014835539273917675\n",
      "Sequence[11720] is 1 and Pathogenic Score: log10(0.9713426232337952/0.5887123942375183) = 0.21746926009655\n",
      "Sequence[11728] is 1 and Pathogenic Score: log10(0.7115008234977722/0.09296484291553497) = 0.8838566541671753\n",
      "Sequence[11735] is 1 and Pathogenic Score: log10(0.9969236254692078/0.9319045543670654) = 0.0292904544621706\n",
      "Sequence[11741] is 1 and Pathogenic Score: log10(0.9523757100105286/0.4578486979007721) = 0.31808632612228394\n",
      "Sequence[11749] is 1 and Pathogenic Score: log10(0.346158891916275/0.021868670359253883) = 1.1994531154632568\n",
      "Sequence[11774] is 1 and Pathogenic Score: log10(0.9743563532829285/0.9811885952949524) = -0.0030346803832799196\n",
      "Sequence[11777] is 1 and Pathogenic Score: log10(0.3354194164276123/0.052423905581235886) = 0.8060588240623474\n",
      "Sequence[11785] is 1 and Pathogenic Score: log10(0.950433611869812/0.4474409520626068) = 0.32718607783317566\n",
      "Sequence[11788] is 1 and Pathogenic Score: log10(0.4928731322288513/0.028630951419472694) = 1.2358993291854858\n",
      "Sequence[11789] is 1 and Pathogenic Score: log10(0.8806295990943909/0.5033851861953735) = 0.24289286136627197\n",
      "Sequence[11804] is 1 and Pathogenic Score: log10(0.8039231896400452/0.1105915829539299) = 0.8614924550056458\n",
      "Sequence[11816] is 1 and Pathogenic Score: log10(0.9308760166168213/0.36202472448349) = 0.4101535975933075\n",
      "Sequence[11826] is 1 and Pathogenic Score: log10(0.9687003493309021/0.5665349364280701) = 0.23296275734901428\n",
      "Sequence[11828] is 1 and Pathogenic Score: log10(0.6953951120376587/0.12656129896640778) = 0.7399306893348694\n",
      "Sequence[11829] is 1 and Pathogenic Score: log10(0.9235513806343079/0.33782216906547546) = 0.4367729127407074\n",
      "Sequence[11839] is 1 and Pathogenic Score: log10(0.5098036527633667/0.04207148775458336) = 1.0834150314331055\n",
      "Sequence[11851] is 1 and Pathogenic Score: log10(0.982660710811615/0.705299973487854) = 0.14402972161769867\n",
      "Sequence[11857] is 1 and Pathogenic Score: log10(0.9159330129623413/0.3116718828678131) = 0.4681661128997803\n",
      "Sequence[11873] is 1 and Pathogenic Score: log10(0.9866676330566406/0.7546370029449463) = 0.1164327934384346\n",
      "Sequence[11874] is 1 and Pathogenic Score: log10(0.9866676330566406/0.7575913667678833) = 0.11473587900400162\n",
      "Sequence[11881] is 1 and Pathogenic Score: log10(0.9198313355445862/0.8447850942611694) = 0.03696197643876076\n",
      "Sequence[11882] is 1 and Pathogenic Score: log10(0.9988411068916321/0.9732611775398254) = 0.011266994290053844\n",
      "Sequence[11901] is 1 and Pathogenic Score: log10(0.9773194193840027/0.6453551054000854) = 0.1802377700805664\n",
      "Sequence[11905] is 1 and Pathogenic Score: log10(0.8602333068847656/0.2062968611717224) = 0.6201236248016357\n",
      "Sequence[11907] is 1 and Pathogenic Score: log10(0.8380899429321289/0.17291228473186493) = 0.6854647994041443\n",
      "Sequence[11910] is 1 and Pathogenic Score: log10(0.8412750363349915/0.421377956867218) = 0.30026617646217346\n",
      "Sequence[11923] is 1 and Pathogenic Score: log10(0.8823900818824768/0.24060572683811188) = 0.564354658126831\n",
      "Sequence[11931] is 1 and Pathogenic Score: log10(0.31896257400512695/0.019092407077550888) = 1.2228790521621704\n",
      "Sequence[11948] is 1 and Pathogenic Score: log10(0.7638909816741943/0.12020496279001236) = 0.8031089901924133\n",
      "Sequence[11949] is 1 and Pathogenic Score: log10(0.745913028717041/0.10873650759458542) = 0.8363128304481506\n",
      "Sequence[11950] is 1 and Pathogenic Score: log10(0.745913028717041/0.1102989986538887) = 0.8301166296005249\n",
      "Sequence[11951] is 1 and Pathogenic Score: log10(0.9835535287857056/0.7072059512138367) = 0.14325210452079773\n",
      "Sequence[11954] is 1 and Pathogenic Score: log10(0.14579260349273682/0.14440639317035675) = 0.004149052780121565\n",
      "Sequence[11976] is 1 and Pathogenic Score: log10(0.9734815359115601/0.6073588728904724) = 0.20488233864307404\n"
     ]
    }
   ],
   "source": [
    "alt_less_3 = 0\n",
    "alt_3_less_than_0_5 = 0\n",
    "for i in range(len(y3_var_ref_predict)):\n",
    "    if donor['class'][i] == 1:\n",
    "        if y3_var_alt_predict[i][1] < 0.5 and y3_var_ref_predict[i][1] >= 0.5: alt_less_3+=1\n",
    "        if y3_var_alt_predict[i][1] < 0.5: alt_3_less_than_0_5+=1\n",
    "        print(\"Sequence[{0}] is {1} and Pathogenic Score: log10({2}/{3}) = {4}\".format(i, donor['class'][i], y3_var_ref_predict[i][1], y3_var_alt_predict[i][1], calculate.calculate_mutation_score(y3_var_ref_predict[i][1], y3_var_alt_predict[i][1])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ref.sequence</th>\n",
       "      <th>alt.sequence</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>class</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>11200</td>\n",
       "      <td>11200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>801</td>\n",
       "      <td>801</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       ref.sequence  alt.sequence\n",
       "class                            \n",
       "0             11200         11200\n",
       "1               801           801"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "donor.groupby('class').count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5955056179775281"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alt_less_than_0_5/801"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5081148564294632"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alt_2_less_than_0_5/801"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.5318352059925093"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alt_3_less_than_0_5/801"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "language_info": {
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    "version": 3
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   "file_extension": ".py",
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