From b9c3777d3bb173ecc1ff01cf0ce109570133cecd Mon Sep 17 00:00:00 2001 From: Jenna Reps Date: Wed, 13 May 2020 13:15:41 -0400 Subject: [PATCH] added simple models to Q1 --- .../data/Analysis_13/plpResult.rds | Bin 0 -> 13512 bytes .../data/Analysis_14/plpResult.rds | Bin 0 -> 13645 bytes .../data/Analysis_15/plpResult.rds | Bin 0 -> 15584 bytes .../AUSOM/Analysis_13/validationResult.rds | Bin 0 -> 11415 bytes .../AUSOM/Analysis_14/validationResult.rds | Bin 0 -> 10987 bytes .../AUSOM/Analysis_15/validationResult.rds | Bin 0 -> 11635 bytes .../AU_ePBRN/Analysis_13/validationResult.rds | Bin 0 -> 9058 bytes .../AU_ePBRN/Analysis_14/validationResult.rds | Bin 0 -> 8492 bytes .../AU_ePBRN/Analysis_15/validationResult.rds | Bin 0 -> 9797 bytes .../HIRA/Analysis_1013/validationResult.rds | Bin 0 -> 10780 bytes .../HIRA/Analysis_1014/validationResult.rds | Bin 0 -> 9907 bytes .../HIRA/Analysis_1015/validationResult.rds | Bin 0 -> 12761 bytes .../HIRA/Analysis_13/validationResult.rds | Bin 0 -> 10608 bytes .../HIRA/Analysis_14/validationResult.rds | Bin 0 -> 9927 bytes .../HIRA/Analysis_15/validationResult.rds | Bin 0 -> 12135 bytes .../HIRA/Analysis_2013/validationResult.rds | Bin 0 -> 10767 bytes .../HIRA/Analysis_2014/validationResult.rds | Bin 0 -> 9985 bytes .../HIRA/Analysis_2015/validationResult.rds | Bin 0 -> 12517 bytes .../HIRA/Analysis_3013/validationResult.rds | Bin 0 -> 9391 bytes .../HIRA/Analysis_3014/validationResult.rds | Bin 0 -> 7828 bytes .../HIRA/Analysis_3015/validationResult.rds | Bin 0 -> 10050 bytes .../Sidiap/Analysis_13/validationResult.rds | Bin 0 -> 10593 bytes .../Sidiap/Analysis_14/validationResult.rds | Bin 0 -> 10609 bytes .../Sidiap/Analysis_15/validationResult.rds | Bin 0 -> 12055 bytes .../Tufts/Analysis_1013/validationResult.rds | Bin 0 -> 10195 bytes .../Tufts/Analysis_13/validationResult.rds | Bin 0 -> 12764 bytes .../Tufts/Analysis_14/validationResult.rds | Bin 0 -> 12066 bytes .../Tufts/Analysis_2013/validationResult.rds | Bin 0 -> 9465 bytes .../ccae/Analysis_13/validationResult.rds | Bin 0 -> 11543 bytes .../ccae/Analysis_14/validationResult.rds | Bin 0 -> 11550 bytes .../ccae/Analysis_15/validationResult.rds | Bin 0 -> 13029 bytes .../ipci/Analysis_13/validationResult.rds | Bin 0 -> 9187 bytes .../jmdc/Analysis_13/validationResult.rds | Bin 0 -> 10255 bytes .../jmdc/Analysis_14/validationResult.rds | Bin 0 -> 10615 bytes .../jmdc/Analysis_15/validationResult.rds | Bin 0 -> 11461 bytes .../mdcd/Analysis_13/validationResult.rds | Bin 0 -> 13473 bytes .../mdcd/Analysis_14/validationResult.rds | Bin 0 -> 13776 bytes .../mdcd/Analysis_15/validationResult.rds | Bin 0 -> 15017 bytes .../mdcr/Analysis_13/validationResult.rds | Bin 0 -> 10876 bytes .../mdcr/Analysis_14/validationResult.rds | Bin 0 -> 10576 bytes .../mdcr/Analysis_15/validationResult.rds | Bin 0 -> 11858 bytes .../optumEhr/Analysis_13/validationResult.rds | Bin 0 -> 13052 bytes .../optumEhr/Analysis_14/validationResult.rds | Bin 0 -> 13351 bytes .../optumEhr/Analysis_15/validationResult.rds | Bin 0 -> 14874 bytes .../data/settings.csv | 54 +++++++++-- .../global.R | 3 + .../html/DataInfo.html | 4 + .../html/Description.html | 3 + .../html/Help.html | 5 + .../html/Log.html | 4 + .../html/Model.html | 10 ++ .../html/Performance.html | 10 ++ .../html/Summary.html | 25 +++++ .../html/boxHelp.html | 6 ++ .../html/calHelp.html | 6 ++ .../html/demoHelp.html | 8 ++ .../html/f1Help.html | 13 +++ .../html/prcHelp.html | 19 ++++ .../html/predDistHelp.html | 6 ++ .../html/prefDistHelp.html | 6 ++ .../html/rocHelp.html | 18 ++++ .../processing.R | 17 +++- .../server.R | 88 +++++++++++++++++- .../ui.R | 70 +++++++++----- .../www/dataInfo.md | 21 +++++ .../www/shinyDescription.md | 5 +- 66 files changed, 361 insertions(+), 40 deletions(-) create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Analysis_13/plpResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Analysis_14/plpResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Analysis_15/plpResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/AU_ePBRN/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/AU_ePBRN/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/AU_ePBRN/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1013/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1014/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1015/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2013/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2014/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2015/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3013/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3014/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3015/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Tufts/Analysis_1013/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Tufts/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Tufts/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/Tufts/Analysis_2013/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/ipci/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcd/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcd/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcd/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcr/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcr/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcr/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/optumEhr/Analysis_13/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/optumEhr/Analysis_14/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/data/Validation/optumEhr/Analysis_15/validationResult.rds create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/DataInfo.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/Description.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/Help.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/Log.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/Model.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/Performance.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/Summary.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/boxHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/calHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/demoHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/f1Help.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/prcHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/predDistHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/prefDistHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/html/rocHelp.html create mode 100644 Covid19PredictingHospitalizationInFluPatients/www/dataInfo.md diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Analysis_13/plpResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Analysis_13/plpResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..e719ab71e031591416717b8f655468bbf413aea1 GIT binary patch literal 13512 zcmaKSWl&tfx@{8N9fG@CaA$(Mh2R?82e$zRhu{)CxCaOp+}+*X3GNOvT<$q_-hK7X zxv&51y;ptJRbAcveQSMtkw+rF`^SJeT|>~GS$_R=@yQG+JOb6}s~8qxvRdddE@2=F zEP{i)UI8-hav%lz*Iw2GJidtV=WTJUuV#bTaeMCwy7A119P_DK?WgI!ZhmQfX}yO4 zhOT!XfBuXDIw#OQ(uo=DQXnSy(-buNk~?4>ae2g4vM>WmRmANRp z!C2mUq)8JV7x2qi8oJ4;!iR#Lbm>xI^t>#Z>_VDZ{s7~wu8k@jW29GZ`zk1-s(Fb$-AZWr%0NpYfvc*a2mQ*KC8X?6T}q=ql`(JQ%mI7GVIaj4PZ7WhR){T6hAduS9y zm`aUYx|n05iqVaErk=H!az)aPKr3Y$!Ydin>A&L=H0g<`N~2BjO3_hcXk&^G)Jdpb zJF@%ItAZ|E32BrbM&DhI`yO^^tx(z7kXN&`#-7t;q1@k5J+Ofh1es&37`rOPuqw}B z5SUtzkuh9u>$UR)?mdnD3u9Jbk1<_lj|n1g`GjypF?pt*)n2yt>?6tuls%LDf~gg` zvb*fx9=`@Ox*tzFZV!;ycg$O(QZ6|S`$s$1#m3ZiS8%q(e%i>|G*2~O zsT8^V5ghn2gca*(fksUQV{(7cN-{UAjw>zITlxL1&+3TNp_dV2LNY68g zU9zFSH?8uNt7?UCxZa_VarX-D?D5Q1u{ynvblcX;L7YqojqECXps&lG8gQio808xU`0?9g>dKTBB?^Arx0f5x~vvjM(^> zMz0YfB{*na!20}K=G}dMyNJOB3kt4}j)-HOAtM84W^wC-EsUq?wx!VWISoVDCOQE@ zLw?*v!v|kja%2Xv#hG_b+YDkun5=}kw5ET|0+VH}hHzQaa%o-um{BsweZ;QLqtxW? zj_B8(f@Myq%45{z?uppf#)`BEmg4HpBm6cMRb?fu%}vdcj)gyl_%GOWDyrJ5Uz^*M zC7lC*>|>-wloVHg9^pS=I&E$omUJZiG1y3pKq;=Syfot}#VV_Rz(h!q(%pISRaP`C z|Mr?@GNo8;Riw?W&XUfEKZYA=5h2CZm-kQDLYte5C7lp|3^mdsREn!7FYVjZXqDAJ zVFCOxl1PgfDXxLMG}EckYO8&1ZWosHf5HJ$wVio7##1a+R`}Z7C@kr4_+uX;E#BbI z`C^TYjhW#EE*F16U6{+4M-N_klEis58y#|RDggebQ{`+~M<+w|%_H;kPK{?v@B1$k zLAH=_m0HO5QUy{_LTkgF+gUXqfft}WjXlJ>#fs!_LYP7W9YU75?boFUJKdMzL`p7F z@X}48{6@RO5*#Pbeb{~O-TS3!#-MJJr${?xqdK6v(nOFjWO;86T=C&iG?c_E%xO*c zApZLB>gltp>s`cfokCL1!^rMoKyswu!{p=e@?*Lesn3ss6IEMQ6!|E+lMep)7+vqZ zETLoV4@WbXy)tsdCY`mQ2H|u@r4sh!P-Y8@humb}cD&EwBtg0kd^EHSha4rUhG3>s z7o*V>;z%1VUA0%iGMpuDW}Mcm<$^?fC}!RC=60PXob~8(%J@=ZLDw;k!t0k`s4~7> zLi$|LuUMYf6>{r*Tktj-1;~eM9MrQmwYJZTcsx0Rman1w+jz6-O#}2+p*(@<)8!bx zv%LPx0uuMp^Exm#wP&M3zj9!Yq7(+@jIx57gXr1J+ArR@Wg8g9L@~buQWI<3d?E0M zZ&1u$PH{(xX?U#$7c zzx5`cD;L zzbob*!e+;n(5IqJ%zBa%DXx6u6@$n}uwMXY){9HLI3y^0Cz$q#&B5~#UzSpbVNzll zDcF<3;_LSIwmVxEfO~c zyhbXImRVZj!ka<-Wv!OV`xC{H<*zAWZ<*?|WE366xb>0#Ubiyjg%$ZSudHeWu{)h| z2F#>_L;B*VM_OzS{{>Q`J zW>E=U%SI9AdYqfbT_pMtP+X`T5G8w8x%{YrK23pKO1Vd!Kn>q=H#n8p@XD2K7&K>C z30p?Iy-a<}9oG>%BNYA8w%kZ15Kr?3pF$eHiwL?kTPl6_EfZ9LJnyMn9!D3H+RZ6V z>GzYJ=5X=@rP3S}dmhMDuG4|~?bQl*TECk#UPNZmLnh?Uh1e0R{B$r0fSH72PJR%{ z)B%yWzY_SJz~%HaVZbhAN@?IgUj~3non^%(GFwt^r5TqY>kzWLBQC?nXak7FDb!H-3FfJZ5s4 zk>=a14P{so)hp95W>Hm8yhlrkjhd`}60!(oQrTVziE8ZZy~ieEsW$1mm4#A$SwfAP zxCAietx4I*vI11ild%4gp;dGjgE?-Cj>A)EXwK%sXE$O@t!g4nqDqIXOZfE^td2!+ z-@)?l2bXUHGDN|ZNDz-z>a$Q3zE2iw#Fh7DanNomig1a`lpM;%t|ZZ_@9()*XxYy$ z(OOM#>0V~F-V~Y2`Hq8?p;3Ki!PTLk#jL%2q zJ|LknlS9%OEZ&LR0~jgbU+wi9Q!?kpJ!z>UiMMA3MpZ7Wv6(5QRRN>p4~fl(#CbDS z0(`YXqF#;3;hv}HNbY8k%^tI1;-1(e!p8<*C9i<5WkhfJ)%-2xPC(z1??11aqZ2r& z?Xjbco+LrvHfJ6gn>Nuxp9KryyY5MHDY1J{#tw#|d+JrI9?-Tx#d!+rxGDAyj-d8F zcRdY@^R_M3uAwL@;+Wj~wqURbAN>T}aL~n`LFb!$GL$Atfo2D;*q4F#u$AT?T+3jt zIW#pTj4hT4boIWhYdKk>$QLNNxy!a#OK+NY_LDwUi1Rv*GC-?FHA_+^{Pt&}IB4m% zJz%;8!~G&l%xq9$K|YQv_(H#9{2h-+7t*vT=z|4ZR|MG(!WA~q=W2;G())D@X)GaB zsN_-3BboG+JVtlZwRf+jfS!RnmZ(lfl<<0aNQaB3As3%<2z8w7^LwfHT4d}*w*HTy z@+1wrEH;-9QWjE-BVtZDSH@03WvPr|YgYs12z@F+?BMIAz_jP)Pk$>YEnXILo6JW( zUy{Toe-GX&k-{Lv+e1JRi+85AU6Fui2oI1ZAys;RPv4Z;OrnE$hNrsxWDkYsM3(_a zmqx#{KGcXSUbJvjQVMaC>2Iwde02KnJB9nNyeIq|^p*e#?)eromNp(KH{4}@w7%Dh z_}NMezzgEP*5Mtgsq4%nabA3^X;@2dyNZR(SB~E-u9mFTYGrx(>!$K-0JemR^~l*q z#uYa5DQZ-BPg9PZ+%4w{nlt`H>{0f&3>_*^b zu{JD3CSDmoHB~Ct^VrF)2Rofh&kdeR!6c7p3&@_8XDhNph2 zk5PNu@l_=kC8-jBI?*H`DP zAG+C!%}J<|i!y6F%%iD-d#F95Hkee6(!S1Wt;28+u1@}}-zT%0ocvz&ARPd&ch{@4 zLia{kewGcHV80b@(!N^2Keyzc*QO7Gc4u+7u$cVYLEZqBsH1$NxYPB0G`Syxa*g7< zXcZ&rrog&2ki(!M%J@lE3t#nI6zV6f@s(rM=RD9@j>NGwy=46shjsgl+J+I|@xu{= zlG~(Xnn@uIEj-b_sAF9%KTC6R%r?k&A_zXSkg2%+=Z9N4BFmWcaJTc^(a90GpwE!z zAqfKOwhy-wwiEDDe_St4A;XWl%23j19t{*uBDD4KFC=w4ObB(qm4(z-OCUDHAfC!v!hD;qQNl@7Hj%zjmd;5Y8B=~-C8ELg^HANOy&*T z_zEja*mv}R%Vq1*zF9^Z*EaK_7rlbkcXp*yC9!Myme{mUfe0}bmMA*&ITT$6>Mv)0 zaf#V=HVEoSW+fH2%R*^z2@^-Ygbc|au&-5?E&SwREG>wXkthM77wG2~XTblhyuNY9 zM6gfJo=|itOl@w$0yPQUyA;t%-by5P`0@)UxV_}a7B`n}u8o7{MY0xC_fNL^iCjnP zh!D@qk2VctM9_N2&0z#8V&5B|)Kae=b`a-Ri?diC70l~8wvJOz9)5D)^JgND^g+WC zdyqbN3cQIHYGnAb523yWsh7uM4f`6AWoiaaqxt*BqDA23!8G4y==9@CdQ3X0A}aXX zbGM5o0`SZum4Es9y)5zygkm`{B7OTr_tvYF%I4P*N7%Q1XA0JVDEVObyrKc%9C3p_ z8IMbb#&%|#bIH;S8A67A^oOQt_Ot~D1If1Rn#`M=uW)sah5;P`jdTpdqt8KiOW3zv z0?)TGf6wwoZPYy>7GpH3zfzO>7&xVToA(k=i`sg+P#QX)afWeKN9qFevz?^#G)Y#M zw5DjuT6LXGpf5bPB}rZc*(^Y`55Ro{BmOuY_+QT*I&dWLLFt6G(&%&Ph&DJQ6tPp z{jj64X7nSKP#&Hk;lp{stIHJ=uU;~}mQ_*CYEJUHCpE|A+0?SNry{ZH?2tLR_zG^d z=Bu6ka-%y9xJ6f|A;}Ay=Nwp0zD>c$?63H2VF1*^i-!c5q=n)o2x zV)@=1@2M@Qk@x#PU-{Y-c~)IFhpG+p%$fu(t|CDq)FKhnjZ&8?)ldjB8;LHx=m*Kw z)4}@E2s{m5y|-I15~?ntDi2UmJKVu~LveEJDr6q@^T90-xgfO}gg;rs3jFV<@nb=^ zgCE3|a--dSq1OD3kTxS4-!DWq+iaizs3b{8FOZ!z4(OBVquuh72~FVNPG1_-(m8CP zjAO7h(Ya;7nxLc8pL%=3O8O=mdG$g_`Tw+dg#iBGpG1c?d8Zg;iAR;T~Kv+UfO+39~i<_{{X z41}4dPxr80jzxo{qp*PNidGWsZL;oFugB|reqYoa%$tm9;kA5lh_D+9sL4+dvg)uq zEZE#nNNcJMYtzf?9h8*}HKvr6{VCk1Kzu*!^FURk+gbdC%RqGZ7kn)3`;qV0vDY(hc| zqV!~)#pUz&(fxY#&^KyMq$QZdJCTJz)L^{^=z!*(&x3$y#zF7tc`RB%NKBR96Nz825QR9&-`Xe<`(wMWT0vTxrCH zH$UdBXjXm%`5=ThBwi>Ab0g8Dt~ROVU@y0+SjpJ7bBS$#JT;&zBJLb>BpTwYC|qA+7Omlv%DG$*uFaxd~R~cW(iGK9u)EOv1PE}H9wa_Ly4<~Tn9|T@sy+) z&RG5um{hGT;w1h$@=L7VwP04@Nn#eXO*`R=vf&S!gIh1oVi6nr?h$|-HYPb1o#K8> z;E1tX$ip*PADX)!+iG&3lm~Yes}ZIA?1zgRY>+_)VMV}Y!dL@a=c6+S*B>1uB;@DF z>aTbGY=gy3>(yPE2f+0iTVJ(2&SS1`k*-6O!YsjoZ(5d8O88kK;!VT`c++P6=xmPV5o)jcbwWd~AX;}mTz5nK z;B_vy6{OG&P+WWZ>WY#1@sV0~dtq&dFG>swd(?0^-ZEEDKD)A@Uy+SX*=%-MXli)_ zb6aE&61kG^TB#%x{30>n2Hb;DY538$c{+0*f%4(|ru|7+=aNpbU^AsY+j)Y43Nx7EnatUUy)B>HEK<40=TMEtUp2TkIc&kD|UQLH7_ z8ZBJ+H|V3g)-?s~Iyn|DS@W&-e?Mh@v~Lca%n) zvutkD8dNA)LdKb6IOmLC@^mx4d$KF2>L##OCA)<9wc=SOZV;ikiU6Yp;2lb~Hq<$TU&#AWI8|!mqvGQqSI7KdP1u^$( zMChyBt=4$-6*`!wP8bFJXv|o9=5AEmzcHNh-90cCy4b6Ho}78gD8R5{L0{ZF?s=xV zDDSI_L&*bexPAO~@O3g3^!;1LA8c-mU+uBeh$rhej|8|p9{&A*M6M%eGsR4&cc1DP zzK|;Em)mlkNyz{k+rN`M;&U6$mA=?6i;il)w%P(4zGVSh49$EHEH!AGZh9+1-A`%0CyqUmmWmSJxjh) zZ6u0v-Pilk788lcc|-Uk0V^C4HoBo+CK!(UCs5rl*#MR(2G%~(5rj_Uj-@l@OCK0I zc1J&6Y6pYH;*p~7&SvE}B2ruI@QIDhLFPZm$~4Fn)Bc@Co5Q=+VwQBD!@l>MTcBM< zXuft8mBn=V&#i{$xo4T^u1neok$KC=Ve&^1UH;RVJE@=U%pX0SA-y1IYc6e#-?ah( zSTo|)?YwRAfm)B~VM8fP@OIi2({XFAq~Ll*igz-%^m1+6vC4b&rjNdHX(2uKOUk<5 z+R=O+#sEBb)W-YywbcCKtOj^kqk8n@=AF4NG)n-XexlcWSM+ik8=u{77hT6BOQlpq z3FQ=5#EemIjsqRWB35w`hB%O~)Q{K^-R&5)9|59(qS}Dh5@VIwgzh$w;AMF4x)5M6 zz@*|Q`$r57MD!%v&xPz3>%OYCqitWc@XdLsyIr>gjC&tKa-*(By?uthlmLYxacuWB z)vn+>qKq7xAP?i}#EKo95@P!;6D|BBBVJS(<@RChG}(N~Z?o4*V`ZoRTgjAnfnGzQ zYnR+e+x>H^Fr3MY0Mhud+vbn_Z4KsmkmIt$ujeKc1xM-1$EguQ-px_CC);zFvd$&? zuqAho)6OOY-dw!elK)-I(3~y0S8d~3Im4EzD9*fB8Yvz}IkrSwCyZ}kXGA`kzkhD< z<*NrRnF697+z0tKd5;E$^1JIhkdEh7bjYWXG5iRY_LBrKcqddLZd_*&JlA8w2f^;6 zSOYBD&1WN+0Vw4@Qw?ivkcNut8-o+lxNC7e?*tJzu8;z8Fa%B2qEK*VCLdapTt+m2D--*%sw8(JCp4YzYUff}6r@<4$2_-`};I5o-HTW02I? zJqQ_@j#`rY>Y=kpYK(7~ip_0^k$qjg)4h&n`!)O+8&z1DKKQHJ>G>G=kT7Rrh>yBP zsHE9ob5S!IPmf`7!bd*&7fGkbIe1{PM6ssdeD3g?QzkBK$g_yKpe^|SuWjCFnWYMg zeLKLDm>*CWUuC8z_)vQz-I2GG-9>sOny;pN@Z2Cxo#S zzjD&TV<_{eInrhpuk^FkgiUJg@4}c>n_m<@ngef)3g>u^KMhXHrrO3?9=uO8 z!kG`+i~9BzR@^UAo5MPuc95y1>Po61#aO|Vt(ByaBcBSL*&eD1!VG{EO_%UbQ4nE^ zW+AP@ihp_Td#`DH9JN{r>scuA57l!WjonypKG+bhWgKn&F88#%`T;F9(f zM7B--sBRo2%qCv32mU%;irseo9Ykb47NVwWDt4+JyDL<2E=DTh{QDXa=Yp4I{#or( zO%=$J=v!3|$Gz&KEX-podVZc!ze<`E`=4p^oAxwIY;7Zm)i0qWP9Z23RuGopa%R3EkgcSJuM?zVBIA3- z`_f!mNqs&bkZ_xA-Etx<9BWr)8)D<-8h)V6=?HS?^DhUBO6p0JC6xo%1FMgB>d)Nb zZlRRdG38oBuZK@_>Sk?DXTE-_XZh<4I0~ez}Zl?}hcF&vKXt4Vabf#t$gEE_>NoaQ(Wg z4l6`@rq7E}mJ@08wV?I7dGJ_)mudY>ig)BR)!ap-VS8*-F$H&NHWs!682UB%TOZ8>Ry&=jV?3^BCrM)g8 zthPWzOZb9_^d?(|@!``FDtb@0L*LEyJ|a`w;Rqu@YuH)aPaMzr z3|FOIRSCRK6O+k;Nybr@7=rGfGPT4qm^!{6@6P91#Hr&7%|Q*3zcp1W33%CRw`=BW z<%gG1oino1QN~3#unMN|X~FVc5_M(j$rS6u&ttM;l<^aKp82aL3^@=#wjDE8PlLK@ z8n>92BJ0*(6UMtaUYJxZtr{%&iHda+MkTqbgd!x$?ZlXW0vp=>%}1F2_+xKfkvB}t zEoW+Rkl~>*uoo8eqfg&_Q|U6Vc7;6H-rjy6ptKlvB=@cMQ6@jSMgA zrU?ZY*$^N-8JGNG>YkR%VHlzX*{H-8h0+SR@*=RmlCw}3k8)sMaVL8;|JaP)$z*G4 z!#x-8YZ1I0uWhZRJ^!?IclGkbv}aV^yKSh66NB40+j+a>wR>64WF+2-9Yek8;KHwsMk!;ryh4DJHDGFCF-7#u?g?*m#nWQ z7FyvV9eS*bwJ|_(n=P!4sr94B@8>YNQFs)XPnhJ+p5%*>f_PEc2x_SBHEAi>7q*mr zC34iG^Y_f{V->Ly;zK(7m@jbvoWF;Jb(tcQVObLdK^4KW&!{yTORbfD0q7-k`0 z6DbH75xs~iPG^9bxI7Q*4$o@z$drb9SMiFwaIQ?rFCFDN<_vuIm;3jR;3~cVW_7t4 zvM{?34KHQI=1;gmKV+4Lhk^i~ljoD47@1@JNiu502qNu2ZygU#__3LGK{l%p_ZOuM zDi*+F4l7Pi0@kb|LTI0W1m7vWny^@YU#Si2eaa9I_2<2a;+rhFI4DX#Z`f(TR6~ ze?V9zuiJnTf3wjTDxj^P@jiuAE{oN^(MFwakxpA#F<#MUd|SnvK?J!$$tOB=g!Bg-ynd)&ed8W_}f|Nhegv z3S^L-4Dh{VV|JuBi#y8>CFoj4(PR~@Ik? zDbAsH5;85w|BSuQ>78)b)`4Z1w_MM>yLlaVvv{)uML1^&hw~OPr5>dRUOTZ5NR28; z;{Du!J#{S;ZFA~fz>VXTKF{E)l8UW;R@=y8b4`(2Ih>O0?_Qw|>P%EPA}1>$ft#Qk z-%E|IfZ4-b4fqR}kwo@O6w?0%H`?F~=)azx6B$vC6N5)bV_ zA?7a9q)o-14xG(%$}{(h4Ak!`%z-qA)D)L4C=^bR^Eg;bAsWLu@&wgYWH~!S#P0-} z$n!z112BddSM#{NgU-DYNZ|wMREBO6ik>m4>LJ?rG1^Fhj~TG+1XU{dGwIocL33Ri z&MQ3b{+mFV`4ae{z=|3yjv|6Jv4@=H_~-nMpdbnK`(q(Wm|g}TH0RG5TVo#W4oJlb zzVW)`_DPu>z46uTWw4b3zFEJ8K*3$4x#V5cdFB3zaQnwaV0lMoQ5EdsRC=h!STcNV zG3-GbzaX-w0s)R;s}>AYZC!?hY{Y-;Od!AYv?wS%&m2L~UfDl#WWB)eUO^&7p;o`| z34gV+Cy6uI*_G;gPoT=QFSks>*}iKXZzEKva80T*E|A%OGbR~qE}612ho@Zy_RvfA z6Zma6zn7%t_&4Frr}am5hqGBfM&b3kJ>z$Tk0o1UKCXT#tcUmuGk>$bTI>Kd4!y#d zP|o*t>&x@qDQ3g?L*YFEJ_%6kszZ!RR}z-N@B7$}6SCL|I6s8%4lrm4ffU>Ab+LiZby_Hi9lYzwZT(#2>?p>#dEP{M*18#8-IS3WC+RE1=|*H*^B!IStZ1 z5%B7U*ipAa`nThHlMZ@X{n#OTN6PAbDP5s4Yve!Ke$dNHgYuTZ*y32U zW|P6A$ZNk&>=y~OD4$hbM^vhwZ|;FxcPI(po*Z9V%hUd3^BM&L43oeA)UNgk7``#C z;a~hziMPgJ=SSRKNk@5NN7ZG-_)r)j*zvb5>Tesm#-7RqNNfUBu|)p#m;H6l&zpnl zVNvD#bYG;hJOR5Pqe1IIf$L>n;{O3MI}YrO*l*x=yh1$_UzD4LZNl+OcL zj(GLuK4YAV9&anTqUL8yzL`4St_5k*~ zrCI{lr1a6xO|{Ml>+TzpmmlYUn@zSJ1_0`6UYrFz*ycUE72o;?fn3%9veZ(wP2&9o zdKGKQI82cQhGJ7#!QPYnnu8THm8X*%H}O zV%JgaR20ln>Y>5}?jvL5%#Ev&uiWP3yf3sK11p4Gtls48 zbkS^$Gbacb{9ioFdPM3MPw_{O!Og%p%$Gt}tqn57_MQ|DDk7}!p^_5u9d+2gr8K5f z$%2?!7&^_HD=3$2R15-DA4dpR>F6l#c>~q$z(UC9^rIJfI1D5oB2#=KoZE zL0uQB-KdQOs0#aPTZW!|a>(c`M43wF96tPuO(pDM-MY$u|4hK{LRtyi{aj@PXAmH} z5~1LperT~r52*w7UKQz_H6ivW%r}EDr(Fwab*-Ic^DuD3&pTVz*b|Nq87usOcIr{W zO~uzpr$GS*tA|WA0)Br!TdtGLFB;(u_SEsN|8aM#!9~A^Z(nOab|hfk>lazCD)-+~ zy1mJtVige~g$2ce5u3TR?P8StF%nM)@`OA=$QEkaQd@Lnek5mg!Ckm4ZXY8vJRW8; zA*-5`r6j!PP2toY+zJm{;Wa8P&4h~k@_fh|7utn@$g|@C-V%^`)s_+mdtG8Q~Zk2^@9XIWXqms zVmdaWo)RcF?us4;x~Ev|f$>Qd^~;hKXAqVqGkn(&xNsJ@6AEgoz85#zoow`AzF|XO zh#4Ts^oWBu>39b%w597Sj&un`Z-DSKX|cbKjnYl=s?M)v$edM8d0yiJf3?uc}oD-VmL6 zB)cOcb~=Pjl*rTYDSJ=>FHXSCx9r0v1ior5!%WeUW6$UcF1=ZOT{!SS+pA&~Q-}!3+<*&&D-~CrPNl zz--GF9_?%5`OZWk(#TEaZ=P3LLES~1%cS3IK~AK>A6yz%-`sSLwb7k-TZHR&0FU+T zh3U4^0ND7B2Tke@FoqEcE9Ie`B(jf2-K_eT;M17~Ld|O*m~z)t?DC^FOtZyz?Z5PX zHFPa}QDBsM2x%zvcD#mKu?0%nUe^k)1bL=Gy>>zKVS#s%#U{G0~gusB;+ zu&U<~Z8}IhdpHNgG7I45VP$_4CfpH~YyI{G>~1otws<|eHZ5~dxc1W0ceE#VWHt4cDcD0+=II|1!d?BkOY?^ov^lHh*6q4S6t3V_aB1+#Ly<~kaml-ks;4G}~9s>CoteqWllHxKbBtKFe20%WI z{U~=x{XVuKaAdALFyo8+W<+%1W%F#q<{{|*WobMAb8GwXPK;~u7OJe_!B1)f5ua5V*d?R?^7@sL<(P#Nu=xBU1YB2}K znYrIz{X3gp{zR$&4%UiG-N;c__ast_A?M;|lgwJshiRW|L0a%i`EK1C;_B_t$wa$EHxpD5Y2LQB?xULTMB!Sd#FEh!dh<=Fd!@ z*U|gI@Q?VOyl9-yPD=CwAk^!_F`a8`B!vZvcVj3KlOtSw`W)77LIES} zWAf5#qeIr1?ou-4_K-~xZ&PJ?{TdT>NZ`Q)hfsT>x`Z8y8<`H_<9N!7W)QRGQg z?b9p3uW=A8*EbRJ>ayXnr6KY{rhE|p{>jZ~;BR-PC_wWM_SbrFc`=**%H=gak85C> zYlH`Vc89BeCri-#q7W(5@}e0}938IJHMrww2gPTwS3aaReww@d-fHE{|lThQsMh|{{%!QI^@zyO0=2n_Bn!C`Q>m)))X-`3mr zclE96K6R_Qs=IIBd(L;7JQnf8KR1}ObtEAimlwVZSM9naIRVeakNk_%mo-Ml@rOn3 zjY}le>!pV?rJW@+6dxILOC(DrXx3*!G&G{3v{TUcdODjqEm!6f0=olx-ZxJ&7rjl+ zZSwdMmaQCTQAAl`Y)H{<2z7(_lN5wnubV%BDfT;R$<3(%31^a6ahrA@c6~iAUvo5Y0)(OF z*hTu<64(s;%uNw2Y2!Nu!|&%K4@~ikEj4<{2=NdW!~-Xb)7>qrZH`Y(&Ec$KNV>ZR zU~fx#2MBXgaay`_Qo#gJaRyMqz?hUea=P?N<7+J}&hmaPCLkg@AtoXwBs$hqG8q3{ za#+$ z&qKd{t@Zv|lH2T!@~)xw<)jWrk@Mwv@uk0#3FLlvpnM&pH1>&woq9QPG-;0n@YD1) zy|*RsJ~5OwW^ireJ3`}$tGH={ z4#}0=;WCsH9JpJ=8C)!(l&wYitFgA=^1Y%VPcLk-U^2^}+rbl`d@cjPK(YZqI=cv4 zJ9_{nqT(u`)=ae|sydWX;+q4j!#wxTS4+xlou8{0><5^|t`5CVFM^^3_t>tyEKB}= z1cF^)=N4wiujt3CPJ>4QWeO>qi5%LZx{wGcw`nlr(t zUEo?GVL!+6vDp~uxKzkbMiFcNsMV>*>T)j2r6*7awhn^5j0!yL%7ed zHgkH0LQa+)T6rS0f=}5ukIh#_xAuW1?3rY#< zio%)fOULii`W9e<&YG&589HKEAo~jQx{>J|MP$nFMiZVW< z1Z%R__ zqHW8hxHKuV7_h)8QPv7loHRw5AE*BXb5dpzVu9nLtYxG)sfseOrpKdft);mB1?NOr zt4MLu6=h;ik4M|?OL4hVX7OWz|HARIk_BoN1k)ZW7f&Vxp%^a$=6Uqxm zhaE}KDBOU~tD5+e6wJgnOCKo)I0$Z);49T~X9lRa_J9alyootpy9}xeYzeQ)j`m*1Ck<+zQz@K@# z@Ft>r<(rCJSB(RJ;(@3=V^7XELmpeofiJ5E3oL;kyWC+0tTFFg)p<*qu(noB;ueh2 zj|*t4d%h}AT2dRA#RLwqdXW#*+$(LgcTIP+H-*Z|88<|8gFP=ld1RsIa3FFk9zh?RYfopD-gy;@G>F{hv=>5F zS~g{srn;pw29Fon5+pM;y{f(Y9QvEii1OVxLs#<45mck~5P-sxV{7my&=AD$nvGdP z;(6A#*!6)52Ei6`qP@m-vp`2jhAnG{Gjf4_G8|-FTxGZ~5BG#Lu+~9(Sk^(d{}F13 z?-O{-;-;0Ov!>(w*aT7prrGJb)Jch#p}m@Y#Is`i~d6}@&03bC&L zDxc+bw#oXv=jMs(d((cb_eMa{x58y=G|064vFO4}E!E^mwC<320pue~5|zdk+%f7p z+rl=_59k(ABO3l2C6^?F)a{A@)gN<4nv{SBfXIFU-K#u$O=q+prE~%O3B~A}Fo*nI zquQrsL7-Z}Q$r@Sf4r%x#^Zo+qn9X$L4kw>$*9UESWaR6P+Egh=AykqbWM%881`BI z6~L)x_9f0taBe2~@a1IsE2dhcSmBgT_%iwU8)n99-zi4OGC9r@{%NmG(43rV-|soz z;tFU{jvP52blmWUloc#`9k{e%7wuW1E7`lI6Q+jA4TU6_OvBYu>zi&-4MQCj(EW`( zdO}gsT&1ksaa!c-!VlHRSnVL3tQJBKSK1SD#;GYaWe}2WC*iU;<#Qmd{4T>~g`J^% zmK4^wWc)TIM2?UsoVr777R`92V1EuoW*Q7O=TpU`2&(d#vS`*!I!xc@jZj$~ME)R+c{+V%%ljzsDcQ;#T4F)V*2d#8RNd+t z%potrP51l@1=K3l|*_Ja7)5@oFxe@mlyFAznzjFM8!2WK9Dt>Q|cRNK!PosKF>s_(Vlaj!!F#WJ(rUuekfemCkja)g{zE->I3d%iTEMd)#kNm z`peDKXx7FwmFJ(|+KzGKG1o^sO zDf>4`&b+{)lQrc1DR9n}LnnzQ!}xwr5(0y#lXRMGp``KZ^l91rkl4!JW%^e8d4g`a zOG>gv0b$zf2NNe1Lvv1zRl!I3LD>ubicO~z*g(b@Y`p`fCGz9dU32Kog3C&MQ@Gjp zyPitKh`02J|1R2748u%&>bZS<(EqzK|5>C3Q$1#~Z<`yI zB{#;cgk-RvnevQ?hK~^}1glq0r-YSl^F`L&7MKCOPrqSQpVYB->BqZF(wPizw+ymh zpgPZgZqA;NI3VZ+`^>sI(A|rzg)1|}q~O0f-A&DXCgvq~b83rRJT#4hE|(4<=I~6P z&|RZ)DdY2K6^+PF5wgA*(!T=Aj_J_F%jK?AjW|`wfXXLvZ<`z)Plu+r1`n_bV`}7q zbj4&O{0p)OIgIN@J2frZgMT=Q3Ex!G#T9HzN2_zaT~!@u{Y@(6Dc79qJiex~$ff?y z={gv6>}Lqk_PgEfC5-g6H0pk%b_5|q=HYhp)?e%^q#(us9^bX@5c8QWk^wDRT5k-< zW3(i9?(pbN*)%-S2rH2+knYPB!Jhu7+Op4!e$A-B3$I7e@Q-W&TRYfHmnIjdWw2oq zNUZSb6=WP}Q*8-Mzu&xQ(Ikuamu6-9c28co^0V(PU4JWP9D($l$z<#5DBH2}$FBHO zbUmYf`c<#=IaW2sDnT$;&-`cQBZOWG^3vjYGmUHfn=!Zu3F-fS;eMUEIFwMk_nhcp z;)@J5)BpTP!g93Q4su0;R7%eF>jufg*}3O!@CVxEL}f~vzz){eInJ-b;7DT7Hm#hI zj!ow=J&VHKd#~D!Pa%db045xk; zk$~DinUg0s%MEIrUFZe)+o@&AzVe@Z30mXW-+rY^IQl5U8qcAl1+`}_TMWiq!K@=Q zFiJLn*%06}QPlcQ_qD@vBSi!Xh`S)GEo4y_f-Lad3uxaf*pZ!-$@LuoFeT)cl92Dj zJx_o~+-i=f`foq4ypnVWd&31JsqPbmRkd_1=2~p->IgClh+aEmdiJcRfm>*{UP1dE zO=rXa2P^a(BFJmvRPJhR>z|0)8F#f=_U^H0+)c6CTGRu@II4>EE?#?ySwS^J z0hhsXO@m;j;y(tNo`e9xw@zn%Yh&|5srqAPo! z!y4k5)QdF`fu+S5vJ4TiS)1}Q=~I|9#k~WIu?xM zJWNF^^tB9}?=ln*#LqC-w^Ist0Se2{VlIr7wf5O#e&#cRen1JL8Ob?sE2PU zk`qNs`PN;pI0y-}nhIgmvzNZS&~qeg)*m zd!!nBHX;cXY27WKRKSw~@v1viRp9v-7eCX136PsQ>Q-)i@zF}^6Te~yDkGe3cIjk# zZheME;OpJyg&BWqpd5dj`j04>Lcb<|=oB@}_4YVX;6WHq6w*Jb@`mw-^wNUAj(GN- zcQAz!6H!x^Z|@}Ut(n($aQK+2%WOV)b*@}q?`MdY_kK&1o%A$e8~I-0))i>T+Xj}Y zb$C#Cc5PdS2)Y7J>xzi5?l(``sJAi&ok=($;wH12Yd%%_!GRLOkV1FCG8V1XnJRgv zKpkfP3d)^njY@3Evf0NKGcZrB%Lc16>pWEc8nL z*v?+ALAC9E>RbB^k&X}oPk>GM`}`kg1OWM|;q0s^12L~lWz}NkPnk8@-E5r_xwPOB z-ZOkr`8kBg(o->po^{~lWA!>c_GN_5rr6%ef!HX+eCL?X@ou*r`@Ok{(RC)ehyk26 z+LMmu7SN9SDrnyNV{J|vU!7eq`qvtimI-%l?jfArtq0&)g7%cumK%Q2*tFp}NBCv@ zT(Bzvrv)H&O;d%=J1fqHnS#~=mF6;&XcZEW0h_RZ1x-2*S5s4!0CN(lA(r;6@{%RC z7H!koZ4v~3=P11w`*FN^GU48_##?Zba2CLn*~8Aj@h6&4&})MWb}ZFSbJ_O&(rmVv zd4COCJrB$g?5Hg&D`djf96RJr4)Vmu7Gs$fw0Ny`V!^kUp>6MQ%?405#v%QUJeqxQE( z$;HTE?gOWT%b2m@;r0pR>V`gqzXApFe@*j0mN$Wd_`hG0fuA^dw+z_3%@|Vrk7@F^9hgW6Blq_wv#=%&IX9VqEc#p zBU@89WJYsB0}F2(_(kP6{AnF}_(5{_LYxo$@8_=59>wlxfOv0X3KH2??a(eL<6C4n zFRr2=Zt9Ls2217v;SoCHnhy9rs1ZtwYuGlwRDMT?jBOnyPhh9poi|^rhd+_sO?73z z62G_8jUo1e6-7+@=ewh`FP1a6W|8$FuBSR@m+78YCh~@C34AT28Ln-3#>4qwNugiz z6`v(hjiLsTJEpP$u4VU6Z8=?M=t@Ae;Qp--y!}a=RHYg*)FKa|uk<3c(dJX^jT7;Q zwqGlUFwG=@?4Uryf;80srAfKO25IZ9NohBfEV7d4OENAHcfuzDU4oGXqY>~5AO0Bv~2~e9yrdRc# z`U;qaG)ho9gIb=E55$u`y=ASeEONoDg_}$y-}9Y9N5gl03DcGT=%(A1^Yxt>QYbve z)6=Ah5Xqs+@_Lv7hkl;xrSsbl1@c46+IAGtbgd-89oGWmtWVfpWY0s_TM=-x#JpD) zA>7y40b5ChHwI8mQI6dN-Zn+iB}hSzn8`7cMx0+WZ#*%be@{>}zhYGH=J8Z59|A%p zfnZ40s4zz2N)IHi6vQOg72tN-_aX(bK9g~(J7EHN{d_+oc=ZD;oMiW(>Ra}<%M+jZ z8PZVzf?-GkIsX!8roTLz-%o`tDXrW@Wja>N9Pn~4RD*7Gxw>VJ3q3j zt`%mj!NnI!3kY-INIJ-BnUUyn;o zsnP6<@u;oWl&OsT8^=<}_rpUb5!AFWu%B4ycdL3nw0Q7FMp_%Go!l_+`d=$agegWM zTUSI?5$5$+WV2Lgt7&SWq4w5R>i3%~6G=WerVc!AGxsCd8;?8j7wlj4dUwWphhzxKPyI%` zFsLu+&*sa^+n>tmd+WTAT!=@D1I4fJ4jc$;E|)H?)80{+!82jUiJL%@_Tu7u1fmRr zuCJ&-(-B-2OI*yr%D;`PYZhJDj~$fIx;cFH^NJj12j{v!$Cq_UGrW(rZ%`EwMX6AX}?%Y{{Nm(4!+xmbP| z7pm=UcVoYbDxCY#V4YAq{M=>4Kyd$qv!~xpNjVHsHIH2`0&=inC5}+-7)Srrfh8V# zmxSJvyG)2O|KwYONakhJnl3R+>>L+T>`##YBx!Icg4~U?kb9K8zC8O>RSpSZQ!GtG2ixO@IxpK z==$g)`ex~%G1$N1Pj>AXQtx_@d7kxHn|cJgB~8=g(n}+@_Xz_VTIe0GhdQ7Li8{R%$ox%m$D;hUM1jkB`TAbNuUV zwO1#U;aFRFS8LblNndX(H+u)a$?@-o3#^UK!jrrE-F1Tn8Z_5!-HTRhlU>6b$5T^_ z0yVPOz-wVAH4nDwaGq>+iucyPn{+jRvvHEy=)u!^0;of_h`HAwlukLlBw<*#{8$~rK3G$tJt4Qhkg={qM8HkAiieAILlUR zLD>IW)Y#rw)#+YjNUGPc11l*gw9~IboNm5;7qF=0^P{JOkI4Hhkq{fWC+~b*{?9vyI6iXJW zssDczqUHP&2Mz~Yyoziyi;JTcnu^#Nhi+hZ+(nhB!)unph55`}@Opr1)JlU(gs;}5 zPVIpf8Z#f>QeXn;gigDMfJ;xFHL2r{=zg{)SN04Ae^X?voUG z5>V5wze_WDt3YWvm@W`eggmOvx4r_FZM#FN(q3&BLI{&9x)@2X?&~?lwmu;6y;uh? zlmA1NHu#UgSuuaZo_s@3+wgUtH%FFR@~x1#A5&bDN|<|G?3(Mv%9NshE{?Ad-pgE- zNNaU2g7zkED_f_X*K+3Y_J*gkM^31J=7YIUnOv~mf=pR!TIbyU$a^SV&nsgZp|PWl z$*|YDeb6`Nf)K9s5vJxh117)4HPbWC4hrWBUu+z8^Vj;BPf1dXUUfy`)9iy470BUd z?1pICGROgJ>3DXho{xwe8(>yYZo9_dc(w!2^I+|V#T?>qERzJW{sCuymQH8`TwO@w zLHO6MNWZ$fX#Gl+NSsyfEgAUfOv6@nJO6TBcdYw7ncZkaCjK>qFcsx1?5%+g$9e?Ff|j>ppIc{SAN%X(3ua0J z7r5Inwv2tWJQtX0)NakqB=26^wq9SZ_`^A3wcT1o+1@l1`6Ay`y2Imuj;Q}Y81&=oq#g?d?JHfl6fwuj2 zN{u_VH6|=|*gEh5=8|1Mx>lc#Q)(yGvIcZC5~er}gmr3_Cp zPPys!7Ezg!zDrVLjD4cc!&SpMf_izANQU#V>ilL+c6sImB^P(vMYnN?Acu#~W&rtk zh2MyX9!J3D_HkW`9^c!o{0 z+3ks=I`&6qG+y+gyUiqxo;Q18=bj@`)$|_3ku(2uCDy%V!~V~oZ5*w@6#*Z~M9ys1 za#u#0eAbE&o-4Yl(b@CQciOwkBpeVUR}8C~1&ZV6&|>&e@F=Ik(KPYs8T zwZSv;kyF?O(prFH0p^kQeEk zK}R+A0r7E}RJc{lHe>`_rO%(gW+xMW@qceARZ(e3Y`R(&Cz2vyP9Hsr+cZQEkm<`V*;3g;an8GMj)ZP-! zjzP%gfRJE-QSUaWC+6#$qWhsEI`ca@b8)(o6YMK@T2On+&g8BstFI;9+xM6t?;TT{ zM_t7?yMAKa@RQ4+#xq(W-HvOSFK;y2yj2%6+8ayByj7ROCW!BE37@)rEy*{Q(s}Q8 zzrXtKe%Pq!BSyFy76-YqyO8t~bNd$Kxsb#_^0mfZQ|u+bj`9S?qi>KMrOl2ekSW~{ zK=>K;#!gO7h|PIv!tk(X;8|=EX;BST2wHO3o%zjY+(KvE`hV_)>yIH_;|Wet#(Bij z&#;8bwM9{^Q-*uQBF?Zt%b~Qg*``nEnPR$-vt=Pfj!H}kx{OgVFMexothKQ~a7lQV z?=Z`U6)ZDm={h3XV768(i1^mc>LssjukKJ#@9?R0Lu#?tNU5u^yRHzpho`R4hOyxR8eC?&Vb~Q}fF}!afk{VqHtj#z)$%O&;X)1Xz z?4sa=+NS&|Ygh5|skrV%>kZzdn z!?``vt7+>{n`u*+Y;-)S{AQs1X>(~a#kYIYwgIlx9UG8K zi~EBf#w*d5;?k+*%!)d#IsSe>@Nr0On5seHPR8930M^?ApSaFN{!?0lT;PZ1ck1NzeZKQv7VX zAc@VJ4?+fK>tw=@O6Zz=sLj{~76c0Sr4zD*Tr}as7t9jHkyPc=CKMxdba_GcK0+f# zBqxH`QfMPPlSjtF4sxKC*JGu-@>lSHQg)W?SL);$tSK_>9l)G?u1QZ+kQb zEqKEMZsLJe%Zt#3jwAQ4sYdX^ftKghrA;-m#qwh3IZIsxQ7=EJ{7Cyy2-MYTfX73o z_IYTXUplL7rsl(44%l(R4TSs=ckxUk-r##1`GU%_dH1|%+5O(1A;nS_V>DW{(?z)nhZ$($2~zRrHAtOHh#^vAtI<4U!e%I zcuDgQ`?DK%>5`X}T>L(KPUf9b=$)d|3Q4#{&FK(J+0(-Pr~-&nr(X`kh)1P7OGs6n zNJ`oFN=w;8;s5x$7jcF#FDcnTuC@7Cfug9UFOd#cBvTZmq#&#o>G$;6et(}mgdd|Z zfqIEm&l<2i$KR zv|)WdixImt7xCaS#<1hWYXf9=#$C0%9p+K~EdjN3e3@%)jucf@JTz#}-< z`wtTu9jZ#mKdfaK!}ylov|l@y9tp_yNfdI0tLCpS7xVDEWC#89CX?n*$nV$Kn%3X< zeB;*%FV9wLMDq9j%&-7i{vg?&(dyvl*~vcM+k?<{R(V}AAOjTJLd}+9-;YmAQ+BkT zOHvJG9_vd@6xN@PryCzlE)T@|*P_eg;}l>R1S2t+?K3XMNR=9uy&E<`c2MUswd0Tp z51U#2K95NxC^A&lw`}^_wK9?SX(xpy<2IPl_iZgOvmXi@uaB_TBWB?G zh2QB3)yvcN?b71wk?ptDJ!ox^2_ITaS6z+>7JkU0C8_F*!ySSt!uBdf|AMn?-a9zi z@V)I|Uo-$BnCWdMduC(U165*4LuI58F(Jqy{?ZlzZNw+^!1lo$K{h(fxXvi_<<*Ya z5h2ykV>BppSNtCa(<$(e{Tpi5&;`&Z=5PL(J!`+anc$z`R<;DcLAt5mQJ86jaA_)J z^_FzeayNL$vYp!tS;xgx5_`C3uhSFQXmZ%bq}Xbty0`jn%$xWIxq5Kd?HtXCk;#-P z2j`^}fSRF^jK}>y-r4is`LvXQLht@VK{d;ykDH<|=eJ{FSf^h^X$+V!1ng>s4oh0D z3X&IohpGGz5FIqN+?01C_ZOv7HegEN`kOZMH|_rcqJv6~cCiNc*cGqmqIQ4qW`0dE1-u7FCu*}8%e`ui8% z4cwMp(b~ud)swLc)Pl&Dncv789vcSCC}{p;qdZHgJ`x`yC$0(*+*WSH@H;oI*y>e4 zMTDU@vto%MAcw<50oZ9)sYI+y(3q{j`AlYSC#uViar`o9Vu%@*&@AFpm?x$c{rQT} zi(u$sDrMBRF>GOuIA*LZEa8}<_wXZSR4q!=l{g|^tao_;HONHKlB&K=-sd%K>t6cN z+j3(m4l^tTK+3;;Yb5Uzq~=uEp?0L>tPulh-6JPPUk~|q@ZrjbCb0e(=a&^MV9DtS zBkD|E3vo5=C*B4r56;Ap^H5UHU*>`b`ogj@-`g?C@us9Iuz+$(n*k`g^p5miTV~-| zgTZPqS2PbAT3hjlS`xf6M!iM5y+yl0TX`YVT5Yqpm}{-Q6T>J?p_BmOQ!FdM(#YZs zWcN8(p#9toF@EbvD8KA6K@IAF|6bg;L-)<;Rp+89{?x56O8I^^gPEYw4v9yZJqaV3 z%ge%dW|@px=2Ik4<(IoHvx`9a7dB%G`rtV4c%e?`VumzE$$*x&u0j#H^{~{G>7+LL&L}wGfcpe4o z3wKR4?;9>`3lCHt%dwRmiOE67P$TxywwK#Mu8UMcF4opI{vY|an``&M_`D088;gb| zlI)=nB`?fa2*FllZ4oePSP?mt4|F0F7VXp`8k>#{J8K-ehCe0D=lJG=rvh4LzQVv~ z3}HE@<;?7caABO%B|w;;`ai+PillnaBnP6X|6Os8((>93qO-nm78#cgweFii%_^sB z9a{hy&TCnZwO@tuw4q*XakI9%S_p!^4SH!>F%1goZ`3LR;a>dc2@Lbnd&;OSG}BOb za-MIKqQA_PD3;k8)KUY>QCN#uK@)M27_HQi(w4A#%5A7uy{m~m6!-#>1D(y5vU>c9 zgam&gX&wIXBZs10Fg~2c=kkJ9!LUIu6tQ&mbmA_19=O5>hcC%o;ScbLF2;91dv)rN zjC}|Ty0!*l_l@29@lK_MKQdR8(ykWeEreJuuL?3Aq8TT^nz5$ewj`CEX&A^UBrFxO2mIxH9dkNqabn$B<{q&-IeVFPk%i6 zijqnTtTu>OJ7!dqd5i7s8?lG;+9;z|JG&$DFi-{PwrRQGttqkydahHc@k&k+H>7lv z)2p>E%NL|jbp(`}gzi;>L%~#Y`OeqVM;SOFrUO$)^1CWnw)aJ)SBXlKb&gHWOsguvvq8#HPsRZaoh@-uOKHA{(woJ;wjDyy1Y7F?*1Y-SiRbE({ zx{&IHvo+`<;~Sn)9mfx;c`<80LF@oqp^turg;+wG_Zq5QqJ$;X(wc24_#q?Z>3>$x zJD?{#n;eb2G>EM38ih`&L`jUwSyba$^)c#PTJ!kn$zaOp${Msp6rkk!l5rEp=iiXD%h?ByHD@lg)#84&*fK7J+VPN zE0QY6zZ{?_El5ngj%6qbkRfsErc|;BL2Fps-H2X?BWujC@_XL5K}*wkJJjpnK^;i6 z6eSUNgpHtV_~;4P2csD4G^lz9Lc3Wz2-MeA!rLJziMljwpg5o36RaNwBIICr%;YYn`;L@rPHSY=h4ogF z`CGpO=AcG90&WI^ndPb$uF^0>5tDd4NcA~mpmt!M^3{)ZVD^RIAkI#Us3ySg>40L( zbJUyPzY6CMSQ8DhTwP}MwK34zC?k>BZTSxp2_LWEFG^L>J>zTa!h?eoDWc^M14y*J~n6|u?&-2HUSpOWh*>EsVq z;Ufwi5f752+ZbUlD*QdW@vpbVAFo!)-@`F{!rPC7AnWvc^Ap~qaty+6);WjgtrkI> zXZ8`=tuM>UxkgM+_Ht}rq5K6{#Kx`o*pP{r`ute&l4x>hbzHjD?H@CCJ4L78c$$T-4Q! rpD^I_I+ffFKlc$nzOQ3_?$OeSX1^#|E166A8@Uei37>Qc)QA5AtI!@s literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Analysis_15/plpResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Analysis_15/plpResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..fb6f9e6e3ca77ab8dd41d06c3fc48a33d298e144 GIT binary patch literal 15584 zcmaL7Wl&sA+btZyf=h4Mq$DM}QIIPorWz zj%s_%>T*R2QAHIUCRWS@+an!N8Tv;dW#39z2t9eMjRba$xucDYl>iWh&Lf&!SRz8r zz@0K`FwR-~_*N+$En@Ec>R;o9$3{<{G+@Xq(vHXCB4jIJ1~Zt5FYIn49*8)o>XNj> z9*DC^m!>$u$LA4U{+nrga4Gb*{t`6~K*jyZOO;3qnRjF)aR^gf1$$-!eBcKzS(C3b z7$CxF(a9CzaYk`ZO?Q%ax$P%oZtN@-+fFn1wZBV<*kR)mV+e7?PZvUtA?I z?Sjxhw=^{~9BgE3YiK85y`x6kcp=cV5UO1uBFjMC0ELG#8gNwUV@eNs9|9%ZPCMN#|6o9BlPhl_*=BQrBAk?M^T2K==js9+3}7d$e+j0bUN%9~j1li}xYYt-3w=)9?&Kfo94 z6OM28XO1=uyMZj0;K~IH!*@K1lG;^SWgGH)Rd_wvad!o<5)+<5XJD0x3Ij9TH#u{J zn(#96(m%BS$K$cGRP<^YbO^=Lq8u?vrjIkNkxdx7d~0U~*L_)_z}wu$-}R)|Ua-MQ z$9e93*UZDtsjFBRJVz1A3l@mqm>)VH!OcE;N=>lRF=w7aTGX+#`BJcW_tJ4NQ)#5F z3IeIEFA%yf=sq4em$fnjY7IuORDL%_x2y8u*&QN}Ig!zg{h`O1u2%?=7eRjPrB2w? zYyV(g939(U^{U22#j;9THQ#+4pBN9E7-2&C^K8G(d%DW}Mq@+5v{&0St|*D9 zT0i1Y@Lk$YiO}1c@cCO|6}#^q`O1t(zk;85@lU&x(t#8o1lF0YhJEO8w_f>sqI{C# zDo}j>OS3Eo_s=UAi=p2L+yD;K4a8_hq9cmTOC?8IliecV5xYxZTJxs1o1ECsJvZCP z%2jXfO;>O04K^NbY_#glU1GA%=D_8*VNPnD3N{ZFH9_j7y*u0cEis1<7tfygeQoMg zuc={ga|LSi&*QH~W$+5mNHw=>i_+54w2b7B6+ha}#onU?HW7X?UQ*Cx?UjLg41HkI z+WJP1c}jx79hj-)6XRZcS2BqYoN zD$4Fmp2CAMnigs%|35H&s0EHFI}&*cEXF7})J#aU_DhZy`s6>b40*~ojL~1AW>TWH zUvsoDC+Wj15=7bmfx|=1#6)Y!bF?rf%R(*GMcL`dQ?M~c|A8rUw6G@2!Yt-Q*{#V_ zI50+2Le1nvYyS(|gj#TlvJ;Z0pkRy!hnk6q){^BcqEG$X~JrQoSjmvQnl}t6?K07fdu4*wa3X*hE#( z$utxe=C4A?!F%G87n=Om-P`PXflDoWj#4|U&oG-KVy{i=Dvw?3AqlEX+YM6Y*I$!u zZ1jr+5^!Di5RK8Xj93ga$>k)3d0JZS?%yTKOV+1-OVrG;r-sf#+SGv50h@5F2b1>) zP>1QUqSp+u{3Ps=vt~W{aEz;l-j@|ywQmkogFB0f!&naXMVU*RO;-+rcix99;Ueb~ zjz;@k7k3+zCnnPw-aC$&FoMXo_)CatH3S-*s;iW3e%CLv%S;ZLw(h27Y-N4rx2?a+ zrmxAe7 zZfFE&1M8K7xgX^UaKi~{Z$+kSiZ0051caw==66++*s_{s+SV3DNi8zkzWH1n7+I`+ zR`vtT;-@gdAHu>4216_F!0IrGA|nPUi%l+U7Rl@?l|vPDb@Ym1`<1GQ46SC4qr|*I zBa7*&rm4r-yVX9DKUO?8tQJa$bvWNQ^}4Mqx71-Yu{o3CCR2XA)7}r(<~c^{On6sqmFDfYH)Z_#M`Uw_qxqg_$3r}4N#4`iG z_BU3ERJZ%N6ho>S|DKhKcUa2UR4@HtL!;K|Tu40=%X+j}zN~KmetN_M0CUzYAg3rO zrKs0{(G0=^X^~dtn?`_qKDP5;EsZL=6=_aNB{dTGyi(6B*JrZQ2T%*<6@KM}p6@1& zbQp2kiw9wNvrt$jlV;Rt)PZz%~S7A|C^qF3?XmpDZ$pmsd zyRc^+6&lp=muB(MqDSRpMzQj@tTGds<*NI9QrH(Anz=sdTmP=q50#$=I;r=WaFT8U zo?z|nyTt^#AK)dP4cz?^$c=`G%R0VFY)Je2eHcVM4)i4P7K-%Jt9stUHNNTB2c5Tl z?{;)K<>P#9Hh|=)`@H@l^S&`UsiQ(5j5nca7c z?7F@R?u0x)AB+5JbTvNQJ)bhE=hzzid_DMrYe$>2)vs1Wtg#=qaDaaM#B!p9^tHrT zDX0Y4d02RxVf0n$Ws<_Lqg{T~C=Qdk=WIu~ae?!1x9x~));q2Y0xeG1_1Kg~zpxBIfcxXcEUFhRQUa0!j z1p9Eews(F}^<>gsL++9bK{(G4qVp^rBtfDmUTQ(VGuxqR{X&VPQ?y=}nDOw_^@1Co z85?072h5eFf@-VZJoCI!=X|Yq^o#t29_dk|eh1D~4a4Di1}O`bUYG2kUnY0k5P@r; zKT1Jo*Co5^gzEqid=ii<_SY}z1jy^3V>Gh=9Z&JsX!pSNXPu~5N0AT=$L+7Y01CC5 zk^=Ij!WIKs(+G>kC)&d*Zo;AH^dPI{)|*0QlR@d3mYcru^cyMB(y$=RdKZhhq9EyW z1&*^d{Twq~SkRMm3PDNnICB_k`n^()NY1sQoZGPB?Sj7*(OwAe{fOg?5Q`Ey>W<@Rh<`$d{|F( z-`m-%I!BkBDH2fJ?HPqn%o?@&DlYa#^x)IE>8)qh{QIX%dZD?VD9a=SI18&V^)~cR z8Vs_cYD-69CFns>Ou!dJwE^Y?rg{bhV)+*x|13WQi4c|b6vH`EiEX7)lcFN*{C%g_ zX^={6{PjA0@=NR@>EE3FPpr`#ke+k>b+NEwY2{-|u>ewbOpC_==m*<;Zs9DI<8fjd zG54K4ufFg@vEOCxu_lEt@RnY`(kVjEfI$b9REu4jLu1(V8lhQ&Gw^XVp@a$HL$sK` z8A5TjzFO5~6h)vb8Doj*dVO^Ej4yH|NV)*;0_pY@nEQ1=$j$*@P75+VR2oozDp=+e zn;{18O828OTWNzJtJz831BRyxJpk$e&wW%V3mT-19g_AL0#Jis=`t&v^gsqt(XHO! zO4HTvtI%6H;>_viggr1l91-N@y@~%zp1A64uS}~DV$;$^apc8tj*klOW5_7uo#&B( zsNI^Ey6do0th7CLwTW4O(K9#xzS(LSm>shVr5+2IRSE~L0Y@?KENo0`_qa4w;`qEL z;-r*y=f_Jui?ZvJJ{iuqP`>1-&I3n1^$k^{Qn`nIHMFyfK~O$6F5v-a(VcT|RK}6w zM)F&VOHD2aq+6HYm-T7HFp#3EVYGwtT! zkkpvfjDMCQoibi8)Aw{F$ph&Ko;cPL9^bwSG_GX9n^>IsG`UYm|M8%6URf4_z13vY z<5RIiI-Vtd9X3h_9JdxUZit6Ct-P4Y))xxMkg=(WO=lG%5}l`TxSYaK5&;~h#tv1e zxa&-m9tZeF9qzL#d<&*IxuFhO$UEzV z?JTyVsS9U+o``Z0y!u%Z-qy+m#>cDb{H?YBtsVcQ4CN`ojWftAPKHOPDrYY->kMm* z)t~?_n{`%4&!dqp%T-4+sb<|6>fKBoB#z&D{JUYM({H{r8OMlQFNP690{DC{t))^n zw=hqk6Kdm*1IZ>GKM|5e^3|hgp*?l}G+OBB*6Xa@S*1)p*xSreMuqUywjZ}-{V6fr za~{(6#mu89>5dK66?8kSQ-Y=e%dqb^Bn6S6M6yv2-0e1=CBrRK2;=Sgp@b`Rb%qF-GO&|xEncggkY@`yy804UylE>FMlZs-y^elHqXx%l=vR! ztZ14GOT8ez`U7j0dh4XU&3Ck-^tg7J%~9B*)paY*@8f7zr2J-?i}i?yY4HN;WeVUH zh|kCrUg+NHb-3hWVW-s~K;`tUPSgGTV8;hh8|=if@69JNlAX46Y3969 zQkWjTG)vf|Vh*=AF9&m)GN*(VS>g{|^p-lm=l*-oar~Er!S>`GB!|3Wf5$z3tkd`6 zRMx@mRNs`jWqvZ&B6RPs-rS}I-&8J>Jgu+y#ivw_dCDEv0jOHpkpDGoxl5{TD;a5J zZ@tNobtLZz2JYHRgYGn)=649nyiDVkj`DSGZy>I-JbRNJZllBai{+qtSgJAmp~ofn z!Rd-4$TB^$i3Uh;?B)02w1p6A$*9*ARSumy0Z}k|->h}s%Se3K- zY=dwYb*fpy3wB5zf5m+IA{-OIm#JG3l;FP{^Lbge+tyA9AOge{c78oTvqbco0CX@M{5GC4H^=#uQFHYEePSHaGD&EQJsoll>+-6)REa;lboJUs@x~` zjZ*p!)B={z-2ja(hUn~y4UA!zEQ+mCV+*Kg>rTYSp}FzRzBcz#)YobF8ZfsWLIKLoN zVZT3U4-Z2jkk`Qf&*cS;?$;tI&4K-u{rxIw(xQUr`q`Kd3vnLzV|Td2aI;F&Htfxs z{6b&2O_+B^wS8(Gq<-s+1_mJot38 ze{>V}IM@=m#@4NiE~)wSA)06RvXz6G{W@l|IxM3L3MHk=_m+J+EZeY0?QWyXLlUS< zy^pNs56gRtMs|{p$!96N+7LNH64_`^dpKY)Bmb|e8RCYObE#JWV2jn6FI3?+J!)-a6;=9FPPHuwV)xF7#Sw{|e z(d8A?ZYR3K1KC6NQ5WIFqe&}#gI3=6Mz7&b!e64!&)Fz225j%4I(M`aA{OH0v%9`b zz&w;qG>oHu=I*USnMLIcu00Emy5vfM>yPTaL)FCw1C9KC4JQL&hrMiHR$9;LbYzjJ z1q*jkc3tOat<#4$mgZI~O=VX$pneQ`J28qMHiLjG!z^zH_^9|iF$E8lQ4cF1q9 z@AtMg$q)l(ZE`i|$V>}L<3Z}tJ*03uYv``07m7f&GGM=Znwdwf%zLf2$U#?ZY zo&oRujUk~x6G%R!*d-GaK+RMpm7bxkGmJOAafxKh@&C71`)ld$hV74k`W^u`|hvu@Vr6D9XoGb4DFL(Vn}XVU000>0L`oO+|1{BNosH)S6;OT z)s-kiF0Rp2lyP1N4M~*|Bfz=rsm%2oaz?qgyIrw8FQC=~-rVDI8`~zE`j>|?rf%?$aC+-Tv){LBGAVTmov6=$?>AJG8PG?KqEK zvigpcL;PPrJ$mFBcfRG^T$H1$XS_Y`El9ks;;LKw%l zUO1LDzFfz4$O3zWpVW@Ly{8rf8Pq z-MYGkGWJ*lhBqd*77>w%;lKQ)Xntm9`usUo(ELm3l}Va`G-DyJRe$Nw*k7-lprh2x z-zA5H^GzS`pyDUzQ8Zg?RoDAj&e|(Sx2Yzr{1j~skJ*LF3LAR5)#(pp!RNzK5qxKB zFsHj%Kx^giV2UW4qWK>{_05dWYg#S&x$7NH5x9-_KU{t9Jg4{zpUy2u<$HQM=AEqN zBfKAbxQgo3wzGiRHsEr;}F_@UrLcPrHS1OIzhI+}By* zM^uRWSB-6Xx`1#^2j6_n2e{sGjdGfqpDlN-Vqce6Tk$%$n~j~t86dBG9!o^hMa7_G z(9y)N#%>~vxGHo8Bh1hI0i@|jH|2Oif~_kN5@}tNeO!?@!AJJXbC+|1Jpd~HiJw0o zJYV{*`nyp40N0{->Km*kL}!)iaE$H18@f)FuJma#*LAD4OSwvE#e;s}Ti9f?J5~9| zQy7JjD*m-DSGp!*jWl>2?^I!9SY6@aIBIcnd!9%Q38G@BcXn^oiI&zLBa`jSGp*pp zOuiVF^~SJ9!QbH#r;kcmyVe(3^=0!Dm+BeK?I8NPHfr8_bEvjOGZz$c2L(p;9@%FE-)nE((tGoUYmi!9eQ|R8TGyoD z4eU)qVEFu7o+cpkdAhTd{M!rHzp$6USE%{&+NUL3am*D@4XQCM@X?@lzMR!wPOA)` z_BrxZ?F|0H*aY^O8~rAadEe+aAxxK2-$CACEVJT)^4GA2ezY&j;Exj39Sm<_FPK~2 zXEuewkJ;bi`d-$cX?X4W;1wP;_x9(o2e(Ds(XUDEW4Z@`aob8+vx_Z1{pnka+4rBs zga1I3<2Le~8W{sTqLVybUtuyhIb`>O0Pw)|3y(jwdxqxyI2(T6@DXJt%MbT*G9ZbJ zR!ZJQCR_8!alNM`x5GNXNFkOIZD7Jc&mv~{%(O(x@A<8N&9ibvEYdkW*$%x%;3N+fIX z6nmJ{QZ*1U$nR6rN*!CTp8iKWXQ6==M#e5%qr{3`J9xWZ#B#!jg|70mO>VPAxQ)5n zQiylo$fdqXu@3Tv>GrsH^wDErV|oc=%h&<{uPG)YfzgTg!^+bj+Mh$Z_jjl0@`Y)< z8|t@OPK6C!MywXzho6pPKcX@E%Q;*5gy=*RJpQ`vv?)?T^VE zQw$^A#Rse+kW+WPLa(y(II9>(5fc1y;_&68r!UZxFae{(Vv;vW{bpTR-(AFc)Tb7y zS%)&`-4CZ!j%TPO!yT{X})%kh1jGLxYv} z%GhNY8D_m-#a>QX97&O@O}YcV zQRk=buj(@>;T>%O8tn)3bGY+!VKuueGb2s6;b~vprm65cxMH&JX-N_fms=VuyU87> z^QIwJTmdSgu|x66vl~9wA_lIf7!F|pJZ@~kJ%6x1_gbmweb6Yh1p0b3ksQ3x@4YrYD)m3^}D7XB&PNpEH&pfKJ^*zITFWIY!Z%5Z% zZ(>5H9}2i&1eo29j(#CH54P7zNzDdr>}k0^2Gw-c@zi^tmg68O9E7o)^}I$;V=&(U4oh)O@rt`$ z9J1qXhUcTK@9${3x8$Da%HtoU4koX4hp}9a*wca%sHSYi!_v1Sx(R7y&kgk6%7UIH z(mBHo2J-xBv)?wmzu!@o95%Kze1eZFCZ6A;(YXf6sf`dQ)-Sb(FBQiv2X;c&v)#hE z8`NL?=+!7(pfgCtl&YgO5SKT!!zOKAo}&srmZJ0!{X>9Zzo^yT5y4tm8ghx->VAXG zp>)ZZn^*DS9=BCux!K}mC6{t5bh+y$p5Cg__XU@b!%MN%-NNg@!4R=NL<_aoYt6xG z9CiiEE(oir9goB5Zgfuh=?_&$`}6~jn!>A`G_rQ!U=`ZtXS<;KXZ_);t!~JWBD2Vd`O+XJwT^pzg!`yFb<1yb zJM=63F*VtOOf-D>{@N*-f-_>|Z`LTh`xuy zXo$qpc$({VM|Ist^hyYVQ|HxGq6HUF8jFD1X2?Xyje;u6m<`rFx`PcB&bT{WFLMhF z-*l%pH+Q+WXBfYon~YWm56lr25olfbxaq(E_}aKBilBr5G*^q&4RtuCIlkNCw@ZAz zr4qVT&;r)sZb1q@vM*v3#o(&7uc$w?BDQ_4Ll|_|XrfV1_3zbWJ?VwPFGx=IW~lC2 znf8bRdQ79c-&zU4aefr(dl*SYU!i$YpRt$UQf{B#>^k;0N4R@RBjWsA6gQS{>E1?5 zSD>Nr(4cNd;o7sivb1V?seE&&+{osy#0U*+{*(LDkz{JMiYro!D2Pu$;lx{f!rJj; zLfvY4cEm_i%94z2jp`tAlV>gmnVOD%$gjrQM#WXNlFknPQaM+BycBx}b)^+Xip0p$ z8Ej|St?imE7MGIcRr~k-l^`x9t85ayc ztu)%9dJf~!s(f!#G*pS!Dz?^Mx6(i(nf%CBAB9;8toeZv3XrW3%B(gQHMki>I7{1c z(~z!#KReYpQnu}fRE!h(xg6!?K(!XWI)lxYyx6Sbj&Pu!zaXW-k3R9iE5fQ|=Ws|n z?>q5faZ!GwGx_Y!+Ly;R)7Ihv*GD;1)C|?_v6!UjmTxmc9g*03`ffR>Hm!Dxvvpy- z6M1JFtxLGYAGJB+m~cRas2)Tuj1SfVu3c8!a}H*R|8E{r#p?Dixjly+St*Q^4=YiN ze>~|2Ciq8Ax55)Cc4vI=ga?@j^QY(K`-y)%Z}(F$T@39e|BYLcA#%vf0Wa2t%1o46 zLK9yaE$cr@UYIxB*{k}cq5Br>lyXL+==)WKRh104t#gASKEy6k#Vhy_P9k|cv>2E&@{*OrY8 zjj8<&XsRU*z(F52amMQ)@$<8>LHE)jBM$VA?@#0U8jmAv-YAH$ytG6u7)gCbC~I5` zE0J5J+#fTLjdEdrQ7{;-wKxW5xlfOE5aC6LUR*R&H^J7r0d-1W-zRQQEE3f`gQ_Ca zS)(wV;xz*V{({bM7M~~_} z(@`srdX8EyTkH_t9%H_&dg`L-&Bx8(Y`M03>XPae4jx^5roXQ|8aYDt)D_g5&zwi; zN>FHcaTzwsGxPr

Km)AT_oX7Z(Se=a|e@NQ{-eyo)8dy5+|? z@upwC)2u(Mwp%xz?g*Lc7;ISmP=`b@&ls-L`o-zQ=ubTo**qgyr}drF{`2HX4z&%^ z*79H`bi}X*{djoU53TgMXY#&OV#_{*6eJfPXidISc!>JmrTrZa8@WwVMsZkvmU^yk zd2(@Ba-SC+78~%>4YYs~`fGrzk(DKpy(6eNEGX}Sp-h(kYn1&EP*!RisGY32B&|tD zhb84)&B{^ziyimxn(nV5HAPc~V0~%0PkZW~vw)KG*Fa-6YjrHUK>ti2xus9|?@wY= z_YDP<4Sx;0_o^3=)irYjo`@ z=G|E5y+qK%0?!lT>bpN6x*J^w3^PS+t0T#>*HIMO!y|#PA~_yS-vDe*z3m{)nMD1n z$CMMzm$;|}m!aHOiIFRXuxIHFlk^R?K-N+c%OqYE+QvEt~`|CPE$zcAx z+~{Ziqr1XJidz^xmKO;_(RsNWYz`Z|y;7onao&Jty9EEM3#;=IVAA-0-8-N72KS-( zMU-vxKBCi!K_ZJI*8K~lqN=)ev2xf_SA*`$t`ok7=pVn$GYg64j^Qk^_ben_us1eD z;;;(|1w_`?O!=7-BZHiAWjIsu7rygshb|87aC1*}J8XTNb)8B$T8DyGqEpaP2CgSb zkzY^+>kgRr5sMBIJNa}U;OLt^5po98fQ>6;9ke9i78K74hI|iUbK@XbD&@XkJUH?v zuNC1Du8HDRaP!cPAFD0f<@1HWrk0Oa)f8kyjYfNMb0(5OB(2I__nO*nEyh56ZH*6q zC9X{x$ant6Ols-pB=&|q%;QBFrkVcOE;Ad8yS~is&+5PNrR=(rb3DKJXmNh!UU{mL zS%&-dLG2_RuJXr!s$DjVO&rn7-<3PKsn^(<_2Jl)U>C-#$u=zrcpsp(~fv`Ry8 zHWI$}?1{ll{UjhPSc%H61QmQhInr7mtl9HdgF7_cIMy8>|7BaG7VW!gf0tY_+EO<$u(! zJHwl!_ZNw5TskAxGm`(6plbbK4sNDol`ry-=mrhq z|3~23YI8{IMx^(KKJD4vtI)IgKOcS1k3!s2b$0Ry(?+Zo!|?P7`?iMIs9`cQ>nG)p zP!^evE|P8-V$ZbsVE;xf^VAo{c<-ped6PF=M>2SR;^e2vJnOnn#-OM-E{l= z+Ij^y=_l|pHFGqpl#fAr%fO|Q`utA%DTMbf zZ%6G{=62Di0p$nx71cNWwJ6+*enH1XP2%p;>}=9!WCj}ygz>%}w&?RndO+>7hZvU5 z5RA7ZY^)qa#N^PPq9)P&OHHpG87qW9bgqXq_9i*IG931%lcHSpZq^cl z3nsUGmNz}6?u6htyt6JXbd52o5Exh*IED)$G**uS?7w5gZ{!s%Cw)h%?W9v1SQ?;aUKQVr*ozw@r|x3I#^-JLthP>8=-e{rI#z>mSu^fQaxqi$ef zF|$((muO+T#Ex~Df!s=;Na2mz#`$fD)Fd{&PlxXMI(K2kG>q!H{bC_7x(9C&sg#_y zyieQC5A{kj)0l75+;1~k&m$PO&gSBQ;2`LDICUYkF%Oh>M&GY3GwQ1LAMN<`4aeSJ z<^Fj%oz26iin@EBAPuL@zmv!2Zz&H`G(L}YH9q=xIL(xaHH{sg8=5W>er`wyjwiCV z{CMQeod*F(f*3%C5i$$P*bR!X8jL<2od?{wdiWO)Rvo(z`;Ji)=CzTK+BK~}^SaY(^x$1O~O`RK$<)H?F<4-^&gv!S5b#uvFv24duc ztJN(|ru)lYY}u2<3IjpUX>c2X6n@!IT5mxu`GH@qh%dh1GnZ1HPQlt+45JF`+wAUl zs9;)!>G|{xo#7{-c;2|WJq(K;6A{|4M;299G?yT@LXOJ0-IR?RZ@SE8ecuhl=GF0Q zk3yn=c_als@HC7b)3X;6!G=fsxi#bc%FdSxWgO+_8AI?}Jqk;$FGp?R~ zlaBd0SuKUb^b*i}>)^LXd(~zbX!I3cAHI8;3|zi?%Ka7x-*})9GurvIa98&dg;Iak z`G|tPsBsCdt~+Ss$La9A+v5Lif88Tu2QK&I)3_DRZ)Ao4{%EE}|{ zYB3D?KsXI1-BU<2k_Y3tCf-y72?^D?8y6Yqga3-FsqR4SmPO+F*>AS$^(Hs)<-|O% z4|!WOkeltrPt#Yc+rgC5&FI@DtiIWoxPG$72cRQr6vIOBey&s?cj_NR97Nxu9J>8` zTawr9i3;$=1KR#W3n=%pgrD~a5uT_o1cX7-rtMT>{+^jB!VQe<9Fep;USCg z%f3?Ybpam>1-_qGtQp%)&qOT+(4M67Q`Vl$wl16&*y9x>0~o)(NCN=UVJE?_uNG}8 zheW(*IkcgFo}Vb-rYz}EnHW>Y-n@(rdtbjVSgh%xm<3*>aF8LVe6iaWT_RUXK1kkw6x@tpnqDBb=ZUfitkBYl#HAXZxJZRe2h> z0bm@V>x8(_i%_UD{kTSYH$b zS3S^^_FU&80sYe_NE8S_jvi0xt9AqF7}eG-W#<}@sWl|@4vI<>J1aXYD>JLxku#x} zN1bwdKii7*YF(PrVDvMwKaycto83k*%pR$lXx8os3ZRr+i|0yQiognq?fvTeu+2(8 zIu9)gOO&NgPu>SnVtj_6knP_VR4u7Hf$#~W=_eybfsUb9fwUn5h*{1{jZ=K$fvi0g z`x!1~c(1&{zp_~RU)LK{`%^q<`=WnoiU&@A>65U*yP??rU1xa0+L$?7_@eCIcbi0# z+UOXVYyf{4`sT(P>pP((O{bbZ8g?FWyQQ!x+jg;zQSSQb##*CLcKe)Q{^T}Y6G_7m z^~{4p`#4f@eFH(TMZ}>h#Nq4{st^b+V$?AV(YS^}(6TbaV zJ9<63c#))BRsT8JHvVT#bz6&7O++nF*)?4n;0ZObUJu&*bf2Dh`3KpP5; zj%;-^dT+dEB4anv`4!nxy&xk7Ysha~uwjX?Wo*!9E8uf0)+=0b7TE z4+{@H0maPFGFcDqdhj#8=Oho&+Hc*akouk^LyT_C8cNc;CK6QFgos%OvtK$PV)eg(bdk$)#h;aQ|el;GTOLA!=PLq08bt zX8`py$}lj_$T5H_4AM{Z0wPw&3vd_)0gc~q>bVh*1W99V5@C#A@{y`vkpwhBTHJG> zuxKp->?>L~{WP!D_g4cAV!4=#y|_ z?A+N4e|}chVtxU680ze7O$R{m->`Xd3FeUJ2-iA@iJ;fZOFNzMi2I+mg5TzvI)6HT z`dI5{zM(%X92gt$)@$EROp8G4`PmIq(Af`WAq~YF$f+5Z~?G-`0_s*nW?8zE%;#JWUmhy>bZ4TXW0d*TI%ZJQEK zp7gQ_FJintXLd}9_~zdDJ=h-G^+01j=6GPl1?#C1M{>+4?Wzgp-17er0JtgYRQfO7 zOgWW-5WLjfCu~J3^HC8G_m8?zDa|M6egv${GOO-#DyV9q*}M|0PFxh*?jK_u-dPH0 zzKt0dWg1n#D)`DNt-F;A^K-%h^|mpV7Jfxkz}LT_WsLXNVP0p-gp1`PJ}MaAF%{WW zCwU^Vm?H$^+V&uSz9t1m3|)3Zr28W=@M5AQR|6T)U5~IK?HNh%cZg7?PSxJuaK{A7Mj+s@f!kNR4|5irS$>Z^ca?I2ZnrO*H|He3}0=Av8R|Dj(_xb@`58 zLz?6+t6J|;=|>eR$-G7DFT`CrxZ~C^Z(c80sP&RpTMi6JRuuO$yyw5Zqa}6gY|gfZ z*A!r4Gq#c81iX9}w0571BApL#*9kJ5idTfs6p3S7a}2UW59#nrRl>$%S8TmxM7HR3 zBrmZmU?~AxajC|^W-9FtS3S@UX2lYj=*lVaorvGj*PpPo1Qe~qe>HkJ-S?PLX!$$E z7!E3~BliMQq8KWx&A@#xju5-WQZ@>;O-)SdL*|U$ToNJA#KPa-GX|APtw}Hxo4sWm ze~2)odHihq&QydjT!U=Xgs8vS*9Pwyqk_|$Uuhj*VVd7_@oDfxqPd`ZTLRbjPWw6p z@S96Q;X$moxRi>{ME8cw{K56%ryXIoq+Z8UX@jE!sDH2m9mZF}*$9 z1-*Mc>z&rY6z2A#4LU5ps{MI=_h?A)=f~9Z1ohLoO5kUX0G5(8?!3Te%ZFBYLYa+b zwKV!hgQvxCnfFMP#A?AIXzrQ1x^DZ&QBm!{f$@@HcwE*G0=Nw~ zJ%$bdymZ=alj4azUoeLBYOSr0LFHyVb2~c(^JsLEmko~ysSlfXI%1}Mnugn+TVr3gM9BppiL zJY&+a^D$j|n+?CcWBj^KRQ5#5KcJ2tncr)D@yMn{_Izv53O@*bLW!KHLWthL31Ozn qm6-IU=*v`zSaDRsX1sxEakybWpT&|N1Qxx)XC{CACXx64-TwmhOpb2= literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_13/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_13/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..2022430cd895690a702694ce777d343f85340f72 GIT binary patch literal 11415 zcmaiZ1yEeUwrzq2hY(zb;10pv3Ber(hv4oGgAA_09fAi5Fu~p3f(;hj-5H#pcklgm z-+%wV_fOUCvumF|RjYRI?!BrPAo|^#e?0IfImr6B!^?x(QNa;#a8Z_#t2!!EZ)7PN zP~beI`+fGxk+%O5v!w5WNZcI0zK|HXxHR{H5TPsoVs~_Gq01Wo3P~5S0~kHQ*;1AMZWqpQ z1F$)kq|t#-#?2D<*on{qVRXGSqv8D$tO#XUh>0qQqsGIyQj|5?v+7d=Q7yJ+5b<9T z>t8xFOi)MnzK=b+!Vv0GwVD(OeeGJekSgI4!r`v8PsY<^5xn{Gw5EoqjL2`fkO^2O|X$(Rf@kg<14??4Y1PeSk`Fmh?I|unr zfK_&APXJPMDd`S<=}Z~Rj3(Y?;k`sZWe!-b^00^H!H*&BVUyxXCE4Wp#MiP+2eON5 zQdW{sp3kmLn`(^2g$$>+BSx{&E5X%$NK*8&Js&beXS5*-Px-)7PnPYh7@eppm`RJ@ z#=u=TXlR$Izuex#f1Bz1zR=$mOiFj>`R7GkSYfx1H2{ESR97+^vz+F1yqkz<93}Lr z#C!(D!qrFrmGEpry?gA~)d-Pbo_JhmrNy7W89&e)#DC@p=B03+=KzFH(I7P&&z6R< z4Xhx`K39HLvYEwa#%#3h{P5d$6%|aF#FX-qCUP2e;8qYX%e{I zupG7SQ@YEMWt52Ga6GX8t$CQ-PN{Y6whxhifyXWKkt>5_VR6W3INV0EyQ(geIgNl@ zOt;Uf^fr{pSUFx^xcTIjriqQu*7^>f$?3nikqs=KHaQuE!wseo7ZIh10j&hVH?{gh3Z!>)6tN^dW zR;mEvalV(|^Ydi(3wH(4*4owDYR_2+(R|eZ?8)A>z02d>FvS+3-7v)w0rc$2-z_vv zPA4h(2+LLz9Nf^hqfd`gw=+*4N&5K9vRRKu*X>H{UQzz^PJp(3u{A8>W}D6=_}^jL zpWaE(Hd))%B5ud&OkV5pth!xA-K&3u35&RqtYgJ>O}|0^FIQIAG!dF!#7%1*`(IsP z5jVbdthBCa0`$MS;Zd`AfID16=s>g=U>szVjhd=XIspm0W~0%$jOXi?6!MaQhU;*7n=HT-8b5ynoJc z+tih7{TQQju>~}@1?$Q?a@|56?Ki0#PgbLFQis;$&>K&Vj_fc?W}eJu1_q+C#N~Cv zsqwqtoq0h*uZl48@Ot(kWX!nQpNFe&u}-afnwK_VDSF9y7#z#Ep8`872FLteghHck59{d=f`e#7D?t6T~{xH zEjj7_WI~e-LVmu>Oy>n_v)eGuuU*ke;`5%bb8kL)vHnPDjsEO%G5e!;^h(TRve_4S zJ1Vx}a(>r8GeDj9X9%#HX0*XDV5Tw9QI@*GVflYI{Q+6xpm^&{40w^ z(E_rvVqO?t$&uTk?ZJ2QP<@Qjd3atvu=c=jx{H{XxrgpLV^F#rPo5;S%rk1lJYxZR zAmbHJzIgI@`dPH6sIqCY;|OCm0;n=rf!UnY4zX_jPpcLxmnahjD_*;ni$?sZ;*x)M z=AmXpo84^r{cGd!dc@>XYpZFxTZlE5kqRo)Jk;o>fGTr8?{$^#g}9ULFyPFS8h}5L zvEt_15-YIvaV1+wEeE%7mPk-7$CSNw%3pQFieAR_VpAwtf;k`^sTuep%10k=_QRE; z)MWwd;nMAZ^cH8K z;}P2rS1|nN%4gn~`SnD(&2B)5rQC3viv=X($&8p6%1qZnOfmlDrKCI6XNV(Vp?v!D zgs1GkF#ZE>r(6YU@e4W+PVozc!C`gV{62$P(U*ixWm&mr)kCa;S-{^9a?hH&n)El8 zHIei;$OliCoXXxD(orA&&a^^hxREInjZh0negMo{T<~$zFl_+V%JEv$KQOb`eSB;uj~j;un?wWFyUt$q$?hQhy=1y{rO! ze&H8#j)bAGF@<044>)(TUp3vyFP=L-!C<<{iH@pOW1r$HHdU%TcoGc>Y3S$q_Dy~X zsD~YFptx6^W3Q)woDL~nzn@`-aU6J5n9@ue;C17IMcDWD(eoE+Z+Of6sWoQ z@N*6;RB*=u<3KuX66=cG^drVE-{)n>Vva1jZSkRH71J7LcTbI5 ze-kL>+qck978pF!*jo^C{~RyH;2Wvtf@rQmIWokTTxdmq?|c}Nq>9;J<*E`U0N!E@ z_s<7_+c)I~FISgg;bVmm-&sCxSoUZXI{fUP3g}=e@slD}j$#qK+@T|A(@^f&)|6a}M1+FF;^x zW1ljzo}o}lkleT;AhC!1Ru8dZPPq*yfPLO?U{+q|?NqnY+5>lmjuKDK$M)*>rE8+1 z+{I3g#)pq!1y|XHh73hCSJd8=z>Q+0<0U#51NY873zw$ z@jH^n>;}u66wnMqs12$EVop$Sgg&@D&lzI9!7N5Ihk8hMZ%qCiu;3s8U&mI2ERKc; zp=zobtePLb{P%}}WBYk$ z0p5v^)u$~@udU?BHnpqFpIbq2r@vA6Vk-)jpnSqB6pnMgo_nf!rL1_8mY!j| zjmgBrin^rrw7*sSQq#0EbT!Ts0N;-iz>MemQ`~tZp9w0#^yvOD)uKDVX}lcj-?}-PD}Exg_dp7r zH0fzNg_RQ1WQZi%yc0M3k0yhv>0NzHkXnj+_p1hiNu zMuGfvHSN@j-OhS8>p&IZ5ucpmA$WUfw}ru#N>mrDPzBWZto$uf>=E=lEw+6m0aB$-qusHPc!4= zrVXa0VU0vX^S8b#SddG?$83#gwiKdwc=t_7Ux|9&3YpLgBRJ1JN~kK7YOrjUw-xB< zRM5N{0b_m=6OMD}B39TP>g{m$rR|S~K2)&%h1m9Qh!w~GhSv<+(?3(Yv+KY|JID?y z_3UKi&O>5At905GjRE*feVV2K6hG+cV3AmIT%~4BW`; zGsl-XVICwzjd*5`e!p8*1`TOB(VBHYdU?UN9m2LH$gM=%bEUA_L*AUXRUZ2!-G(zr z`W|_%Rwp@3x^2JR2HwH=!%=cgSUV4W8p80E7d6&i&qnYO;%n!58aV~tlx+96Eg4s9Ur0EYI#QgN&2bf3cU3XqFAF-PBQ`Kr z@-<=qsj-<3{Lzmg<|5v)xArTbYXl_24Y5`2iNu&_`8HkRPwKraeHzp1r-ULZR(Z-s+!#DodzP5n*IjGrc zuZ3*!j=#c+P@hKhqEsDpr!cGARDmpG7L_sCSYL$)?7W}?a1Ocz0t?2t^+3%vQd2Nwi!l1GjtzBH( zR~M>=LlX|(v0qrGZl7|aPSrWvkITGlfQ~on_rQC?-4zQMt>1~VT5~#1h2k+kXXX$^ zxX{vf1U>U9$^RiUk?qGxw|=bCn?`7GSYto<^Jf(fahC2H8zdRCqlqXn_CWZ!xZy88B3n2rj|9g8xRDiBMx91$PWeMU z%aUbgagcS;ru_3k+9~Vqd9#)GQkI8Q#SP-~w)Jim_O#x~=!D_hfZFMQdYxtW_dtR~S46 zf3y%_#0sW^9I>)YvTBl!Qh@(I|3K`#S3OyE^5> z#7+j9c=&EOtMRP4@hI;WQ=28{p59+QtuiCfaC<)L^RW;6EnxumcpNC{L32&+SNR+> zIvVTikak3RkyVQ${R@*`A(yN5$BoeMUh_9u5@@XShI)^ERRo}=m@KmX{S5_WWI_Xl)f)I^y~$ z^9UhIi#{&pJH1bGsL`FI3bjukQJaKV@Xwb}m@)n;t{H`OlhOm4*8GkPu>KO)O)e7G_`$f&hkdpcCb zo2;x*%5BI9%fOfn0|PQ9d>`YLBg5q<^&S^-vQDYyU4x(-D{5EXEI!Mov|gIJ&p+wk+%J1S*1!d=9*Ka+FQI30S=cNed+4GMx75SM&wK6Zgm2__MOXJ7ywQ`Xk+?7q z4y9dk)qk&7#53m3Xt!apTtB@{XZy3i(&v{7OUvVglAVsTvggbIZC_kFOod9@bVLGb z{1-Vp#Ah6EcR}I)dGeB3gyJv36lblB*#bM;DUnOre~f!t3|VPw?vYDnlf;MnPVDJm ztp)M_0}HkQZe!GDkrww`H92W?(gNfa4_emzOeeX@oJNkMM9Jo@io{1)8_|e0YU77v zt-LpxXG;2#s|8>7LNh>jpIa#7-z7I9A25M$0P#BXSZ&z)1Q~#W`*q( z5c5`D9Xg{!s(-Pue-bmspZ_lVvd*;5xF*hnF94Q~_e-ztSEplYSN67fwp0xz8hmRy z3qpc^+a=;JzV~+A$nmzcSG6-o{r_NrEi|*PbNM@qZo|ub%@~JGG`5x zsU7K`7|9c7OmvBwBGL@oG~Yuktg>D1MHCG#op; ziE+)2KhA_9tDG8RhtGg*n3($*b8vAd&%@W^oS${;*_X$zZ==ao4) zQhE#Fx8GfK-)Z^~jejej^W}F6$%q7qF}r?Aw|1~4ui8yON$KazjbiYko4r5H%T%iN z&VWyjB`*X0p*@E|qxn5QE1v^b&ZJJ99`91cm=5gbM^Qp-zmKe5yU@1ufFSrOB{%!R z&5tCQrRGY0w82U=@c+*wbLlPl2kX*9CxYew9zO$KCCpCcPOA%dRg1qK3D9vTa*39W z6NlTTZ#GW-Su9gC=i{!MYY%TeJDH-fg^(wh^VEWG8=IRsNVf0JcG^Ij4jhhT))zG^ z*%s?s1%ul!l9`0Gyk*YSAn3Z5=0&%6o?my4=F~m!yYpFHD8B6OF<4n)y6xf^Sg5k z@uL|&)OUWyDb}?`!{3efQhtME3&pz=OJS|pB<C@jWcdc>IzZ?`MqDsTWQ21j_>4OA#xdiVc&B zbDsYiS-+JvLAy!#?=CS~X4g9D!gb{Y7pxLZNgy2t)4$b=OL`Af9pUq5qb$49JYp&^ z(5EkS1XZODC6ja3LT0|j#e(l^DMVr4r6v5MivA5>{_(^Ij=kSWk~0nFawH9 zcQX{yAXpMJt8*JoQ(>*XI-)#dZo0!`xAAI0pC+a_U){E! zC;{Xi$9Jeo@Q+7xv=;3A81SK=a2=TUxa3goX*y-(mB9UMf>pyfIF+9DHPJJqD1+Qb z8Wt(gGE!a~3_C@ANwo*^FKe!h*_ahAozfu293|i5%L2U{&Mfzd3qa>B1_LkjY`^Vd z^`e5dR_Uc`>DYcQrbPY^=L^(%%3P`O*j&(*Woh5sbfPi&kdu{UyBaaRF_>hwv#oU#0s!qyLfEyaHzPma-NwMvchuyL$-B#Flcx`+O8FoIEO4k5KZEHF2fz4`lQU8x%t zAiZX^vxeD0MWL9v1b{45fMN8vJ8EXZQMOHfZnr)pBp%V;m{prKsQD9cL1~15AsTn+ zoL;8>*F!Hyhc29hAx*auasM8w1fu@0ZvtNOH~mZenWFFTNA7LrNhrR#^iTQ8{_Rli z=g?VyN*@gI1h}#f&FyuU)|~EcTv{a6M&4kPGBz~hRmX4 zZ56zyIJrL4rGIE=^|+wN+i`+%Al_Nv9m*0qRqp;29BEN(hkh$$k8%xFxoIgj!wkl@Ai~fsL!k zSX!x1Q!+dDtCwo>Pbd?>}D)*ZbZDb04*=vBvDM00x@X`sd zl5jdbnKpuzUU_X0TS<6Y)zhjQmZQOadj|Px%O&Tx(b<%|?rY;3_t~g}{E82>E8w!f z;|#crNi_Pjdpaer|JwLqD%`J=pUPA2Tl~`wVT)PVht08Sw9;8 z)ewgX8fXq$I{=|b%MerE$r8HoPQ({qTQ?t%QRM5iq6_7`Avk~UW$ObnS*w^BPfVdt@eBqs%-KoL7&ChRQP{$Z7*zJW;nep(m;@90t3R zbS>DPq9qASbpI7p^O9NpC7iO?*HHf4Uv+)(-b`N<;z`f&KOKEu!1)i=6dIh>-j%pQ zw8jCRz5pRY1-a8ghfcaDK11aviqZmwg;{S%dFBDfXcM}`y-RQ6>aCs`2;Dy3)n3a; zp8TkO#t&b1KX>HDpr+G!Z0ev|3D z-nPCFAyaDc;(jvrFPP2 z3Y0gi3G2O+>Ow+s(~OW6`V_-PiJK5;Q($V;A;pN#;3@HB_KZ0Fj=5Wt#-v6JpPV|) zxj&(4`VKK}R~}n%VHZAcUYim#ND@K9#j=+Lh~E|eq7)|3j#zL;1H1VOqH8vEq(*rG zy%kww`mW^YRXJg{V*t_ogEzMlO`7Dvb_~&<3y3M+R;v=%4rlaWX`;1I_r@-Cxn77? zBnX$(Ev(H~CCbt?@kC^3j3RXA#SVb$QI1ewP%pBi0(th`Q&ow8$ViU`oPyI1w->Ci zC(mLocw^ApK3g>#yOl?c0d6-|^H{Z<5n(fnze48$)7=B$G!sbgD<&ToHhPEHR2|4Nb`3Fr5Dg35cXL8T!@5FQtN1Z#$)|3M{=F zlbEbHFse0F#HVeC)4=B%wToz^2rEhJ`yH|POTEu)^S)~h_HT>nuvRdtO`*HI^29pFe!pm>J8$kdk z9?iq9K(5bLL1Ww}q_SB8$k>1OZKPH;0Sn=|^|`q%FRkO4Bm4KW<*|C9M|CAcf5LBj zVkqTV7#JpYA&m}lB{jRlCSZ<_38A?|6ev?z;Z|!Jn!%+Mk5-p=ra_)~(-$FyP5C;( zX#t>#L8WFzZ}&s%-})Nq-p`n=`Sz|bENsuSx3?To=Me)P^YEvtr#$nNR!m%9(U0}0 z-v0MQL|R-X@0k0ERhk1(5_;olJfug0`Y~LignjyB$}m%nAdb}wk8UAyuZm&@vEpd2 z*W+)YwIrxVix{Cd$6-A_9+D=)t@$;%D=I*k!w;Lbr4G7E%QakR?HS6^A}r+Q*tf^$ zR@g-NF}EhyUl|DNu;kNbO^Kwk2EqH>BhD0tV5DO9TLqK=(h{55Vox?`1qzLmar?6NOTC(4imZKtepm8`d>Y!Tm?IH z3`~j0ZlSG_>H$V_$NFumU2=DgOQbZ~(eSsu#bTdJJrTxgRpAWCOeEG7-rOGHMa1{5 zNON?AjK(JtJ;$by2;jF~OSg4k&juoi$0mHbZcM|Tr9=+awWR3X|7fMT}7Yh#V}?FR8Nk?%m;gbj6Mj;Mh(F zq7_x!5FU@NcV&Z?>j&<0Gn|K}eG{XBvylMO@vAIjyGRJeUzIi;fA7xtx_^P3O0QjC zm`%cW`-S1OGiD8$HYAb^N45>C;&UV-WyWkeO87(>YC&@{O!^0TC@21>R zIt4HzGGd%rZc?*lnpB_X#P?z5Ly$!4{=DM3bFHBI7f(>RQJ1{CT@X2Ovg9)b)hA<6gLacB~$NV2|{spc z{K&HqqNux6Rs$tfb2nE>1N2M=4M{S^UWuQp8D&OsJsI+sYa76~n{qKs^KtZirc<9( zZ$+-Z8FRChGj}mmsM(Bpb4l_@JhC8$qf9e_pZc-ZGsU-*JGzQE_?lPk{W~fB{Omy( zE-LuEHQc>hB}j@9jg*8Yb%f@LA^}^pAA}zB1G5?3JMCScR~ZIP#D2ss@~GtJi)N0p zuOExq5}8$v6rJPLB9CbBWkS02{m2GXdjKp1U+&<)DOER!nF1KFt)-!ALb%`rf^4st zUph`?@K;`UG{_Xyy>GwHX$YEUJw`Tt+1dmoy|@2CPoK_~^syHC z2~$uyvT$2M1EaijRs}y$ihhagjCbg$#FrYf+$(9pg?R8W0Lo&$bRkxE+X!5KHq^u-!o(PPJB31`A9ngz>DeCh+kP=i4p+#^Z5pwB zWkcz=lhE{Jye^aQWvnZc2w>!@kO2Q3Fj9@0CxYukHwCZG{Fn9gwsvO3!VL>%g!fyn z@rt#X46DognL20s$-lbUC>{L};Elgzi#j1U7GB-ig zAWB=>QPV5bU~}MagJWh&{p93Z$k;{Rq5#&5`S~VV^?irNr`Ye2G+fppVp2(HnpMVr zi26a;!*uzfJ#ZgAh-#9VR1QpVN6v|7(W$uO-+wWd%IW)&Nf1$VsnX9@dMW*fFmtMv z&;8;ck(PgptA{ey$t>IFZW29b2m1h?pT5^>;okf3fL#XWEqtAv7P89=#A1te;*52Y zkF5!stc#RJeS&|x1RJH>%(>}n9IUu__6f{VPX%~P1c-&OQRKH_*hikHD3@B8alXM3 z5s)G(Y!qT9Beg3!A48z~P^?pXlcL;bdSAZ@s08sgLZMEQH|u@dW#OU2ha2x=uT4n* z14uU!z2sKSCD#NXA^)+h%DH8WU^TF2>k&rf>ePEgS8+<)V{M;XyPEs~dt>&5>_4Ow zsvg@Yf+)e~Mp;Mi(E(aZdH9z%%aGSc4*Pv+8I!NH2_01xEPhv{+DC2oNk~#G4(#Gg zFAY6^29TwMmD(`;*?)uXr_^0vh=xS={JAWd^AT_tQ*-m=mY(+RZ;yQ~ z1H8Hx!7>EG2EsHCjgjkeTG-*{yriUt9WxJe(e>+N=%dx`1%RNPqw4Ydy?oL?E_&+b zdpp_`!ox}4v?t2nK0i91q=lKRkJM)mbhzgR;Yz+Pb-Ij=6xv!~o~#4sNU|53TZWm> z{Jn&)Ss33(CwMKqRTJbRzULw!i6EDD0JPJmcdRa%f)X+xiw zAIFdOxJuXd<`PlzvKI9H67q`YX9WXFNks`FHNPDXPz{c;&VXEd)$?8TF1vc%wVPV?QMO6TkHPshgLQ>b+t|6l`bI-}k>352-k)S3YJM7CA4+1NbVH&u8bD`2@(U0jKsI3cp1Z)y z74R-L=Ie(K+^XnpMm_q9ipL#U@Sb*>UoXlRVhw1 zy1F`!tJOs+u`x_IHqi(M^Iiu{y=Qu6T)?SaH1 z=>aSR2fG(%DD2TYNcTC!^kAyz`GA=yT!~S*k(jSO0vH$#ABXdGm9Qr?s6NSDR1>cG zd+G7Ae}Ry90+c`Y<~lwUh?$n=(5(5xBHUw{o?~9QZ+@+mlG7{;47P`BR}?4?WznAe zSW~Op5uluzJQ|+Z8Y3i-&>>U$)sHT9@3+_(^3K&ScA~bnmfw&rn2nOH!_DD*Ha!AT zC!Qdp$elw42{*Uq=@kOhRNB>yVF$;)&pwWhki4lCL7WX#8vj5M%8&1q9~q^x%M=nWdw<5 zfm&%~oH`A0GKAgp;D>`_7!zNmO&Kzd8Krr_{ExFZh74)s_nRx;SUuMOJm2%Ge5;-E zsZkd`>DQSQ#}3ENmG@-VgWGzef)z&F+ARjxO*Bg+;>7di71^umOq_l0d?Po5lZaRr1tXYLCd*QNvur}t*B1xCWvRv;V6)p=a1JMlqH*O3XTma4m1p%sNJY0^{} zETb=4--XvR6Pr5QiHT*)mu)xl)X6zMUkA_Uhf;wuq|=`SPvLpvK0XXuyaMcP_eDG= zOC|qcy>0*MS_XV)ELlHA8yD2DaXXQ1m-l)~XV^lMjIlYNhwb37`kfHzle>$vJ8rFY zH&@G<;oipKyRhZ~cHYgfxmxB)?f{*QL1fSfAMd0p+S~eG`!eVksT=_qKV69V#2L@P zPkjte(Rln9B2pygOp-l8(MLT~jiF{0_Xf9U@7yW*SxofT<37sg2H zKgE(oHS*);S6jG4w$^xMhwrt(bP3_}S$2bWK(8xzH=y z$n^@aDBBrS-+!zu`%hLc{UAyDEL~NTt6{YbZcLjg;6oJ|!sRQdasdd9SyUT((&s??L3WUZG5_d9rlSfG zS~O0j=qv|h4bTpEZ687L-iTWk-^yPfT9@y-Hzb!*$V}XRt0>fT_whnm;tX#Sv1iXtp5CLf{X8;N`=QzX32H~4>7JpZ-U)(9?Qa1 z{0>1CGOuZe7&(cI&dR>W5hkWVmMhh5)|F(MY=zYOgQ{H&xr~FeQKpXW=T&UfqFuVp zm$dySP~oaTQvAKh-(!o$T#j>}BRGh;IOub!-kPHzVcgn=>FM7gn|VKpgX6dH%YMdh zU~dhDE3-+~%CZv+XC8frP<0Ap?{$wI4!j9}>t5QFf3ZtoAuB-YYBefh9zW!Jk@t^$#9NA6Y z4}+AZ*rvO7SSGJvZTCFtss(VATfRX~xgxLthvg9Pj z&^xE?Bk*<;cx!Meq2EK;&|lg5_0w;kSQ6h}DDNUQ(kz*(FOsUS;tPf1i`pmAo1z?< zzXouY2?OsjDW6hLy^rRkPVeD*ddB>3Zd2se-boa8eYcQVTai@1tn8MceRfM^J zc0-`i3`&}tQpe5)Wt|?&&!m1BQixEgw|Ag`D&f->CYpGeNe}9?NYg7o-brHWzfMKV zu%k|}z^#+Teup4I{f_@;qSS0Hn7T&ehwbrg`1PwqZOjP83#}82L{e7u6wB{J+Wz^m z4Lcvv8^l?%zwT7^olQ`Du_(s+8$`52j48+yxT^#Xxg^v&Kb`4}DEG}uTSQbHW}~X} zZ&1JfOKH6;?SHGtzul59-p`tL+4)&w*RKsZNZaHmY-D*02ay)**hbyjv*`csY3Rj< zKb3yk{R4hTuj6m{mW~mUINeCB?X1H{-32CTDYS`&5<4DQ+CAxscCf9HH^4kjL3`G? zD9vsWwwgFej}`MW2x;>xpJFCM(XjaU&<>2VN(YBQ+Zo*=DTGD$yDTjY9ssH1g+XUo z5n(QxlS9+Yx$f|7&Mu)rgx>Jgk=aLuUdo#QV?q>CPk2mGU7LaYE|vco*9Va$lR~sd7=l$>Dc`0eeVb;ZBaP)x!BuJmDm75? zGu@{Fx8Be~HXO6ZIv@dw9RJ~1Bp5WNqxDt>T}fFO8yjL!I$L?+yVzes$JB1&d4)uu zG;T?gZd1(yg|*!+HE7fHGOV3VA($>13^MZEqd z=0o1lV23Nwq1hx@QkGIyyZN81`1J=SJB|w@+$@P{= z^>)H~*o?b5;gHv{-1%lmg7I1(ELW%8nZOv+CguR3t0_S+8m7v&u*#SHG>Q%f=-`P+15MKI#7f71rD zKU&ucj2$QvV8}ZkZ6dOT4n!w#{{j1YI*u?O{QbwvHFbx^fd3EBw2@9mJM#88pYk>^ z`cRC_vC@8RsMNTcJZHX7{6!^s=)gG^3{hZStNjD@UTrDwDOxFdZFQW0J9=Lq{J6(< z^}Z$e&}y&bl_RfnnqJ?1!LSEA)A*AQ z5c!X>!7)PANUlnxZ`_HAnGFN2CM<*8@j&2JcNnbN%h3IHksF{}&SPJ@;)~(Gk3cmq z2E~^WHDp!a5TUL+4S6%>m>6oergWw%nP>17j=sLsuMrc9wJMDm#TSwPs!=c(g{m)M z>EA<1e0nKssaCi&lk1`FzkhadMtj~ul|HU zyK6`7UcQq}yDC{v^{|(}jOc?3dWUFnUBVnR*{$FH+@|2hRoepjvEA6Nf$^*^_?`%5 zYj;*t8|k;s-QC7wBSHzuE|E`z1N`XJ*a=a3IkztH5eca_OXEoMB!tuv00~pKU60A%4$6fww=n&c zKWr0L{>f=KI}zdig0qfg!JChN7m#ZeWB*=A;Xmd>#fLJ-;AvjDNa3g1AI6|W9Nr2a zZCm|rb2glv3L~+%-o$|f=(0}-!fwI6UpjQJP@nXuAi>vNXT5amxPpUB_-rM>bF<}d ziR#zsQJ@`J(57|GJHZoe-yrX|PBcgJH_f)WiB+QsEaUPWLxr4$K#o50o-u{c<&|Rc zL7VfnNF_;WdGwQc&=)BuW3N+lnl({TjY%oon52^_FCq zC%lvN5*#baPNoq^6({dO@jgzZlhR{~=UiRuS?c^&SK&NB7#hc zj<@xBeD!4LYY&FXgYyOkx$7gj{?=mSW3^pZbP?HY1%D99D{;$b-M5G%UNb{U-2pz= z{snWE-9uE_0QY6%knP@;Z*%c9nswItk7SMu2!LPA++(xc&f1| zFb3mO%>adWc3ID^5%!CEi3x67HKI12M)sB@)6hD#{FT;oZG93s=VdC%dk|js$If}? zUf1RL41CvHU8dWoom#A8dnrq?S7DH z6%}jGle+Qsdo1O5quIM(f2y3Xi&7&S8QM3$duIbzc-PKj z7i>zzx?HfIcQ-8hbGYs3A)QPcWlZ4H>K{2Lv6u+qan1Z^n*oTy!JJr^gwKMm4X^oA z@q$>KV_C#iFb@H}m2rvdmwsR4+FacqZ?`3tx&)4un2%E_7H)jk<5@3rM>Nloaz6ky z3i^y3zLEbQ#C9=0aTnVWX%jK?aOysGtIdA$tcWUvT{k*$hmo-^>{P;w@&p}gps$2= z30c&Q$ZT3M5qU~=tmp9E$bSw*ZoMivS^+}8zcPLJH4#DPW%m4$T)1_hcw@Z<`>xSL$1xpa0Cnkcu*pYJ z*Zc5kuaL!0_hABle(L3kp4N*6=ApeZQgH*wrayBwt3(sS;(>X*NU;P$b7FDdufzDs$8`R$@B8)>@8RTU4xgcUX1-|I&MPcvh zD64L+L*STQ2hbN!BvBqWKk^JV$+7(p81wOY9Q1I+EelxY{35(Qfu2ToRk-`mNBjNR3T-~#Ja*|J(lmCLP1p5xHP7nnsji@d$o=-Hw5h%6w9c)b;##N8 zVreHrrws8kwi?0uiQS9yWg~)%4MAsVBf>4op#~48Y5g*IHPhXgM{u%5e(9ugKi;TC+o)zJYEBpixZ))?hTG4JzouEVhawnV_gKG z>HO0dWy5dh_f=)12HVA*Pd}aZp2EW)n)Z@oHfo;(}MV`u(mQ!)ezP=b@*$Y#PXM|Na`};q= z8`jpiEKP>>^z&CnV9MpxH{#cIU=m-j09VLu((IqiSt^FCWqzwXoSj;SEvKdljtIkh zpspM{*KB>Bd|75#PwYg_e#-1TQN{~a#x}Jk_GuzTT3}ri=w)~hCs)kZF&`gJZs2B6 zq;zNZ{oOjpu0Q%jF*kAjf^C7y+-&LA3`TiG{Pg2qGK`R(fFlDm1XRaPl>R%TuaVMU z@@ytU5DX@r5-;}k*z>Y!rVsn})nAf?ZTAXyhpk6!mq#^d;V^A>bMXIf~vHS4%^N} z1Hn$TF(#vYxt}9F#?1goSf_-?+-6Ov@f^FS$0IJ6M226!pqjLmbCXPxvX-KyxvE?1 zs|~6X51@4_ojIW@+Txf!0sO?CF7WxMZG3HKUUhSzCi?2u8rKR{`H$)Oj}+R&=)d&E zebv)U=EuWq!qpKPbSF_>_GQHP&`O1S|J$5p^Ivn8zY~D#mfJh#;Sy+po%D_w1$TG} zYnFlq#2T6mp8%RW-aD18@&it^b#kUosxzK_Mhv$z(cT{efYOIDUu~M#+;kFe@RGgd z0c~fsnTb4zD-Q0QJ=yDuTx;z#?YriCD7Bd_sBXLLiWxV|+Fqz~N?VblS@OO0Lw|xm z?RGv;A})P!Tf8gP|Ccnt?mjKSLp zf_+BfESvO%93CA{_0iiqCqApq2eLgcw#$;YPmesm#zS2XeVzD!W$3Q#LzTqBNWxxy zoS=x?8+&ipPwm2h!Y{BOJG19H+pPC)9^DAmU_u?6`_`A-9R#tuvZ$L~VktDDeBU_( z1qCa%@?Ni-11|@8s9h@u=z2GAU3Jy{=3)f)$?9=$vC|JCaaVtpuQZno38o_@GzPG) zf&n}q@XQL%rc(lGI-=Lttcx=w!LMFRCGW5aQIWV$L}>rh6sEXKI&h%}huTfR?&&3< z=GsAJ?P7azT|H1Wc_2GlPgl5W#N03~0jz9U6G=04TY<@;#yGz2JbYPyn8RW7VtnMb z<1|flGUv;m0ST-~xXCb)w*+bR+PclSFYfUxSXz($a=COo9dzlQr;@1~_~TetHw|~_ z1@Ht$hq^9S2rt_tYuBX_E@zTymuY$S?M%5A434)W4ldjcx^Qq}8+&jJnCJC*_e;jwI(|FaS zT<+Ugh_`Fdk1=W0U;1s-oW45O-f{AANY8rS_6&{1bKKNZ+=pv<-VHv@eLml+edyM* zZ_YbjC!vN}wno#u!j*q7Fqf#Q*9mYnb^0hpmLWZ%Qf_lIm!ij>@RG51@X4*>D%eV2 zd$A$SH2o~(mCEykD1V{e;htf~sGw5ZX)XKl^Z(I?{hdU0F$m!lzs{6yzxh8hvSBT6 z9gOpdMv*J@CS89R5Q}IVaDZ!Gr_mlm*>NoJinTWgNTv<_h%Bm>+v{eO88gaAVoJdL z^St0$GqXyHCLYUARG+uV$w0nDQ=PI~AmVdOJW@%X6jnBcm}x*(kX%KA`!{~L@F^#` zNYfA)C)S;c=ixyQH z7jb#`KR3jqD4R$o?N~b}BT4oWH3E=y8GRRV8%v>&jQ+mZU`i2|j6+C3Pv^5#=65m* ztiaqFFQo%(F5q&&CEtc@V{nj6HJxdjC~62J18yV)(;?RlYgSTIS9h!*D-{bZ zhPPWF{_{?AK^Gl}MkXcJZwvk{mdDtx4WUbV zkx>-SiV|<+GY;!%L6BzUSp1wI#!X$E)lke_{K?4(9C{^<_s(WvrxLMExuuHceq=>% ziVsAYo+L9`c?wg(3%QkF4i9sn=*~Bo1J%LgXo~Y6og)?J@tx%r=dqp9i>-oMcZ;q3 zS`&+{0$b;bt^53=42~OKus9DG0ywJk>}B=TNz!ID~I~7 z%SJ)Ly`qcMxm)x-zJPFv+Wjc>N~k!{r~vD5_wcxoE&cR(@b^arN9RHd8BiWznzO*w z)!Ah}el6qlxRSmDQCm*_KyV*Q%7kVv;W`(OvO1emNsq_B`ga%Xn@!1~7xX_Jn~YzZ zo?TQ?@c^~f6%}5~X_y!O-CH^SN)pRBWK}$HJzC2hZj!?iH}?g@oX25qRKYGhl~C1| zC$yVm2FG|VDs6FBeQe;@v6ILr`sW>6zz|9T&iAi}l5lf*`XPUALYPVBH8oNVWq1j&!pDf2$-RIJ9`WU^*y(eU)0S>{ZcZ8+s5 zcNWVb^d~)?L9z<79(J(kq{){sULkO_W!6W_}ggdn``VS><>C$dZ!;EPek zlDRdk4k?htgE{gIJRiMw$mVjKpdSADBkK!v;0$96_(Ll%>BQEl1dx1`ab+4=K`XUg ze$3?29Eu8BYe=slZ)4G%Y6-WP{E18MEE!pq#~%DWQc#ee7ULM<_NH@*)-8(V{_4cS zy{;<#L<@$^#2XZ=p9PgdK!HsXB;A=T4@|Q!qu^Q&acd~b8xLN1I z2)~(&3N%?VW#-l^1se!fahLqYA|}ZcZ1iJp#E-L5n)vf?4!HmM)L3L*dqAWS_rl|?ViN_vy|kPcF_Xv zNtm&_3ksZtYXV#alMGj)oTjzkJQ&*`{W=klI$XR(Yo2L@L8GZUQPo4f&6n#A9LYgKN(uI9_nx7@WQe=u`be!U?K-5$QJDj`{R_w=P2W}SP@MhNKw^T8=onEa;x{8 z%-Z^?fthd8^F3+PFGndKHtK0RTTV@flfcDcgkkay!}E^NI^rJv`4(3m=4Qk%BX9VQ zzDvaHU6>FXg>$`Lzj=nxofbKi$&TX1<6<%k6F#q0mV88OM;Jqd39YK>jIUlJ{hetJ zt$y3SK^5|kn{eorV3LJ|x_~jze(%{z{?q%~a0MCsj}z#p;t3d8rC2KPxhU)HdxpXB z*<$@O@ng~W?4i#gIVw6n1#LdJk#2mO&(s()U>G5JV3e2MUS4C-bVStnrl`$h7N(npxRw*YfwP#81 z5=qUq-s0~n=^+(z=cV3C+H&nN39PAgQ z*!$~MGc80Lv0M_GAi44DmRzJ*O_>wMQr3XaJ&cMi#UYBT(U|&_rb9;2fPvl?qw?Cm zX-3>>9F(8VF<@|U6}WVoat&Cw`AsW#`~SN1b5+q;YVe1rYX2Xr9iN~lK{`K|4)M&- zyW>5H5ucF|t$4R1QbOoMuYIthLb^W($|~{XlQb1dw7tEH3Y-jazkuK602^Y-FFzL4 zoye1Y))fuxQ4Hr0=ciQ)?L{sb;=yc31jH|hBs>Gn9n~^5c-fW{^TOGTwl+>XI$}@L zA2Z{DP6D|jP53=qAqB;H$RLQPu~}YOw>7bc8vOG&CsOQzy+1C2kM&1nGi7DCZOQ{r z$=_T{-|BWOg_fm!ievCJN)wrT-S?F?qtIX4pIknBZ0d{BgT{6wWJg~%;{@mM=Fz@( z$iZ10eL|$ zk%(?4CDIAj57t|9sUaMs-|({?La|7{1wW>EaYa=JqStA;`P#_wavlTLe2KDOC&F^@ zod=K_2sVb2w_aLsgoI|)as(BOnf>FbwVT4MKJPq0q^13F($pd5^^$|;;Z_JBxLn>e*Gk+{uQ z9?H&dWi}F7Zjs9oyE2Z>&W_HEcSLeK6A7pKow_#FvRa~6_?9&WJ1o1wS5piw-Mb{> zcN#^sK#1o>o*O!GiN9tJ)u^Wi9Tkvc4D)HXi4Azn2wt&ga!!c|4Z<0Tvmbc=Mn4Oh z`RUNVAy9IN{kKH6hkm)i2qp&k`qKUI)Bl+cX8t!W=jrn)G_?HIqoK%?bxJu*U6SD|WCToobz<*} zBv+OhAnu&x`K2>ReWVzxL=Iw*0J>~`&;f?$n!?JJBt+CGntey0JIwgTvu{7m7^X{# zEMbl%z&x(jF@Av^$r;u9{ye9Qj8k&Yy}8k9?gE6YLBjfova-4|nv?epCbL$mtOjny2-{v0=0# zQuu|M0h{(%99lWjv4^4U9Td?<00>zN(! zT*l2O$QLApiCwE3f9mumt(D zNUjlkRr2|#b?bW35iiXU7Nm`(#-$E?cz=d_O07`fyWOR%D@!j@-Q^@CRc|?SFuUr@ zYTTpA4N+jYv b-bM2YGG1PXY)y*3kU1EAkAu&IdH25nkRKAs literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_15/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/AUSOM/Analysis_15/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..608dc3378273c330ccfdd45d8e24d9cd440e07b7 GIT binary patch literal 11635 zcmZ{~1yEf}vj&RW#@#hRg9o?Z?!i5{ySux)L$ClFcXzko?tzWN#+{dQ?q7B5z5Bma z)iYCFv(~EanU?8q$f6M-{(Yd&bK!O8<;X^;CLn1MkeGl`*~+x0Jk{h(#N@OWlCtGW zUl5;~Z&`<}TcDB3~iO~kSaB_Brs{)3qxIL1oEs<<3hW4mtvPXTp(>o^KnA0Z? z{M;>x)zN~;^`w>|+@5Rk=E&Gu)2kR@jx+lB;2elWxFtql%;2TaDgg7pMSBlNqCEFl zQ75zTzB5Nnfne)C^A{Ejhb*Asg-KqUQoMI^GvQi&ib-(@G1?&QmkNXdRGzaIhm-In z1(QXb$L+$mv+{IC6(&X%K9h?2ym{@IUSWeWny#LC1K=EgLQEQyE5o80H%`bowjju<-Iv4mY$Hzxy`dOow< zAt5-pAvn4+nSEetY&P`*B0m?^Nm~2wJ2HS|7>DX$U@miX z?!9Fl$}7#QRi4vr|9%MN=q|(_Flo;cz<>e1!kR}jyrF8V1@SEzarCkA-SFML*i?w3hT+_-B#!qVW!8N=O_ zBI1MZ?N0M9a6Wd}>G5)NnY1DF3Y$M4(rqf3A^W*Lp}p0Q$I+XM=MR`iGZ3=kj~q&c zP)>duiYurFQlUGp`g|3sL8kWyEr&<&k%99eNi2*2)9a1ZY$VL^V>6R{Lwy?tIvHO7QMMLcGa~_3@)#(2N7oDQ_-{Q*?D_ z-~nO>S^gK>1}&>&KFiAqeFB5P{EnL6{QXjq!Bxg?{`{NrjL`fj>{T7&){{n-h1KOB zCJ9c(wn=JNF6>v5=jJ5bIa-Ei+kF$d52VzlI|*hZmxzIwBX!Wv_oTJhF=UOc7r)OK zzG1gF*jnxC@O&PSYZ0V+85|rb{-;uxS?$X~$&>^P~cv_ii^fZ() zv9c*^2Fu9(U_Rx%JT+lq>|;*b&4hVxcf26F+~ZByOMC$1dH@bX)3m#C9LT=l7jwBe z$$BR=Gk3^!wju+6vuD(sJ$X-SDtI#BV5)Mm!Ozv%Y(qeJJi1cG9;L@uJ2G8pICE(APoORc;zl{&V9e9>dPp8R zv?|r3i@|=ddpKWMe?$#(peLqJ3!E8RqfasO#RpL$d<*x1XVf>&iA?muIq4Q@=lp%4jOF_E1XG`4f-_bBP$y zIxd7m@;~fhav&>$HF7^;aP9vYDui&*^k-oiO-0roifKAi0(mf&auBTlWfLaX4u1l& zB3jG!|DPcb)>00l^>he_d4CqW(Nt#bp`4~OHSmAfOd%Y2{aFB`snFU(5lv?bU>o|9 zE`s&{uo;Y|Qfm)oG@U;K+c1}O5v{93I5hgR{)a80=}ZM|!&urtu(k`~;OfuH-XJVC zJ!x!Ky7q`_UN)8~D>KnMa6L`^6St_4;g8NGr;y zcsr*<;Ql8$hbFv{bJJW9QP;xo>+Rioq0A&fyRhctANz!kqu&EpP-)uw#;k<;M*@i{ z%UlA^ynYNH;hqiRgRj1sjEijcS_`1Qri);mrPpQGpKmE1-k0OJD5{%_*LGy)mF-n7 z9EV--*1g?D8{5n@7BAl0@IWy;?)WGva^iF(>o|Z*zG}FVpY9gn0_C6ZGEAt3mK)NKJ zD?yXz7uv>#6;+ousmvR1_ftbKB6c^b{`QX*WTgerb@0!TpX`^-IgmpX2EjJ~ z%x_?AzXjDkqN|Fn08{wsCdiuM>Zc->C4$a1mur>uwawnj5w82i@opG>U*^o8=JtSM zPElUY?FKR_c!ACplUHJL6dT`-vwkmf6o1U5jkH1mg%f5-E=9|H_MdjSjT!pBx*1oD zLf*SIpz&gzb=@StyzDe?*@7Q;8?O5{r;%HK__-5ax*v>9&Gb9#JpzRi%rcvJ?O97s z_{U-{bQ>#A_}wYR%C>Es^oazTz)#@u$!z{^pbZge7ZXg_VS@7Azc5|vmJVNUS0O#>|ci| zMxW$FdAh{dr-{{hK=l>FPp4n^p#)L@c)!fDO3ZYxFGgC=6b^J1Mj{qLZ(V`$u-U9=cY9xh$s zwpn6h@?q|nhQ>*b#leBaNum$TeCtU2uO^lUVl>M1g=30I_sM4kVQ!y_ja@3fxnsHw zjnYfXyeXfc{ahd`c_){7TV(lnS+Y;iNMJ;<=~RlP68GX0RQyw(gK6(1%Y`CT{5fJ$ zo+~pKN}t#N(DP+bibwsO_KKnMA1(Z=keaZ>zw?q8)(obKq*07=Kky5$fsY-Zqpn$7Q(e5ABxAX$Y#D zMc7A(p^TB%K1{OO%d>tWaE@6P9hm_H1NwC2^=t5JbD z499Bw^#DT57c)>2UqvRT3_FwDBkQ!Hswi{HO|4ULbwv(c_IKxd;gp72<;xhsgUpyv zMeph?>Fx?1*akixNsj#nWre}}eU{;nqL|Xcl#BxG2Bk1#umyXlCjS?o4d|3W&2B1I z)B*g20=;K*4K&}%%q_$Z)LF&HcYg0r77}P2Cc>%n=QPs3H&{3S?#tG675`s<>92k{ z|6SSWziZuWQ2(}W|I1Pa_m<3fh)Yc7b{aoCG*rQ3Xm_crEtjFg!ZgBSK-#$tHf=`n z_X(P**ezL^F^>^vB7@5hBMFYKm7aq?Hz#9NWbKaOG!a`(oE1wjqMv2*_*X1yF00dK zv*Rwd^_sPfhr7FdV!F%)>Gq+rx9>BZ$p*VJ?`KYONqUR_l)W%_;wG|D8?bCvC}v_B zYaqs&;V!^B`c{j_+n%6McVom{kMn*u?|e{p%(ZJ0?iblnue>n)tgxEqIC3oBikTed zy24>`rp@v;7^GDR!jzKxmSRCvFoEk5$CB0MiL zJdZAeWTr;3+zLT~pyOK&a(7zJ`O6X!1&P8T%dD z8H-VVSBOPub`kj<8W2vtu2jW3g}It#kvnm+yd*#Ar(~-uFlQxa;=OM$?dk~I<(@I} z_LYnHfJ<<^<@&_(BwJdc?AGrO2D<;4;=fj@F(6gmlO=6i(bKh6 zlb>h8UO5TuQ|*Lte6sTN0oIAW)ym88WAVQ@Vz(r+#rv@8*Z+dh6-?$Ngz~fUEQx&_ zE*D^y^4!1wJX}vj#m<(dmo`G^d3?tei^HYy}xOrTjJGD`n2%3Of zU;fnmJ0o5$Z!3%Y7>nlxIVK;0GeEK-Z?$V>fta7Q_QlU<1I}qH+bv;hS~OD8wq;q! z?46MRz@J(F;sPb_iT}br{TmhjTC~Q)HPe-@8zHKU&+LnnpV>97>DJMF!HpA>hvz3y zY2X&YXI#!NJCWf{kf9ezupf_d5TSIi1ZbGv!Tl|^@7!#x*x0UFTBlN6vPzA2GT{T+ z;lV#;)gv*A@B)6+@Nd2gqy_Cs#}j_B$%c<2)4D_|^M$M-tgh2!0rPnbtv8gYPqSRn zgD!n-qfdi0J_DO>XviSu)=Wj$?Sy^_G%t3X+PaFq+^+di_&zM0P}zIRJm0?e2GkNF5iAzY(3v5 zEwP$>{lI6a=)=?G{`-z0qMQFme$s#Y+2NW2IO`Ro8L+ILDPDErk@cxbWkST}RxgoR zhNT=b2TMcXx|MMNt3ReS0dYL}*eHuFDNJmP=_O zyv)uPuu5%;oS zn^QKD{G?`b_L7Smcm|c;T{>H?CQ?>dVoX%++wMs8GsO>1r|Y|5L;H(ayQ!(_06jjB zyS&m12)>OUiCK`@3Otj0nt4#xVXaMf`CKqS!n~RuepeVxKM#(L>o|*8*)LS;iuP9J zu1r=fr#eEd zWHt)vr9QPxWo6Pn;n<>zNd%qvuw^-0X#zrZYf*)Hmd|iho3TS$=-fOQ-OgBlh=X!9 z#Gi?O-I>}TPYh`ceeG&14ti*TD>_!-kOitl>>`ySX+ zJ}(9=484JyzKO}b>6&U2y1LprxwwFSI~oG_*N)(RPqsEVBn<0zGT}tM2jlptvv0H0 zR9go3=TPDi_$02d*bkv_WhW1?L;iWwL^why*gY7bS`av39Px}bP3qj_@eqyB{n~l3q~18LIcKXK$D{Ralo9r z8##u^TvhKnuj*V((3&3!PYaSPT8iywnz=6DNg!`c)(~H-ZWZrkb$k!UEh$g_kMI_RGy>Dc&^-A2=5Aoq#X}|Cgj&5SC9VA-#%AXYQ7j_9Q^n!yR)5eqld zj(-pii%Nkj{G->T{i!W@{%`)9adTcpIvh+#mc*vM9v)CGIiOeyLk2USeUyJ4Aq9&l zemNqfmxh!yX-X6!A~R2qAXmWC@QCv}77SktRtuI**KDsPl^o`TgcHi&2$DRct$Z)xXzI2#x$WdpF}z8v87khaZ*29LWguY^!CRSUvb{mIpWFiSI^b3Br;85oXG#!c zdTO@)5GQBE|N1nOw>|bWS>VkL%4ExTYgpg3L9TPVsx`D09eF@{t-M^?S`N6~nyYl| z4;=60@G7v|bu!(0yp7+LL`*mwC9Gp(KEu7JT85OGS#I+(U$!AnMHv_W=H+q_`#Xi} zTh{6;Jq;a_R3fvx!WGP%UWuMT&JXD0wUU|qw07uYp*OxKC)EHKn)-7nmDaD&`X&&^ ztH7t^^*)gIj@wG$Iu!Y)QQVObxt;;9neVaYIfg2MHps=~rSchn?oxdK&Hvr&-nRww z{l)XgCGIa%=gdhen$r7G%^%0YN(puyP~GD9n?^)9AV zhqjM5vs&Jldd2}?c3@a{%CLiZH6^G_AB%a-UZd~Ze4VdEUyOchYbwE{jU_|2C=&mA z;|PhStFK+k3NN)JEIc9>ig%^q_nxn2h?69HbUeY|uU3vp^(9zlK+F%(;hvWYessWh z!JZCAt#Y(wqLe#byz*@`Jg2h$0|wjNb=6M7(wF++ZU-KrFa_R+C*H~9F7|M6;O!A+&SvT(H?d$YdU#VmKZ@why`OrLe{hOjX z)t`KAFTW2Z|57YTV=ogEFutwpD39^-!oqY*;0VNk1XcDK1aMfra{~rT1=YvOWvj?v z(o}*h&xP3(5`V?&W)ATMzu;q;6btSvJB5e0vh=tZ*Khlq^k0XW45>%HEBh0vG##m{ zOzx)e39!%iP9Eu*j^87Fw*-8src8qbd7{mUe=P%UrL$6(R+>H^8MDv0Srzgfy`d1^ zRI5WB<$CS@&gR({wjbL~M|E`YC|Xt5dXecXnC2~%fMgE5JiRIxJeL&?aM&+Re2Ntg z@O>?{*J?H#O^%#G70U>uNY4h!+Kj-9vJJ4w*>hXR>zw7^`z)!v=>EQW-IxR~j4@JtOv6P>{AV&tv&DH^!={n48EM!FdKb-Zu;0llz_SOt-t-In)APB ztiLDBN~7WhgQ;T9<#+vuHU9_-J7v>uBO4qpt9fyO8uE3u&)shzkJW8Hc)FYZd9*EA zpFVGOW=ZMz?@g~ezHT0%X5r%3ln>DSuD+gMMhWwh6p7E=!gaKUQ=;9N_|@G~)Y%)Z z&1XN{e24h6yoxjf`$sggUe~1z(^IoQTb{+T61XOP&xGvnQ~*pry_4CWkh11)2HDVj zC^S@$q`xUo_pq8VC!RSrS;mV60BrZ@?o!c)i)$oR_Q{KhI}M7m-eMi~x6cMMnp~Ns zV!C>77i~>Wo&lZ7*?D$5GIPJV)F7g>a|Km(ctRDZZyrB z2*RKJY)9Gbo6j4bW~sga)<>Cm&Yx?)tP3G>YPCfycG_Ep2UXgAxnUe_PBrD}__HzA zMWz)dk9Rv}5^I?G8fr5J92Q+R1Giym%Ev_IYqO))XO*-H$~gK0Ihv7^Y-DsD6;5q( zANzrpX+}+T0vZ;pcDXOiWwD!+95ZO^A79UB6y=13zy;d81@`YrNv!HiZApo1w0Gg& zba&xi|4R=#fAi#j%Nl>p#cwIN6p++jejwk4n$tjq^!4ygdKF9H6V2FI`_w8AHJR?q zH@*#vTXzQz(lj-lzja4`m*c9-pzQG&FB4+ZPIUg;jafEBF**>z8~OezK7d?ut?ft4%l?I<_fKQVS}Xqcx}~5UtBf=#A?iu&v$! zMxeJPtc~;Z$C1qA_nm4>JHWgyg9D8zI5s_3KalU0hXy{j2i4BMnN(mF$l>AR8GWpJ zOm)TmlynYt%&&Bm()QDK2XJ+LeAk+2P!^otAZQLQG}v+ol^#9klf^`tC{bIlD)4@SM$pEjo}DVI*prI_orHFZtRUc&=nNh%^c>S)F7UC zo9k`=ERx%dmn3!dgq5*+ie)>R8kGKT6&d9>d8U6(L|rBvnk2k6wm0ZaU%7njdgz@i zh8r`weAjl&Mx-r|w|Li<9$_mZhenE*%$MqbX$IT)V;!>N?V+dV@$ZhBkztHTK3iGy zS`t-jKp)KQ6w|rAwelkkd&GJnVs^40y=+9*7S^46ZJ0#NiqkrIKB|%O83I-%+uYOj zS&93+9xA1nmScRHV|@IYRW^@YMbE#rs#@$L9&-05>jeR}x}1fqm3pUN(|7H8>v{d! z+4e);7}d?gy;qkNM(U2-^ulMFmrR>dd_PM}T8Vm}_Aq%fRtg8MN9^S|q!BbzuQYlr zO>ZS%YpHjWjM$i0na`pMim0DA4s)uT>m$#dm%29V3=n9Ow`$rpj`6$43l_{Umkn4% z=d~rx3ds-4taClsZdZK1VZ9#HuvcmK5xF$LR3R#PcliHSWo7><5+!|qOZCR&>YH0O z2CTelvMO$HApmAi35E`h{TduFxFSXpuR?(dSD>&fJNVoHV%WT-eUA^=BTK{G*M!`hGTuExIsv`V{?2#M1{?!(eVPYFrQb zryqC3Ln!}XhX>=QLs-rs%DT!x5q(?_+X_K+#$ZK!#V=vZxqFVSeea!MT|s6sTI3*O z&;F>@ia1WdUR^M(NL|PX7!e7xNV(n(cCo+amlVD&jbXUsP*iL!5IBh=ZxO)t?KQwl z*amUkE(bvn#E! z4yhxoR`eO&d4(fL&v-?vcN$ZK)Ej*P+il8lnb?id&>XfSt+uGI8s|)Vpc>^2Xta#$ zc5b*#%4pDL{j)OAmjq=-bmA$sgZl6>I9H*Jou#KcxIZp0_=i{iJe^#}&u*^_Iu`ehu2vR`nov^XXX}K{E?p$%cx$NNe zyZ-z$X`ilktrR}Ng+kFfuTdd2QX#5~4t(maoDMt}&TgEGj-=W#NoI3g#T@%lGqTz- zft*fQ#jSz^t6GWsk2T)5a&CswstVl<7oF0-t=!-CcG^Y9T-4Gqx29zH917S3s{AstH&RySe$dHnR?MM0R6hk zIp2N9shGebG$8|;gJ!9G$KE|^*){kqd)su`bf+n*j05y8I^)F@!+A zHjT9vVZoEF%(fXbF+$NtdZAax2~xKZ(o( z^q5eCPgYASq{{LV=Hpi|j5C!w8G{ENnmWiQlD|G3;C3H(k%Bc1{lX0iDSp#xxV8{P zV5ha=-{IG&7T?=s4|jUkj%(P<2#$Fv9qZkFp&mYhC+agi&A8PaQ0R4^(?5nijqPm+ zH7bfQv;T`#+soa|m;3`SyY{uk8om|`-AOQB53l1$fk$6j=Qd!0j)(Ys?rv}$+9zeX zV<|zRW8_BdwdgsdehEB3SDF5WgBSV)J{Zn1T-I~y1b++r*re$|mY&r^ zV$+R|4JIlH{s-w*uW5sCzTJ4`F(2ZrAZ1wCH{hD~?IPoX1G49J*Y5r-HynA|IA`Bb z6>k5y8>*Wo>Kh9IhsFYE{@!npv5&>qc<5OYQg0&#dkvhjyFOroJh@&bE|)jGPx&5l z>>=5b30=1iYoT)pR0?j+{p=n7L5zjChyqD~p-I9qM;~$mUdN$`urrDQe*t{X^XIQaMokjSTClff4p-`(b5#fXJG^Fw3U)3Y<$CE=I#bmhqS#&MG8cRBg*OJ(P z1Bw1HV8Ycyd;0t^EsE?Jj3!c(hKh#d7dD;kj+>PEnT;Ayw32GRqoM_e3%$Zh|JUkD zn4HwGHJGpcEbjX8Wz{YpGGyMzc#gb&*W?1K<5yE`ul4aS)t-;@o*Ay`Rkvi}JqRzd zp6>womf0pxOq0@r?J`n|f@`MAdjH%WIQykY?WVTlV?ESs$9wj=^ESj%)0YFC4B6rL z*XvEU{oonpR8n~o?5>OWc-Kl}u9YU}9%^($fM_w(BgvqH+`9Kh3g^tA5US}jR_}cJ z-VBZW!vACh5@!EqIG;WMeAW)kh`FB%^W1=B_l|peS8zZ*n`f8nlqws$;mBC#eh3+H z`vzEfTQOUZD_FM;RRA|@dOl?-Y96(`bim-pBltF4{KPU8B+ORzHlV+nkJy0ee z_iLsk?o_gq44c0Hjqtg$n%ZlhY_|Ixcw}#{Anus zicW1NE#GQ3W$c|2Q1-34gDYEdd_bf1 zn`{}PPVgpsJgEIXixzFf-uDbw1Br~Du;(Vev+LTSbE3~q&6C@2!l+-DG|nAk1;T(d z&J|}z^Qe~Vts#AE01Qb_T~OfyICg%tsl)FPL3$Xj>7+PHZ3dlm8~AKCau>W*AM2@J zXdfGwPqtm9My52m`y(R%iN$~2%aFQanigXF62sUJSWz-M(x(W6-WCX?{MzBf8XFlm z58$NSgOyNsiYExa8Sowlgy9;%w;j9Im1;&e&13Z}{(j@}z49H3xfKX|d_n%@aM7-5 zqDQfYh4nLt3K=8n)1aVAXrK+NdSLyXY{ZeDOC9DIZyI%m=+aRlhbrKUK)qc&f3jR* zzCTTGy+~PT&$C%SwHAtLGBB)OT3vMYQ)Qt|(xMXQm=&$goz<@&9&N6QoMY`Y*(RIG z^7R*E)LIWF$w2RV=_P^HPp5e{i>G-MIZ}0E_!2kx8`}fM;}hw6DgqvYLc90(S%wGPK>l{N!F z_SvZnoW2M>60!-I1$tABS|H-g~7%s-hI1>5`Ykv9J2PxnfKo{jp+nFL{M$k)N9R6~I^9hwxz>{7>p)zKfN>1PL! zud!g>znAWKHv=yUz!NH2pm7t6v`PXmx(Q1Z5=;QKAf-MFTJ;Y?-izK2p?N`@Klgi~ zj+Qov@*%X+@|Q?rPK_cY-3FJuCs)3s1g-~6$)sDgL9IXHBJh|fo)JY6b+9K>X;Eim zDPcP!q^g-U@R|J0i%>Z;Fh9;%)GU3&oNd4h#|2T3ys176;qiyWg#3aBzjVIm}@BFa)1URQdP(i4iNb9At4z(`(+RuRy zvQEUR3qs_69VM@Z&%X>d5C9^^?MDtK<+1LHI2K2oQtj-A<4ZOeiKEj6zIf)L&n(Ko z0D@?%{Y?yM)2T41l8L(=8h^dYg?qM&X!;jA_>gA@&m?9B2*Jw3rW#LbXr*FDum8eJFfhgVryFm-tJ%^2H{0Q1fgh?-Mqi^A1 znv*h)m%S6Z6Zr+t_fYum;%ZO1>L&`6P# z_&HfnIC&Dt#)o(?8;ZzA8ZG<~PgC?l^LX?==Hc?Opy~4A0@LoF7JdEdkb(za(0LZf zW-i?v(*`gZ+@>8Q#T@O}h{{5rjf-FsbD{c)f*}xjBr2x3)HgSA_^r16+ZJTaS(i=& z5?VekeIs(NovcQQFD>KKX_HBt!zy3nihK-ew&f=F$keVtBWKvM6z^}A4h-$4%0Q6; zl;}oFO{&Epox_hH)nQYIrkpB?DC`#EYrq$(zZqrMZv#WLT#-J;;Ww!0UCL^F0*T)t zlvy79ir=FDFr*mnG1EelDbW0kHNJV&WL^1zs#q90WL<}RfIMJMI*nCl!;-M3R&#HlBunOm-;Y@Z1ol?;BW)we&5z^o$aZ~;YrPawE~>xQ-aM@> zv7`0KGIm?9@#P&o;-}xNGQp>n^Wu=1^R-xtommG}XW1sW9-v+56~SFLRBz~f0{}c}|;ssCQazcpKK1gXR*5)w6rKgKGn|v`;Q8PPVgI zW*1(h3uvXsct`KGZ$K~eQ+4Zgj6-n2uaa%HUty10=RcI6hIwkO9(R)@x8%*N^|*aF z+-FN`Sr5zWSUum7dvJIEnNk}uL?8*#p;tf7)J~d1Zt|y?hp~N6)q=JGV z7^V8r3sd1zkFJB>-*|5S(2s+28_fJGH5)3S$F7WjrqW5U)entd$uX;1`bp`)UGd8S zBAml26wYNStvQR5rl7QH$rt)kmWT9OSYaDwbmlmskWbfpu|(nNI(}?X+dfJ;r%D2u zkDW5sTX32c5?2xKIZD`JG4MF*nRQQydF1>mLGqD1SusQd2V(ThR_WP=tb?-WBSVTa WVt!tajt+(I@JB30&<=T!5dRNQ)(+4B literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/AU_ePBRN/Analysis_13/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/AU_ePBRN/Analysis_13/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..3ffb5a4520ee9202bdc68c0561fe26c73e75ea9d GIT binary patch literal 9058 zcmaKR2Q-{r_iqxSMug}!(MEL986}Y*y3u>@y&Gag?*t)6joyh)w5WqoqW2bzUdQOe z^?u)f-L>w$>%DvJz1P`iopsiE_Bp@bDGz-#&ZGYb#z7|b=ZU@rSn@Dl$WPf$)gQ;< zs$y}OsbdN_?B)5GIN#oq=zsb^vv7igDUaJi!dm-+wZQb7CTpEk;1eYrzlly8TT06+ zrkE66ALbh-FfMg@%(*y`e|ynHo}Y5j#16!}X5092HxK;~EL#s<{0cGCsIv7H=NYn6 z#_>}9#s=iq8q6vP`&@lW!Y*U$;#nBT|13f7-d~OMt&2cOS8To(vMREqd}3G8&Rr2G zlK7=MxsD|dlrHnZUWtk^20vn#dWlNt4HRPy@xn9reIe6wheD1Z02{HP#9aAy)qOR23lC)}iH)7iGtSO3V7I+gP z({K7Gx>;Vcw_rZQ=e6@LBHlcVLwL|nqep+UrwB+Hr~#lyu5<F|9%qL-69y~y1Eeg3t%$a0Wh6R8j8F^bx*Mb z;Q_-dG-*?318XL?f3T8-=BkoJy;oz!`sWq(yH8Ey#Z%JQ=LGM-?$SR1F7=k-NBBeMBULf3-V(GDk3cJi zsuHh{0NA_X70#l_Y5(v1w*^%1jTWE1m7#G=Q?Cex(VVD9H=8=@H*c_>9;xZyc)AY| zij9t{TzQlz#PJOe-5O7f(YZfqFGlZMoB!Sj&Rf`WuT}ITDdr_>Q|H*Pp}mToKGErKU*l5aSxSQh zN&3Pp9OOpAy5>|dsX;ui=_6C|<(o`c$-lXE@^G=P2f1-kj67v*dbP#*4M{c##@}oW zbz6Qf;+&Jws5+w0`aji4Zp--@LT|Q|2EqS#v5{v)pJIzM21(Wj#$Rs@bzSZfb~erU zZ?#e%ILUR{B14FB>;EZkWC)3DDUE=WYL|a%=f`KjGyki=Th9qENy0^4cysOZtr1ZJ z1`oQ=UCrb8Ta}tVIx^$_&7?f$xz#$#2^#Y zWSAy__uacao+0S|nGvW|Ikd1|@YxsQKLl@l9FRXnt}_On-!_|G$vh@#XxiXjBMtMG zY^2X5&!z&VeZCo(aPDjE@ELqHqxgIJ( z`>K8a)L|l>t|1D`eGo|NPN%>qRJFkH{ERKm zz*S^jx1;oyLvPCYYWvCeR(0!*8X=hHQ}3?!0Z~!4!LhHeM1bvo66~W(1CB`_;|2LS z(SxlL8CT{Oj{*w?S>+DhUwPh`s{UwCoA%at#+qtX>ZPZPO+s^UZGswk6h`(&CysLU z!|o{Ye~qxDgO~{v@LWp{Eh2QKQY;yhUiq05MGnofRQ?nAOWPt%N^#gdzWc)=FY~xK zaVn3-rc@WQ(;c{ellqeeXY`^Ci2oAP%DCKP764CaLxxy#mpjzTPQxjKapB6kPlyU< zc;P7ty*=lte&6tWc9oS1)tHOmzf0guxR%}}e9#if{5zjS zsoi+qkGrEI`IB3BK7Nm@=HZb<5w1>eCC0^BOb%UDQ+Q~ep`V8>L^6!ZZQ#P0Qk}+C z@sqf56yDZ+OSOcXN{1GR*2M5_ZIak|gymQjOIeJ=s|y-Zi}Br(bf55shXag8&VFd; z&&Ig|Y4D)E-O#ThUW<>wU14(Q*QoFZoumf^06)D#!BQDe*4CiwUBb8>hW|)A-oK3X zY>Hm2FgoHN*_Qa%HpY~c(sxzkciwORY1liQsQ>laJV*|$`(Uq8+M*8=(}`Cixy2%f z&RIc|-XGl^<7XxGKjhvJaS<>e(v{dFADPhLaZx692#QU1eeN$Z!4O&?!}J1r7B&yk zH)vg@^OSySMn)*qWHMGZw&wkXfiCLxx(^OAv$B?PsB!7&@xKm^-k4kJB1-WkZuex) zVZxAm{2`JUe3j{xTS$iy=3JLnXpQJ4xQ)hX^VLDeEQ;U7><~2;5 zGSnz4&U{m$GW5@+dpUtvUK9XHT1=4I7B9teogoY;7*@h{EoQ>?%RT@oKn~6OF8?lr z9_6eWK%p1q8TsKsIBavP+8+}CZw*%`h9wV@M}&8NUoDd_R|#uv36eXUQ|p{aamQcj zR#m50&bSYMRMC%{Wwzf>G>#~vpBHV0DsX|f#eB7;Ghqf)6Bb^INg^h1#s*XC0W^vV zE5_N^evTuehaFBkvqG5b4yhe;(Rq3X&yAiTjGBL*I(7&Kx!%FV`{HyUKYE~s3#~s5 zDC%3CCQp5Xcmab#5!dXs2B4|dV>jKS>oeNd6xtrbJU`4ByW9^!Gm8b4Pqnaixe~&nqE$SroxqE-IyWK>&X1<#Y?9e~f4)@y9F``z#XxvEJe7YX1 z)k0j%rspN%)OIK}O=`5f&vmG;3XtPj4ni%NrzQDeEasLKAw=K{8hOM?8fre{jZ?k4 zT;TBbXg+VB5mE%+uH0Y}+6Zmlt~p62ItG4C!$Mv_X1?`87Za0$MI z9lC~y8m%5pmmNJ?c!D=Pydd}QSgq=J<1ynsu`oskJzz`+)FbckZZ{tH0m%;*K54x3 zqC^s#{bA*$ze0sWF0}XYo1XYt{)0#6UWVB_625-{$mA3~>pq$bEH5%0=-qek{NAM^ z(g|sGPr9RGrGiSG@h$`5DQkEQ*e{jQW3;V!4zSOWUuPZ~bu-@^kWSfr*tgD_F!+qo znQhvw{$!r>$(FXziibkYUj3E*QbYP@vJ2uE>&c0g%i%p?VRXO2*Hw$~Q&Oa)@EeL9 z)cpH{vO`}8m>h11Lg#eAOnmr;*8Ku^#PKK4;6y)FQsruR!5ct(d6I!K({+1% zqHuX*@7+w2LfxHF8C+(F-fhJo?>xJL9EnrYNfONSX5d_utqDGC8ggjU|B&S*y$bOI zkPGF|bI@pdpduCjwv@BRh-R+Me#N%CasS(-$6Ii!mU+qY5U>nEJ&VklUCA_ zrrVq8H(4*2xf{3VCvt%Bh0DgX%gAG($nFSA?T!l!D3X{O_c+by0Mj~qS;k}F_ni5} za7%vYMuQI^^cP^KQ!EB28d>DQY-eDomD=vG*sivm03xR>S89zPyrpvJ;~J8u7W(~( zHRl4|z{A?gzvKA_yVASy0NngL3ibTEeMNa=v{I{Be&5n-0b1d?+k>_dC*-=@o>eOv zZ4fWwd9c3Q(k{7{I1wp8o3=6SGC*mp)bh=lV$YbrNe91XHx3J>aEaD?ZVQ7nd zrj&J3FY>&Qoq|x}K%_zQImJDqz=<>1t+Pi3LL7e(Aj<;@Q7KhICj;q^(yEKkU#6%J zuY|>t#?-Dh^1(UQgsiWG$sxfY))7fwCcC;7jCd$Pm9b!})3XkoSGuQ8G2V(MwJbhCzcXWQcwp)WI{$~#rFW}5A||tgNkIW4 zN?)(}Igf}*;-2t$_qaM78FDZuTPT3ar2=N6cm6RN_|de4W#(u;0NY&=G$3z$&MD$Z2eAC9KCfgIZ_y#ht!1PlD5Pzxg(TunOqBSjJ9 z)i=KAC2P*weREw4Fzb&MbmuEjK+69Z-Q|aWSeoVG`;mEfq`UuRplX+}nM2u+DC2Ae zWm^AJnKT!JLfUW5v9S}+P^#gnfeJUZFhp$ii_a~s5^G;V94Cf|q5Bq~`RH!iO1t3dhf9$hseH- z!$eKb>5YnHPvWmDu6-;}c%dW#;`fJr2602_*$sK(|8gkWeK@fxRCAe7@xYsA5Ehpm zQ2aiYVVH+RBZlIyOCABy&yuOBkRn3^JL*p193&&d$xIRR=q@63)5q-^?f%&C>3UO` z6;#toGt zuORoK(6C9#1pBV$_bOLw314E38j&=%7IX%zGsx0RgCbLUO2X>?11ogjQ*AN|;d#A6GfB_Re zKKxS5+3l3yGJKOJTa5}kI!`5>2G_^zdv!72`%;+ztB<}ZNGy5?*&R&98=TtuhI3Bo z7y6CdU}(o>iV*R2Q^(R`=9~E9Ww~dfxOupYHB=L_q)QN1x9S%=(x?O@!qIq$&z*GqP9|}knM3F|xg*ITeE1iY;d}SM)pC>;nRHpDBI+G87xFG1fMr|!(mPqpdvteGA zL3+EKkk)O2N6Ia1!xDugajRW9#}``l9km&K*of{rMK7R7eCHE{JyQTo49uLAR8lZ^HrHd>siUd z&-+Ng4Q8HX1|#y@a_nASg=f#U`>4I%+YK106YyUXcyjIh95 zf|T3iYRU`@kMEqO&Ho=Nz6;(RMSL>Ap4a{@&?Gt`MP;VJ)7PkuRT;KsCn}!9kSqf# z+eyj=JbR;8KWL{-oCDyO?}BLmP_};+Yk@^nAz&M$m>(wBcfbgzMzN$v;C*VEH+iX^ zEEwsY_ya7<4T!`_pK$Stu#B%Yf0D>_B43g9C4JMSU_2j|40UPA4g8au#2Blnp_yLi zyDrmZg}uIPC;KrtPBrmUexgD?nL5bzX9iycq-p-c>_#J_t*RX#j(?%1UVZAg2jmAc zVYO|3r<9@S-a19Nc)!Mbr9zu}HaqT;dX?#`LpwHNm1!FS84zU|h?1ja2!)334@E9RKo9TR_ z9!7CJ%~Ixe+_-`+7Z$uBm1P2J8X+~ygO;*K)d3< zO%ZtC486`d;dQ@m+MXIkBj4-|PezP-cqU>$MHWl3*F##g3e)2%B%0{qIL@&bT_Zo3mT#l>ivXIoNG=h^9C znc>YeW^JyL9~MFpV@`G@<4-_2)&|F1Hix4YPJ0^pP0mizriprm$vrK3Qs>=ceaoY% zg+~osQCBn{;xVp<^~EExGdoS+2J{#B(+4`LOHErGaJGL=7Wl;`8)N<0KP+3R3A#dc zMkA32liPoz>OGHCvKVES68AvVZvdYD_F1s+PSS;aL4;EaIScI*N>Bnht)_Y&o6H48 zUe(q<|2boOZlu{cZ62NKq0j=1Dx(4KF?PEaLc5DfNmldJ!?QB!MM5@*oXG~QvkxEF z2yM2_lHOqG&s6Ly}6mlyWc~dB*PQlbb#NGE_`gvz;P?Y z1k$C=WOKqiF>3T<{3wP~*1a!^B(}lgM9F#SoBiKbgs9o!V#6h<`wIUJPFVF-ADg=h z%Iu*N$*^dDG>lGH=sPEjfB;=Xc&mydSXhV+^FHWGS-;49A{tH3eHEY|_wxATLEV;i zE$XW+wxs<zBn0<8=eR2H)Sa>0(F%p(a9uYSe}{yaW4+Ec}bgcHO?#Q^N0^|JV)jy;kd6&VNmM zSZrI*7|37PlNKZINR`LGyG9w3b&3I?$I;9%N{;{}+BsR}DYsTLCY%rl>xq9FhI_$6 z2aRf4oK)<{?@lqhj8mj4vMzCoT86a?fc~20*4!hlHU|eZRV_;pJxotJWqT zQNkKzgZl-BDDpUMF|2=FxB6)oGOvMD6A)aQ^d{Hv2`~~8?8xiykY%_2+=cjVy9B)* zp*zoi=W*xM;A!n^`_sF#(Eh&er^@%LnJ%DbN5<9PU=^97Am{rXNuKk@B8Oj9dd~ZP z((KajM=VOUf;mqB-c$On=UrZeW z8@%Zrzgo?*hziR;-^rJr-SBvsto??UO>3fY%KPKRh0BIX1tqNSGq5?+ov`d@FgbR| zc15X2`8AJIOxK}>eG*x=Zu{#8n7}Ra<-t8T=V3ikhFK7z(0xD~FdB=saF&_9D!p5M zqKHlEWnjEVcB)?L8XVaCUh6{U)AEbI->0|!wj2K?dE&L5)#5iZYrrmPqnY`mGG@SF zWj&T;TgWUm`lW?MT9c2u9#y6FTMCCM&&Gwk{KKpdZOkI+;sVWKwTzn|R9MoC+~S|^ zPX1DM=;N5XsI>BA2Y-Z&B{WZQEb#q$yD*LWDewCE>%XFBhXPD`>F-LJqJ#yhPh^s! zn4YE3o>-(QE1gZ2;?#Fm=6^N;ZPurFr6;|TcZ||<-e}l)qS8a~vuU_ClVV2a>i2DW zdXA_|f%VxA<+R?PtgOutd4i83zd=PM&IzezzAj6tY-BL>qC+)s95j+go{^; zC7!Lr9B)SW6rzwriGP8$`NE_BN7#ha9VaOmFqtfj%)LH~h$6RK^(9u(c*&6bNyRSl zBO6eiB=-jyk>`c2(!iVC7r3;xFLrS2uVMug)YusW*vvjqk4d?2l3L1PMS38@CSOr0 zqj)~ZXZQ~8=5*wnose4}aEl67GM)*RU$&`LI5U_srCQ1B-_oh$7&zzOQsG>mH#AKp ze_2r6EiL^-J7q7==(?@Vn7=X$;iU!NQtgm`Ea}s}tko2iT+jd&yncHi-wb;Dj<&#= zahGx`@8twB?0M)iPID$eHaH+OHifJCI?q!EaQ)e|t1*P!P`W;zE175ZNXoD_KDutvd^4RbABX*F z#o4>*f#_H^V#hZ>Z zh)PGxYhk74?E-=>E`G`K)RHYFiiZ`IKhj_Sku4CO^o#OTwUf0ST|zC53ctv)F*&)kzwVP|=(8ftFg--;}S%^3vS z0mYXFu}Y6JC{^gk68soD5=9!4WGqRw>4ZT3{$=)Cf1=M-@^`5LujFDujvyj6J5LUG zlnJRK0}9K$h)A@eGaq0kV2Akndri1NO;Ki7_q`odgL?Z-Wa7J?bmDL#`Mf|nugE;F zJx7>P>0bF?Uz_@p$fiWf`jS$>xKe)BwzQ^i`dY?se$e_0-OzRbaWQs=S5vbN#Z+*a zhGL2sD85@lZ?BDX*pjY54HODz8Yz$_WlB;C*J$$JEP*j9209WBmwC3;Y0D{-YH(?9 z?WZfs%r5Xlz<)B*7WchPm zSx4>1DJBQ~$&`rMepDvsq77w6+#-$j8d-4Y0tex8{{aT);+q;Cq4};>T(ZM!e)!NW zQOd!RI>&%S&4LG^9A%wtcJt%FbuV8vV&zg(L6_jfx>D1;r$fQ9 z=DS0l`E*5-GKKYiAafq(F-aw6{z1ir1$W_k=;3Hb@-}dgYz+L3vu4Znx3JIO5Z`dO zfB}JgLdxCmHxqSt$TA`5^YbCcQ;*)dzGg}DQk;oSu4aIig=J{@5!A0{^HSzJQ{d`i z+vvHGh9gE}THBR_WYe?C0CD9zhY`PW^woj5o|ocmqMw_Q;^0Mat-H{u&504Z5$h|}%1|n&Zb#&8Z=G1$a=ZcQgKLCOD8LfuvsZ!h( z6`u^lnf5tLVbrd%cr#`F2_aE}yK*edyjNB#eb;5A)8>pL*z{E$)8%cFb*1l6#YuJ7 z{J%PE1yr8H_~c?oEJCDNV-SooFXWTf>sp5+ls~e}wBaJof@UYoFt8yTbs( zCFi~M{kY$KS9Nu*?!9*P?q}K4yXj)EpZzOnhq+j$q)IC=3NdZK^Jsj$JOG5X5auil zBJWeQW1sGmPiw<4h;Q4#jV3c8RXgB8umd1tJINoSsOd1;YMIk)Vwc`S7(v8b{hrrN zOH0eZ4ej+eB-iJ;xmWqQxw)Au2QE}Z&t$MTmyD;U z-JpxE7iSLST&tp~R1lg|92OH(Jv+w39hDQxpyvN5aoELLQ~@j%wdH1rnsrLSg%%2C z>$N@?(zKq=D*KLG>$hRdU`3XjDDkRF#Xwa*!>?>kLg;mqqujArE5RW?B}iFs_jyC( zpdNOi?3A9iJPmN{b4W4p)R+XMUErh3)vr{H+pL;eHnuxvkc%Hl{Vr1iE0RoLaG$M2 zvY^m_IFr%1NKZKxpc5sKg#_!QMaIi+AOwr3bQIL8BeO3rH*$>PIQ^(A0iG2 zWD_6|B^PQK%uf=fH1JEc_C0Ge|R}M`Z(nV-)1Ggku?i#dAVo<1pQ@ zSKL}51lXvu^w{V@^hD^vZ;Afr;*T@YA5TKYX3QP?5YBh_k^Zm4_Yd_ZKTxnKE5@>u zk$=KryCtOB(z+qkSzCREB}PLlvfw65Erd5klJn&{-Tw4tpQ*5)vllWjq4O~;uyt|vN#BM((pTAsHIj)|b^j*y zHM}_LBygJk4$(O8G46(F7R4R8?g{18vv^+D;8~x$95|Mox@L`rz%s3^x)$6>)API9 zTCbz@PtZTBw9T(uB*D?wcF5zpJkia(-0LNexu)H<dLcL)22LsWK5#t@M9~$KdBh2?We6M5Y%xU*)nM= zBKCKl9pYEg2WhJF}~{qH61q6XpfKPjad;t3!7OKFWB;Rp`t8uZv4lFgUwGtfY56)Jm#N0eb{|5rLT-azGoHIzP zzt$UVD$KE0Xc;navyVT-a|s*rWi)J6FI=_PPj?4=_tRjwYDjs8v0#iF1#gWHwztQ) zL+3EP8hI8rH2nuYcm*h)fevu!4>VOL9a^ZSYqq#fd@xb)*bSKEW)KU4 zz>);^z?Yz-#pwRnkHGTLhytxVCn|&O==HG=H`f~)Jqo@xJ|mTM_KzQS5d$ZUouXY2 zou|4$V9j?sMWD9djn7U!^*(~td-NgN1kdW?JVSI?|I^gAfOxyn3rpS&;I$cQRkM?vyizmA9bT6kclY1}imuyTY#@1u%;seAesah5cjy~r5{uX9 zJ(nvdxV7)P{S@H&%Xehew{du44-39o_uv(f_#yI|=FIi$#X92(pq}$~AhP_VgKFpv z!55+6{M*`k5t@gv%`g$%q9yX1<=o0UiLk2eGw-44Y>Lsq7&I(PsF}y2pNCkk?^!S5 z5A_$-zquVyDH3u6{E)Zxro1Uo<0b<<3P&;XZBh29lwh)5e9do2Wj^hIB8oB@P8{uk zw-4S)FUw>~i%~C?9u-g?TF1FADU!t}bm-G@NEMhbagG3NZkqUiUJ^t(CzN|HzaaBb znzE$T*`z__)*NeixTpJMYdd0&f7eB{U3a%?nm_>6Lbr2t=GFSBo zZ?`a|s+H2Oc~9FEqN?S@JUhVY!c$KkQvaUM7rw9OY8UHweMh@%G_K%f#FxER*?$yeR~B zAs_;1sDH&r?(bql0uip6Fa8cn4&YDbPv`_8&f^dkS1u_3$`adOsAbK?JOdu(P_by7x;w-P%4Fv8Ch2xD{yt?;=$JZ zdXS-<$D_}GG`3_8QCa&4N=oN;8*LC^#1!B9+H*E=A-VEM_`O*M=?xaec^^%ug%5DC(QZ70MxcX6wC(vp5xz5OpNT-K;G z=-h2++6P#yuZ&M_3{{@-S&J?TG>x5qEZ)jlzRd3uwQE)z9pVOMf33dAz(eAK*F;(S zEqKSxeRV7=6Ni>yzNUBMkDDZCRwz%-L@wa`bWVPNC zrnmcCj3bXJ9!Az0+oZ0R4{PBTK*tsGt~!SHcG*SuV zmfpvn>VwNWO*h=K?8cBjd85}pJ?zs*R-~uU zDET)8%49mrW~!0&tH5&Kr9BcNBBI}h=zmiJyG$mX>aPhrdGYOoI1gEw%u4$m*Yx4> zT-y#u#I@>VKy$0mtIlR$-E@RCqE`XRt6_qe@=k9*AG#V_U&HgdRq9?}-H@{=_fD=T zGvZ^9ocGm1%r*-<*tNVtIhqcI@j3=Y^VKY72fb|Nx(&@4L?CZKQzzxb@SpW z_9>-?i2;a~pvmnu5UG4AD1B6#XYJTBb9S>QwZ%JR0hrq6Hg)vYUPGx%LA%^;cuF)d1i3S}oaa3W`ixOL-wAL0hc~^*&=M?Z_kwU;=Ul82 z*G<83YQ#uR$bD&#A5Ibj7cUiSe_K8nb2IO9Fcw7vWF&XiBH(ZT^y1Acvop>{gr`cy z(!nlNqBBnR?3?J;5XlC3amoO|rKQvB%(rF-SA9dnEn)4zfd4ZR*^W!!~LZ%wB zi7i4Glna(P0D<7-!S0U-I<|1^n@YZ7e2kv z1S7QeQ7H}Xa60AP{H6b9!_3v%ZEtrd?&kKPCH5HpMGbzxjenkxXXdH_UxB$ z4B4upNp1IZ`OjwaCkMq@v`pgX5`cI$e95xhq|=7?I`?))wOUfQhvE?%v>LOgmirB7 zFs+s8?O}gyACZQCB!Te{9Y65fr~0()wHxnBq@G7l7dWnN}uKk*tQhvZ^ z&8b%(e-w4z)7@&nDSP+RpSRrHkE%t`qH|>}``@5Jx!e|D`s>mEAz<4O&w$hNm3|Sk z{!MEJvgCL_%#}w@F_cFvnGD20+>v{y=Rm~HLI2@0)jvaB;p7^3P3IXp=f{GN15)St z9K5$h3t48e)~&w7+v8J>NGgd1i!@1PyUy*G91(oP(VF@lU!S4;OEvia8`YSf`cFsx z%{LGO3w2wslT95FYzPxtqp+9(BiVPj(!n130G7gi&2(^UwSS_QkyylX#RjZdkSTz+ zBP%@tSw-uAq}+bo(m0bF^!eh?(w!`{RxKAeG)@e4)N*8~wldYo?-9#E?^W>*L3pH$o1{s!lO`rH%rIe^)g}Gqkq~Ei?H-k zO%{*ir3dkU$)H>Lhqx9kD@?F3I>A$8@^z)r4rq8{$m36ROgkXu%U?o*wwJ&+2-|~O zu@aPyV=)=aC)@YMo`N{#fAiywX(L~Epy*q0l9WtbsR(}S7s^$%Crb^c)`sFXCg6_k z$7bLR$!)kjeN7Tf7M4f)ePBucX-7ho6KoSJ!Y~!dj6;CiAb;VcZR4&+6<_z2KmJTl zIZE|umx$fn_ywSR7*jq~BiB%*&{)kmBZ{EHO4q=#FLYl1_ZF0q^W|k3uG&vMJBG&H zG}UkO;&_JO?g&vwv&Q4L6340p#W-cK8CL-0L%#{u|hB@^YR z@71l%t2TCC3x^kh+!aYm_R0-j4zR0r1>f(y0sY3eFIEuHhPbnVZ_kQ@)hXpY-%7mu zPR-8%)p_nkUYCs-3gC!@h%b56>WRLhVL_3l-x(ncMwR1!$Y0Fhf?=KNVY%dizyv=h z`)9{U_hnIZjVBNh|H+`pFNDE+>q=7hWeIfnCrqd^)awyMGSq9Zg_|)-nXFYM z-Fq)AnXJUi`W7}6huLe-a|y6%-iTDWtkwZzB74>umZDKEc3~Bhoo3%O+t@T4@jglU zWz;Z2-odZ%yEMR9zk4vYdoa3tFtU3vyn8UTdoZ|rFtA&v^Q9krD-W}6>~ZnXSDF{T zCIzL=j>gr+m#9bj6|g7KD$7CTAo7U-g5KgpfGXD7CqU6Gz^7J7=YZX>fn8u8fUx=U zxdC!P+@2Lbu2z&tTpUuFq$t6uz!{zL_Z*iZp~^?1Fi2CJuEJy)KR%?8=%Tc{Ij-CS zxxfV!^#FXrgml)}J9J3P-BN&2=GEiS7s)#uBNoXiGI-8fx0YprwA}_#XItw@-4l~XU@|3X_q^SwZ)7E) z{hX}5|9)e6(_V0uuF!BLv6re9_wK2XXy+aL}f)wc)aV6VfMZm4g6u%U{~p~ zGeipsIwEy;rfu)Aadd{1hJi0R9o?qlzvhNmFy#+ue%$!*4jIYM5<}3<@!}AxXtWb0 zVE|lkXEI4iOYrD%IpkU0t4mGlAjQ8O;ea&lJ9b*`9lkK>r{wsn&Day#>` zVQ(+^%F2e^47u-+PzO?S2%xF6dH2wpy9&2}O9BnvjXF8-q3CQ_l6hGnDeC6BJVGd% zALz?gg8Q9-4q>G#VQ8!Oar&08wkN|y18#I@WG6NWAd9>Pnd z(l2z79d{zHizPIq5Rji)XrkV~)?R?moI>In4wlk)Y9F=t4(Q72m3*`P%+13y)*fv&A-O*ZT-FQrm z$t(GzK7*F5tW7RO?O>buuDg$xuU1Rx0BgecCq8?C-<{7%3#B2>k5L_7NyL)He#y$q zVbhtEj5V&j=KHvoYVku|#T4>y>n^O+2h=fgjZCU-5?t{n^{JLT^(Z5+|fKHK-t z&hf4M@H(gQ;m3|5fav}f%k$j!iVD+lo=gTnbHT4$-9$DmQaGVd(wV<`K}#!GhOcYx zld6_*biw^ard79|N%!dYNTbr9Epv;(#(d$M!D4GdpQi78qSk6h)gtFyr&lk1^uKg* zmJSsgZccLdrR-P8%%`heEBUy;t*Ike&IF&v800SU&W!kL!qbkf%)Ko9v%lYq2rnLY ziqsoKn$)Ky!?C-c_mP-sq}$2k8k&&#z<19RWkUI{rFUf67URoj8FsorbFgk4NCO z1}yr4?2h#5Q!6l|SE%ZXyV$avh|K$bi?U716FNt2#Xj$QYxuo&YJ7=TF-%5k0JBak zJHz;(dk#hPQ+LvcW?n5(hvG_NIi-T(NMVs$ZLlDlyV>N7%+QmwJlw(3mrjvmz;;rr8LmaJ+c;IqOx9 z&B^CJW#Q&cd$v9T0~Eano?dM+cOu7&D5^@4)I6^tt#%G5W-1adSi<8S%|n4Hd(Zh1 z>6*7^^hx_01+V2?M#*E%7kQqgksF?+(`zD*DlhVyi?HD)I-%P<96jf0Pqu1Lwk%J! zNsRF;NhRgOipjk1C>Kgi>XNSNHCP>Lwc7f{Oxwzd#cK`LVbqbf=CH|8B)rT1;gtw2Z5@YvufX)C}so; z&@Anh=S+H)Rz6RLj`yZiAMlhEME(q25H9T7(8!wVLam>>F`N3}1D;9=Vn{KA@*Q3s zP^<*Os-teSN$J3T0gaq6!|eF-Mw=!xE<+WCQ`7M4uqBH&_adcrFDQ<1nRds(Azxk3 zKbf6QQG^7Y;w5Acp@5Mi(G=^AA|`rcY}?ME8k>Xndh zRyVWvN3Pf)ce3EV2nOY*7s1Qs&t>UiBfeej5>0ZvpuW=;vB%3#(bC>%43s|kP7J!g zVoGc6>x-k~W0=O!_6{yTl}yQ^0~zz@6b4!+;r?7m`ytBOfYqZMJE%@CXo#`vo-zH| z&3bp$Y0NnpWRh(<3^GywHD2G;Wj6R0vWaJTR1pds!m=U~glxv&n0 zzo?LPAH$EVo_t6Mf>Wjm2d@DVjn%2t+R8SoFrn8sG`9>Agnbg4ro$u$(&jm-|F{~& zyF)9#daB#>y@d76-gHlZMXu>%t;vk1B5Q2xNup?8&DLyIzL$Fgnlkv9N<`90(A?^o zL*}3@u)H$+OR7Zw%P>gD0J5vHB2|G`@&OZ4zVW(a)JEi+R3o*7+CSRpGlW(o(xVm< zt&`YjymWQH!8h(117lki#R%L6Z=f#%oyh;UO3QfdP{g(DBZJq<+ z40Jc-bT>y@7s^QA?t~j>g&8nM8fzG~ph@drjv2uWni{;T48lZt&BROymcP0Qix+=) zPCY4);S8c84Ia9( zkEztpu?1$ewlewT@fR@ilJgAWukTfVsKD6ot6~+6x9B{SciGTO$|g~E;7?jCp>KJx zNO}{>jJK{#u1Viw3ycqIi%8t|bs0GCpgseyu%Cegh`s&klO-Qtuy}jX4?vbwkThy% zvlL75CH{Qf83K<97F;`pW0_+>zx+ z{F#E&tIe2UcN%rydCO{2-WyBT4J^;D2gjdLr&3vq)gk1jf$G2%yHr}#;{4{8^B>O2}5#P4Z$l@C+_vVy;QC{(t~BuI@x@8 zeLRn;4yO6QF8V2HFVjouu05DBb?x!zSR+zefF#LK{u!` ZFW>~DkxK~EUD6{%lDRY_|?9a)wi1DCRAMZBVl1QZ?sP)VQIKfSWu|vc;_12 zcKF;u+zCOl~Ux2k+FQ7<)i36 zlDr~&&49mWj{-wiAfBNKr;}&GO=a8s!W}rLP^_J0M4J|#xDfip!A(N;nkEfZ0Um1Q zn#Ddu-M4D=qlyO%EGJaBPoyALZsHQiVUZbTF%U`O0>VNs{l{INTbu*}(i~$|D4WM` zW06}HEXN}Q6DGojzgcsRb&}R7(8*5{1joJHGqHEYvHGSX_#2nks!9(< zc%``u3z-i6IV3qipu=0M{3E44GP#mJ2r)=QRaNUdzSil5C^_~T-b0+JUtoJ)85T zf9-o|IFPS~%&~Ct_;6c;P1DQavTBl{rP1u*th(?RLDa}IXTrKnN;?u?6Ir&Wjp3D< zS4++;Ui}ouLNDhKFlD`AIMr!WTr>8{Nlfjgpmod0aH{C`=lJ{hMziJ0v_-^kjtDI1 z{_d%*J@dx`pHSl2+cOJTe|Ef~L2f%T8c`e>UH`(G$iQ5V z`!|OSSDI4LZm58JaLLTG-}vd=4Gqcpe3!$1I8C6};bSN~Kti$w*6$0-0|9m>>LWCP zZ;<*n<2*`5{f`7m!PLjKYbeSAiZzqvCXrTG!8WraZ|`0X_o>bgvltib{)FCuQ2Fh& zJ_97-i&50R9?n8?O<9i?PbXG19x=bYtT!LH?=f!QCSzM)w+htw zHIZ>yTpZit%UU+%&X02lHTe>1Oqh6G&kU3@cISH6TEC+sGFxx1x*LF<>rVt_36(y@ zFq@e})2aOY*3DqmIfDmQF>;r!?DB^e2c7ZTRsEVK=x}76d*w`HmmG@Gv=T7^;_6&v z9e#fJ9^?k}v(4BH`qIu{8r*f>@vyB-?6a!17O<`~+4X(3qe)tQ8GT*E@!YwssD9a$ z-Aj2z_ft(3<`N%fF)rW_?yU%dwdHIWmHkdB15XQv`yz7YHPu1^0)14IyteiRz8iJQ z6QkexJzsz9b!Ff=)F1 zX>RK@6BJ`U#JL#_dz1Rm{VJH-!V|y_k;@k}ku44yFZkcxsLl&71nrP>n~)|9kU$*4 z4J6(A*qc@V)%_*6>Ena}4TvMLfn-P@d#4K3b>RiT?mykxxeZMFRl@)~*NOk{71d=S zM9@y6icdMXM#6|Qq}2$;1&o39TCtChMUUMFG|LzDE{~?hJp??1xu?ji*XS-LB-~?k zh~`#8F_z}YRqJjXnx|7y(_>_V>Q+*+si;KzxYW_g*7~Lv<5hM1*N;8FOA})X#^0;- zqi2*>hP-<#6ZPZtRe4c_kray3JfCz&e?(L|9jSIJuavY>N(|fT%P@@e8oMaTC&epP z?RLpoAce0a=0Px#5s%nu%;Bt4lXdej=!#Go++tz(a9eUW zy_r7RO;Vob1ekEWe}o9kqqW2*fUBN6`9@c^(c+g6J z?mG2PIzc-hv!Ge?4~RCE*`D(PpE$iMMeM*uk8`u9cC^vyLdo?`1OFW$}Qsa z`f;P7+b(Apnp5`-ij3Tb{UPz$ky{hMOgP@ z^LIh*&zoI6F?;xI@IsHt7NvNH%Lp`W^H28K_~JuxsN9(VJ9hv5zP_)7{AVB|Q{%%ERF+ z75L>4{81`k5UeC(j{5D5sZJ1CixEuX=)HT?uiS5fHhqN;HvFkeWt=gkByO?MT!A5> zTBM0C06gwcYx~a#hMB7JG1u4+lCcrLKFfl3CM7Zh@WLpOmNz2cW`U3XEFT_E@~p>y zRP~NKE+iOp~QySsZ$z@$q)TH8$WNHuARb3iQltCuCT7VJs4u zEUsPnB5a?~xnQW?n!S-U^fdq2&r+sAu%)%JSh_(pMiFWz zS{7qBrQHz&{}>C6d7H0t@N0?)EG~m!8~$ADz6Lz*NwG-zx0c07H!s3qZtK0!v?Y4EcroHcTIMJreydnO9D0yK@E^mL{5PGx#E0#?n7IOZ&%_6* zqe)e*V#EQ9s=;HZTWi#R43!obBo8;2hhI*}9H}t~%fo4JK+J5wAa|n1+sJ>P4Aor# ziV932+$d5y8)`&D~ zFE}0ndTW^IwzajbF7EA=>5a~Vsnzo}x_d9z8XON8kmwL80-uOY| z6M$<}4E^J6gE2;vKYWc+i@xq?(LZqfC}b<>VUj3=)^GnM%O#SaE5<-qHy%eHY}I zYw)Jn=)H?7;JwN@6eAV_qoWnMkD_6&s@3P+pO#2Z2^3k}otUBf{$%i)s6wHAV82b* z3hzYhWf!t$45fb-dZ}_oKtT(SPU7q*p@L_NaYHd`QMLPkX9Cn4%2gfTt|D?%| zS%Y_L>mJkjqxW4_E^-_MQpqQ_@w_{6yn2rc zIyWjtNY{t{TeqIy|FTQYCHbL9&fGy7d~2{;@?9Z?j!;6GR zCS!e(!;zLv_31LHXFUioSB>pKN576Zm(7WvWdxd>cw5(hCp@M^KOpD5a7V~IHb|`f z!+c=4KBS{QUa8yhDX)=z)j>fj#9ELaCobI;eZ|JHG{%!RCHX{-nPtyNvNAI2z7!>;#HoyN8 z;vb%(S3ds3L?O#x%KX=^b2;14De&j}I!C?zmwdPX$ucl#i~k?x)L6czEFki$*gW9< zp|o4dxtcq_&UJgXiCaha>>TvO9!ipqS2Yb`v3KVx~! z7B|nF_nB%?D-R?9BN}R6cOW{X_lkJy{RU#KWTHlds`ix4ljrd9aPuhKwNxs`YI9`U zKxR}GFqzcR7C@N(vSA*vjisum+T7t?Nu3qi#y%Ox5h!g;TQzm%4tqb8tmrAE*7G=c zu@hKfzGmga>u!8?U1y@YO{=#do{k>mztk=ZWeRypI+A&sxF`=K)vI$v6GS@4PGB65 zx6F7;RYuiv!YF7{T;E))3}$ z$oZzGY3$fRpQn2RcEn0DxdR+UPUe#c%IQ*kM7TFzd?{r~qU|4oirjb3*UY~vFWwR1 z)b{yDUk>Psy5D!6dyg^kZ8)hBO7QFZ?gW#qUJLWsYL}a$`oyqR8_2+n#I_n1aEUgX z^`H8`tfVy3=fB%?4J(q8-6hGCtRP<(kMJ_=V7l>FE!-9T5t26n@Zu?AvH|=avt6C! zI|h|qBIk14>xnVg8DErwdhPFu+Fe%!{9oHd=n6jsM>^kz42q_%j9!96*uhlnS^7+o z0RDt*C*%Y(zn$sT>XLeYWyQ`e(veHR{lxw@r_<)Fwdcu)WmsdU$=6*%;4vq7O)=NG zIZm#=CHLt^xM2C#Xy-2r&J&P#?02E4SBb*QMevFY5KKg*^ftWZlJYPR>t8wKDn@wk z)7>y9zx`Kl8wiR2)|{^?bEaEP8BP$&=QNh43ySdHk8&o>`CGlfj5LFtY7kX|ufpfH z7()#%l!@gSU|=Hy3?1hpC-oEWx^3g##2eDcEZ!X#=ulYcmeGE``c4cx*BoORM7PZ( z^TIG3N0Uk=>y*M-JC(kz*r{C?{H_4PpUXSCje7q&5SoA}wN0m)-4wub$if@tS$i7q z1(-F$R^oXC11WT#Rm+`v^q?(oq_D~ihAbND0ZQMkX?=Ifw5o}jZd*@?$sTMi-}FMtN#?*pijAC9%ks9DCkzj{>}3llIvtAn!`DqLs`(*%BTLUT4@>j z%ZGjMG?!`cUgWp$O;N!!3fTHmF8w&c#Rs~vK)lzrN+4izvQJo(w3FR$%9_}|o$>1} z7)@Wbc&ktgSAThGnJc|)AS zIjmyBd?t_4`;#ZwA2`n7!aP_&bdBfQy|?xGvK;Qe=@F?XrVOwK6#U4Vm2Q5^jKM)td7fTq)n=i;c>)2rEuRB}R=B=~5=Zp^dhCK>N z<*w&R|BB*b1j_#>WI@$%2PoFs9x>AdHq`XaeFYT}3;~&g#bcjpi4%f+Q?U#X7c|}m zrRSC8kBdJH-45pn#Na5+OVmJUEW@2Pny2cyW4gU~bH3+ieNK=c z?a<%-+6Ld*i*u*DBE;L1DLQu;){NCm@O(q9 z%GPv~$t~5@`?;H5XXE|HN2#^0uL!=g1I2j!8fsfF-+&(=-&Q%GcaHzdju=eYJ)|}ZWaV9_BDpEmi2rN5PS742W@Fl8j{ z{!d-T+o_(?g`Zx%b&1buE-|Vs@*kM@*L6CP6nji{Q%g8|d6n&XxN^ITCsz4XeoCFx zUl&$tF8yHhKOR;lG=j=~u803~SP9PwpQODR^!{&7ZCA8MlSc|h1OxBm?Oas8YB<=} zhR`}zr?}u=XDm=)q#4)%j~hj|aKk>BlxgTwer3c7(@|KWx|%+YwM`Mq!dPUqQBnSu z9@XdYGA0X0K?k|t!X<8+t(bwBaYi*{@1^kxgTY8{M5pEf{q4kMY?=(K2il7>lK!+2 zhL<(UUmi_lCGAvI9X^F98kEex6(G<-Cxeopcf|Timd9(q151zaFcM>q05Jzf-Q3?93)UHvcsP&X7UJ?S;$d&`hgL_>59p$-E-WFCu)e$b5)sL*bQ8t}nzG%9}}B;HM(iGFe^ zQ2=$f4idXnYk6&b)xhWFHfLi3`y^A`ya59oDt-)&Q{>C3Xa%BamLaBNfIG4`v{pma z?BF!|ma82dAiJ?X+& zqj|4laP%@=8h&nBoBtZ`jmQbd6u`!IBtcspI}}#Gt2(oBK|d-e@;E0f1Ks7PW5m!i zxS$y)ca=*Ykzz;%a7bDK#k1C&!3FHUR9hi)lN%=fLEr*N=RGnIg5-Dkawib^b_+du zxsg;{{fw0C(|*NH;4Lso3BL2U9sS#Gp)0^cPWthaA5oWMsM&9@n@Pp>&PeUwcS#>sWmi>8o5(I)@#D2cV}F4bN~`#p2;GfQ&M)BZkYWur=v_ zzlv^+AYWciW~N0OO)}}dFtS#f`ZV5k9^rra?!bTiUfXk6 z;iC@dJl2%(NuqXADXghogJ`oPu+|GE!*XB}xP9O`FN@sqd)#=iwhH;MHa~4LpPLFt zv=MZ#`+hPsdTqp`dc}oI&v%-`!5~!FY>^?6U*hhS{j%rtB=Ft45Gfl>{83S5)G}@p z(?_~yGQB@M=APvMi?A#0B^I6d%(#~_u6~`S4X)ImGevg03C1XRmvYj?&K{IE7eC8X z57whh@t&Q0701~Kk+>U(H8Igfd*H+?NY!$o=CTKS7GC;Nj^+Au1?-H~EtLEq$Gj4OU3D5AFbD?SsI$Wi$eEoPuC#;FPQ$H+BO{NOVc`bcfS z)f+N2rz#)lJzL_GL*OOCO(>Y)2qMc?ri!fDThpNjWXh~g$f;s9G9Ptg@A?7e^ux_;;W&nWsd-#>U9AdqVR0GN z(~76t9h#FWrG$7u<;B5)3(qYGjh~c$wSlD64K0|4@uE_dt8Z2Z=<5(vF zmnP$V6!9-}TGBCWMH@s6<5z@p&z6E*?}H$e)g+ewZw(SJH3*{H1Yg!9=)POVIP<3L zIU{29`VIV)3?P&H3=Z9i-|b0G3hVhXo2@I^tGqTpfa3ivxBtt!t)~AXLkcish$U{s zo7r(Qul2nXK=d$-h+EbF-RR4$l3Dk^W{&74OJp7ZE%Pmw--u`R0 zu~~8cMd&elv{MmG##6sk=5>9qh(C)4g7gMY+Pb52ibH2xxBB@)sc}XQ-Ojk4GC>3WWT|weJJ5vNsK| zwd^^4x;k85U9hJu9qQLPeJnp^wr+;i2>l57BxO0!Lx_}0ez^S2Qh(~pJy?Gl*7MD8 z#iQ2AY8APZPHivkln75J;c(-^Hb%m}ZHy)3a80<4DnHX*0*_A4VO&(-k9Z}AM@_-O z!UJmS;CLZRik;JPeZbd3@_r4YMLO?xUG49%&;9(y)^ng7&J*~uJ3M0I{IL`vGu5^; z(cE6ixmB_vTz8n_6W89LcDZ9-b~F|}`0=PoX|!Ol1Jx8iA5tl2y_|iv!0bNX`F)@mY z%D-@x(UkOY)*Rwlh8GAezNIt>0ppJa>E-FsJd}ZA4r6k)(=FCKvY?G{+v}R2Y$TX# zOJ8kluMu;eV_jB~$mXKx1WDCxUgShIN;;L6v`O~--<1{E_{@v(rOOF#-h6LRmH8aY z&$x?~!d6=J=%5iTYaGUu4>oZ-*zI& zfR!UU;E4i-*uG70PX=IWWOhnKswdo!x}fUvrAhPuxTm#w1`&qU$y+Zfi(9+dSUGbw1539O%B`}d8d$$n|Lt(wp@cdmC{^3RS=fS_tCHJIjU1$ z$?uObJ^i<)p63p}`nxzR+|DL(4veABUsCdvWc#?ucq;HWU>^$9gu`)=JD5SpvM z_D$(?veYhq+^SD1)|L4B36nK>Sgg^LDq_Ap#5}Hk$k82t*@Kh0{ZH-iS*AaR)|niZ zooke4C2d52>g_o0x|!bg3fW%Ji@uQNPkOWAWDCh!Hr21Ws#J*51BJrtWW-YM`T}!| z<(T_SdIDF|uAe0w-w&S>fIACaWv}>7pyHu$fQQW7ig9XNnHE!1^Lga7lMfhEq}YF` zzT_+}`XHp?bzcmwWq~%8Z=Qi2w-C4cPvL`B?9qiIcF)GQND16(4x~AmXR=U=ktYpI zo^&s@;{0FE`#exp234!bj&s?VFeQtQLC8BOwppPrZsy%+%!3lV1em3@cTuSwU&e;- z%sxMJUEK&|;(S5k-~MLK#kM|*@wzqi5TV%ISH4%G%D~X7@ada-Sy6S!YnJ(gxV5`) z0@fQw77lhf6q(P8H02lN%OP%4v)d#aC8 z;2KO^E<-KG0A%~#gOa8d(6IRBu^`M6i!3{*hj@ip%RiZV6dc&Te^nR@2NxEHIm2KR ztHvBT!RpG@`rg!nL7I%-hgIqLK8~}uPGQFcQVRl(&b13{dH`^2Y$l-`!*2=0$*{29P~FjbdQYxZfO8 z2g5kc9uIeIDPnJ-*2XcR7(6TQmJza-AIN*B@Yy=ndRe{o;CIuc|ogz+^`Uys^cEIsC+1; zs08d3D4}P~lRs2adv(Gy-lTjgFNk|>VD=<=Uj%xRTRuR(*luaU20FQG9qF5zNocuy=7t*W zP0kPaT~~DS&S{JJ2FsoK@(13ozEc~0y0O|TX*Ax?H}+2h2mIO#!|OM!e=PfYUch61 zn>+?}WFA#XFiG=i?&z2eo^O|`Tvz4}uieP<`R3kK3u2|`#y=ej@F=?nkFCLV_-eAa z!<r=I?Sw?WoMJgWE!OQK)6r?ln^U$As#zb5D3C@4KTVY>`xPcgiIId_V8{ukxNk zu|?D?N!k{x)zy(r)f$qoPewhTd<@&6?To!yA4hFkzAh9#38=CCBoHEOU6{yWeL`tF zs4CLhVl<~HQclHOtZ)uh6wOuFNTQpot5fb;j;VXv3f)}|hY$DoQ8#X#B3q;}%5~HU zNzw69HR@SJKyhuW#fDMJ1j$rnap+SOo){e}$w}WcEv{kiUHLDMT1?RM+yuqrskLb2 HBP0DUP~)pC literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1013/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1013/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..598af355c90fd2f38bb52f048aa9e4262e28a4c2 GIT binary patch literal 10780 zcmV+%D&y53iwFP!000001MQs&JXGEP$FH4aS7_CuQW42gHsy zrP4wrBvO$jDJrx{i}pn-Wh)hu>{NQ%AO2^|%pF40_IsY^|9a*1`gptNoO{l_XZfCU z?;PJ*)C6iEh(%!}S)^X*F9}2`6E~uZ4};2B zp{=E@^Zz>#6OwAbGYk{>J_!r9lbxBU3&o4#!r;^oH?)@*(S=GTGO0ATuhNTQ*^iX^!D4G>Bgkc zNfdXcCjJ*El}d+H)-E)6isp1WkxZqyaTD~Wc``{fSBfdk6AzPir@4E&u+O2crm*i; zuPR6ZEbDudbsgksE-jf9q8y3PUm5bRuxVv@_%u- z{R#XN_$TmB;Ge)hfqw%3gMsV?C>i_i_3$74GwQU^@9|0FI~K=eAe*f6el>k2tehJy zu`uTWxF30B_T~0opgSK^3$1VAOXecEwDQ4f;N_jC7N?;8+vxp3Jz|34*dDot`fkk` z8*{!~H*NQ2r(N;CO#jncE*D3IL7-=-&uBH@pXLVQ-pOHK{2<7Go{!Fy4Y0ZB_TSXJ z#2@B%lalw3p#?(I_vp)dH1lPc^QS>|Ysw&EuCSfo;BgS?Bx#svW`Hy5L{1wcx(#QH zk+JBx1?WPpf3UwtW?x!=7RYA1shnZ_?9+u&k4|(2J=7#+Y`10PJggySG0>~d+x_5Sr8a!~a z7@x5{3FpHLt>>K8op2TolOoCw-Va6Ll)g$a({PqZpKC2$?}GDDc#PNNQFowJb;-?9 z{m#OZ%yC-<>DO>RGuLu#s(S}zl`DqVhAe~f3yTdyZUsQaR#^>=hn_f}TNmhBO<4hz z{f^d0F4+W?PtTZczv7Pb#om6wB8}EiwV+RW$x;D$DK2nzxxj@zdG7=Oc~V1+aG3#FN3-vg0JkTs!+GPEMfi>GSs_$ z5a@r52o369(_84V82c>+S}SCuzq8CS?9?R;OH=NuBNPmaGWb4)iFMXy+pbz=#9y8o z7)E*VZIR6|jCdZyY-aW>Yat9XPw%Q3*%&rm6T_wmv1NRKt;yCHHqnJG-TQ1!FvKuz zR9BkQ*cz*iVWZJ(Jrd2!!#}V!^Z|ycI%C+tLbm#$^OWN;tnVPU6wumCHjpi;cNivl z7{escIpQc^Q9U&K*Q43L6ixgzUb|rZP#8KEM)^x0=qlOy7&a{6`=p-HSvt$Q%FLI) zriEbGg2HcWp(lnd{({=by=OU{!Y~iWwvEBoj?Eah^E8GV%Rzqg!;EWTWMD? z?6?eurK58)QNAbFqcL$8!_GXzu(Rg8c9AIkqyLh)?UMfNkN!*QG+vNhkjO(y?M8c$ zDBmfoucX{n;zi#fG_J*|d}NP=Y^=Cs&l3BHbh#TL8!Hxv#N=oOM_S02DO2oD_enOY;9PM=9tA8w&e|5!R2V4X~eKl zv<3(ZU@HQpkBmg~%pOAW0VhP}qH zAyF7M*p{t^+n@F5zXiFbJ>!qLe(9~mLwXV5~!`jQ94mnwg_qmp}*1C zKx++wi5qnIHd^xTgnIL(6r-HxIm97#H`3|9L6QJ{v57H*2``-|1J3*ChglvbP zA(A6U;T#=7DrZZm7e}f{X#Fe{z|kS3+sMAK-hUA|T8)&2>R6H^v~CkQhpJVYBh(I} z&1{LG_7}T=+69G+qc#;sHdP#rKMB+>5=r=Te%3bU-m|vFLso8ypp8xmoR#v+sGXw$ z*>aXUgC(l?bFgdws?lO_J}uz-fZDX*#tV_=k18@0dgR68?CEdZZ29ui#=DCQ)0%&s z7wk$?qISR)Gi$|LH;6yawS`4Xo(_g9_fHA$9ex0=Imf4^1dIJRKTY+y;1CZtd{@@( z3qHo5k7Mo|+mC^pePh;}Muxzx5#z6wP0{4>wAqS?={Y<;+CMEQ@*3RUar?dTHD#Q+ zP7a3_Mws%LnB>{Krtw{m~MR4bXynTf_hBMDr?3(@3FOc^-oxXn3Be-k7C9AaA z5AG(dH!_#C=kWnUc{`>F_xj35Su{w&yYGS}wM;M9o8Zp+}sEj^vvqEDbI=A4H1#j`kHsxBRWb4CM?bNko$&9Z=(wF@X2 zDbYBqy@SMh6*%*FO6K5hmwKof=N4#uR|9II-n=zE_l3uofpM+sTcCE5?wolRIZ(TM z#(*g2XsB&0PtxoaiL*|>wA#l@3hILGUrm{K0_w{9dpth01ZO>ACD})C2-F81jJn;c z1?o$Dj8$8o;A|MXUOTwj5E}fq4S#oU50AOqje<7#L!;D^f@6uc&^Tr5i0wO0KqK?v z-m%y;XgoBuTIwv~9gj~UwP&G81LN>kS&#^572fbMjP5w`A2er)qeKbn55bI~wBO8MrEnHUY&zB9yw@uC! zFZgvvhHo}&GlzPM__v#{SNuHnYdka81wnl;hPQa*Bd8nbQg)!|!4I?c`Dd{SCX1j} z%VGMYi&yxv<_rCaX6iAhxhx=bNy!*$bcXF)@%$#v>cnY!tw-naXtTJl%g&SV^6-=^ z1z|xv4yn9dP)@^H_1IG>ahd^CO?W!q^_CO7hz(eNL_UH?)pCjRiSkgHvHH5{=WX!3 z?WL%>&j)y}voQ2_Qwh$BRU%_As-J@L!(OLh|86KFxKT`fj^TW=PwuaS0qOAgityDE z>jWq{x-olis65U>&pdCVika}>qhnOf`<*!N&y=><{HYjn=}RnzC`!N$(t_9HBGvb2Jz({;@)LLjy;9sH>?|O`E5+q9W!|Q(x4uhc}sVyifI{No?R0u zmz+iZWoFMJoi7o|fXmmI8c$yM{xq+sE>|BfQUh0t#t(inBL;44ogLtvczxyzx)8oSKQ27ZmN#6BAqpmM#1y_zWc(9 z#zEzw^Fy^yzsFgHTDxM$Qh2$3wodQ{1Dw^R-X+&v%uu;LrZ41KU0kpf*E%kX88U-^QA#o}EOY%~mSTesV}&A6 z(#P-iMU8=cS?mxO{J}sJik_KxHPK_BP`pMT%CVMT$d2L*6VAUi;xN@N7)(gkaa9Lo+$RnGV$yx)cU9%uK z$ILcb?i%bhcNZRJ5d$Y~doXvObmq&`Lt|wzO;iv1WkKiD)qWfE_K}p2y7bHk6V6dZ z(hl-v$+TQsKlRXG<|Bcv%XYO@z%$!1$Hu;2{PTQeqcL$yFq9Sa8*<565Gop|J08uw z{lk3j_iA+8u60oP7olGqmCBbdW*<8%RQWf&2rV<)d_5DYygt6uKa`L2Wv?ekSM3+$ zaZ3Cg(LOWaWkZ3SpJ*%2>fpffmu`OH@jmtaYUxy{S$u4Pnam5Q$+sRdOsNHD?P#3| zjf>Vo?dD|3Yb8UV_U(-cZpT+a-O_+Vkwcw%JRuT0E!_j^mDWoIy%d0YzqEIK2G;QS zLE_8E&7Yyca#l#|=zGv`!f~B;t0d0GVQ;c68n#2@_G$B0&2i=NRlt&`5joH_W3YH$ zO>b!0o@C{7XALyvH-#B9)`_;wCPkuLI|*sU_26BXFL- zGU;UNz!aPp1cvJ;1k}OBL8V{pj?3cA(L1^PQSTfc*KJT69%l)cBu5l2cCLa;J8$(b zKRJlUx7o@odWFH|wemiqu1;|IZ$Zsrxv$`g)5bX_L+|ozTo>4V7@i``U2ky4i3ei=LEmely&txqnzBw*qdCccn-d*TBuE^Btyac@38f z8OqLLBKSCIntN<_xvUN}&9R`YRR~ApE^W>uDNSh7o8r}LN-}@y_L1CJZvjoBRM+Jm z&cBU~e}&%)BQ^KTr|I|dD`)X%Tq79m&-rym(G5;NnGKCgA2h{0_W5~Qt5Bo8>!ES# zhtE3U;m{~d_EhtI`@?K#G#KwFnF$SP!=krMspQXnMlC)oFGE8Z-MIBpKWHGyUwz+O zn#bu;DFmZgJVL3D{Ip+XVSP?zNG6i!!!I{%4fae?|g`o6X-DX4=w8M z>-(0Bu42yG`q&$TXm`tQ<&m@* znup&0BBpEx%_>qQm}xDKvg(8L=Q~2PXw|aEyS6~nr^VR^2Qql93vaDBAP!As@9eWx zkUcF}H(@}mC6AXvr#;LFgQgRNn`ht5;4vvmuh4A>H0{2$cegN#-=?zjqlO$b1s=V! zVAUpQS`{krs8Rr$+y&#bZ4IG`REiB+B@ImrpKo2HvZ2fSuJu{-q9mRqL(tY$YT~^s zU`ysB`ox0We7U0}??&=HW!M^dT*B*&!tdh|+OTs|)qCXj6}c%VuJ+>3wJBA1%^H54 z0qQ&UH}!*^#yYQN`HB7l)#M(!w!u!~nmhXhWLOIk<37U#(Q)@7GD@5}Yjq;d-IM2# z2zQ3?xW8W&7Mu%FA@YmdiDZbjO~1M*su1U%KId+H{*nrN;-X*YT0DT5gK>TX-kZbT zXJ&2h16^?L`}9Plkf8;!!{(FIEY?8W67tmj>Vh~A*yPAnHHShx7F}RL9R~4d23*jS zoPjgp<>#=gMTL-<-NLjg4ZxXnaBW!1z*0E4{-xfIQwfl)=}_*f`4*B36>cBev>pxx zwLK@^djyBt3cu8ir9#SO%U0#>WpFs4c*#1)65f0wxKJ@`-ZprpNxJV&+5xX@1tiT? zir}@9AZ5$t)%-cM3DN~@;Y}-bt>h%iZ)3}mg&&KbZ|ae64}2~y=+ETK_XC0tTE=hs zb$Zr@+FCN;MS=g6zXrMR(@iAjml~MwK1AK@hJw>z9&!q04-7-Rrql z^276R>!hvxWWiIAx6EL$>9`qu`M@}Hwwr$IUA@^vHaY7yV7z zY5rtR9%St=`s?(1>~cRx3Lf6HE5CbK{}*T(R1tIp9=_i8@p{&NC=?2R96CJt$2mfK zm`r3o6c$g(C_0tImqi0UCbiJ!L(!HkvyT+ELa|A8ww;(a&JwfKtgx05JXY7aKh3%T zk7eA}WRzF&_+U-`3x+(-QnN?BQFC@RsH*c*(Yfr4vwEqU$Bv^icpkG-&5HL}(3yM(LN1Cd2zeW0KRTNpfz`6a~c=5yPQ*^T;LdXOp?(#E~}bRoX|(G;rii#13yoT?D|(#DTF=|V$(N|l_d0yE?BoZ zN&bhaq+4jbCApTMykWQf9oi%QJX5+zX154IIm%X^eDftiWyaCW>3==sQF4!roC)Am zj%&H)9V9-^Z${*C4 z7aF({RA#vokw zIQzQ)73Tgxlh9WxgqBEACG;t?%iJh-9j9XGxPt*Fvj~dB4>t2N``}b4n&hmwU=KlI z@*`LGG4TZXSE(49l?n2R>SI3cj3CHQIsd8mXa$12`j^K2enJHK3Cgd?rpW|}>5gNL zM9g9T=dcj>KZjMm%b$&cJDozNl34$FJl}~|XkHY$PlvpexV72+iR^2zbfq#FsOdVM$1QL+btT1x>O`ZF=du2={OfGH zk5(X4iH>eG29rv%B$FBJsP=v(%<5Miy&3KOA#X;q9F6)fI!pKy_$ToHT_D@T$0+Py z_h|8tc)aL%uN~d!u|DNt{U-*;jUGF1mMKQ+%{h;?dX(YhE{7z~GIU6aNPUp{A}Jv$ zV{ET${gC=24L}-*Gze)hk}48w*Bi^Tz%ZoYNNPwUkVbN@k9(cy`h@DyWj#cfl8uT_ zKt%?lVi+jvr6@a7l*Jfy8oG|rpD|3c62r#lVwheghE0mWFyr+YHf1G-O|!-@bHm@C zU#Gs)>pSZ7d+YNz=hvz4C~|s+w231{)sar~bf2WEr7?jMD%&AcTT4T`+i+bC?TOul zkJr)|-(C9gx*FrVORuA)q0?P@9bFBb?$S>{m)TwV3A!2+CU$dIx*FZ(qN}B$+g&cY zx*EFOrPtHa(CaR}p00*ocj@)DH1xYmudl12-(7kGEe(V2(i`Y%7<89@qL#+Q?$S?0 zw>$9%tU$nBpWmuLts%cvywN52oAtl6%!1q+pGI*dx^S11!gE-Ee|Ouob@)LEvrwW3 z$RKP%gFb-$f4^dA-6;A3X*v?Jx*{uC4Ha#~trKe| zP-T^g#QIEB3rQPkE|LQhYkwN+|7H`Bs*uu=JTdnF`$_%}u9IaIM}6(+6nA(^|6nzm z_GvQs1XvFho0JcJ)UhfC(@el`<<>XNvPWS3zIaE*R0f2Y-s!!-jsW2eD%vBQ(qLck znH@Vkq#*e~tqe0(4UXIG3fMjBA)H-kI)B5pCdly}5^`#11zeX6j9RoO7H;-&dcDWs z9Ng1&f*d#rxBPE~_g|p}yL`4b7Y!KE)AjvV$hRJ6{B3i5;QHq z-KUg~-r;tiQ`R%gxcUFv_4Ld2$gMx`2kPN*8Y@{o%&sw_t8n&If00g-My6vz+I@T3 z<=C|Q^pcO#<$nqVx%jN_=PPzSzTYoIyZI#zoDu*24Q2*Y0uc9Cy5O>+9?O#`1Z0AifYD7JE(`^lTp#8c~;=D^`L>$5dJ# z_T395>Tx!Uy^En7YyW{K_cqEFC>3+t;oq(&{`J`D9k%Ruy~CCwQ(S3|bfUWxm4qh{ zAv#j<195aPo%OK6jdY~A@gmVd$4EIV3Y|f7Ykzrc!kkBCtmH)W?GUk$%5<`1d%EYu z_9uE#=%^gd`&tUwicYg9+EZP4FN0OAnPwEPZzNEfLv{OBwAFasZ$$T-gQAGv&OrZL z87R#mdUqS${TtwtA9@2Uh5h;ViQn%9mQ`l^55Cg++EVv4({U{{cV)$~%$$}&`3?(2 z1)?XQez|B&EW$9E81$eMg<*;n=%P^DD|#UY@Y1(?GhsbNt;X0-OUsdFBE3d8poi|} zI8r_Lx`Ao5IcUv>K>T`rjcwd^oyvniLTtu|dm~^|n?&rc$uSVBvVQ5(6Y&t8FZ-l! ze>EJ+t2lc*dog5<%1SJ7n*g`flH#j}EW`7irY119km`chi|*fcV#oeE4&%jh{2D$A z!}Jf){;%G*fEB@Te2}#yFf`7Te$@1bz_n}7)>L1Dh$RMgb97wc=;`b=ORH7!e90!O z=%4&W@ayHSX#G!bxnvkA$?^_sL@P^%VCU$J0lD+ID}Z({t9oN5;+CD|)zlg+@O;0X zVZUA}b7zjPXISnG!d=;MW(YjrAMFoc&qOS5t($1I+!f7F=gVEub5~N_8I3dJ|8%}R z^k44Ghv&O>*QJ8hCDtO?P>HV|)xjfN;?*3UqQ9=A8X#O|lYl?hAyjaL9q{2e$0ldGp9uGnCY?e#-i1w&@{Sj%LrG(7h<+ znQkO1ne{1j57W?(eXR<28WQ|r^WNbF+;96xLy*%|1$f6Shk5PJ3|ZY*5E68a)eg`P zL)Ib#*%5CZ;^AqRgXgBy#lXpRMgw9u-onGVW{UGbj)#9`X7F&Xx#0|dJe)h+IOYWp z=bD|)=0*^I5X#rHQJjBv10K#9j!D&vH@32JwDu&eI z3#B^6^yL{%GgJtjYVXM&TliQO=G+$=J!1L1zge%4g{1h5R^b^l=b3!hIPKvqyk59p z93{c|<}2QV1&QWFqceHOtm?HVGPpKeihFFq{<5fU+p6t*+p7Jm-UK-{qsX%-?X^+M zJr{J$?h_9w`L zy2f|vMv6W38fga8lk9^=8l7pz+vd}|J#?xYxkFeVA`^`g))>(wQy3&V)xCYZbcsY+ zIZ~J%4QO9pq^BFz!;@k~p}FIq0m<`XIbEF5Q)!UuM@T5~L-CVe*NUb6w^Wn)vMxILJ<~oRutcMrH+SA^dLSiylt05~CP4B!U zQgrVSHk(FUX-_0^yQdtT;^9f9Q|6)faCNLLz};(~Rx>D+NG z-{BkjC`=~R&5?mu5bIPtkY{`)I2Whfc}GGYEB3Ag6$AFpgn_E;-3dd)**g@5zhduF z7*)dFsW3L@o4XZQpU<*QlQPzM_Xlg&hA_r9b*vo*tQ{Pz&+$0leA)ga%Gzxp&$(7P z?Atp-l)o~0%3RAv>|y@^v4{Nw#2)q!5PR4^KRbwLhQAH~cnx~_as)jZzkfBPaxU_F{RAtgs(Ws<&Pf}G~YD)8>l2yI5 zZB^N;NQUYvWK2{^MD%z;SLKxG^beG1YH4N0Ezjj2C=V?^?I}zOgIlJ@KTxI<1zAT_ zGJ}HFINXBi|3tw)?i9KU)g3)Hx>AYUlHGr6$(A-V&3Y)A$=XUxbNip%F{%4IUP&dp zQGC9xYbi$xI*+b8S#^%d?5W?qB14u?Xc9{F2K|W^hWgIPsGi3#wc&`!(yKZmqiKvR z_C91l^)So|S^eI~l1pAfL=VdfD34yKG_j{h$cl@jiASs$m0p1gZNji6k-T!+IUdOf z8S&GIi&5FEm0b`b%i7zb^H?6_?a+m;Kny{797jBW?u4}`?+g;k8*4z}_DC97yEkME zl_?U(vGB^^*{^bK^~Dzu(e7z%BSbCfr*Y_YZ+O1lBt%u#5aMOx^v55#3MDuFJcdTc zz!7a{@ws2d!oz^;J8M#6A->GD(!NOu%3>DTMa76iLc6ECsqo_1dG|pjn<14tXzL!g zFu2z48P6Dw+eoU_YCv{kebxuNsc>y%o8YmJ zws6u}r*UL(8Qk|Qp0qqP3NmZ!Holj4g~!K@UC-2Bf%GcTCRm%MG1)hb;k{h2VbL$H&nLZ+Y;VhkmIApCFunsE;mPAq9-<*|#D8^g4%V4~{ zjodw=ti7Qsobx)a6#i2mN&E@?CqDP-w3wFQzM(=!nq}pgyyqe*Jc#wI&wa8pDMKTuTx0l7u@l`PCCA(>;4g?=6hdPw2vyR zD?8Pw828~7&8iMGx+`m$HWh#S#C;T|y19EYIZr5^A9y$`OZ;9szhIK3cvDE8U0*y& aa_@2;#esYIymwKo%l|*9(R`D5e*ge;wXQP& literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1014/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_1014/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..3280a8981531eb1d643ee0ec77a192a550ac1aac GIT binary patch literal 9907 zcmV;kCQR8MiwFP!000001MQs&JXGKR|1Vh+*%C>ON~tLOQt6CrX+cPvmcd|b!N~0 zxo2kgMi8VI(n}0V6#f?xo#||?ZGs@e3eX|WB@F3>QUppCsyFd7FqX$yQ*f1y_G-?1ZLLWMd=}z~jTF_azpG+VnW3e}UYU$kLQ6E#TtH;WHfU!@5>u0L7omt40xC$xyfr%a&JGB37^= z@G?1_%4E=ZH6rRl@nccDq$eMHZt8aShlxLuAqN!DIOt>n%0@ zkfjOEU0H?g!SU^U+%sXK*!h`{aPAioi%iYnyH*6`wq9ZnzquP{{_1|CcRbd>S$NpvtJ(5pI4@paz2!@I1Gv1x zw|V5YmpK2LlVj+zZy?TVj*`V2A6^1CXhjP@YmvaMgiqCT?*E1J&ie?32(2nmV&tOe z`mqg^F28lejy?pGRkEyyvkroa3ADLcN*_Vh$OM-;pBI7$ch<;Ou4%yg$+eLqB5Wg< zgS*i(FYmm)i1S{w$~~cIEu0TdZr3oI6eN(3tfR6gL{Iu<*3@KQu8H5+W7e)G-xzQr zN+6#&_I8v0xU|QtQ*OBdG>d+p_uI?UE?Nm>{civLRH2=3Lj zO}sgS;Q4He4I>LdTlJ#M_tU0;wzo9Ney=Gw*)rlq<+scMdstx9jPXK%ZBjO?uwf!# zPj%h8OI04QT@6ioncWBMaN2<5j5~n6=aG2Jl~x3MN&#(!+ye-beH>Gk4yNO~I_rR+ zU`2a;U+c{}E9~|6<+b$3qO9z!g-!@EM}g4H<(TY06Pjv+$+iGNthll`jUeDSA=3&% z#&F&>yo?|QMhK$&071sMVAAS`AfsFnWVjusA#s=nXJAqrj3CNuFe#qFq_6}*-k6wIp_oZCeM;p|@qCw?cQUXTIMDv-e>z5$c0dS?xsE?A>yeqZ`aI&0FE z@5_0@k2Tk%vs^t9#4Ux8=QvEh`Gf))n1Vhb2#c#Q5d>KxLuh3^q1CVs*StZHb*m6$ z!$Snw?2c*cAq3erA3ln&!(za zUF50|s(`C=P}v=Hx`Wc8jzPh3OK1;N6jzZ@AyD32Idf&j)p)4hn2^U@!7&TD26ddP ztx#c5{!r7P453I|+xYLAU!1=${fN$*bm{wYHvX~ZYIT+?oR8gN2zidgqhM`W^?j|K-&vsw-xoFE$69#2v*tsaY}O<~PA4$gjUi;a8k0>sg21BX$Q;^f zW^V|YkO&zTL0e1}LG)l*>6k-1>;|S$I}k(@&e6lTQn$b~$Pbe$v>Ey@#-wl;lRRt} za?rMuvBo3??E}dG1d)LAzSt>fkHJ1BoQd@}yubYJ=SRstS{kFjsw{RG^Hx zg8f#=2Z{v+`=U@96l@1Vxc~U!nI->J83Qhw6or zhmOXX={mNrOKB|5tQjqpPW5X*)^O(#$3qP`Gs~3~%9Uja7JL$>3qJ>$$AkL~9hVKV zoLY@DHm2b`J>{EtLIO7x4^aKAm&sw!#yTK?#k7M zT`?3ShG?(#@LG%alQk(rG`!l+fCSz2vxa*Va2`EbKA?TNE6$wgez~ukRRr?V&eMU) zi5GvFx69N6B`jC;n58`Z-^fz01#&4O{~?QPcx}QoYTGqniAUACJvi}^ZA4+s}dJ{BzXGh!pVi> zaW)U}d6V4o0W?>yZaliJ2xkk!YtR*~rvwi!SKaZ74qC1rS!5-74z#+eelpE{NwB`u zxz?uvv<<%=9n&%&wAl#TEqNyb+G6)57rYGsZKeCycn&TEY_k;#S5$`sc33HOVu23c zPhMb?^}j|oTc|HvNU`U9Bs}<$FzJ8CTwjH$9$jj8o zEBu&ylIq|XeB?u(IoRJM0 zo~?{~wlWsyv+c2Wx5t*_e7Ym$@{W|haMm|vcr;~rg4!cbgN{56!1<7KUBhuc5CP{! zKrX0Gcm9;_{1M#E+Ic2xXBN)VFU5LaipPRGoO&GzZobla@Jgo)TpE+7I3{lZI6vHM z?{KpfApIL!5q-fvEL~ndLH^|rSj5SfQjZzc(g0{{)%#L`vy^k(Y@Fp) zrve;zWViO0@iYBA}6|m(w1;^_rfc<&R(|)@| z0eiZ|n{qG>XIo}v@$NJEI9p9c)B7BLDUi*iaH?X%sb6N}M(O8Mr6haIh9M6{(&Xy| zvVKLQ+OVwQJ!b9lbMz^SVZY7C;X~dQ&ny>AmHYu0E2_YwJ|)%-*#>-kP~!SZ(b*1X zbxYXG1=yI804jZjUq;#=!+AI7y(x$?1r;+Jt@L7=14T@q=FKkMO1}#{Xp@4%?0D_Rl)6Qx$A1QjW};P-mB2w z=KyYwUQnNZ#|m8YQ6S&iReSrYIpA;N8rjC0*I%#)9`aWmGwt+6;UXnd<_ zU5u_1NM1blX8b*z&#kU+8~oLeVA00_Nwp0)oAow74ZCs_G{1RkSM_=l&X$$aqb>?^QH2~17Oe2M9+DzM(}aJX^uo7ydUYx1EZKX^Tk5I zf%K|Y;kSK2f>PSTl+{x}!ji~65o5(cVxQ#gH%FQiTxBydb)X+eJhJ64;93QeZoG`G zyf+Hx!6WHyCJVpeJQSI;O~=K@S?#;Nif}`i}a^4 z0ekkVi&3H1`8ngwXNvi1f;L;^BQ8wgCwa2v;C>egn(e03bM^wZUeooERqX`Fs_Y6i z(Fg3IbKl$|1@Tix51e1NlAmI!b9VQ=1K7ghCUK3kK-;&NQKE5qpzVY4-O2N1K^xmJ zrOb>*u;IpL>cokl?P;jOrr!FXt&IF^d!!%1%gmPpBZLWNS5&sjSrSaX|8hrp4rn`c zZ;14(Y=X%R{hD(&c3`Nr&#X|$IrCOgO+nkXOCLrr*g=pr`uQs+oIjTIokt=$fwtxQ zCXKg!4bvObSbj$Zv|a7LaoWlV&=%wSEyhm>w56SV{k)o3PyB*=KmBi!-9G8nxsN+~ z&TkhkE!kfpnC-ojde4{aIlrl#uTHr6`}~|w$u4;&n4egT!*}6)|7nTMp51QUFfGHr zHj&`Ri_=a#IKa>M+M8v4atXd;TDA|Zhg^BGc)dTtw=>gceU%36H;ob08>Zc`sd?#U z3x2+C2)`-o0NAe%*zCB<0_>Ob-mG5f4A|^7%8L~h0lUS1Y+b1z!RPys!iZ0R-DrBC z*Go0Pep+KP*1D456Q`}YpoCz}t)c#x9}#?HXXs(E0kA8Qt8avVAb30a^MjJX1aC6U zXqg)U`+C*N?7cRCeZ}+Cq@BeCi@d*TjX4Y0`S+h}Y7-q=>%F{1%HM{RUUv?^d{ zr7u&z^#HI>4cZnof(FA+>IlmRXJGe5OPiacH7$j8~b zeY|QsAAz|S0;}l#T)_OvO7FhT-wYN-G^}oZJ{GvA7Z23lk&Tn;)(+N)T?JlO7JZSa z69PV@zlzUl48`f68faOlFN8BtCBRlq-hg1$)9H`Kl>(Nw{B8?jEu3N5k#ccCmvDw( zuAMr3!X*%~qhOfsBQ>z(X3C?}yAYhqZmgs=CLRDQY=T zD@>^QMwZ;)mnPwDP3~Zzc}BFpq||6EAI7)sF4){k)uKxo5^x3_f4fM_b2x?pCJ9z z>I+$Z@`0e(8zabaLbYl_wF8j<%6t-O8o&zOTGwN4Nvn)Y*d;8G>kiL)^=Ptsj~N$O zeQaaUs^8`@tLb|zi%$w<#sKENPcKe^4AHq~buO#%G2Jh3#-#Z)oSEdje6hkie9SdV zt~@`n1ZQ4^f6{|mA&}?rYWBU%!8i-UCeO-}_68T!HQTB)wD~!xP4lMdH9i)dIFx>~ zs03U(w&;?S$TDzcf38i?!z6GmG;NTS-$rmdu%`b}8w;Gp>szn(6H)@DZePyMbae;i zMsqhytjouF_kCY!%{_FSRjm#iM_Nq4S*`R{bK7z?@YqL`r1o+M&N{6+*Spqn1lvC( z4);C*>Ju(4Dc3p;p3P^98x~98Y-rV<*Hml)nr19mkY=F`nm*JZEx8V$`JF*UL`*Gc zwOd#dE}j9}9IDITzkv4Jf$9Shi??% zRFj>TW$hM+Q?)_(T|*y#vTEPg!&HDMc>q1t?62k+f_c66e(|d%E8ku)b*YB}x&N!j zyH-{OkQF7WE!Fbc$#Syu_WyNfFIiz)%6O&II%GNO(sMIzF2UX$?!|j^Smmeovr!0S zP(5hw=$psR-VAE6H{H*pLy#wxK@D)Hb`6paqzBWOw2)4_{745-y(nEhC7BFXCy(Bq z6u;n3K5}Rjhi($&1lVIZ~L^P652rcL(K<-jfH5GuB3P{;gQ(t_RTAyh_qhqU_h zO0)X|u{_xO(}IIx)pb0Mcfx5jU#cI?n@;y|L|-iLnr!#M3LZ3yR{%YjNprXN@Ce3& zIPFRVZC4$4Gur!0yBW!HrTJgnEa8vmAJ6}Dp4bi_n#hmeCiwqh$BT~FioWr{+eQz4 zvjN>o5B;`B0>QT0L*IsyLa?_S(Bn|+u`fcr@gR>5bWn;2_LhSZRDURC1lx5Dy)#pV z8VIEZH3-4pf*?VuBgESf!=N;v(3Nl_xcTGd6Xvg1Gt5>Q%t|gi{XuxjD0rG+nDjiD zoCQo`G&~IEW7KB^8B>QKdN&ZnC=)@(?Lm-mITle06oSb-VR9)Ydia#$QiITd%wLdWPD1 z-No0}(bn%SzP_Qhes}Q=U^cspZ(yixVA{=98ESWzilL6SVRxw*8fqJM7vD%n+o-$v zMuyr(-NiT7(KhZbzOkXUad+`ebhJ&ni*I76ZPHzQQyp#7?&6!m%QgLlQDEim@V`}& zI_iI`h~D+9?{WP||I3kCm{;P~RDX&e&zuyQj{g6r>!$rDKJdVLC>tm^>WccJHzZKn zQ1P(rn&6qxkvIKk()!iUujP|7a>;Nb!x?G{NgZ%#}pXhltv1bqBNnHs- z!*!N6(+t6ehf1$+2P^`c)uwqQcpV1O>T6G3nWzS$^VCUR%dNq#+tL$uTa5wf6M% zfnPzot8L*jnL2QGc45+{9m~MEa+cryt#812m6s03l?H-b^PStG^|yk2N5k`tla;~Q zftD_k&iNpAUD+#>xA*?-a{BFZ3>ZV3Fv$8bx~JHM@v&0q9$}$T9wz8sUlZsxhjB*v z#Ge{?!x7y(%V>Kg;Ouqf5~su2+iFpv3umvYXy?hCy{B9^TXOcIa+++(=SKISQvY}v zcXQMKx6A3b%MsnfE!OJ`x(C{qnusZQd7*oe9Z;NsbLR{ZiekGYXYa5J_63~1zvN># z;N^$z>1DM;2^48+eR2YJoV~Y{nxi>;Zp~Fah`Z6fwU*p(#ogTW{_S%5*UB+PegxBv zC54wCubrWLlqDuraP}mdOZ|+O8_$jIL3X~fKki2NXfqmZ`fr!hKUR+WMZ{L#OxudL zLv(MstNAbR@TBd?rz;}yE6UbxXQyqwN%04vtfoA7?f>$kk}LifINKDQb#pE}K8F(u|H z@PtxfRqqppyK8rug~q&51Wze9920l4@NjPW|8_b3xEwn@!BJ`h53;15JgP!4cf(J~8L6q+& zVEnxV`cJ2XbsOCM6X2>}dIBts{Q32XzxSD#4ELOz51+-=b)@Fabi9!o-3>IxC5y9r zXR7WU&hDFaS0cDI1=Ag9hai0=V5POTF`n-1np#Fn{a7cuuCXobhua=$XXS3FQ(->p00;^ zDC5%#Q9QqES2#wHU2X9E@+{g|Z>b3uqc`CeExOxk4A|c9`Yl#bL59qG77DadXEJ&WE&6|n1GZ3Ec&$ct3 zWzVxnd6odr0_D#9zntz5+AnYBkHk*uD-zMkkB#m zfPEk+zbN&BY8&wVq%tw}uXSKs^4M_|3)g@|7qDcCk~2s?9%I>W_SG&kl=Sa@%lc=w z5fCg#cMGO6LZ}|L0q!&p^jl~F)6lQ|tO{=$68`1ky~6{zzwIjx;SR$l*NtwN$Jxvf zZN9=F{mBSdEi(mh?b7EnMS-_*|D13Q%l-bsAn%?3;q2k+xPO;n3isy?2i$In`}2ky zZui9fdEJfMU2%V&0n0T=aetnndhevl>oTRixPKQzv`5{C`*Ta&FWEcvi+{2+=zO;= z|F8RsgX!OBxPANC9@D9=M7gmPsjy~P*snP;A<)GFyvmVf@`g7jmcKuR!ONh02NS(Z zhE3h(lW?QO>qZIYjp5Qfw;lFlQQg*6`_I-D=cnF;xh11Wj3=DZ zXyUnr48|p+BHR<4P<0sNgu5v<-e@T|8Fn=iljct)QJ5qKFgIi(*L>iuy2qD z@rQS6Mv4MjjZ83;-a$O@nZv8WDIdLaHCkUSB}ZQ{X#n!K1BYy(8!rUkhBu{@~eet!0y50vwy zF@l*^VS)5u7K3UZ;Kw^eI+Oy34;B*+@-#Xx)jVOR$;y)Urv>nN_C*`^ELwmEJ(N@Kcqw^!@Um=4 z2@iIrcMO##4uaLf%M;%rXxLBmXhGvP-qVG;94#8mS>4vTP2qw5bPuW@!at_-`n7zA zU+AMUnX~|}V7!3PLvc@H@Rj6dPPy}ngnka#sst4iY-NHP30s|@E`hC381@2NrJz}b ztyIt|{O)Q6^!r(CXi`Qxul_(+ZHOS)P=|g`hkieYt}@{M@+D_w2fEroo|{)W!t2D+MS5RtiuA ztQ4RKSSdgeuu^~`V5I;>z)As1_bUZ_ELg!zxd78NsDTKnHQQZ8fBo7t?Hb{~O zC7h&f3O^)hdC*y2-Xv{Z)H9gGp!#tZI+B=l66}@KuyG{PJPUdV&4U!8JD-GEk-?-; zIGB*!De(4!LE@g#`yV)?g}s9%?|gp$!1h6k{M~b`82Daw#bw_uS78R!Kg6|BgqS+-aa^h8X<@S9QFIakzDEmq&^&gVH&;R z*~A}0!BJcSPCVl9rdFgDp0o`?=Ein^9w7>MxKa^l6~JFe9Yx~(wicHi#H%SaOAFbj->4`I}Ww@5Nt z2x6}X>*EQm7ibmqQH2wsJuF68CgN#Ou%0Af*@>@(^%4im>L!BB3Hf1pmF}q$&pHr` zyRUw{9m0IAjk_;jZ+E&Q5rDf(L`w$hCl!FqHEEwunydr&t$RtG*l!6k3Y5o-6fOiO zJtFI*BBMci>U-y#%TvHvlf`W7q-t>dsoMSLlkGvWMn=5b@+@$$V#j9lsN*0daJtO+ zZC2pWIiTQONCELvJm$WbbP24wWq)jDjvRP&r_Y|vht6~;uXm`~#BEQaSgtr$1CRI` zMHuA^*3LLqL?47Ou~18+Uk9pi$@@KRo~7`g`by%D=RfhiPbXtqlJ|rP4$|l-&m``P zq;W6wUY~boXTkIAcrT{X*_Z#(uQDECI+YU8&7)!d1nlUYqYU6nqH7EpJi{H|I_dbB zuKQb*#-Dv$!Lid3es(HRao)`uj_R`_uXE5?X}ik!?V`j zXPxJ)9*tob7skbl#Do5c@vO93s5%S7I7QI`AC2e?7lqtN!bqdhzxWXa=X>DY0=2KqPq3Ba9*W`q-1)2}UGeM%Y+SlBcg5^%~+P z0`+b=`~Rr^u(6av;#&P>Dcu@(jmGv$7)ouUqJLf*0D_Kb;Z2^bp(1L z%?UnaBE3a;tnqHXgkMtSCzJfu=qXdW0Vm2A>+kRHV{_x9Q6IyrIg-&Ow9Z2rt>bC2 z9R3%F+rNST2L2oPZ{WXy{|5dW_&*p(U4S}ZBVG^xtG`D>7W!)e}`F8e^g znvjuCu7V3Q@6O^3`YjjAa0sc%DZnD~v`ezt z#w=XIRTA+=%7`t^pL>VDm)_5o7Ta!gEX@AS;0k>Ul9<;R7FtaUNd8nh_qVh*6v&x2 z*Pn%}kGsr@%*tk=jq0w+P9dVOp09Pfz5RaJc+4q!){P9dv|A}%_>u$+I^wNOP0UY$ zbB1WUi)NtBQ5d=EaW$6c?Nkq5tk`|>fO zN)S+~bVS=gg~83lzRl^@iy7Ru@K}NK(etqVR%k)>@k0#m@QnP`V~v$NKa{#yD|V-~05bR}*-Znj|Q#Yk*Dua86iAWW?M)HAijR-cHzg zJu`4Qrx#o9zTG>&-)tg;eCJPI_pKDdX9<&d>a-zJM(yy~H<#exof{DmHZpMdtY`gx zuL*GU!g1xu?)KmESlw;j`0xpEa#_jeowWrlJdMe$UJ)>dEzf>9(3WBOkS))hxEho^ zwvNGA{0WTg-p0ay6i8VcesRCN=X~7GAU4zvZ^r9!S)feVcsJ z6q02c(kF$Kuw}|U$<00QUNLwx%FOCqkqo3~UOU2H(*l`7nqRx(Dd>m%+!jQ;dw>n81^)EqhKKDuU{B6>G8lQSdzB z(Mr?U=TKKAD{A{%5?*;Uw=GCDh5B8Z;aQxcp>e_uSNS-8Xl&f%rk45vnl2@+QM&pP znjHh%v*#{{mMOx~ue+n6p>7D2B}| z#jrV+7&gn3D(!PrY2C#zjhj@dnqio-09Df`W0)czhRNeFY^o}T$yQ^SOg)B8LitY! z!m#m<7$&KNVd7sfOtb*QM9?+DImkSvW0-&qn*L{E*rI<$1Ff!_rI87#YWG7arw* z^}i%~yWBkRul|?B7%wwuQv3r=Wg|HxnL(O3jHHpI21)D}jr~RZRB?YEq@H2aK1fZ2 zgls%Fnm4%b{-PY3kUil>cAPsF=`_-DBxEbOw<94t$n8XvB~6A%IyA{qp9Cr5Liun# zL_%qDT|`3Hb0M3=wHO=t+>aB@4V>9XXny5%LqhWqry_OE;Mj|_4oMq{@-YRP?=Tbx zgF*8PiqFx34!wq#&}cNL_z%^1%G|aV%`d3_WQx%IavseuX#Q1R$SPHI{mchU8H^t) zL%*R~xPdA&Yo@FMSY-oDZB%8-4%N5A8Z@WK4He0eDlc^2dn=k_Q2qEV$1s0XC!5ha zVv7leZA-$i9lNR8gQIFMFNW)y<_s+B}2i`fHhJonA+?+R6bHe<*81U%Pgks zBv@s$j45k8Qm5hXTbm>9}e6!qV6 zsBVN%Umkl5!^YglFn+ZD7*&PVV&NFZi~0sPY7fp3G(L#Tc455F;r;`SVk64ioH2tW zG>j;3enbaJ@)u3|MRGLF9HhC!$Z(Jr4bl=Mbgvlx7rE1f#tMekXBetWjAGBx8W2O{ z9YfCp7+MQsMKnF53E4@kk17syzZ^<5p?o-Okx-f(Xl=!TuIDI5LTgS=1)AORKtgLZ z&RnWp<3e@Gg~GW|pWs5agA0uxZj=@`841PVM*W-ioPYKBsHI6|CU7W-8#&`YMD+VUfkZ*v-6?6y*mDb?IVtffBpw^*bXc|ql1ArPoqTQtNhXs!u4*lU zq;=QT6}Ch}Qb^>5(`%I=dFvzD58t2uo{66h=&iAblx-<>R`c;Jyg}C79JSJzEmOCA zuXTBJjV;rJH}go!zhtsbb3>EN78c&Jire_%Ebnibey_q@c}pA%Z@13EMMAj26J3(49AtIKrV;boBZA%kn3M>vb}dt<_;iN1cHZp)2+W>W)Ln z(Hr=yIaW|AyJBm)-eD*`^x3E+^bwS9*(BTGUj$|1JGKhm*#c$6Qj?&Qc9WiG!8cPqc)dX|Yn#kTCt=8eyP%STc{=}w7O z@R-n7Gd1-m3!gSjQomDwfi0imZ+&_(uaqro(iZJ^4a#S*HeLKh!r_Z7e7R}soQ`ov ze#?3X`O5X~>MU%~$LZ=Q%CYj|l%k_@A<)oMoO|bPH8hD$n^~SO&YtD-6e|c-3^prk z{1m;x3(cE8eQp%vhvxL);~v*Sq4~p(0I{lCXwl>~TqoZQEjh}wRkEw0<$ZFcoZC`( zz4m9HsN-dL-T(A<dr&Jt)ZEUrmuIRhO6q4zs%qo8BmUWxJ)A?UdI{F#)iA#|Ys8|AElP9kRF6hy%I9-@Wgq~0Z)vOwR z=qWfJFl$LR^mJbLASo_jjFa9k4{93Rt(a^zaN3=={Lk}&-$MbHb0cTjf-7CsAE7rb zMfadgJ1b)+7wI^){GQR>XC$8LL+`$|%9)dNS?P83Fs?F$J_NGuPG4Fp*Co7f7>c?4WsA}Sv8_7!b6Hf*B!l7q0`HkhVJhxA05Qa*fB8V{Hz! z2=Ily_MH#S>nJzo4vi_!6D%4zpmCgwfzJ0`Q2*g5{?@sJP_JLvA?HPax}U-qB*9L%gTFsDQG*DOX{k3FN;P z(b(|iIiymmfkz*%;P*)3_ee0t$)cj;n-(Y4Gw3|P=0DAV0oII|n+NXaJ?uD4wn^u{ z#KMqSOW$4M$@?w$4y5-6!im1)W~B(Q@Zf#(V=alwY#BwKq4qdwAzPlbpj7N@24l10 zg1vWjvGDRKyj6t8{@*fgU-rC7ytXX7N^9R=d7alTaajmJ;%Z7qtA!NQ`>&nkX3I25 z;+=neEWNsR-82`cmvIfS97~~G5-wt_U%WD#w zWg!1lk>lI(vzi~lndB^UZ#hnb^i4CqgwponqKNjzTr|oarW{PivYUAX2P0EV! z{FM5=^#=Wnaqv>&>72-{m+*>a4;!#g*FTiBGsaQlHQf(d%T_|OOlFg9;!Su>DZcYE zXg$zBYK4FfwC#U6Rc~)Ov={iJ5$ge+dp3KwaqNR`d!xnY}ZQrZUl z+PI-NUizHbjm6M?;qkpiqFE#7I=MMPdI8YcG-_|fN{l@>MFc5%eSl80GW+?NG%hdhgqzc6jnC^m%cWHazh#mmYI@B|JX*(?Yx* z2bJ?g#S`$J3|90muz0`8f=LVM-MGhs@KD=AAzNFN!SWZC<~4=YaBqFmwk%;XgLjCw zx)=9NgRj0$s##N@B zHHYN)j`0g_OoprB@ppEGWWtp)$!@EbX>d_>J?E)l0XTPSe9w`y*>DWJ;-}0th5c)t z8lqN^At<(dIypm$F;2D!)a!@+xDLAmC9geJn+_>8_=~xAb4JWGiJpnP#yH6Hu6vPl z^(R{vh!=3JouvTfpvl3fLrO7`6o@7uEQ$*nGvOV*Frvf8Xjn!jc(TRyv*V!oYQjlt)I zqtt~nuCTB!`i+lX^!nfO)ekK$)zt(R*4I`n{3&#dg$;{=zd7m-G#ul3*J=0=8cVlt z!hG+tWz(L{DM}Yyne4O`!rwds&GX1!hBk@NyzQj(QSn{SoNa?F)_!RI?l*x`Hw;=L z4Ma|hy@r;u8gk$@Yj~}LReu!N2(Rn=e5XHL#9-^*b*uImK4Y@_-P{dPo1jgrv(F;s z8`}MZ;^H_nDd^5WJmZ!rTGyJ$TRPneh92*2!84K*py&DwnJN>s4sJex zm$*3!dKYq&6Z*zO?}4a|ftPMUZytK=oe<6#C($+!OL;fBL$q&!F#hK=II}Q9a?cNw zk@LWUR>h-NA%^Ql;eM_V_MCS`>~fqe#F&reI#B!pVj_3BtPsqDm`8B6#(E~iv|DL} zEItG0Bt#6?Jlp{1CySTpt~K~Qtw#GvRNRMHt;(BTEygUopuc9n;tyT6yl9(|Fh1R# zJ%7&5`q~i9;H8E&wiR#7Sa@ao;&8)bLBD0ZY{BgHduv#D)kQk`#26hGUYj_ty5PcN zxVCqN`-azXkZ`bwQ%e0BTPFSpAUyh!#bA<&MD?`L)sS>1+SynCHY7DqRW(7+J;{o) z*DG_3AlbA3U~_pUq)a~3R@vYPDQj}t6KZEbO2-7=xNpXANAuMmb@yor)y4jFR0w%$;C8wz2Ja zU!mvXcU?S&E~laAtxMLYFiYs^IaB-Go)>yvPL7Q}Y5RLV&s}}y&`0PguY7X6A%T@y zYn|q9S7pz5?Uj=qwz6l;L`M%dH&jiA@hYU$4Mm_oqqn(jJx2-K9c)yZSnGH*G$- zYSb9$u9fasaAgj3KdKijbaa94EETzy*oV-aS|)dQ+F9s6pOrf!?<90@|H<`PsFBI_ zZS8MPy<>9uoK9t}eCVFDDdBNx0+V8gmu%m%0=jwhwNB*KGT7C2>qRinMd+%J*g9(o zK-V1}#a&BILRX@}ha7Hu=!)tP*by&x{ZJrYlI*8Aexj}eLBd>_mMH9 zE`_q^JE6TIb-C>M=Ai$P{v;+luB$YhRc2+|ha1HuXGXwIf*2^}}depsjVojvOxv=Ez;nSAjcU%NjLdTU=Kh0nbMz0coCoiexzy)`8w zHq-c^_gPD1c8?VFR*6n_*pUOhPqaPP2d{(P%0>N;?^Zx>#q6d_3&NNzf7-HEM2^Wj z`|GCf{)nD)Hz@cuJYurQx8g}dKlJ7-+b9u1U^0Dfrd$03=uMNpZ}f%-dQ&#$MvvJ5 zy$KplG2!UC%cZ9CH#R`;`R|^qlr}-{nb41Se`rGQp(=xeL565uYvEqf z&5io&;#~q~jZr#A;Rnxl|kRY(ph|VwVp0mRyZi< zhdhSW({z__(gRqvUH9qJMT^0jSSaj!RUfPs4@l%szyEutn!mIcj)hg8Bx~VkIV@cL zGPft?Lp@vC)b~C&-m{)9*VhSGVaIneNLcZB^2SHrEOZhu)1OUv@_UM9>PxSB&dSE7 zO$GKsEOa&uNS5;A24ZfmLZodNxV;iMf1ih!ElHXaq9!i;$e`DrWg@c+T7W$6@@@Qt ztw7%MKE+Ns9K0v?Rl0u{1MhIXbEDoq0-rw5`#EQRf^SP{MXp5!_|=$g%43R^7PiXx;AFu1i?@@NF61KZsczuL-wV=(y5!D*%U z!(hklF^OD1<6);$h1B=9*Rad`wd9NaB-k@nHSuz(4TRvDI&{t{!QOQ{!f`irA#Aai zbd0(=?6)^4*>Ow}4$P@rtd2Vk5dq?7(SHz`UE_R$m;nc)MaE`U2*4qspj7)~3UGK% zga*gVVmLaTe zReo^mXm}STsHpZ}3cPFC*9QeB;k{;yrPKT6@P6s?1oz50@P6m?kD1aI@F6q()%u@{ zf6s3PaUqe8(8ryZrWcDZlJ=a>Gv6?M8 zpRT!Iad9GpTpCuhi^DQ-Txa6*{bh9@aeQrIw-P+u800t8%j!L5%Vcf&<02JB+~}JR8+WaF z#o(9?^8}`4)!_uWZv2GT)eMf+!)C295W$U&SZ`98_6jEy;g`5QBM~QT)tg3CGQkPg z@)A^oQ*pvCo`~P8B;m&GeXdk@l!y~iA`w0P&@+)wWocJ>4i!5AxExk=Z z-UZ^5%(7>QpM$usS&!^DB*2xDZ4EP$KEai(x|)h#@BNl><2kkXOr}6wyK%!TyS*&D zy6ve}j;tVCCOj_w?)~BmTPBa2zU0yP^$gxRaqh6~_6!!@-VuCwZr|nKbN|;pWp_SPgHROaH&CJbwpsCdNSY?bmG%q1V ze+j+_Ef@4A7`WF#Yx(J{bz@FITYg^0OC<$pkLLIMI28vS2^A}S%}StahRSvP=ef{b z-cYQzx(#}6#oO^*6ue%u#0HIuiw1xq7pBhoL4b5BwBccU%Fdbt`m(Q~5re z=7-V#n7S8xk}_j9U+ZB|{S?>jbGec@b!)%2@{)d>y42W+45`aFwOEczqwa3RsclIJ z(swAssh+kgCBuS zIAx`!Q%!AeGU=|n&HIuhPRVH$*+s;K!RcD5X9%ISI7Kgs8Wp__IK?$Vw)qR4a0(rl ztd(|1;p96Urt)7j#!V}8tV`SOjGJ~^WXpt$8MvteKeP&kI&g9UBEiP{@wh21a{M0? zCg7&nJW+lVQ;3s&=szQ@vj!)-C@a{0wFOSr<7eI(!(})b^XJhE?|i~dijEgQ&vO_z zQ8k;KWb*|#amw8d`x;Ae()`;eG_?#b3>sWs zW1_b`$&Ww|9F&$My*7uxkXnXi?nG~I)O3Tdqi1MFbS1bEok=8z6_hWQ|C;RZr$rrz zcqb2%w-3>NnS+Bj^%V7c2$X&`*qc%GpYmoTOw;uLMP~{B2L2oPe=d;f;bS`Xk9)NE zTRdJ2zSqHS^e8U$D6aHqZuF>WQ%o^N{dNWAI?C#i{;dkiw>L#F>bEMyki?NFJJ~4T zs*u8{Ue_idNh47_2vELVF&Rk)Nfv1eM*XJ6RHSK0lyB=OASu$yM=vKTA6F+T)?-wZ zOq6{r$}$XP5!C5O>+>&8Z%E$}qxFoj^PLE?PGpj=r@pL)sx~cDcu=UOhN|YU;X10C zvxf=S(ooeJF20tIs@8DvXKJX<94`J$9o3n`#n(o~94@}Lj;i+TVeU#tb+}Y?G*oql zOGQUVRcE;Px*Dpw!^PLtQPmwTzMh7v-f;2tbX4_*i$6<4b=Gk4XX&WU8ZQ294b|Dh z#h;CCclMvK0>KXg|5EMHnDUp3Il4IiV*NKQGbg>q7ZTj@ZuI3Ow>jnCBW|1iVg8Uo z2t|WF80kJT0%+aH+l*v_gsd))E9HR%Nfqe?s=IcS6UFi-A?foc^n$Q-;ISxvNXHZam@! zvuC938zx-@P4atuXqFaO3WZsnIM@&CtKIaP9-o2b+Ihj#JBk5Mm|>}=p$Iz!=O-qo zE`%+%5jtaAWns@wvG`fDqv2fqXS0iNbS2iSe?oa-a^BIn{!ehg?!C-xR z>f4|Sy??r%{^NR7^*^!Zo6;SMPq2$#YwKXjt0x+#y^|@vzDOQzMHC-gz2(!=C_ci( zy`(=;d~XFzEPYS$T_x9WH;&@lYP4+>j^e{A-fL$v9GL&?(^;|Q5alc|$4GfU#DwyF z*_dZN;4A8=b?SgmDBEyjitj1BSU*2K{eQZi{^NS2*Pr=w?|rYv?WXu(o4Kw&j^cyt z)*}HWicc}A5ALcIA831hA8Rp=Hxv7|+D9B7@ck9#^qu0%E8ieWV8AC={<7QwpIdgm z0t3Fa%5vTe_|OU=wGa5rdhZrD;G0V%DwN`j?Bp%?NB?v^{nzV}cAt!XXtz?jy=F9}f5&TPqzq;L|M9 zY7xbEo3ZB0=l^s){p0mW?}uS7CsHQfTfyjO6yI(O4ok4~!}~E`pRXl+8}J3UJq*jB_~<(vqv}fW>9bD(ZS%8<17ed zZ<5Er%j5YzD~R5%v=b78POKvOI4`4mx~H9$#`_V-C?DGUT7rWGnPi8zBf2qP29LM& zF(&x^K?F&2qQ@Vdw$Re~gVPht(JA~NC!qI72}qjb1BN|4{2SnBf9egeAolOCPyF>> zU@3VH{4p#ueZ@szAfFM?Cbm&Md{D~`%I=%W z)t~VKE`n$q{zw~4*T0x>KjZ>fxPK$O51VLfQ21bOIPngLcbvW^Ly`UnoG0i&0Qj)lFKT$}Dm6hnO4o=BW=EF)dX zzKZ;@;_WcAv4338(h`dIT3MbI-VDqB>k5r-+3A-2kjvM}Mg46*oOy`pjc(D3G-Cdp{#x z`pTQW;-Swxv>BR_?(g~;Jze@tN1xgDR^9#nYSUuI3aMba%2!KRI^uLk*njCWA0yqB zclIhD7G4C_N1x11E%Swq^46>3Gwwj(V@2MbVTZx9F5cf*_$7q&?-$>}X$l8z-Wjz^ zH$v>jh(iT#VsN7=fKzlhW^~os?et)&OdG52fcv%%RbWJq*-qc<}t-#-heYhO84c2h!4fmEeG5n>8+jd z!RXhF@bgh8a&sxph_3L?OxU@G5l%N#G%~{J=72Vg7~yoYuunE+)i${YjBxsJqdo92 z!s%vbs9E3~aLyd48&6-5GQ#N#(W>hQRYZNm{=bF~?dO(gAF>Y`7k}qq(D=i?{NElc z7PJ4th1<`Oj+h~B#Y2lFMnEm&OZ_z`9|X!~0ea&I`_RpsrLVg?o=h*G$e<Mvu@r=D#VgkhuhZGg`S9nXZ^WqH)URDn`A~ ze>jSt_RCky2Mc?WGl}fOJf>8y9p0O6!v*QbOQ}B=HEdh;kF>1@e(H^rRx@HudooZP z?et>~ZT*WBF^}h1QZ&fMaSl^!bZa?o5gKZ;K16qdEZ#?!%$%)+mywB1L^OzHsWw#W28!C#JtKhLq}?10!`Pfvej=}|vH zp3HiFNH-E=(`&|h`}jHpqLD`SF=lS_88Z;Nz{6osm^j`CjS|WjQF9=8+mnf&1LK9| zBudJO;4|2ON-$6QdJw&Q2^IvBC*w095$0K17x!k@<$3K;A7GAcqKCbkuLEJeo7=LX z7mjlzlD&Nv1bC9XeaVDn9&YqY1pV>IeE9kxBTppJQ=Lpk*29lr>1*dgu=nw%tcEPm zY4Xq|k(lS8Ff$U#)edh@@1Enx1TSAAnP7!_?vPcMpgYlnB~Xacu~!j297z5H_0Fgz z2M2nQjq!orR;0ma1(_G2W}%mfYeI};|!Qgm%{XC)SU_{d4ITDf%5q*)igC_RE(8PoI=0 zQ4v~M$6N2k>n658&DCAHcKOKY(Yme*n*B{{VjY{R4x;hwK!< zv)L(tXR}iP&t|6pp3P1HJe!>Ycs4r)@N9Mp;D_HS;9}(K?L%^xoo{6}-%{2OPbT8+ z+z7G`zGT!PWgYN=vZ}MupDbE=kbIq-WmPpPf!?xYg4@7GM_C_|EE<)B0DW0m8zYh* z(LvTvbDb=873nSOkBo_|Jsv$?kY#B(I{yth8ZEOhrswDOH{^$wpLPTvf;T-+ufHKr zX9BX0C}(d1TI0|&CjT872YM37ZbVP?*yv8g({uLxOLJakZEDOWXCKN|Vv@&y<&N!# zzhhUTg9jn-*SZ#TBB1NYvU6q4=bJ4U@rq1}xeGxGEe!QskWtOXF!^bS$kNL?A)`4D zS?trufKq-@16lns$dU`>BhEx|P#U9AZhUn}$cm3b6AxcC%Dn+)+Jj+hqgeByl!Pmh zN=_2higR>POUgAKQ5`W3Q5y;6g_)xBm53;PjPghjf`szNJ|U$btwr(qXck^77tJ}8 zKROwn<6b`$a5=MR9pjkd&+C4p4#V?XHO&(l-9ucH8i=K?@`v*p8@@cKX@l2s&AVSe zvxW-;9>UV0Y*BtttHElxhMU{DRr4lPQ9PS{eG93ntNipywUD;xJ-?KCKV-;IT%}!r z0-A@h(w4+YKZQ?1{;U)pzMc+99&kXm8X9x%Iv(I#JxseS#;}>FEkx0Sxm+6J6|_p) zjM_yFRn;zZ+vwiS8c}c0qN^aRkFwMX;@} ze7=Wi3aN!qDVLFYCCCCY&zapYnOF*CEARJ|-wKAz$bgbn>TXcHL1D4(*&awUB{o(G zj)96RK2uc4B)D-k=JnlVi(Prj+oNjJ3jXrvY6(lzo9}#nquXBn9oImj3COhKK;qg zh#oljS#12!P}Wz!Qj7@Z1iZ&EuZCF@SV|fiWdchQzs4BLDDdEKoeX|WH~b??+elwm z46M^JRt~9AKKjEenpGW1WOvFkZ2{x$6a7(`=;7(>LwiCQ`oKe5Su*Zr=nE!cLIADDFP&y5NNNT}5`MI+7VwnrD~veH`4$ zK3$WGIFTI~G&=g<_YTFuCC=`nipmKEIQedO7Y|*kfixC9B3XC6Phm(ChbM@@^xpOLtRZ_ z-K}8zkLnMT#tTVmT!!~xj1*hTB-C!BPM)Q=Y>5yJxUG)UWro97x;QwHZCh9u!V93Ug|P%(7FZNYx= zMd|m!>+ECGueT2Y-SvWcXu~_c$yh9Vu41S~AL+Ei4jp{P3Ryk8TxhbJRFW@VK6X6n#-V#7b?BP`)fo@MQl{46%Vn;nZxM zsTrrG;LN4+3E73daBj)I(Hj}ckTA5*zE7e{2qs>V)*DbS376cw`x`cc)p>4qnVNyGO7r+SG2j5PTyko<|@)1mqb2H`lj~{I(_@Zj$ ze!1xfpkmrxamF?esO&qfsP>LKR6bmscS89zR7DSeQuMN&;7f;dUe8Vjz$3q2_I*QJStdyp9;S(=2Z?!CI|Bc5m+~L2Z_O z!OnAa1nbQ2HoYSiLf!p8YV#+*gnDzOtFEb)&@euHrMKb>Xb4MLrXTzW8V`tGTpsR% zv7YYHTA}JJhLxk^XDczRcx}%rqG4Fldj53oWoI38?XDds_|rBO4D&Pov3#vDjBbK% zWk=6)ki)Q*S24`?ac9|V#W1Tp44aq6)$B-?j5n|}eF{rc-7#$PC6;tUFl-Wwij}#)}93q8Mo^4~<54u$50e?xI6IXbGQMfMH^2?vaNn-smO!QR;U1rOHEj_jdBRgNq)-|MENN7$GnSkboX10)B z>VxcA9|bg5#Id!E^?i)cDz=dQ5f__>6>X8aB1d{6b}2M{an}8ZZRI z#@*vjI!il?6xm%1mH5-5gBa#2{$shJzTk1-W_onMS$iDNPBQawvo(0rJD0mD+zJ>R6Wl#b?` zEL7LGlv&D4!LR~dmWohcDb`1GP6L{6o?}=EVyR>YJBH#)zF^qBuNanN)U&c?qOyeX zr`W!o6?Lb(*3aWl!TG4pm;G4o=>Dikb|O7%X((DhpgJ~>?W}p|-p#IHnCVllNL4Hu z4r57Qm?d4bM$j%`X*?>^xInZ9Lv=XH0K-PCW=TyO!-k^u)?jqc%5PaxOhkPet;hP$ zWvSn3RP7U3>WkYJG$up?(3skc#s;Fm;tt~l|A?~R&`jnblqa@>fUZ@7ur6m3( zB+@3fGLa2KZP*8m(LO~iiJ&neg8Gceca}tvO%g3-NetyHhOQ}AiP{IXtN1z8R+EY6 z{40A0x%xi&0#_ca_*CWF4p$}BZ#9gX4#^Ud!Ox}-=ATM?HdY9_|QkSSky zD&BB6WSz1jg&kPMKdS{_H9fr#+1lo_+~O4>Cn|f2fbU-3d^dSQ#Ff2pOCzJA zJI1D;ub)?UrukgoTBkuUZ_oO`6)iRd^PR>WU#9(-%S11CyMg`SwvBM)m|#UNYjtLi zommV8W}4GO!w*40snH8b134(Py)Cc3a|0A!O^Mp;p~U5fP`5#6Y@ld*hRp;^LnzV} zz2o0c5sHN7RM{*%N3igN$VtPpp-`A{O2f;>4+=tPA9f#CAb30N()i+l^^m`2QO=r0 z1q5@y7>$`DQ4F`%riqW*ehISA;GZLqws2dq=OIl82N&O;Yngp`B&6?63bf9Y=9?KOWxqNPiG(}V^N(owFnW#mc2GPf zubR%2CCv|DboiW~^2v!I29xdt_8Olqo^hclHw!BCQc9>wV}6~h=eJTftb>YI_Ae(i zQJ^YKPH=LrKmUB^(jYu>3A{8VXU+~E2(KbrUsMGy;mzvSVP>Zap?YZju9B59P~BLS zxMhrJH`e%ukBYfDoZxGNH%{hFlex?rZaVD*nP9D;(VdGM-a&1^jWww+jkzpO(I`(D z19jtGy|aB526aJhVo7Z&Q1|=~(>0|ZpkDtE+wJpraJkMSw(!$XsK56}%rW^aG^nrb zGgxUhG;G}Y_N=uwmxWWdRq8E-MwK^VK5`?V(X-;VKo*6|H0)j0r1{V!mM1oT=L|0A zE?<&f&VVL%IhqoK)b5m@fo73eA{Fbhp;>)ww#2t6X#T_d=(mQieXP4v)GzgKe< z^((X#3%C7wS{+(!_D~HizVS~L=LPGMOQG4VuCL8IyWXREu+|rmKY6mrHA_RY!TP6c zJRJA6)#6a^apRbP3$bIMfppe0GCSediArayJRRykPJC68=>YYL*P=$ARN$Y|+cq{+ z3Zbsz$b^R@Y@u#w<}Ljf7Cc$ooSSxKGXrWb<2PaswWA9DnxhcfjjzL>ROZOG6RbJ( zO6HN-WG>~@(3Rg1tiH9sWTmGbRF7C{{@^=<;Hz-|hU9(=06%N0?+bW&C`2WHRv1(@ z3q3d#q6Af=#Kb4a>JqG^Els#B;SUujEOg&*90ldWBkixXsll_rFD`x#Zl4`V>_xL+2D6@x$Xx_cmkd3=*^9=bH3IIlVaP8;Dj zD%EQ|hj+`UCZ4=}y5?r+39Fwng;_sCdykLeCx*O8fXr`JGh&-azs#%^v#sI|ib3{p z9ryST49GpE97AzF$v<-**3NXf2YJkPI|T*7?_aBKI?9uUrj-KfRoYObxpk%F^gJkD zd3Vgy6KUOe7w^{31PR_pqs-bZh~R_ADOL6FhY&2G7cPR~5%BQpT>HgBiUc2(N^9({ zTn?q^tj+Q!P#kal`!_&l;ren{e2tFTX7VTEo4_+jZ!xjFz1Qnh- zcVdKSP?;$>H``o>U=?$moPw7b(^s6Codng+m;7=bRuinjnO|YoBxr)U8-|6USqAX%AC=kb9u6c-g;%t zz{;QUrRyHC%TE(~j}ogd1T7YViUqlvGX_WhI>j@i63p&Hxz@^|OY#ihss0Y#gEqVP z=99eU2SrQr;fc!i)R4m0P-<*iG3aYQo_rKlC$Cuf86GL6oE~!H5R@#p|N5xlYd1d7 z+E;rxznS2@HLdq6ZqyRIJ7b-|YgZkD#aq^o-IFm5iWnoz1&S{cEQmk5;Kd_{dc4)&j(Ul_xOx_7ev6DVm*H;p}xT$1Y%nAv(puOu0ZRCD}rz@qc zz5D0EiKMp`Bk7HB?EFG~yO)z7!hQeVwum+e^{i8RU^NQ@Xn_SD@e;&1F^gVQQ7AVX zLWfV33ryY#(U!R}VG5#fCFVwa(_a3W{AK%g*s>mOhir>~Sew~vyz?>g>0v*c@;IZ|O?{x2|Wtw zjkMWL%j+P+(_f=vkTGObf3)(tJC$JO%*WZYUfV%tYKdR0*k{O+OEi>AoCjH}7R4<; z?#^Y!k(BLHTOoU??}j;%kW0lso{%NDrCc)JgBT~xoAk12HB+E@-6gN+%a5RW zZQ8vpF}dhDy6L{ct#|y>wX7mlNCBE5Sa5K}&EBJy%%ihvuDq#aLHRH!^QUYo-zqTU zu3zu5)b5*=D$4iJ8nL+fBY&OYkx|Q1uR+rmzql)EG-#T$E7xDeg@2NCtR>f>@=R*q zzUBOIXl#2{xqaD7-mJf=JaOS>XslfBvu1oYG$!5n=3m*jI}aRliEb+3l5RXhV-ST) zv&84A?;W``4A1D>xD*;y#@Ut)^(WZyIh)+{r2-mWKD+b%U>P)IztXI6*#r%- z4uSgG#3Q>>PI8%lQ(S>k4fU4`B2L)Ni4`nPDLX^`2X0mVMNKdaE@t z8#NC=z4{6K0}Ze|Z)!<(_xD{l9}R3GXF*HCxMmxi%l$fGjL$Ps9Oi2#XtDrw3xfl z!Wi+vWALHw^!STDHN%NZ2P>n)J7;nEM_ki`{#INr+i!5FWGA#NoI)Bp*`G^`#M-me z3(#V=L`F7rJ+#amJ#@!vZ)kxjeol3^(4wy}RC-MsmlHPW7aODJn;!wpWI2w(`(io20cgWdxVcg6>tUbb#jKgy}gCCvurB z4&&b=`+B`GQmx`OG+z{tB=xC==3^$*4f^rWe6V&_)G-vl!~T@Uq`lqVcLkdT2*-ua zhV}Uov4Lk_!)EoRd!n|)@y#6~V=TYfE``l={YJ!!W%V9i=W4q?1D@RG^6}~l+uWbi zBL0n%kBV3?C~vxkf*NV~qIEHuL`?czm*8Wn0@(h!OrOcRc;k>R z_ud3UY`N3H_G91RL_@xF>c*jP(kO7##=6xIXYg?Cnp@4>`9#QOjY(ZSwCY{lw%~OW zv^rdK&N1+ZHxm|X-1}3Pe;TIFNJyLu?_p`Y?& z_?4UThDUmjf0buc8%==E$tw9_)gOPEUlij8Cz5U8%b6s{xYBa?es15Xag#FmX8W)O zntIjqp*=bK*|O?DlE7^L6IBxXdGnNtVYKp1lEBM@Z^h>>A_;zWYuk1BLN^MXUU_A; zvM@p6gasqa)@BjxbGdYk_>^LTBFck39(oQWiF`8NZhx*nLD7Qdb4J&{lf;}?H{^fX zK@vA~o;ks*nbdb+X{>x~3#o5IgB}#N6O@Q(NTu!EPLg!mJou32ZIYD0^r_R=A0kOz zRNeoF^=pFC^ns%e8lNQfv$&zM-`vff8^vs98uvd`!ba_wA6{kO`8zMNW2lB_zYpJO_r+kBD(3X9Kw zvWEP}uTr#BXD z;K6{B^J*2PtvY}{d^+r}oBknk@J#2qzx^x|g3pJ)JxRVY6kbSJCtIAK1TWH4 zbz^4Ipu8#Y{hmdSp&~A!rtFO~!OD4dA$gWBpz_%2X@3; zart4q#N33hP+e`}Q}rI<;XXZCDx1mlmi;F zsyAj2?lmgR7o?gy>>?@1Oq>_>wEfpZ? zR6crS+}zovWhCYAVo=1bv`YQ(EX~iT9Ys>yVXfg+|B}mT zhGlmQlt~Jev<08fk0%ZA$_*D;9ml0&+WfF09g_Uc2_X|+&gF7cTDj-C*Ce^OeXMo0 z?vUgj++V8fIFlr2HUyhsdYdG7S#)8m$9t00@~LX66Rq&Sni28uK2zMTU4I+5Ld zI)%vMNi2KFkQrg#L#F+idGvG&E2gJ&M4hxddI=IEJ2?2#$qoUWKc4rYcrvr2GB`o9 zo$|6GGbo)RIG67bA>rdiaiBU;9k`h&a%#$wUC*m1EMGev%WF#YaiFcD&;vT;rO2tx zo=;?z!NP;;zY4i=7%KCCEa zzY@m#RYxyChyIoqAQ`qa{x{qs{0{mZ^bZHIJaTAY|GEc?f5byY$9wJQE)I7Uhr5hp zyNhGxjaL;C=PzII)m}e#?y^Yzal?cpk2C;D0Z9=_31fK|Q$ZStGze)h(h#JfNUBJ~ zkZ?}`!;$bOE_I}lNTb;0j5fC3c7p@y5x3r86TAOGL)SO%3>@!4V7ce z7YrN!62m4IV3^(|44ZNg!=|stFk?3in`w<QQ+gd#%%0Ng=xXX1^l(?Ynmy&BtEH*iQ!cu?nz}uu*VEF}>nXjSuBKj3>GicV z^?ORMudAuwQ~JqTnv;7!+KTR(Iwc+ z`fplhK~9a&q=V$Xyl7dKtdET zM!Dl2ARi$^VTp*+3fiH(@{z{1_wuLbaxyIwJ_F#^9a&Kfl^L6eq=U2&$rTB|&wWS< zNKHt{3S(>8X(av&<;1O`MpuWPgkw*7Q)SQ%_w^9q`E8m>Z4Csi_;!BI+>sFEIDA;8 z`gK?z9r$U{QabFAC~YwcSOMWeQqAsd3*m6Em3^hJB*X=!I>pTmfrJ%|QMR7Va9#55 z?beOMAbs7yFB`}ykn=2S$c+-r;Y*DGMHLq77v>oM3VFoNe%(qQ?}{)+0EGl3E^t?!!b8{l(LylUR2 zV)%1{SIEfOvtUcUO?0}eJA~WiD&7@HfWvM(BHVL4;pB5a?Z|Bc5dZjb!P6Q`NTkIC zKXS=~i|5U1y{;aEq*(P0@A~}-7x$3QE}we_HY`^a5Yrd>x9jOYu1B{8`}^8Ol5ihj zYL&N7GktbNI)5b?Nd2(ZVRsnr>&kDt<7C`t)z|XXX1FgZy}hNt^evTPk%s$}T32{( zH`7;?y{`n*S5&CYY^G1Byqm2|pHMTx6qvrB0`$%>eM4E#Hs$31Z`ad*T#uak^S?hj z?5L(2?qe*+XMZ(8UiBC0A~Dru><*?6u9fMwOrKl*BexRuh5OF3+iA-5i50J1%=C#h zdQ>CR=hf1IF~sql=MepkQ-8Scuy^jKnZCmm8bX=A z!j@9L5cP@sRx`;g{O1~?&B@O_A)U}IsJ@Nf4Hx;m$z0E^@saf zo3;Bm6n|VTx8`XR?6*B?JcK;aOSjXr9-#J?0OFy;rI6>pR& zQ7q-O!@pfmKd;A5@0?}$dgm>*^}E$K9SvOU$E z`|?)Vnqf*=^@9Y8^QoRcing4n`-5ne`6!C~;|%nFl!4-WvVV`!J-@Ln`&(~prLg~x ze^H@VJhbB1WPXTMRadLbYgXf|syM4CwpC%b3d&d07LC56=mBUth7EAQu>Mz2)Flj) zM^8UWgAn6Tcse&d)5{3{#DsSRyo_X|1xWYN4fvwF@n?ArVwD>hBNHg!j%*~#yLQs$ zuY->Kb&edagyaz%n5&arCu)&f(w+Sru+eoZ0d zrD*EzP})W0J9F0v?R<-uM7`*Zt?D}r5@4dFw&8*s8ZfIlX#|#N1ePS%@gnJS!PCmx zL~zS+*r=54Az>Z|d*rk)OG$r$^X(V2AD%x<V>V~~~`Q>~$vm0mCgnMKi)|SJW-G4b>9{ray%Mtl*HhXtqYo9f+W!T=T zBLSCTS5cLC+6Xs@uv$b?Y0iQ0)SVmGO-X^MlP6y^Us8wIQ@TTdz8KEGF?@BKIv#Ew zkdv!9S^(L9jGox1>Ohy-Na{cR2K4vL!XsLiX759xucA24@pPa%;@=SSm~#H!Pla%% z9KpY3+B>{x>$R^g1liqGfO}lVc3{Wsx`J>#sKzkzx)fZ~*GlV~u#E^mCoc5IsV^TP zi6L{*UibkK&M{H!2X7+0i-{q^Ii`j^^oeke$zeYra?8UuIhngd$^*@~<>5T=+|#p_ zx4FK72xkvPcsg|JCaV*TfFEn~Y?{WVxRL35%KN_vVv*%bD@ik6)oJG_N=ZBEQ*}vq(eSmPFxzOkg z?lE4y_GBN9{g&b!o3noWsK>Ty=eMnxKT{^it{Hi*Jz>^H9mf9p4bL^0H6*(n6E;q; zhg#!UO4-?HsHrlj9u!qFLzT{*sbnnZRA(w0#Hy^D_W3&|u&RtD&T&pSOPpinK`e2O z@y2F0cwelOS>}1n`ABs+?m1py(-Ee4pU=skzx-I=6c6bh->DnP^XN6wJ`7*S05sC* z3{&p*8%bv93{S@nVFSnvG)nL>GTxEm<3Oi+F~>`{NR*W`h0)P~DsUrxJ*nQl6iW)t zi}gnL_>qs$jcem(#qO22@?!%bj??v~P*WQ)l!0^FWLY63+-g!AB@6{n}9*yQ^Pj=vRPgy#} z+m}kG*r1-RKCG(Tp&6Sd^%$SJZZIl#w;)-hI!dlG6EPMNx$ zg2(YOqIubEVx$XnIlGS!bJtntK1D=&&>Si5Sa+Mw8Q1+g{Nfyi!Jv9N`w$g`pGpLB zjjuSna7vwb9t^N#?LJVR%-Vr4Se3O4VVD?eC&GwU)@}riGS-fSap^zYm4JT_%Q8($ zSm#|H`0fm0jAiQZodoz(C%&72{i}`49US0ix8!(IKYcScc*%x zM@A1SnR8{YUcIt~?Hp4cS7zW_d}*Hll{sag&j8-&yjHe_SAtbcPjY78yv?Ssgce= zxexAw%NSy;aTj&7;1$~w;kf}4&kDjUAm^EAoPn@5BrL;Su04l>vC|IT9G?UicMtXx zs4Idbrl&C}NT&3;;hLoZ83o#QUw2u-%?(aFBcdzey7`0e{-a9a1kX4H}Oh^T(lbWppjz%X6ZRx(R5%oeqcG@3mns?h28(Zm>p z{y!D9#bPu;oJGWW>0@(>MIiOrkcYDxUqH6uiX1QRYDh|XK5mcMdni70U-=vT z16*1>C5akKgU4~WYqA_j96CYU#MBMq2cL8+-T46$mK;7}bwL)c%7kYh3>pGw!Yi?1 zs)`VE<5O(ZGF3RPHp6eb$PI|8Z?eex!yAqdeVw*)&Ibs;)uun^uMh|p>@T2B(Szqq z4?Yr{`a(;lHl(lYrIQew_^JWxu#&(fg5tihR|+B+cjev>;=X5fGV@k>$p<* z-}_GDchKMb4yV)NSe%mt8C~3JGq}$=QbZ8`?9O>oGvNewe6~{V9NPUgt`d=8K85Vr z!)xB|8JN>LCsFB^Mb{M4M1ed0bw|h7ZaqJ8)bjiKfjLUB?(9^fqMV0OG)p?s=pOj8 zYXZO@&6B* K$@cREegFVyHZ3Or literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_14/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_14/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..b7210933fd8e14cf0bcbf31fec4d57f436f6f92b GIT binary patch literal 9927 zcmV;&COFw2iwFP!000001MQs&JXGBu|1Y7e*`uOSNt?2Z=pZVUvX{~_nZaZjW+5#q z?I|fKrPb2DOPf;KOGO)%79o*kl1iSo|G9H#&c*QX{PZmU|G#;?KHly*=bn4-Ip=%M zxp&U}&SW_Z!#ZJ|WT2$sznHX_=P1Kr7$&I(H#!RmV>;oKf>MT(ga64w%G-xfnUNd@ zXNIxa|4l(yCq=zk(CUS9!_U+gk>QLl?$gb88j-F!3t@XUfPdIX9wJJhz~XWJSi$s>EFKC|3T1`zn8ZGexpd-cC4c@| z`C&@|wP|%=_YupGNw$l@hCPzK zOE-4|Wj;f@8+Yystq`j$39=%zvvTRnw5K+!}Gmu;a|NQ*<^K&Z~E(hBfb%;M3?jmeFxMgY! zQ_=n#2KGDXchK*k-$B2Feh2+O97IgqXjr@Fk-zoNsL2Gm)fsv_CY3ZmvyYhbezY?P zpL17#m)ZctIS&SGG#fq`%wv3>cgA}xSaf>T<$}ZwZ8Dk{7dcRWLA$w>y3KaOw}l<% z@jAr5JZe$wVh_j{>_^b#9>b--VcL z;it%+bO@v>u1L^6DTTO4)qvZj$1bpMjG0aLenrFs>92-fy~6{CeG&&O<7$Iry`&Sr zboK$q)0HeV-YJ0epfJ_pRhJMm#@-v}H~cd=?eTa^;A<(6S$&n?@6J}ltfd-*;*0bV zFYTp$w_O;8c;(vC*l&?y}l>^q-BHr*hWA44ZC*m!4*}T;+u7bO}{&?n7cmpxF zey-Zw!A}tHTX?JcHq?NJ1-w!Hcq!nq4P(kl%?6Nvc>Un+Ycjy|+-1rI%ibb8xpV9b z^?Nrucq(7)4OEWH4b}*~Me@i8!%unIph~`bxWv0RplasEjIbgd zP<8ag%5B#qK-HIUB*Xh|uKWi>Ylm7dv`y3+a zH2&wM8G8ZWKRV>qffazyeQ8=-T?Y7z-!8!tUIP9>`I+X-42-zDhjWGEgBbS0gHYi^ z40~#bVRsLSE9+d#I%wLq_ERxz_jppV+uBy7cH0W8CB>S7VF4vg<#&S6Gy_7Dl1O>o z$1vAYLKDI;%=rSL(QvGFs3T<83&TbX#V{Km471vcVdfhMnZSLFDlu&EAVLOb2=#R$ zr00xbJyi*H+dxPYrc;q5q}ZL1ygr6?&VvKJ7MuYD!-1bm)(ZyfL3$aX&e9kr3+qW^ zu(KW3`j!+Y62s7Fv6)IaO*gr~S2?fUt2{=AU!0}Zg1!}!eE1~8= z1qt@g}i`&{lZ;J2MC+FM;C=EcZPyeqR}e z9jYL7G!~98bK%%Bn9#WxLKpaiE)`+ewKs%r4=0qf5ySEl2tArfD1QW;XZgc1299;l zQ!(t-(nkFloP!k72|b1R6u`R9$r9K3J1uMf=(e>t99}1t)SBaME5f*Kg({N@j>a(m z&P_$lCp2{;A+NinJYoFA9)!ljHaz+pp;7Sq?ac{|fb#*H1sG-xmf}@^C%$=ZwyoRBBZdIkQ}tb&af_|VH=Txa{~$gM)uOt zk7PU4>3@(+JEYi1Dp0DeNK+_EBlU&S7iu6T=r;s{^J2_MC<`b!H^dyE#z9RJ3NJtW zo5aOJB?y%&6s!mAH6aOkq2Rn;!d|H9Lh+!Ip`h(c+<+>=MECjYoikazy`F>h=?A<& z#ix^e;FdVy3lnURjj-wYFb2fSdgWr90^8)qC9`JOf8Eq>ZaUv(`4W?P9cOiA`Q+=1 zL85Y8(TkNXVoWkrvA3t;t!)?0U_@AvZ z`TY1t&x2GDQwm3ERZE#6rlvfo8s_yHWW&XPc}=JP|#AT2)aoIBMpz zxXx)OIKUk8{F$!}*cWr=wcF%ZVAtBxyIJ)VWG71`huw%c2kR}*BJ&YL6*1MM>PAw* zZE(QQ!YrWP4xCe^ES1eX(k8D()GEmAc4{~CY^`Jtcu(&*FXkwk5X+R~o%om^ zD7zl``dfW0;@g2wU8U8P!CO|ZZ`+;gz}uslXFURPK)KS2+_(d+VsN~ z$4h{(zd%|?YYgD8y5()HFdx~;dt$Ku*T{eQc=6irwH@a@I|t8iZ~lI6TeNh4!|jf< zf6(pjA6AL6rcCp$Ma?WwgI`v)cl#MXc)fPTP{iu$$y%>oJ{0G{PCdRpI|Qn?20y?2 zbU(?_OLnC_3J291SBn3*KNYd+;}+V=-0`5QR7!v1Jv);4W!#hpRXWl`QnK%W%CpPT zT{1U;%D$uKjz2L9R5aY|GIr-Sk}wzNP2)iM8a%@s@HRCErgTLt^XYB+fF6tZW~Sf5 zdEQ+ROZVd$?EQt`x9)hq?8`^7Ffo>Wgvr4!oh4fMh{^MzouIpmkB1j}eav%EeoZCxq=J z9XBVFn}`{>S@_z6({4rO19-g<&*05&SvolLO3)!8W`2Ek%=qF#aIstd>escqK{m|g zmdajmB?LG03UE^kPq+c`Hg1l49)Y`e454M70C}hI20R1tp-U!g;iZU=@zeEqkC=Z* zfyJMl4PNxa4QV>!>v8+ubJfox7DFrB(8mUp;^sI02x6IVe-Yuu=_*AhfJ!yoP^>`} zUJSRCKy~EE>8=Iq0bg)k3q*DT_zj5--k%Hr-{NzEqpBQ9%+q@O2n|rP^Tqlj2k(Na zZ_k-Bk}uojyXVoj_FZ*uH_J6*6-%zCb(n7-(m9z2KZ3HuGKUkV$BMC3Y9==3No0pv z^l40aVCuIH^HqsMqW{?dLw07#5>)rr4LQ5 z2e*G()rH&c0XIDcP$I0o5U=HX9@3q+6!A*= z-?Dv#bRFWEG4GBBUXBMRHobUw;%OG*p%@RDKYsWl?i**!G1b%nyL%MOPl^Fx>s@_{ zn({Uf&%IB#-*X2vRHlf>h!}r#1ctoxmcZt zByYbl+Ss$V7)#|B^wrY|0Hs;kFL#WuMtsxF?rHtG_u$QCO7h(NRfuI0p*PC9JOO2A z{xFW(Sb_Mqm)@0x`cm+g_Jn`HTmih@^Fk-#Kr|@toGn)|m;uVSymB!8`h%okH%U-o zXS}3$D7-(ZG(TNz9EA98_3TGqsJ##?r7IpJZYUucreO5PnmABp@M?kI%cUf*-MKRv zIFS5Yd_eUroL3(1>$EEMI%19G*xWc*O_KA*m*2U!3)Iv&th5+C0q_TG%KsS<1^6@{ z?&A+RfPYsx#i;HivXjNEz*pU_>Vn0EhCS3ioFVzgbVq~L3=nM+HFI926j)-Z^kZLm zK$~28X2~Z%*VFCh^6$xhH^#Yim@ABOvJ+VLVC59Ywx*@MvQ9jOn8ZFA zx`nqLB)!YGiIZW1ZPPh#4DKHV+f^ynqpwc`+iUxF@9lISaYycct83F-!H(}q83)Uz zfn6(fpUbHDBJQ5yr18;>j+ku1-4)Rz9WiBK&DJNKbRkz+tE`Y9>G0vH;)2H{Emu6; z7Jmz*PWrUx#l&fdX$1ECAb2*=y5BR4oWTKQO1Acm+tJ2f^wavpi?+3Ck zw4bT6;i1L39cPM7Uc&(=z~8Z{+SM=(A3XE3&Is4m8DLTFxMCW~X@#_-w*Dk1!9s%$t=T9=e#Ev3) z*GlRl*&ACNs8wM$o+~qtgyDBT1m9OiE>NS6`UliK@&YH?jZB^R6FH*Ma0Gzkr^etN}%ktGZUR z@3p|^BYIwc^$R%E$o_s%$N9}QOU|P}oL`;mhw83{biKsWG5ZtF8S`B83CTY)-=FII zjpUcK@hKrY#aaL8(WP55kR_wXEHEYcxi;q3Clkm-FyDjMh|ZfIq|`#vZUib^BKe8R z%RdkS_#eG%y{5(jew}L?HmnTrYxB10E$RdKH4pnwa>ylF&Cz!8T@Cn^ZsvA-AS(j8 z);~K#vTT_=udf=((s0+R#XCussPL53)d9cohF)UAXOfTWb0#faLh_M{;emp2fS;>i zfXxpjnX@IsPvSAjoBQ7muZRZx%QaIU#Ek{~ORBM5_Z9+v)~eL8L&pGq<}>L<{#Mw3 z<#|`{00rp>TQ7E)1J9jRq~4bY1}usG5Bo@R^?RGj^CI@ST3+{LjpCKpkAL?}C{b;;c1gCsH`YfOh2eMIRmm_$R*aqVISV zkumq<>cV%A5QA17Rg0ocL}b>iuC1){2kf3K(+ue$h&-w8p0*bYNY*n3ZuDIW=0sL4 z%)YS?ajvQUgoTkpDkKK9R*?FHVSZa5>w91d#tC*QrMVb~_?x^7r}a)(5_ z`Dw5@_T-9X$2s+R&e)t6;B#2--K?Eg#n`~K_0-%lvcvrT&}pe{hEj+5({a(AqI;{v znW>vI;l(aH?1#AlD{^70lsFUb>%P|*QSwojaq;Qf5j$68`8>Y*>zI9#?<)IPW{wqm7S*Y4Y+uY8+; zs5~P-`Q@noh$=&@U*4^wBC6`uxlK6c1i9|0HKzwjtJw14S~?_$cuiT;9kWv#yLgh- z#UMoWcRi@vtCo}8quI-FbB3Mj?B#{a4kp?u)0d=AjPkNm-f=_CTMp(koNjsgO9b{` z8BgLa2lV1-Cv=#Jllxq=y$pb1OlMyY}0s_T|@7bZ-yDbYt6X-7G&Np36;0^tsItfUYbSCSd4tkxM@g6t*bXO3-}hj?Y0cdZg-Ah_lz zE9*Ll25$7xkDKkG32qhT(`0K4LGEO;t#rf5hQh#x`?GcjcLK7sz6y# zZT-wxf5dXhOxJI34G=4)t>0n|@58G)c|;so@fcKl?bVsB=KyNt{XZ9;fb&e}loS`{ zXOW#Od{4C3e~WgW7TeZ2uJ`XS$E(d86k77q&h?=t%Xg)v7$-+9$dSr@(P6sFQnYR> zyzMX@c2BMw`)Pt0ZP$O6PfQzb2cABC>#V8ND(wevF`p9}j|ga+$3$&#N3;xF8f7XI zEJkzBOP1FLo7!1iHHgW-z82B!-t-l`sVD5rO%nUQNx~4#-rq32ABNdkWS4#AChb5p zALi`!1UqDBx_@Ko$iabjCNun($(JeF89i}vyPS8@Ztx*5{`r0H5C?hFi#%)|*!AC6 zH9yNN)vmv8nC5p~3Sz${votrZ0f_ofE9pV@mLxySU73F0$4+m_=#gf(!Vz`d;$l0e zKS1nR)303ljGFMjewYS=-rtP_%5vGfCINE(R3@iMhzg#>wS^1?5ffU-R8^2iOS=#; zE$!3U-?*`tpe|HDKOURv7b$vqofI12w`!!48Msq8i$Ayv@0pRT{ZRswCyi>0a6yK|9`_h!tbEp zLH}?N;gO@iz*7Fx`XwGJ8eeN;cX7C@IQ%UHp}RODZ@j3W6omWXv%Rju+(mCF;C+ZX zlm4qJmL9us)VQY z5S~gVJbVf~WDGnE2WCALW;YUMfxq1g&tu?M3>#8{VJ0~kW|59z)=3yPVhM&h1Yy`H z4-6YS{MYB#r0vMHqfFadp1(N1CT&Mu*fNyt1L%|hHj5W(O))YQ8HaMCP-7!Q;}*ls z4UMf@2sbe@G-)ZliMgRkOX*FG3{6`~Z)$F6+ERKmc$zJxH#0Xhvufe0%ne)0#oWly zyro>s%?-_4N^fCgXwg!73v)w@meN}q8CtfK-qPIAvZeIHj0}ghlzy1G;jos{TNxQz zwUpipUar+&=mi$vi~OaEHq!g0BCV@E?`8cJ{hd9tq^QJ4(SxZ>(ezKs1^>U@b@Q_w zAJ_>%%kMlC3R1=a=8k)S%!eI?D`Xfvk}u5bR(taLtDnDio`RmMtFTAHM+dz3$KO*k zg)+v7(LwcZI#0Y;>`y!^=$zb~AR_2O&9zHLVAV~@`A(N-gSBd*I~mU=fVl3Xdq0TY z3*s(}s0{0201{)h7ID0USQ$!A#1_2I=v-DN8>t1ef&t%5RJa26xJh zRvFE_1#c^v{}p8wbSRf zc7FdAwposz>-G#vk*9&#dz_T()@cLw+!ddG+=>J|X3o@!!?|GY=!TFddHIAV8J z?hX(a<1nu{>I&E;%~<36$rhyk)Ui>NR0GEbeb-CA_y(NqvD9mX_9Jla`IV^Y`)WaE ziF?fpy;6{=^hjsL$gLpDF=A1{lnQWm)Y=(A?-*bcGkV0PeCvO^oH|^NAww88x}%D4 z-(T6oH_78Zy&__0!*HKmHmp~B5o2a=Ingu69rtl%v7rD6d{KFCHWK)rnt91v;8QBj zbBw@8l1irDR^hiP5 zxDTxPh1F8n_2I{*;QcC3RZ={XImX}zrfd;=eeb*yl`J@ z=L@MKecwe|91trfksXTc_QArt`$n%z zM&%|dpOXF@8BOj9P)vR7R608bZNE;mjY#;Y4&G36+;?x}p?G2b|8_aGU5-tjIV-p8 znX@8|9?S}0Q$qt8ekg%7HGqyby1YIvu06eF_`4TTWt@nBR%|25_EH6g#1~w ztBLuaM0a7Aemn9 z5#5pE&w23YIihDcZcvFB;WbEb-eBRIQwd`vQqcLXo>6Z}A2be~@A`hWx(;Wjfz8qV zy+0?t04Z0x<|U8+0#0@r&6;;`8Mu-=bg@sq8F;vbqI@g%D$3U<(=cc7zI0SBV?w5c z#$Rk8x4mT9!_U3}bo&ocH~de5$Q3mwyUXqY@!FxQmp}akwyu}?YI(LEoLozbv%4LO z@}=2Fu>V*jjm~%ZBKNs=zN69kie|5(*~1PgnZDeP4GS`@LYPxI2YtFF3%{r zJ{RRXkMVhd-@15|uV_?lEnm^BSTsuD9#97uREcIEC|}X6yS4Tp%D4G!Q8XHfMjhd3 zgYs=}J8M3B5{+)6*(UBuRgD+(m-B6-{fb68G5fF{W}T2+HUsFD#~nD9{0i7Vy>+Lv zT?AljjSS0(TLow)QNuTWoB{%G(I!gpGr^j$8$H8r^Z`l9<>!XP90n=F=(pT@xi%Y( z6g&D2=fo311{W{h0>1wd`17sRtc}pRRJhH-AS7xbR1i=I|FR6yB_hLgAvW zKxjHBT-1dLO$ddHx(1=CqHxg-kZ|IO!bKC&r$@Ex9%^nw;mszT|C8wme?CZ9GmUKG zpELxcKW)c_kM>$ile&@?rc$TFn&A<@PQ-=4zr+_+jxtx&wR!M@gQ;xM z392@liZ_e#YxDz2O=2|34$~1Hgw2@6BWw%Vv6S$-p!LX~CI9bKA+*>(vsS4w&hGZ@ zveQ=fLggYQjFT1qk`s9Y;l~POvAN_nUc9rY98v$RDB7Mt{Pa`Dn;fZ>C$bp<3~0m@ z;-Wc!r3);6LP)fIZ6hIc2}*=S+jwOQDqIe0(k-{TE&3=n+ip2tV);&iTHjxkfBW(y zzA4rfk8je9)LUsaN*pea76~nl&2=P~-zW$|okD1h!ZfH{XeGFf4586Eer!glz+S{6 zVO9ZjZsQJAlZ@nrFv56rS2`;ceb=K(#tNG_r?n<8GYhr>(zY2PeoP*XZqH;+Y`UY0 zKZDKTI?V}Xad>R{#1N)v7sUuF>^^v0*vT_kqFi;^u=fb3d+=t>ru%U@_)N$ZMzfnv zhtxwGg^g#if@V?uM9ou$O%LNS*mO_Wa+}Ps6oVNdVu4-phCPW9LSsb;${m#wjV3x} zM`|R;lhrs@k=zMZi|CxhcERJ?VbQJi+sM)-n(Zyk5v)3E+NMxsFpEZKV&Z+e$gWiz z{o)**%VmTFa8Lo^yP`m{^OY5zoL1A72O6%#>I3az#0mr*3b6`7uM4pfq3?TQHA4R< z#EOK$m;Q8B0{%TL(KTsdO;>r~x1LfM(beJK$KfkA@YMvuUu_hu;J{ZEs0zlITSXXDOi9=;j$>uD(Q2qDU_)rS>X&CCER!#g_uQh zC=swTq4-hZtp%GRJYwKKaKw=lT^&WoWBvojgVWDhbS|AEI%e2EaLhnD>>c5eIdnM3 z5gnNQPaHThl+I={Lg6iAFoP;Oa_BET@J^D3axEaxNOU%NE^>?_J zUu`HnAAF4+zT(0fYAi-PW5fxMBhgRT!)slHV-EglPViRXIZPLAzZ`m4<4SP@SbA<< zXZvw+;3@7j`iTFgsewh zoCZi2c(_vqX9XVkMuRM+=*@0LufY|8N3(O_>Nnh_-zBttT;N&l9Vn6aPl_-)*>ZUS zRbjorQBJE0j;!m5ZL2x3UNSJu7nYIIXSnMGNI29@U#pJG~x3ND+%TrZ3q45QztS!7(XX^kfPs$7R?m?d*4a? z4*HAV;WU{X%Zie~P8aXBx#WG0A_~Iq-9>k5BSnFY@2#|(hKfJN)j|ne=+uxF9`lN4 zFoD%HNq4aeDOTE68dZ|~y=!Mqz2XOj}`EV>zmqohBJ9gI)AoY2!G z(XA~bB$US$-f=X&ff3FW(X}*vV5Cf+L-*r}KS+`nU8OtSUv&E9vnBlW{|{TyX4nLN F001#ezmNa` literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_15/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_15/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..c8d953d7f175823d4af4e81e1f612439febe1b3e GIT binary patch literal 12135 zcmV-tFPP9DiwFP!000001MR&DJXGHw|9@@SWownvPL}LR={+J*L{zkDFqpzHV@a!4 zRN9nO+N2F7WXV$YRI(@SMan*{+LYfJGjoT=#OMG0e3$?4_v!I?^>oiU_uO;O@;>L@ zIrAO|F$}{5Fo8ixLg-ISXz?O5bps6JmqQ1_ETR|z1_hC%k;KqnqKM+gUPO;T8ky#( zrT71*AWT5A`z|nyZ(tJS?R`M$k~HP`#t#} zSE92og^K?A)uT8JiLx%s-`z6IN*}~*1V)2kBFyahx_)a6VdKRn8bm*5)}a*Z(9y$b zx}G!n_fWr{p+d%sZEQ{0H8q<`CQrC+^nNa-jFez_}x1R^|9P)Y+^KSXO z{#1XM6r+%Y*5!;Ij1dmUcN1ESKF98=Qrhy4aU>kgCfryu_1u$!?{K6=8tT60+^U&* zPVni+I@nAp5*nX>58CU}bwr5mzc-^7(UZh(MnQJX5Lw;If?ZdFb5KWM7t)I4OC_^g zL}&@o!;kb^uA)>*fCf8fMmOLOLjQGjb#?H#aWT}#h#Ia`bPB8UFh=GGRw|eOjRE#g z&_6-{1pO2APtZR>{}%@_7j7=tfY*`#=s%-g3uK-v^Z_g?U0_&8g{~ys6qM8`d-#3$ zKv~K2@IAG01EzYwu@l~lQN<*$oC3+45#~H^As} z_MZA1RXArWit|kfmjhEl&z)KPTl%Hh7{0+8<0gSQb;1RuY*U_`FHp4q-Eb40w0cYn z`>3#&Cv7$-H=AX5;4BJVeP_WqV_qJ z;2rnKwDWEhP}d|(JkatHr~kV96VJ%0;9OU!a#(kU8qN*mjt%Kc=Hc9Ib~MlZNHhec zh2}ksJOtbP4g^k_xCwR;ql^x9ZowH+bN46tehlncb1YGXmI((Ek57~Kp~K;Yf~&WT znF^8DbGm59y5N-Hpl#77H^Z4w;cqU=XCPYNS(0iW4>6L#M@C#1gbT8heMJ<`Ky31h zsRbo|IIoQniu@|P6cUrA^oKM{K=N82*%_@lkTS1yzVnO@xDg6LKKCRbv#o$WspL51 zTy*(qv}H5oDXV?A{eA{+FHP55a&iM4qJ3LFsL`?zqFF@$d`sWasU!8T`MUDT+C=0KkiXp1!Q|1S>|zXH{?iP^|Fk<3Hif3&)O`FfPx~S z%u&lDaTaf$n5y&g7|y#Puac&pti@T9JnF_zMK7GCojIou1>Ax1q=XNy&by$ZW9X+- z8|l zq&@`;h{;1;O;b$A2PvpOv0Q?0&vJOZ+`}GbRzbti#TlS|58kX7nfLIyFwVDm6Xs{{ zT?~!OK3%G^Er70Ykyg9?f$^j_A-tFo4MuP+FNV+nR25uMS6f?E7x-5;KO(MW%2y0i_Q$Y^ z`4~1%7sJMm!LZS&-V~8N8o3?Ah8|~1ZV;N_(=co>ikGOyFj17Rhz^DctwSq-EokCz zxwmu6r?s~NYM5Hz#MCAM4BP3+(e6Nw!c0*g2*R*~(=hDte$+qCF%{Lp z)Y)B3UEpKt5~|BsRQ9VIF)UG$sq5=8ECsbi+Di<}aKf-`)J8cm7?z9LumIItVHSoJ zFUGKvSxl9oep)#e!>UkxjUa|SLis*Ek73VNW7zYhXnefmw2P4HKl)!1yIr1L`A7dt z!pF-LmL~r}NklpCHS?6+WSz`Z>neMB}OOZ`Z)KzU&bC73Ky8+q$W(GNDtjuo z&ZD{Vr4VG3ll7SqD8VMQ1wufde`3-q{Hf~tNAhKXCEwHO+!!YGX(ssn)rG)69S+68}~ zBlri2{6P{uG`J5j-u%e@reVKH@i&cQNvDU5`q1p(WX{rjmKGurd&skgHX)(0iy?c0 zg(F3?l*&>8OSLSaeuANO8XvN+d@3xVYw)3UGat&253Sw!;*ijI;6vk(e-aWJcl>C* z%zuk10aTX)C`#pyyI`4wlV=O3cfNVZ8e2U>)lKA z;1+Evo~v1dFPYmz-m+v^m>E>k!XrR4#!CxmpA!b%`cE%3=oLuC$+ zi>l7PZU|RMs^oME);}|R3M(|vLBeF(+?LT>dGea?vj^Ufw`s)D zC*VvvbRY?yd2=!OsehixjFJ5^#o}YG)dGE0lNywn9yNl7YA#-Wdj8D01AWP%xC*!AAh9&tcvot-t92|r9y)urR0*VbE}}p?qs8iwgrbp)#)o*o1n;B zQpG^e3yOBl_C9oVI20D!8u@8yL&46HLGAp$kZ&c~Jh@~Gv{c*GUe-# zSa$L5BljG9oSc03?W=0W7dTU{pIJ?og>+|O%i2)q0W%}K(Pvy_IOKhv<@9-$Gfx)W zO!x2Tq24D}XwsNaF20@+YTQ(; z&&?fm-zP_Kp+=4Z9@l>sHT!H$#TjFA_87Fz&=!KZ$glZ!JBv zW5RB8*mwlCKRu4KQFB)GMMaTqk4w7OU>RD|ZE6w?tQe$d>$uH#w4HfV9Y6~9SI6IwR6p4;4d5n8Il^yGq~ zprx~6``u7oXtm0iH9qe&v=$5ztbV>8XPZ{_+f9ySX!A82H6e61w8hNa;V-)v+FoCu zU@S5e+6`I`Ul92K?XH6}B0c1w{kp97p)FR>UP`ldcs~Q^vR0R-URA@#3H@8?qgS4b zID9+9ZD-2Dzs^$sGVwKM|2k8W^bd|{;^w*01$u4`{WGfV)X)cpK;OMgHB(WaH+_zT z6Dosw)6(l|s8bMcs;{HJ+c^PeJGy$~?IdpQvS?0|_}D+)7O9P%8p)fp)#tk2I>6!7 zV-LiI!#EV9zOy^J3)(KO-nYi%7B^SQ7W~+o$i>$0n6oUg1zM{gZC>{NHMFMG-^!B@ zf>xi~qkL{FLaThk%ZpP5aJC$idSh}UjKkTh%8y>3jI+5YxJGwYB8MwY7pQFoXqG5k zby{jCG#wqoXaQ&}|Bg~j!}<0XEp^>;J9v9UQ^Wh@OL(i=dcpl=0K7Rkrp+Vl0yM-6 zt>s&G6JD=m+>j^KUz@9^?-&VnN$w+U>iD2eX3Y$}&K>ab(-C6Y*@N)xmvqcfss_%- z7Y_|PL0ke4b3&$@oe75;h4mvQ$3BJ1jvd)&r#i#^l3?1{r{z%GF*Xj&=0ffpSxv`p zk0HA|JPs}qcMT`*8j6n-^Mc6r^RB(b>E6xPf0^sL`RFfmTR3%jy5I#a1{*B+a6u@i zUxsw&^A5tueliA0;yiiqzSYr&1XZ4lpia@Kx@N|c$5G?Zm%qVzF6;7E+KyH(UOYiu zv|n>?zr4IVdzRv$6+9XDOf~fIpszTu401}a4hEbF4vY@>1d>qik3TNR#gt*>+VRJa zaWQ>r=Ub0=X>enyuB5W}FUVlr&kBCX>K-TZaH~7tCY-q^3S8fhD8ZS>>St^gFou(m zA!po zdO^#s4YWqS-Oy@AkvUPY7TN>fo(g<>f-|4oN&oUXCl}~(VXm|TSE23n10^^88w01q z(0$rZ;-TfWVd$t-yDdY3i!bXZY}yhtwO_uNI@(I=YXeU{+i=tU>@sVdPmhsQk4|&N`K0Uq)VkBL z@F-%p@|X!fxmY{lXTm|f(Oi7ET%#yt%V?-cD}3rfSAZJBK#`>X%_!B79IPHTwJywfS(bw#rfU z;v%@~nk-+{pn$VDRBh!Wiy3hHfndVR*CtSOfo4`T_c?kF(YUy5)?vsm-kXwle;wpL zN+yrpJr8m%T9;QfH^Qxp+b*}4OT$gjvHCS=G-UcNyZtM6BBWWpX>*O-i8FaaPFmyE zBak>W#N+bqy>RvZtcG@tVmUE^%zLzThduHZ|s1X0`vEg$E83HMZQSX zzlN#m%Ls#4DiTy?Il7QWnlP$O>LA7>@I; zZt?9COLaJWxUOY=^kSTi<7XS{+{B=9X1?F|BU(B3gi{%x=T&}~js7e~hd-CGW2J_P7_7t}i`3HUfU>VJ9DoX+!b zbZ?Lx(epeUlV2JdShr)~w3+mM3G-x>a3&I7Eq&&ihBHYU6Iru5k;DDfV}EYn4#^Xq zC5Bs=!gbwedoqO1!}YUAZOTh$;Y@M)&NpVnW=J`6sQv8qU`U-G@ykwh3#1KJdtmQF zfV2$Dn+FV5Li#DinMsDpkRE=RG{jvHZn%xvu*Lfu+_>x|W8;L@jo$4}$E0^crq|AI zBgFD?W_3Ich_S7N?A1aytruN{o74F&!pCWFb6;89)D$teWi{?%!ZtKN1-O>)qZL3- zv(%YpsVK-*B1p}YG>4pB^LKB0^OUphGM#sQNcm`>o1Ex!`E(TM(^l$S*K8U%^)}xz zesK=ys*k>SHgD!l<%M%*eQg8!JN0KGY?lPPUBEfVDOK)w?LOH zb)Atd+&{&>4a+@c1?|784O^6l@Fx9kO8(VY-h4T@WMg6oZ$2EipLWxV!+V-$=FvB} zc|Aww5y8HHp13P0T2#TCp$%Is54Cc*C0Da-#WxNEQ!3*0PeJ<%(e&AaqPc1As(a{_ zFE_ZnQ7lxD;B_=$+o3SE1#(r{d~e7MyX?JjY~uI_hs9 zgl36kWdi-HVSZ%E`hoMC#HM{NJ^9)(iWB9{y?d1>tm95^Hb#q;xICAemqUs zdi)ZH?N#NStKzxYM!GO*ruqQr&!0W&I&ZcX$&Pt{v1e=r0$4n0V|R(4UJ2>K&8e@Nt9s z;Xx`KK2oK=zBQf0niaQO=P7eob>Y&pyA43Ecub}i)C0ZD)n%#;;hfu6H|N7R`Tpl6G1b;wBvdRmsczn&4$uZ=idUWe>!T+5x|g{b@& zT&|xBLD!8gPEAQd<&HY9FiLqR&<{S*vA1;OFjVPIs_%KAZ=K(HG-*4~H;pb?ok zeeWG=-HQ6n8oN0L3+@2jWvs`c@&!O&9yD$1$9+Jz&zm3k8I{X2NAl8ie|(&fGO~*1 zeh-1=pSQQ~3Oftd^6#TcmER7S^GijGD3m-{_;v2W+(q^pb$sKjlV13Lgf6l4{ zU{zai@YGRZu)CsF>MFYir>$9tUV^45EG!(?IqIcNzqFm{vp8n?Y_P3*;jv6|5Kr3G z{SZq%6UmcHmMIuj=-Be4L+<9zyVvI6B&tmnIBT!KMW^FSALW@Nhk0kPHGrgue13$PTCr?urp3qar#z7i9T*i!RfCS zcW~ssw-6wE&+KH_P*`XA@S{Tj8P->aomqb+3FjsUoyq2HFJN=DdUM5&v9KjCJ24@$ z1A?+0FPBwRz&7bm(bQ`Vu>ITdd$;G@hMhu^H%j-_!!Fm#hl(G9A=s+YHr#qBgw)(H z`21oj>=wSKHm*D-3 zVIeQqISrg7gH>5x{P1B``<;f36M1uAt$ntsBz!o%tt78V4L+1L+EIqM!pE5%&bNF| za=7nH%hSL|@Tu{b0~CMim!DN8>W!$~3mvl-CHbE>;>j-&nHo}uukz$K%x$Yx@Cx26 zotN}xf&$L(b^D0QC;7S9*^-tf;d#4Xc4_~J3SQ>Oiv(nU6=;9o^?1Kcs1#|Roo-ZT_#!?U8|IkDba?!e0 z(YTv1XbIf?@h%Rh@M?dR4>dA4MM}Iym#UF*iW%={j1RfaVbzvvkN4*i#Ivjjeq#m^ zB;Ch<)eWT(q~wigJ37bV96Vp{*~>_G!r<8XQ>t2q5TsXG3{UjbAV_x(o4sUg4M8SY zK(ctWBSF?!M{mg?ZGx=9euKE5_y}@}TaSLKl_JRH8{T{1u$&-&bjR{7 ztE6xasgIm3AhDM))M&MqPUUyP&@VA}W>g;`3^TrFv_AX}Vc45AYXOzvgyG`b=M@T! zB#a!>p}Ds*n=mpcQiboq3&IGBNc4;c6nvay>#m%wy>}%f723{LKQ#hk9(~`Dl;1pH zMqfy+-lo_FmlQS9jQ3mezr3_A7sNmBh0CVeS!08|c{28z|30V(p1g`he=<$m%#+tnelq5- zR>henqaWh%corAae`#LGefHGh^oAq-UA?ab`Xf)C;*< z0=MRr)de5-<6;h7^Fw%uC>Qg^$7~BU42Jv*W2Y6Bt3rWtyX0I{?}b+F^}{L>q3Fqu zvJ9&oIE#OnYmf0yzBu~`Z~`0b@6=J!NE{AGTigK&37nwn*OPF zw>nggC^a0_kb<+SOm+UOh*eOXaNPbxi3B{L{YbKru!fq`=R#ijPlsBsSe-dxZSX{l z-&?UI8=eN-+tU2D5}vOxFwxBRfESVV3T362;pJmFe~+kjPBcB_k6K0M|d`D6nN|+_xvS8JuFNA3}GPmvE8P4fDCoG;ZZ6;ynU~IdY zfNQ^;5qHkQB4P!$L2b;w4q(SYk@$zo9IJM6=-pIR? z$<6KQvl2qp`=zc}@xs=P8oX(5KS;gw1Ba3Hu;JrI;?zk~5b<*LBWQm!pr4G8<)+h~ z`zsVF5#t^2?@n{;B(uq_3eZItu zf_j`94nGGMt^a{j{gd4ebFGy))oze)xJEuBsD->b4P|c$YH1HXI__vAOo`Y{I3G3> zr;6F3x;@Hc3Cf#(Zi~MAji9_{>9xTW8Z4S6oO(v;3*s9 zn}m^Donjq4-m>_;U!2eQ9BPa}DCXGivB2g&rx%a-U%>J`Dhe2)lmnm5Ur>`Hd#WHO9h zQ#P!6_9roY?er|KDVgR>@h4FOd*n5YU7LNM$Si}kCz(b=P1o~0_604;Ye^ntcM8SD zmhr{%-?QyITF!+`bn~Lne96w%E-o}?6!SX>jDE$~|I8nRb$bDd`b%Dbq*+q_-*Auc zPtZR>|KT8}M-FA|zwUwJKjNXH=e_oH7sqfF$8Z_Pau>(Un^9F5^V<-N^BAi=_O~Ep zkYq9DHz4GZh9EI^o-w`wF&txh7aNJBfW-L5KjWJaqmjlSDItx;nBR&Rk2C>kBGM$J z$*l6R%ZbV-(1MCpg^H4iE`JVPau2!;4Q0I?WoLr2P(`Pqa!mPwVH))qrhN~?^pi2n z@C1g<+Kyqf*J7BN9fr-D@%QJ~tM7;npiT!`pMP_Hz50$kt7k|VyOEUKs1!eMLnTdh zT~?@ck5Da5b*(dg=y!rJt^;KE1E>)6wlt{|i=NYiZ!$s%@HM|5kBE7ysX^f2U>UXVLB?(M%6%H6tuTnnY|z30)$5$b2FvIKyOe+e#gFam^;>SaJG>#xPM+-wrh|C zkTgelOJ)j#k3szc0gdmlSHu5Iqg@h2bm*k|nu@_0BfntU(@eOyOybaz`I8`_dF$3| zwMXITe#w?p|j2o)TLTK>%L|nOL9giLlSO_RDGc zg%IH`KGQ^XZ@15<)j3PLeL5Xka=qJk(~2-thL0$se3vLY|NnM9{mb>pu0N~CwB0Xc zb~1dX>8yNtnc*uetwLOd;qzTud)!oDsB9D1G!_9^ZxK|-&_%HoeZB_xiccf zyM1TnTHosSjpgJg-t7yk_~yHApI5<@Cde<`vG1eD@X{juwZZ4ccuofv=S02BtTZ5i5f zfZY!N?Rx6J9(%oWmLAYMXGs^5C&i6Q^mZpZ;|YX_ZY2Cb1Rcy}JZ!Kd-AG=XNOaIM zQpScvrBS@PU-laN+LCE&SrJ2fMA(yk-L07(-C3~;M1K+$U5E94mE>YWr8p6t$R3=R zwodCVH@3BZ>5Z)<_W$rN zD*P=TS{c{u{)by(_Uekg8em)DC9}n^ZSU;Dtgn#EYHg7O`;1@+Dl z43k5p7$S&avh^4?JPh>+6fbXty8Z^FW1RHe?{V1ga~SW*81HWwPf7Mjk?1CznO=jK zX7)> zDGw>IEo@KN{FKLVroG~9}_XFrF?HEQvW(coenK>Z#hgj;d;>h;Rf zNR@40Ebx4ll{`Y6nhpRx00uRhtUCibe6HCz4VeEaFY>{$-acj1@wuj;#m zVc}ls`8vrPVd?Q#4l=q!!EfQ5$2PVGKwhI<(2@BOHVzUd$bt{-(@I;NJY+1K5-Z$O zH~AhU95Fi4ls6eNDOp+DUrhaNHj?~TKLPz`X5kSnLvf;!sQx4u3omD~3*!@F9#hU= z`>7E2l*9j*OnZ+PZGYQG7yK;C&Br-rII`<@GRWw<{IKuJrlXo84#BnePNoN=-r(WU z>Q82`9Bly!mj>xv-M$nLXPYP%@o=^&V3{U7oNdB(D<#=)9#@KovxgdIN??YwO-^r< zzz=D54~_-u$FdimcsP5(S##x}nw;OB|4&1Q_47fjmgzAj{*wbi^N;=b-#t!jrvHr# zv|j@qExp=Gh?Pp7gj&Xr`Rhc!2#gQ$*^MLZ%QkIxex9C0D!YKPJ(l9X#W?r)fuvqB zLpcW16kUW$cJgD6EqolaUD%<~Gx#j$Z-FM(i2c)O6*RZ7H6GA7<#85XFYF&e5@r38 z6XyZKnc_~N`f`pL)$2s0vF*1c`*;EK$B+7KtFD2zRrk-7@v~}1o?}nCYlAUP#n`z9 zF>TIo$GDB-@1xe(mQuzX4K*cSvL{K2=&MBK%v93WRI(cx4PqtcP1F9039PGSihW#o zm?`%0ps7r;j~R{K-QZ$aFSE?^nEg-kx8uI!`F5S|7Vq=f`422V<|oCYx#N3vBY7UZ zMvCU^=MsoU8r9d7v;9V*J9LhhOOLQ2L|-&Y7-K}kg+z0vlD)gf3s)q{%8lgP(|``; zMEZG=ef&r^B#JlwS&u9ymes{+yt@1#C)5WxW1H;d?BVA^GWPJW?tP++E1633owLrH zLi3}Nti3$gr$`16k@@iRMMj=XVdpxUimZn}$lFo%QZhc%&!Ah2(*8+jRE0mhJJ2b0lA1 zvX>hTuOP;$cp%64in0nfy!Xz7AvVn22O|uaI}j9=n7a_hiZFK~OnArKji6l1+>xM` z^T%BYjL%`2rfE3VdzS~}DMt`vnmWc#0>(}a#%FY_Uv2E(!NGV6m1UJx2K)04km0|X zyy0xiM&z+ifXHK?0FlQ&0V0om0z@AB1c*HL2@w0McJi0d^D)~~B(5NJ>GgMMqZbI=VyD0fDw* zVd{V4!hzl-st4H{Ju-TdiR>$T|E*WHUSeU&f_LW&gH%iqa*?eO!8BhR-CVuSyF)! zh-mdEfbzn0kLD?bFIws%4En&OG#Y+R2~X^GAnY9*h0#Y#`UqT?NBZr z*tAD)DkLlIG;)Y_gh%a>XKKGpg2X9PECSLOz!j^SJl~z$;F@cfW!L9ZkoxVIx#h|G z5Sw{;Pg>G6h_Or2&3%*u(ZxAew&!}ld8xbUnhKf_ZGTwmSHcH~5Sf{kuc!b)zK_4O zTs;BLKDgP8&sfo;zTP8!MPl?N0mL5|X9doWj=!^x`Ox3rSgQd+)(Sy@HBuP6eHi;Z z8GAb!ySLOa=4zh(ThQ#4!vEf968{AK#m{hhEsjOmNs!THSZ!aTp1_Jk^y=d^FLwqDD7}-6_vWw4ox5Oy^{{eihkZA;d00935WVrwU literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2013/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2013/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..f40d3bcf78e2cd8cda508ec38d8f3d507768d7b0 GIT binary patch literal 10767 zcmV+qD)7}GiwFP!000001MQs&JXGEP$FDskYnC>mEQL@)Jia4BN+i)G&T z?X)VDtwp7MQ}5)zRLEt2fp=xLYoKVxR@P&947=Xw6GS6+R3yXTyH?!9OEo^$RT z-E-eIAL@cIT>JkIo*@ykuhx5JN zObp%0Uxo&B4HdGO?&xI6J`f*IC6lPr+=<>K56-i(gD6xIJ7kC@dRjMX=i^TFrIV=c zBtNCpu1CiNS2fUJglD|#V^2{bq+b0#Clr( zj&GG8){l9UgxbFd%w|nEY|aD*bzUTQ)BF>wTA4>8hd6|c(JR8NKAXd_&)(O(y@b

PRS724QnE&tOO^ZhQPT=dlH>W z=G2Ig3(-4(^hK_sRLT-vPR`6`z#oGC>*(ls+slKCp*BX;T}VZzup1Avw<@tydHff< z+n>Ncfqw%31pW#96Zj|aKN!fGfO=rxJsFUJKObWx<Bor~LsG%R}tyQT^*SfxA)_IQe$##ah^}?H@1I6Ur6-wmoaThhl_RvliW?; z;!K|QAlmb}AY2K95dXZskkWjUp?)U@XX?8CBO@w?L;5j~Pk*gii8Dh}yUnRB4l=XW zZEFvzg{%;-My(w$A$#U!LzjJnAlFH>aMRP9kVnp#|4~~7?!F6_4c0D&d#mz~Pob#d z{p6^5RP;xwS#T!eF5k7&YHQo(XumZi3_x-(Am^O8z!p zxf0!?wMVU2UQ<&g88v%EAN({k>rM`CppJ#C zqau#cF>;W-y7WR{(c~XyUZikK?ie-5FTCeFR630(3*}nG4D265k>kxl9TpOBFV=fu z*6K){#jnRGepvDu=Yv_JEt0GG;NhLgB~LL&oTU@>X8D;N!C7{9?!c;9Qt)`LhS_vC z33$?)`d5WqF3$2$L!k-9#ZV!Y6_OfY3KdUhOD%dA0nd*=++Az_3TGwNL_G9r47@Pj z+LF40A6~REQg=DU;jFs6xq{%m8>;<|MsqFHS3E(!{{w(${AMBaKgMuJ|_hlS1Osv z+suQev1{tmH%`M?Zz<4R;YtyPC9lD-ivk#SYRT6+aTCM#q<){mIwhORF!jv=)sy8_;?p^b$*(P`lZ36pb?iD zOA)9HccZe8T*Fe#5DbfL!?69sSc*gA{God+#iM6Cislu^UD0@xgXUJKPEWg_F-Hi) z&dGPNV+I&@rXIzkzHvzSYsHaJRqpyeZ4B$Kl`>z;XAW<9p>cLj__sCdBZkdD&uhQ3 zciExm9Y6hR5zv@#j^=&iBv~3;$&%q24AcM2lJ0JnbkI0GLJQ5mcC$46IGW=e!LXrD z7^XacrNO8S2co{Fn9Gv94u;81#V{ESmLyU8kqBZ*96g&T>N6r}ZX>)F^)u!t=cxVg zqx#`9?9yMDKf>%|-5x|h3iwWiexcMJ)XrOcXb!{Y$wL$*^qhP*z9G~u`9*pVva$TA ztof(0wURAV?)o(l_e2Pq%BCuKJ^)ngr1>KBC0FYW-;NYf`_jx90XVV6W3?IQ`Q$Q-|y0^*4~8Y5q2*YU?Ow9Vhn6H2-R{E*SIVjcJx?qX}MJgvrGI6fyAG7nf<84A3CtTB!?`;JZcai;o?^*mSx*;Yx0 zg`V$u^FT`);iw~IKN4LL7x@5k8kDwvO3K8U8?3&&g*<@E{TC!B+pUA!(?4ymbW^~Y zr@wyENflErLp|4zvzZTfGy<~*_ZWTH8{yLNYwdB8UJ!5np5#{6hWC?`nU7*kk6wXEudGq0kc!0@g^g!s$f#v;vnhw76yz4HDHpKa5RN%Q0* zfy~NsYx`g4`Pdin+vmcwqb1sx$L9YuD-@av7^AjA#p>+re1~aJIY-@R_&L=d=Zn|g z*ZV|6mFZ(q55wWSx%sl+v7l2>mGimdc~U7<$2wCUYDeL$QGRMVT6{Z~Qx#^F83aI0 z1Fc9cZ4u7ep!+fFUleeed|;NBXam&g+1&EZ-wAaws%du3Gq|j?S?9cT0MwhBOGcY( zL48!Hr}4ZDsAs&7w)WM-*rj(6DXgTXW5M&`>2tFI%sKvvES8)7?+f(71VI z`^yRmXnbmIq?Bupvq^t~S`uj_G_ALia^O?qve4nYtC%e`%XkXk3AqE!Hj%MAgjJzA z*ud=b>u1n>W`(k2b`Uh*b2{5vHyT>{YJ5mOR{<^BYhP^JXo~lfR@Oidj3#lDb6YKd zaX+KIeNG}U7GYN{s`v5cNYzD-TV0_g_)*of@s!_3(-Q+XYrFT#=Fons$!dprvgt}m zU_NRGzsv)snaSo>(CBn<{qTW9f1ai@ZT%Y}pmBiw@jW3Yp<%?nIYr8sewg)*UJ)xq zPeQ%L?N3GHrtoIph{z*zk3wDHMXMwsGSp2FC=IF9z*&3o^P5J#E+ns-CjROr)Lh$a z{b}J{E{#I6x2LJ%tZs3Rm8GOWwXMjq+w*jx>cZ^P6uuo?>ct=SP)LLq8I=o8#O;C? zGBM@G(+@-CBynZgM>;s4Z&IC{^vDt_(m+8c?lU}F?2OLz#`z?(sO$}?9Ue7q7^SBi z2c?aU?{Z%y;e2pJ(>GFO5)`X%j}Oi9!dXc2kICG74DzCaP0dedK=!5^f7i|}g3S0= zMtZOPA$8l`Q==}5!R3u%ibj|C;f%vtYt1kth_p3J)Y~M@=_l;@Fb3|gZ#h!a=n$}f z_3EPdbcj%{OU|5ppC@Bt6Z^L~?}Xz{Q!j{@&H8OTJ;B$;-lU>eCZ=s`u&%trlUMbv zChmzH|I17f9$INFQ3)9rgP1M!rQ8`}=)T zlaAti(wMSv&!k`|XEwi7L8!2MP2*mJ$SLn zb=^Q=b)3~YUO7pWM^NK^Stlj-HqP378-xA&r=ecyxxb!sAv6qTc7!d^D4%ICI-?4j zbk)UTMCU^jqu-Mcq6BCeDU!Eu$zotkNFA_nSrR^;Fg^xOR$Vd-7(1-#mD~7%F=X35 z&+Sss?Aau!{$>ns4jxxDMDrcgUwHZ^+cN*Ru`Wh3|DaNBudJzrJ+s4sCts9Z5v|Zj z{dF#nsY!ln3l;fe^!pe%|2)?w>=l^)2r6XE#TUF+hbKetuhbdV=ZE>IJw(*cbupC6 z9Z4JYF_b4u7JAHmBSD6T<@-%ePH%$;vZ;?VX4&E_Zi>Eqx;2=~<=(!Pqubz~djCCl z?$5_rSg&al-uE7t^GbH_k@*M(dp$pXn&FN5p`l*vL@%6quH)s?`rLxt=hO52cFlks z{b?8bEt?6qb~S0=Ei}cMWe`J&&%Fnk2MeDRQZwPk=ZfIH7&hpa0< z%IJWrbHq#!pP7jBQiX3F|EqzJ81CMb@Hz@-!U`9Y{89Je)CvLmj2Lq`rX=;6Z0`hz z>Pc3m%Oqf*Mk{5G?oQa#F5K@~a1CrC4`ifF%7*3QPSkTlh4FqeUj1&MT2M4>KI@h} zXH^;O)zx-t8N33LE*~h*ak1jbWO=P6{Vv-;?wC-`%GUhf#{9_i++|T7z4D%ENU`m+ zwLDomd216S{5s2oZySV9@P~3z(BH3{_GFVli=Cowe{wbiSV4!KfT_k{fAk( zI_;y){YmiR%^4L>elwn|nw(!G6f_B{!V_MMcpw1Pfhs$P+22DvTFK^!DinCemZ`F>22cUWDt2N~3i@9u_ZhUK&2(;La%DEai16sEE zwqEhlf|erksS8V;fFYm0eEpEkz_3-m8z!g?3}js`WQu^1T|axk!F29Ae$9?Yq271l zWcC;aQLPS6Nw*Fco#+9l^+8N{)nB}6X>czgqY2Kb5Z)}*KKk33puk@-M?9o=mekrr z7*+A)g=@7t)CX<+b$0kpN|qZ1N#z;_m<#czc~Lccy_zKjE=CM`gZ@Esl;)tPsb_zf zm+jWgnz8O3T%FWfJGUc;H*>}fd78oxDFYv<$>@5)wcR4`vo#4gulq_)efS*X@+^Oh zftfO-=6N0PiIT;cF0t-NRMQ$RoegeU9O!`br|IXL8@1qudsH?(&XCKS9mX%8{tX!u zcdJRdZib9J`_JR8v>?;;8{XA0@?`rg!e$fAtVrBtEvD*k|RizjrP)_ibzUu+{uw zHoZMZPhz-3)1}off6iqHU*JO{&_(4f=z=mGvc z(9l0;q?EcOG>9cS63XhK{`H{qb%&-yeTI8khI=U**M@74I`8}S`>q5-{qppCz&JH* z?cBIlV8o~pOmu&;MX~L)`tNFjceR(FQw<6|^lXp^J zNxmwUR~rS4g(*rA`vidDCLQ{I%|n`{#G(0{4S?YQ&&Ox-b7?nA`(=SV zmo{eQ0uTlaxMOpLf!dMDWQTj%W4IjcUAQo=4=_dz3lWQ_14Bdqn1=pgU<|H4d~iY* zmvY7Q#Ef!ah~Ke2ZA*ie4$9jON*kAq{C(l;CP7QJ%PU$-3bZ^5UtcoeB$wGM%;`2& z&~nvkb)dI0m#1bLiUq_#%RahR$@l}%vh(GHZ3=wQ5+*PtOaR5Nc=TpTiyE{9&a%7o z5zWUIkJ#JrTn<|1t;(MzIs2>kU2FeN40X6&0PDv-(~QhK3}H(cFJp>U@#OZT3nheG z!(h|iWM}dD!M~3)3+%^^{?seC7E6yDl|7g@&lb8gpPKmVOnE&$YkM$+*SGO6p;LdJ zP1aGjeFs2zP0aqm)-tf;3F(HK9!EdlUsqjvc7sGU+Pu)?bTpMk;zhR6lo! z5?<0LL-__oJq#2&rX+(idMD}C$d26*Gm!H6l)nSSD&-AS%F~3smXkJ@*j&K5kFHJdDHsIDRUMD79=sin$INyP zw?73Z=DO%lZ8;Ao6$M7j7u&=gPxvQj&omZ-R$acG+ez}!I`^zL@lXl8>>skxUUEHe z4i(gk9~%#Uw@I{C-6H=szB;jOsi*F!Uitb+MJAmbz?1JZ+}`w!N&R((=;|qtdkbxX z&1)R=C;mL$4CLA;)Aen<(&B@I0eL(*fN5pxHPd^D1KRkASmvsTx_U@Q%Fe9UNyp9cL0`?F`*cDdirV1BCmICNadw(*MH>mCO(ui0 zR!HF#3!dUSb3-vfeDbgx(N9(p#9M-Ih1<@<*?0F|zWGZ%2oj@36W0lv6Z#PrSSrtu zv@P<*!k21?Ws3;Nn>75A%UABlJ9f96UH6)FRdAC2uxh zdh#;H@No8r9cw8DP$IEzhm*z@oTV}=ENkeuxjcWzWt`#;D0^bQL3|Yj=cC96<2Mg2 z!1-8`K>K{?EIiS!BJMaN0Z-MRuRb*T2F`NPL0&q9$54LO)^_dzD|q(YsbR@-5>&+R zt&Co9ALn!DsEhF{^q^93xIns@8&tj-Mx8#)2WORrSexbhD5!c(6Pw3;Uzf9K1MP@7 z&RPrK{dSZ^P-k;p46`oBS?`xKyXfrzw2q-J3w&<~jWad2%&e}4CY5W}F_(0qnJ+>% zcU3bqM-P2fZ6*jU+nbeM%?bj>a)#goc+2T0tJv!kg1kR*K}tDB=s$hT(+$b41erCl z5PxkyPfA>wa^PLjTY~J#ZFVcFykzO;zQRD zOCo0Qq!NGfGV-M$f@102^expQ6yEgL)uE%f)R7}i5xGuKTCQlnE&4n`$tir} z^W4(}#m3?=YXMy@{TbzEGU$5dN_E#qixL!eHg8$!CV^A_d`|h$v_yjZq>aaRWW6EC z8&8~nx8ed$x%(-*y#!AZc0poMR{T|htX$b<1*Z&xOr4v_ zp7BfwBH_Sn0d`*~t1) zNgiZ(=3gE=ds0a>Pl~rkm#Bp#D#_QK^ktNUAB9GylLNbX`H}D?Eh2syC`zXWbPEt$ zNc5(43z23faqJ<(&WI^JWGd5{M^C4)VtP79WTAdnZ%2KI?(P9pqI(egSe!=k?aYo$ z=LAW2%gc#KCv}V9T)s<$IL(jbPF_fM=Vqe7DJe&GIR}zhK7+d6uN9f*P6;GYgSzCU zz$wk1Ph{PLgAbWTLsi%HJkA9tlf6jZWKRmk!-@Ha%w20TOhbnxhtwa5`4=||NQxNC>)HUMfk=apn5(oQ zNXkemNJEjBo(0s9h9M0{V*XW?2K)Xv_lfRLpb_0xF}jr$bos;RlAF(+MU*e#=<#Uhf*A}S@oZ=8yr&KP#6RF_bFJstfX!wq%xO?n77(9<#KDZPQAjzLf9 zN9*Z~?kW9fL!Hq*r5}TCv#0c940Xns^zc-MIz8oLsHbDtQ!a*vI)*)^AFHP`wx{%C z4Ryx$l-@{B$Ec_DMus{@J*79+(=qNTy|JN=aZl+@^mI&mN^gQ5*W?GR!0Lja->Nlw zLw~Edy^H@h>wjsP`8g$SP4XdnbEcDm_RQbEyKXwV{Gf#AS%1GJ=7~D}Vx%-=1dt^X zMwUs~2nqFaq4_BHaY)Fb3WlMwt3X#`TIF*{8Xdp+r|0|Zv`$Rx#kBNVNKA{XhcpVw z9*H@VMb;BzzT1vNdWw{Q#PsmV{Chvq|G|ASt)k|aj!tohr_{C zu*%DRy{_6|SVe3zA2OsC*2Yk`?%6UAwy1B%W-Dxmh&s6%$I>IPZ@1glzDl)l>omc5tqP_#ppLO4(zxNVcsG4`MWZ6u(ST{XhSk)LV#K}*6=OG5`r5%S|PpbI0 z%juWP(Q9h7*ql8Crf)IT=eJLE`U2ats2%4r^4k^e+as91w3cl4FlPF~YJV1N$MkVE zc4rB6`mVa+kjC^?wffGP?VUcT+ycZqeNcrv+jjbz%1LeQ^ffghLcY_dRM6Oyoj#|g z*;;Y(|F_HOm&=h;eoOCZMa1cNF@2b2(W0wy_Evs-JjKl{M{eo#?X@7?rPHUE%$_j3 zyqLbY=4`d<^tE+b|8A#`EiH|vPG4HH1|G(bH>q53U8!2|Z^KK&E z-Zh~RFHfe=Hp`5=|8_b3W97*7X?H+w>R0WM={s(> zOA_8sIqi&7eoWtOFKz|n<;V2hX0!cJr!TkVkDDQOj(hs8&lmsga{A?R+z{dvOqgTS z>6_0bQV(xm9J|M{a~yKY>&y1W^m%vi&;uwg39uegz7HOlk!M{iQGl{@O0SCL_d=;w zoXgCmB~XEN{=k#F>!t21lyK_d-!3QK<=E{Vw$yjM!m)bSE;+iya}~CBl_V_jF)+x@X4@BnFbG z=sN88wImNmD#eZHM)u~u3|5*(w;~08BY}cF+4oz~js}L`h#p{%qKMzl!01~UDA*I1 z_88ss8{pC(dIKzh{rUEZ-|q#MdCkrre5UoKrS5H{<5+0U%!+N9*)@goRntKiL@S~J z2T`9e#xO~=0ura7h0;lMQzsA!h%>qAJH44OYnqPajl_&&?!s5~OSVJgH$uZT1jUDc}1|0+lS8_Y8GH^Xa7t8KaUuh1<^KAw6 zf{wwJVR2VaNUFnajYY2R?Wgd3t(7lLqZK#f-WowSwYB0cD)bv9SgH79!gijL= zgQLaGl}0oXxxy%^YyS;LTw8X!ta+e zqYX(8yJ5OVoar6bjPmRlY+f9FVNjkEX9m#eWp(UG6MQDd^lCZ{rr`O0Il_K9Q|62u zUyiVx5ri|dV~-GczCYR?z8r~|-dZNzu-pU#&vqvy<|I3pT+#Q*7hduhL%kq^&z zQ|z0gwYx|VTBh){W5zky;hpSRd5-|m@;9Zfl=4BOg0NTKBQiv-Fu$0ZUJFN$R838g zV88{H(D~a=e}weNq~Xn?VQ_0r&bs{$fnSVJ62JN>>z~o4muP8<8;wK_Bza8qbtii; zKZWjP82YiVRpAUn{6B2oyS#w=Z69gyvzsa(_n7H0uhW?!v-$GFVMFTbA(QXGm6eA> z9ZSpb@H3h1kxJsT;bO#o!x0B|;NcuI#a@u(;a`{;Je*^0*xerw=X5u=dBMXuW~aNk z;l~$3MPps$oUg9K!`a;t9-B?48;xlEsqVx6x+V69>|OfBKiL`dzS)-l*L}s&{N0jR5JmrZ*!s}FgFWuDo2XWF>liXe0+#h&JD_RnWBFY9rMkt) zbB(4Ix(Jo*7QpITcwZJ|KNspfB1PQa1sd2r_FKJG&~~De#dr17Ue3bHh4aNxqU>+J z;w~)QDV`K6oqNnIUN<6*W5Xpl$5U8e7S&^2b$oAKb$-!sE7qtOFAf>2MR(yh4LeEN2VPVn{U64swcN4! zpz_?v0AI3y0LhU=@xwm@lHta(n>ekvCNJ!U+5oq2lYQO213X9;-rf$~Pn2FrrqbvW zmikd>0aTKMuQ%rui6um2J_6{-$df6YT!&DR^#~+Q3vgRZa;MXnvmr+mP3=A56Y6xa>q-_!-I3nR>UBh zGo@>+1otFVEu4G$>J(<&cl7Aq>^9!h`Mx+?h}OBgt$UloBYh|yBya3%o6hOiGF`r* zk3^@FeHYR20%D$u2Xc+CDEsCVyYEQo@5tJfpk&P2nJ`#|wL4*GAJz_qVXdrP3Yw*? zoeJ9N-`uUh{Ct*WniR3_yFZw_HUu%2sblUiVD8{xevZff=F85V9n9SZGVFVm#=gBX zMDYugr^vBv#9sCf5PR7_Kd#eS z%_39aVMhX1yzN8MbCfWik1$JR-Eg3{{z=U(@!@NokZhY)Bhj1rY8wmM|5Qx z3C(dh7pDFb7Y_0xQN782XxZpPCUUOq_gk;*;4;ywmn+kmTZt*Y|C1+n@A-+n$R56= zpfAf>Vi5_QM^*Vt#ol7_gzuh_AxkJQ3MIOMenlz9-bF@r53=0I%FCX{Fcl?aGzTGz zJrEgCWPu&7B7^!68P?;7$imAYYc8gZjBpl`3o^n}5RsJ^L^C$NCJdW-f_t4#>LZyT zBaW_tq4WYMKP-ghNf?`p&dWtaBZ;sX*6AUc4_$}33xl6|KGVBaF;X=OcSX`>4HDR5 zlwT0r!Ykq)>2}RG9CUl>O^Cd3YE`Hu5h`~XO$yiA1qUnkI$cwF2&K3CxweGehm)Ni z>Edt?WrwG$3}$F8hi9E0Ag{rphVxS+{j{O#nu}!QxF+1A+^s&XQ?%v{g@l6+%}KAH zLEfW|;5Q*_-~!uo+r>_gfN7B2=~3(~+$f$Bq_1@l(sTo!CQh=0t87nrM?3S8h04)P z*MJAQ)C-ygONFDst`HR)Dl=IE8d=c;%cAEVtce~ME#P&WP;ykp6IY`8n8F_P(8w%> zMp)6Ms2u-B@<)1yvZ;udVr);j)CVyy}=4aKla>U|baxmG97a zYd#B7UdwNMwDc}yzg;I5uWt(}CE|x1kGezFNY_i_ryIdVa?bU+WdTq~tFBy_=Ld-o z70&23FNH^E`xjOoAi??aF~)X{$#6!jI_%z@F_4fc+BQiu2`;-O_K{go1E*Fsyi6Q5 z5#mSQJfJ*42o7BwLJ!6kLi{*8=_&yoI6UBHAsA zX7l+u<%On9ACTJFQzrp7nX?A0%S?hPVHEd?JyYO#_U32L4mb-c&K^d0l4; z|EZ58{sjILpZj#1Op9{fP$47DwDNTBx<~>KVy^W$D?3Y0VAr*nQuolWU;QfL3G7Kk z-yU8Kf1SY;O7|oKzRKdu6#eiU?)q0JU0>7nyhN${-q#hKy$bu9-AYu1vv@_L>OuEQQIwegSm$3Z?skhdr~zpQZZ?CMnWVl6%0{FP_9XPw7Nj$hm#)yC~-E N{~zHkqAYlS006_Ua+3f6 literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2014/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_2014/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..a7c707473b4d29e602dc8c73875cc3445d89adc5 GIT binary patch literal 9985 zcmV+cC;r$UiwFP!000001MQs&JXGKR|F1QBwu(qvR4RK&r881lqD7HPF=hsnWi)1N zEfm_MB+;g%5Jf~ui+r?GX(#QH-AsMzqtf<2Gk4}*jA_y5`}ur+|3~w9ygZ%do_p@u z@11ks<0^w7h!`R!2_*slMI@Z(P1hTbAfhVJ(T7JEBF3ROlp>T2{7)KE-YS6T7ZyYf zayK?K8ux$O6A_c=UKxUj{FuZ=xkM9_^rHk*{DOGp!}pa5Ci+pyL&@H|M$&VP+ zJ-Vb9k;I_U;eTH`Wrrha-f2a-wS`uMBw8_?N zJS|K~)b75_&b|^>&a<7Yc@EhrbSi~DmqhfVkonif^PkQz-%b2y!$ggGBSESksu8pF$ulkm-jWLk*{(S1bDU zTjhr+a570~uq1GrHDTo|4iL~n`fHX)v@d88uc$5w8vt6)Yh4oEQUVSV+4skPSPl{w zY)ME$g2Brt^2t_O&F6GeD-ON2a{=eCnJ4vQEa_g20YrZazZ%8)B}3#jEIWQ#iBE$K zfuBi73WHAN*NB7*(T_>#mZ~(J7NXBjnbQnJBjKN~U%$2sxo{cS#)$e}ba)7_@o;*p zIxiOazu4V=d;a$P?fKjDx94xq-=68y4ZtN)04}5wx@x}q77wLI}(I)4KqG$w9d+(W;Ah+Wx}V3 zUUU8Z^3T-k2Zb_r>CSxJpwqqPW~=IVHQ>!JGd_Qpx#BXmP$n$x&}v@(6eP|O_lOv5 zAiyLa*@*|Ij>ov8u=H!t&aVR8J!!J!8RsV$_lirdNlRG;QaAMZKpvHfG0lu5PoIAT z9F$+TUA<6TfQM|yP5L8CUVzyJPYo_yV}hIoJ9J|h>L72h#E$oU7J&Q$1+#w5a-hI> znexQeQjEv#Z_FS~YzIYi@9p$?E)Gt&U0{#6whLoPbiXm%p6OsL%_M)ej97*7{Ke?a zpTZiz#Yo>4-L0=NUS4q0)Fnj|<5ef=n;Rcr02S0S_m5+>!S&RRngtIpW2}4^t`a`B z8r(8-QFZ&k0=FZsADT%U3hq=fr;lJB0QV+Q7Z&#a0IGFUT^4+F2ahUa6suwyuzqrN zfXO@iN$0`+C{+VFx4sx3tYKPJvW>w*g_m_|1IB+8HVtZ(HcS<_l$&hhyG9`E}lN2;O?-sZiE!tFM18wgtR& z9IBBKd0c??h_iGE;SZcgUd@+1a9Ds1P7x+HLA!9i$|Tb0yFuf+QCrS!o{q7p-$RuJ z)pDR|PwprqRYL(bCsc1O7q<{#i>O~^L+~KbvNS2orf&^ssYs02)7k=Bb#gbndN>@k zh8bUv&ac6Fi7{}@Fgj?HzoK=VAOYGoiEsP!jWW*jyKLTuIpA#HZKqLIiIFvX=oeja z1HcNgj!>GZigULpDBUs~=jpV|jvIUd>j62fB0mtY-bRtqO~+$o%bOkX2(Sh0VaIIq zrq=@Y_z^P)MeYY|`*TyiIFAJEMHzNCOUwZ~^v#4oO;f<$9rLy}P7OhyQoyxB@ht>7 z-h%4b3Mgj;$@OldiG4-Y2d)tM zY)6p3ue(Z9RJg`Sep@DLT{UIGw>3B6`&zKFs}>zV5Mm`RiYuz6S8&mmq6%aq2%`>F za6N*A*W!xI#}x(3C;B*SOOp^}Jv`^8{-`$3K#(n;5MmAD-s% zWW$pslpHFgmZy7A6;L@mZG{SlqCw4sGKbRUt&RV#`9 z(Ka}*l;EP+pjujhi{^+b5Y{2%JgVSQSUknJBG=+t1KUV+1e{;sefxS?cClrs;^3UW z1)gu)T2#qHQ0@E+)t(RpNxhBgAPrSIjGw`TYp8luIj|0L;oNm}IfCTFx;^#~uDjrx z;lyRUUW)#N^Nt*$}JQ@TpV#Z zT|njNip#bHl?|N7t!+_R!8zR0372^cE>nHjjy55Pu?&J3oJEkacBn=VLXc7Le8Xc< zX*Z+N>W@kz5kUr6pi<;JQy_YN!74 ztDo;ZCldWhN&JB1x=9gAsR#Azq(MA!#)~05jeyeaq%oZY%L*}rnh3=yuX#Mdc8yS> zLU@YhX$MbfPv+!ZkMUK0k5kX{pP%r-H-> zI~rz*oyE8vm|fFabscQCu6#FGbQwr;NG-HF{YEI0Kb9|3zPb40J1X2eMGzUTGJJbGMho?N9|THp5|Z%cjE!5z{#-_HzK zF!>9}SE-n}#ZML-8xZ{=``sg)cS%E9t{Px0$T{-1U$zp)!b5GPWQ~EKaJ5cFcFUhQ z&5Xx1*_Pqd`Xn`5!weM49dupg%LIj|a&ODc565`?#Ko9QWKpXQB*z~hroIro~kCs@9oIY3k> zt7z42Da$AJnvcCEywD$3{L6g0^!4Cr=lzB9nQ~d<6w%q>`OqbtD-&eNa6BSijZ_cWBZvZ z$9;f6EDX3L9~Pb52Vo*dzz9_@v(WjM>VbZiM|c|?8rsnr8xD}z!Kkspoo zpzr!*>Aj%!>dx_5nl_-#O=W~!nE}q1{zV5L1p(Gbz1Bk>UjfTz@ulftAz&qKY)#+y z0kCcdcBrW=1nfzlOlk)70qjs?#3y3|)=yrcll8wwHtS_&z3YkI^Kr$#Yx#cvJ7%x! z8*zHauhaNq$+b}_LdjyeeWAog0M_FvH)hnCexEyP$ah4$wDbP{M` z%32u2-v!MiAM@>+b1^nuU9mQI!gbL2Y09*4(o)bUcjusrWe~>t6PIh1$K1vEvN|a6 zLe5B>dj4B344)64H!NNFaPS6}8;jMZ?xt~`*X=CnaSe;4xE;H!vLk@4w z6=3ey5d8?_%NY6fo_|1O7h??-W8o}yt>E;d;CNG9>XUgi0iJ-pA@s^$0xag{R|}kh zz0BV3FgV9)mVV8kjGM1KaEY6b;~1}Sy07YWaE;ra7J^FHOABO7G2TuHocQq20*rUL z`6|G8FMas4kRm6*JzZ%V#%J}%Bdx~96}IBmB|B=A`TYd2KW3U!q^AJ( zOzpbQfz=pU$7lE%R44;hZd7>d5IAp5@Hc7fBO;V7L!1wlUtavvY>XMcrM@7k*KE*I zODkBpUnuKVL>;}H*ss@o9wzhPs^!UF<}-R#$;9o;g;S+*)A|`s;ECv|X0C7A1pwPW5At zq?rit&diAAy3S(+czc!ci)P7(;8tsu_vg1A;Fi~(^jA^&;O5S9+e?>|z>RAc7*>>< z7_Zx_SlFpGfNMI_wUW)=fU90ZE#Lfk3*)6a<3&4%G-15ZnictV@@|ah^+zq~aPkGE zBaU7&=VfgCAnw*N<%A_VV8!VB%h#@(iuDsK(oo-; z*Xu#j#1|fO>dG-5JZxtvHme^ z-D}=Df8*3n@pD31CHX!zu&S!pd@SGW;2*v9m-%$y?5OqkWQ4O?zn)EX1JAysJsv+_ zQGm~Pf8M`7Km%iK++2^utZ@Q-u~6r131t?}6l<-EgWiHV$MHMwQKN9CpM0kB12&Z{i9=iVgH`r4vx;^t`3w$aD8TGtgLYoKI#F?}##c`U1CO<4w5 zYn~2yCpHJLs*^3wzFH30>T2w9%U1yQ`eO6rC)NY@_!!NOz5?7{Bhh#J zkz|a?BM#ml|MUP-%XGH69sk&&evpVCjSgst#T}~@LEozwxc2^u2&RaL_HzH}(%XkZ~(x#Of;~kZvj->*g(que);A#GPc61NPw(u>;!+ zab^$h`v-UcDQ9zyaR{)}Zx6PN*&v*ISz_nPe14vZZ$4-AVfLPzuPl;WY$}|QA(!Xm zH1wXn6{EHmuKIOSBpfmvYlPFYy2M#zIAFV)EU!{C6yzL(swk&DIH#9Cm}#LT$jK+P z+SD)OoP_L}e-hTC(S-8M+ATQs{L}_%9|Y_nY0lEowStt>AGh;Mks!tQtbahg1lR~g zMnNqWus*U&KC;gO)?dMf?X(Gi)oO6}xbaJzb@$@GW_|#y+O3a18^i(DO;Fgk4Z&Gv z?e(5@73VRxb#tb@$GNYAp5zq;SbNiw&6^riD32fJGnnloTQfSWMku&lP6?YlpA?ZP`hHb;?}V#+n6K2`^KUU#tME zBS(wuEfSFb%=50VR>{c`$9vB&=bY0cnuYVL)NWUXdGGn9-_v}ptG~{V$5&j9JujRc z)I$#}rQ6Xd(;gBoLS{&n%* zSiek2r&GBJ89i|3Rr!uwLB6$#$~gH4VE@^%U1Z7#z<$kkpX(z9*sqiZ-XzNbc5CI$ z6CX@)w)A@}uAmIqjoISG654=WKQ+7I>NA|RNBqjF!f`%ZH*V=}Wt>kDx7zh(fPH_$ z@tA~>I4c$2{V~J`=d~t}_C7GZ3R`!E$7sO5bRk=;za-AG;zxC3`vUek?T0$cP6PJY zK%Kgr34ndl(N6vB4ZtqE_xVxcK)}v_{>k|Dc)&hN`Z(uuJn~<8-ZkL5yrT5sS-s|P zne;;~AETR}`iC7l#oL#+sGSiY^FH zWK`gA#tV0hq9%v5`tA1?pqSY6F}G{);IzAJs+F^fAnsxEdh&;PILoejKg=>DNW9&n zpk2fgpwzIaKd9PA1li;#Q?!dgke*+)cIcEP1nFzXTUC1GJ>3s(Z!9C(gX#EH-qr#h`Sh-vR8fGL#iey zomp2>WIhAuiIwBxPZZ)T-a)HyZ6_$5&AdLWa2Y}Q+StkE?^-dcQf*i0NHh^t`vu9L zUeQKSY4vTG=jlRFR#ee<@=GHq&Is0X9rB2vypSTl%w!Wm3DMgNS&N6TgHwy8be=$;E}QznThVzCnVAS(*XJ*VsZ2 zT0KpGd28}!vsxcvELim7{m_$Q0xV9gXSkiU$9TH_!T3945peq2k^Hk4Dlwi5J7DrsAh2Dl(=9j$494P4B0FmEti3$ARCl~NDwLBB zIe#4*qfD55dELE&!o>n4r0%<4t~wgyUeMrAU1l{RMrJn-Q2%`d7Cdb?LFpdcJ_luMo zgHwF<`y!)LILD1DU$Ie_FeEvuk3r>0jDyTK;uibx_c=|oZ(&n+873E(D2W$?X}x}@bqWKg;U@K4_=L69^%<`uO1;MK8d>sFT4pd)?AJvCO zBRg?kEbpFd&%r8WD$zTD7Q~>EW|7H3Xb`tuiF4XjXKO}#e#)AWB2T0Ki^dXud;a$P zKj(>B_!xzJ|80W*A1q#UzShoW^f+%eaK7o`nbAYj<_yIM`j!LdIL_*^FM_}Ez}b<* z8Iw47V4Sxc`a=zX;=Bp14mA);14(X{)exOW$v^@Xj^t!YiRbIY4Nue;mwaPw~f@>W#DL;i^pa zdP>FAP|vidR7_3vOnZuNW~gV@Q+zX1J+q$Tn;Ytx_Y~jURL{Jp_~Q-r#`hF|ys6&! zp5j{=>RI#@-vVB)#ZQa^t8aw;ty*I^-%&WCC}A9l1K!6QyE7ss_Ptn`=49x$1U1LBkRhobpp!x#1)z9p_e# z80-Pp?NuYzUMvQcgO2u%TkZvJ(G+x!49@~L6IPy{VdV_&k4usDEg1%Gy1%z`9li}@ z=!l!%(<~8|zyAuqTaM0dv9>C6Rs%mNR<)?T3<&CHR`Yz>DZpH|Urx;RB?z}3Jvwo2 z8d%pJaXW_P1>%=%eI+}J22w4fJT46y1=6PzV(%9%26;@6VcEy1pm@GqWvbp+aO(2y zY4qk1;LPwvl=-y<;Pjm6eN)Ew1tla2dCf9sP^_1Dcv&EXUpHOq-!7+LF2?|U z>Ljh{&p0;4{+O5~%drs_5=$P>vGp~H_B0b??9!dbG%K7qwzJF7Ey=K@6tQ;dyw^YboT}bebp8lj?^*3|61Z zm`Vx$MuY*5)PQdV&o(ywM({vK7)1Pb0_NXJV1Oerw8!9{p8!|?)DvKN`6Skt|&0t)ssJbIt`6~o0-R0Ewm831(uypw|ZTEEfD-@3PSF2$x-e)%(> zK>sk3i!r*n-588etYh042ZQOuIzmJ|t-;dw;|MP;{{XZz4x?vN;(*_joY~FIQ^3}Y zCnlOT$zcDqD;aGgE`kg-;#xIgOt%?I{#UlR}|zu9sOlki!vye8u!L}Ssmto zGVD;I!u~(O*-w{}J065${@sQt%%49T@VX`D&mV4h-3asNcQ;;l#r*jT*sjBZD7H|2 zaR1Ig>s4UUeVd&n@x3Wbf23{>jc@_|3NbzwRruE&j%Z+m|2hFF-aZ^E0U2X^Gw~gw*K=rMiUl#|O=+@FaAqCll>k zSYHrSV$HlB`>oz8Zfoac^+Wws$Wd6ii1WgvdB1#x-&l}nJ~TQ5cXNu@ zlNiJw!{zzzndpy2^;lP5f3&W+KlLWcD;ZUMJmHo`Gv6&TZbCXoxO>uEjyjETqCJ!v zf3#Gxg<#?&Q~x$bh|s(?|5llpqqF8p!Q00)a3oZwjOH0NNi9WCl=|F)6btv_R}T zAZ0w1*TjQ_HF-%-*aq;vO${LVG07AwKfhUB4^;A^(t{Y&LIY_*Ogd#&fFJ)5`4A!; zK9~$R$Wv+jRJG`E^a!TRWqK~9kQhOn)zEAhOz*lRQVs0n=Rl+RdJ;+e=BY%dEMrpX zlzFh_c3EY~`%?o1Jo|DQ_IzppnHIt=cdV4iWPX;X62pS#(K?69;|IZN;pa)<5Kh<+ z^k`w@HrCTcx*aVM#NFN2wM}7x{xmYh4-p*G`TbhC(=YT<7z}EFcMw)UoI^2BeDIa# zWlpW@j)Z=*(On7Zp>>nTs**`!O zvVVXmWd8tB$o>JMko^P1p7#%Q_V2P&fGA|A08z+J0iuwd0z@G@1&Bg+3J`_t6d(%O zDM0Lbr@&HcW)OqsuWdEY!D_B{Fp*9rdiqhc$xJ$IklJKon6{n;{Ak0K2aW0NqpfGe z@eIW#{R8KN%TG@VgA&9)=dyp`oIVsdI>IvtQQ#Vfe`5MSapJH*3f+$y2yYwx zsYL#n1OL`D&vLPwD&))z&Q@Yt!2jfmNj+b&FO?iX3F}_g^4=7999`Q|+tJEl+7GYD z)Vl6OFsnp4{4`2!b(F>$Z~%oP@T^mCK)nwK)UhN#5b2y*w1P#%m!={UwWA4YOywT|1IWzz;hQ|vPsGE4a6*;okcC^fikY8u_|y$ubnvc^=5FM8!rSL z<61(?0xx7nZrU<&UeD!aN<%s9G0MR%C=KCCTD}88X2OMrTnVffSRQh4R#YAdixJL@ z9P93V;A&I~)_xy@-X~$B3&3Q5=I_^EQDe z<+*dbGxIu?S376f#A{CyXs)=c20pPpiZIG2w4HHR5poE=#Nw*z=U$(GXJ^g#?0he#-qly|(XSd7!I44? z=;6_@U;;B~U84*XNTPcT1uVmz-#Y31n6Bqrl*S)@T)|zZBZBNwqJ8)`uW(lNqS5_1 z%d~0O(80gbiLu>tt_!?>H2_4krGNFF$Ety$?~t#iQ>i2KK?9<(xOfOd(1{-9-iO#`99D0|9U-MuTSsJeeQFgbMEE3 zuXE;}Yt{*37{-I~j6mW;|Hb&s&6cRl!7y$Kw82j&+QUO7FOn#dAo`yGqOhJT-gzs9 zNU_vVQ`h?cI}zg%?z=M#;~JiLx%)^fY=kqxi{MP5*AF9A&T{<`m^w!HuOyq z`lh9`wXT*8@%L2E{;7O==BrKg=^LXKk%6Dpr^>`qr0^x_ucL? zR}TW&hT!Hgi}^o#F6n-`Or1$?gjq|;cv~XDm61V+>$PMxJuwEG=(i$9t{$X&R6(a4JcXAbmC z-}w5@&DxktPCI1Y!v0qy9(F}W!22yrr6gXb{oahOcozbr8F?8sgQs__WsJJwU5q*c z<06d+9%Le;Mffc6&YpzdN);fJyk{{=rgj7FJ?NibzkYq@aN~lgkKt$8k`3T|lma1@XB@-(If(oXyYV%Ann_Xu>G2DZvt8!0Y0BgM0UoG$c>CAfIc%kt=vg z0^UjKbEMG=%JJ^;$2fBJuJqO=xj&dRnY)@a#$AYwW>b99zT93gBrO(=%A2yln~m$j z9Oney$YtY3l>>72ha_MNf75gun`2;g%Kq$}^lXl_HXmP9O#&uu^}K!FEnNl<*%B>| z8lvE|=Cr`t{Kw!ri#T6nB0sn#JU94p_biYdQ>F&Cb%Vz`v7|Q>r-GNy{i%@>O5pQY zDMWLgGLzehpSNdOENA1MYljP~!h)FG=NY(l#?+l~0DpEt(2w0r`c>ZjNxUBmM;%Y6 zDN%ADFzt+vsCyTLtl_oVJy8|HGV*^>PXB`N`3pzfFt3L5yd(BSpW6k|+BU-EwTTcb zeCVWf1}|I?SM(S;J`ye&YR)f+7lzB}HLADDJRxa)n3AuDG^9@C3+v%u4{7Nl+GAUV zAanVH6*lue!!^^VryXi};re0N<9<&Fayo8xO)EPC`4??}F4(;bii!{T|Jd3Dx7TNB zS)7w)juS_*cFoKm^T0jWv1CTpF4#6hGxAkIz_7Wy&nCUS7ABk{j^)qIMX!h8fhrt+4QAXW@-=tcbR0 z0Mzjuh*Oi?33d14UhLdl4sQcj+kXovg8J1LDr-nnpkdS-nSk{hp`l>8rOX~>Xmm5; zu9)``nxu$Xn6C*mo9y_Itfc_WZ@=E|PPqy#E@v*xX}tt3U7Ot2x;=;1mm$^)A-|w4 zzS`|%+zn{or0r7e_zI)Fr9i$yRx%QreG<7ryH z4#SqBTVEW4VFt<=wx|%pzy-q=%466(R2MpxG-(R6q^3fX@_h`O5kiwj!FX^g!u#4%Ff&G_5FQ$+VVT8xmQvJjs$ZYBQT640Aj_P_E@Pk%BOc+=|-X z0>eD>P+ypiVcT|M*mhL6yHH*18$*-tYnBe@(sXT4D>1 ze(k5OLDbq$_5FlwI`0dlyT9osU71M8j_@K|&U+r|G|~|yGzai{Avw@x)=xTgp?l`# zrHQ8w3C$Ti`AEnX@$5rF$MLL0LUS^A8xpE#?g%6oBs8aRBb&)ZoktEMZ9&pPqJH>< z>>h^lV9;-VnTOPbHdhQT5plAZT3KsI|hm*L=#bo zCATqQ<&!uY z$CW14>nzRuOw)8!ztaL~nvCXc1=Q~*p|+Zc?1tngjED_}3B_TUKo;`Fkk7%7e7F&)E_sn1;ognL2Z7Zt%=bCGe;@%45~P>Ikmw*9 z^P8l8liY8bOqXUqEgVGp{j{u~P@7<;NH)L8l`hmbumecQmS6!$XuM#ktuW-*Vb_p~ z>3ZHzpK0Pk_spe47qTT>sGYfx{oz9XDOUm#I*tqZirlDexECRzam$U`o;#oB2UFKI z@F07}gT@CB@(p=@+SC&@o+Hy^>!&U1TFa3cX?|v_svdA;=8_y89-Aa4 zua2RJCK(H}@mfH{DL>DGA$eV7+WC!1hHT8%$=khYS1dapC;XUnZZ+g+Jl|uvN*r>z zWG@)ZI>eEA28D7`6RcTW6;^fc&U(0MvNv(N|53PEdfW2ey6=!bfm}b;dko}n%0IzZ z#s~TD=B_FcUjzk{?xz}L)ImY`O_6y5}lS12XMhsmN%AtvWNXR+~?uB&q4_6jD8 zweoKDv}Qo@!M6NyrLjzwDE|2JQFsTGtXX39GcFrSUer05Jl_wu3Hm3)7k!7@FH{tR zqsGGRB3u8m8DF5(YC_P5$qG=Kl<{cft<#7x6}{yA z9)CTtx%mMUo~Hhtf$X;GCg-v#aAk*Vfv8~#bDTs)<(A3YwLr{vXSI;J3b^j@;zdwT z_^_E1>Nhi5)DMdGbn0YqedWmFag+o68*f0dR~2^g=Y6=nEc%sJPy*bU^e(S%NiE#T z*}9lemIZgq{aZKR5r&656~yidj~J2__8yhD#L_tOX=9f9YQ>uz`HT?beP^YAS%Mw2pJ6khbw(3Itu8Ab^*hr|)5q|xmqZ;Zzcefeg7ed4A zBf2qJzR*yhVO2JHIy8K7v}oM52^uY}&aG*)hbEp54T+Qj7Gs`>R;U-VvDx4hE+y~+ zi;s)K_BEzV7a}P0*(Ne9@1V^UxN%)#y@{J+$4kjQAMy1llJU-FX|r2klGF{#w~P7TQBs zS*%?a3+;~%C^S5mgAOjfNRuVYphMqloNjUsbfm9cQu{0pIx2f?yJsAMPW~6RikADJ zQ){9~iee9R9wMw46`TQ``By138=IiB#oRv4MT|L4y1qVIX#YWy#U_KV5v5!HJWDsK zU)*m#&!3&T|rtyC;!`=7Du@TJ<`Uo4v$iC2 zree6Cw)A)=JM;D=O;C@!pzYboj>?N`pe-c$>?)Dv(6*3|@8^mmOtuzoZj{wp%g)haU+SV7m~5fj z=jMt6yHl^cS>!sJYR9t;n!?-A7?Jx$N()pMvz+q@=wvA`Dy{k*KcmExMI z4=>`QYjS>OLRC?gyr<75c>LYp_Qh3xc-ZuOV~IdC+()fHS*Z^0@aa(2t+)>b=&GAt zav`(tycTe2oy?M}C5xEj#4u-sl}_wkCLR8d-2T{JdEsf|u(_+{cF*GDKj47mr&%gm zO>Fd|mpc^w>E&=@&@qEjrJPe7d8)6Sj&WqTkpI{Due6zr?Yq8uHeT$z?1Uj1|MqTT zHqM`oiCU(MZ+d@YV^RT6Lg9y{kSef5!FJ3WNSD9R=_Ig?BQw#cNO=^+wu{<%wran?Cdkd)?syQC6| z_}iKVA3bC8)@MKafEjUYyxrFyU75T?A17sf<8lg<<#c=euw2fZ@aPvjiZUB@DuE9k zS9-o&ZoLHSh(QzV6}79l0Y+KBYsOP4}+mMat0HmXoYd&<3sUd1s$SAB5KB`jSqG z<yrzV@&1>Q1+)iP=?Chv)g{~g+k@tMf2V`$wDRfGXdO! z_weL}%+Ez{6yb@zm7Y0f4i(4G;AS50fydet*V}$;XYyg=nDGl853;dbLGb|Jh^b7L z-OF12vD*^v854^Go*OfHXQPviqTd22jSj9E^(-82yGS}zohgA5VcCXuvKQRizdpvu z={^)Se-_E8P=Z2VcfoAuD9E>uZ$7_Z1Kf1@dRnW_5^ng0``w-#06F|B=3(waL0q>{rS!B4Dm|Bc&lspvI#_#`Wco2lM4@m&W* zW%#bt8T$lI=@=aCY8e5?4AbNDKP`vdXO3MOwQL7-oNTYlS|{-7F!=hf6S|w%30Iy7 zlY|~U9yT+@(q*owq31%UmaD0LlQ^ubt}OYc@c~!bq#hpsHCOszB$`U3I5!sY55FP_@#i9XgX% z){0%@;*1bjn+c+{VRM_vw zNN0|`pd0*+YqAWJ7v&_Eb~;tD@lrv^32yy>A$i&H+NG`cwzDxI%Xl2`{Z2L}+Dj$x zU$Gt%pH4RrEv$s(hV|(u#HMp(s*06S4{5~ZA zZ%j(7C%Zt-Mc4Y2Wz!(%vPG@~|9iM`=_#CknFYE28{>i(wnFZ$^alpIj*u58t{ONF z2YIazgk!cHfSZ-yk4UJDfqZq_gWJQTAwOlbvf6}p$bW0Oael!ODDZ5ZB5}+E3XBh3 z)4)xHg0g3)vAN%&;Hj~v+F3^^S}MI;OmhbmUgRB**GPh**?oU3ze^@m>B7Mb=#svf zwf^xg=o%$8pO36Ke2#pw#Ljd9bpBNI*sajanP1%+=QkEWXU~x?zvQpb`EiBGC*vmQ zd^c|)kN#}v>`cAp^zJNlw$(I+PF@Y2FSU2yarPUUcM|r-Y!~3ntd@u46@@tSLWH6l zcyZ=gyL`)z`z-p)9o;L9V<)BYYS+u+p}F47*T-fhI}NsrM5Iq(r>?)JFnajj&G))aUY(u_|;6Xu-F1R8jVdldP%IQ9ELuED7L2{Y&e_XDZt6I) zC|F(2wJ8YNzY~sk6IZfWefZ7s<|t^d9D8Zr;zVfAeeojiT`RQ5e7aCS59L29KG|{H zOK3lmIo;$JH?%u8tP{F*7}{599yJP^4DCya2X%ZZpnc}%Y~i1Cpk3j@!WDrj(9S3C zpL=FAv~^#o#!G*LwkPv7yL)`0?e=sfwes`O7VYcxUG^=sCCZ7 zM-mm%pEW|;EZxX?S8AcnV&PZCbaQC?eVjB(xI1>0Lsyr!f2#fz==zL*Qhhae`21q; zl*K(2y1Gx#+*J1m{CI7XbxsIk_s2N935c%@Q^*IQ>qF7mt?i3ZKDnQ+vtA)y+Ya1! z(0-w>&F5@}X7}OQ85Mgt^F!m^$EMDl`QFXeXXiW4?E2I;vM8CwR>50=mHXM*yzU<9 zg3>U!A>DFe7(1H+T+}meu(R>?jdNF?LRW*8ok>F}bk!LgdZl`iGvCa+z3KdZ7GIwf zemoTiT`w1W6VfSyt{1DD%yuLD_FN%B&v68FJ;VJxF!~8}J#`FeSf>JA6^DP!~PLTYB)p({5nt9{%x7Ow^F@mwhn zT^aUIo%ixWSK7ta*h{ECBsp!U%uI!@3*GXaTYf=Tw5-{ViO3&17irnH_A7LqIJ-L!Dqr=$g6FUT&`dbWM5o z4(B4s94Ewf|C6G#Yr*P{yYY<|T3|ZgVo}gzpJ8*2`t*SB>1nX;e*BVo$#*%@;>6Oq zeh-VlLTX&*>{2{fEOm{Nc^?KFd~ORVQrcmCA>ZU^JzrRNLSXMVau2L+6q;46)i5O2 zb%cek$M77vLBnz5`bnoba`Qx;(Y#WdIMPaR%$NCV?lDRDG>@dTqn3^K7c~RdSN$BC zaVsMW?2fY0!7b>)3jH^1Br51z8>y&+W5nqsnR$NTlH)V^;U+7NB;A@5gWolZNq4QS z<2o#RfQ;wt8)a+f*Bhdh!%QKIgwuyn)ytx(5p?knv zy?Oo^MHTRww=7h#Ri4SMUC(W^-UzXAN3fgi`>uK>ca8em^t31u_5`1}_02?`$$jH% z>JmRU!@fqr*qYpLus@W~;%Scu9Eej|ZW0m(2laJsIY1B`@@ak3BN+gGr<(a@aIc1= zVKvF|+Ies+KmJhtC=u{KzXmT^w-Ewf`T1|yWeb7rqsH9)o((6;Lf=w$9ETviZ6FpH z4#8xF7K^xEIJs`hUQ=UN2vy}jQhnVWLOW$v=X*E8scIRa?&m^qdV1Vf;j`D^Oh~Y- zYIP5U+tz;hum#5)C-0;_KYuaO2;NO6FaM$E2k&(r6YpRDJbdC`8;LKIhYxdGmfNjb z#+iG>dq0Z=!iT_z-2zvxz=t@Je2)Aw-z~=J_BM{}Id#M9nbRkZ{JLRh#mDKAOn!6Pecmvsl8rxX z7H<#~yFVm*2`k)nw~u4vukX^$zLRQyCk}I1d2O0P7Y<8E)G%-C#c{n$^3`8h%8}g9 zCU&?-Sh83r&fBi#gyV@Q@!eh~h2!~LU?VqI8OOUKBy;n-ARKRe!qNQcnm9f`|HUU4 zpTO}|VmETe8{$TsIQIU)>Df5`E~OjZACs9Bun<_*xLBBtf~5tqQrYTE3Xz}9$?Y5C;`IH_BvNf!QoILV3-xnROqoYVz)P7%7m949yM3iG5r)ZxlT?VJO$77)kt ztJuS7!>}2ByL@6u_y|rZLft(Q;vil4E_n1)=~dVA+bw-&5`z( zkfq!d)1Q`4f7)B+0k*QerUcaeV1|R8XL23w%WbsU(3dveZPXv<(`Gy zsU+X0qZPKSfL_9iBW)!H2b{!_yFaH`hifs4P@! z+u*Pbo&}tLRInogp10_^<(~0_mr5-i;wPe@`rz|0)uQoG^Z1I3>Hf>`=2M!^nHy)I z_EN51QNuf^D=EqGStSc^Z&@r!3cn5YhI@Ky*6oFcsAGklw)>&!PEw6pN<1{@`KYW9 ztc8}aZIiWYd7<_4t+?^2*P(r?jkf*dbI@_yipv>Ght6wC9d{?^F~$i_VOmC7O2}TE z@{IRIly|zgxjL!Z-YWIO=7RIm5$8|*#A*4e=%+Sc;K(^#LF?v-?#Imuj}SY5A{IBN z-2R|ZNf}OS_J@y=W?eX~wv9xiK=eb1&m`Eu*-rU*-(W%Hr@tlgDx9m)hRr z^)EScPL|pN0x^#xbtWCYR(i~ZN%b(f2+vc4@aSXV8P#q>QsbU5ET8s}jk725MqFN9 z$^LI1QsUqa&V&;?$$m%kzK8aHi>}`qA!qCe`>h9`@q(#;MLczY2Ty3OB36 z`tW*EHg48-rET34&f;dRb=mNtG7zV-CtdYZv^Y*V&i!t-rYuf*OMU%~@C2Ol-CxPe zggsdFy6{nWjsqKKuFyP}N5Zoh;J>8StQe={`{*bxz?8}9#ubHHx!gF#0PQS;yKy+h z?dGaEN2cQx1uhqv^Gw7|6O`}$I(`RkO5^FJl&&h=lswz(5*IPtWZ50{uS>q+6t=I$ zFFpPhH>u4k;9gTKZj$vp^ZhSFaq`Wh40}}f;p8owMqm55A1A**Jis)k1~<`R{>$PE zGjS7==XmLgDB@&sBC(6^lW?+HWAO9bOmX8UHEk(=hR4ZH->E&jZ4plT%+ci`cAhxt z_(yx zJ&0ZdqWlQE672E6Ckl9wJqIKR+Took15(7OSym5HVBd~agA^*>SH@t6(Dn>=48NUv z|7b@e@isP|WW3E*`t~Ra!L_eAq6Z^MY(QBicn`vW9gNfW+cApbMzA5;5p7t7NHS__ zHNBp_2(*|%{jb-6NUj;5DRUEL{8HFOy5 zn-yb`#vw^!v~N~OBgr6*N1{d$n1Io~VKEU&9%&Mi0!I6`#T2BeNYjuM>DR}&PIP@d zZRoNp(52*{)5oAw9!002prSXT;`C7wGtpt_I%a&wuvu?0OyeGgX{Te@+;9wAxF5q7 zIbqlmQw&=^@2@X!K;ID@Mx73~KL6tK2K1dV^qwK2XHSr~CzCwg=E|$7Xwp+f`=zR@ zsi+T{uBD=`J4m{Qnu^9?`8BjuGzQB*TTNy5VEJcjsmvZMzb3lO!SZWrsc7mBa#va^ zgO#GCrlK`iDOy@8T7%`+R#VX)EWfsviuPdnb<|XJ2FtIbrJ^%f{yAzYa|X*lM@wbS zVEJ{`RCEW+uZwP1_fJ@Xy$`njrP`-9=`R&)baDU1`fplhZbpqSA-Le38SW&n5%vGW zZku0&{2_zjfCjxI(oJLpkR=*{EYk=bBs9wTEK%umk&s2@J&fw^4LTFmDyJYR4p!cO z^7qHr*=LX0G1D!Gho-SBx zxTr;ZE3AC&rxsUL1nOj;(DHg`FclJAC92{JTgqof)=ut$HB&EW@b0w+yp6@|tRh|5 zCn~mm)ioa2VfW>`VbU!)cw&ENg0~Drr61wpw%Z4Z!7<~^Zex(?^B{AwT@~cV)&(p& zG8XQ*O2v+RH3kxpuPqHTIT|?Cox9>?(!YyYbZ6R)U*Canu-Am)-ZLfxq6fFA-zbK&Zp0`T8@D zLF8fnuU7dMeX*iWT4eOagxYl6fEs%WKjxPJqx^rmp8n%{WYnM03(AoiF<)v7w%MEC z#8YFCU3)Z2i5gQ(>Z6MaH3piWXN3lHdpq&-PMd(>zSv)(_CKhxyb9)pj_QlaRbYIx zFXooD=cvBeTBUjK`eJAuBDM6z%<6WI?~BbP9(tG>i|oubmq-6}J^k0~k$#`derRnz zzT_UiEj9L;_fgw9%=$clKRcgPbCDX$Y;Rdo0JHz4JGqOS8X7>}fw40a)yw;0j%^qp z(-+e$(996*@D>K@)i3_(diuxfkxcIvzrEN%_}&)_ zZr_(>eX;K3mc03=>*+tPM@IcI>W5(u9kM0b%a3MLWAp__syH$37j`W-s99Zt}T$!4*zsL z4PB1|-eHRl>m9bREy0CkPsY1B5N((l`0(}w=Eg|0v6T9-!Psd}aAoa88~t~RttOBu zB-g%|$9f(nM2ZuA$GCnw))GA&jA@bX>3hfHy$ED<9{T%Qg6(QD$r^7>bY{H_mNxY; zAb9;j21z5L>mTi2t)cY?yJd{fF8m)Cpz}usNE+dN2HidQ8{lVu>J2a>*2TZSKJiyZ zfu)|a?~iGj86FqILtt3ubzzRmiI&mSsG{U=d-#|$TwvN6?Vu`PSX_Ebp>ieBQ<+30 zhK;_1#sqo_lDLol{}T;^6^Q70U4jRtKV;>neawQY^K>>0sXTAx?F5xx%wV3D?sFL2mqn*b8RmAehxSt^1G} zNXmp67pB;OtlIINu{S(Gc}Bw9$;i_;k7#UKy21u*3n@YFHP^r|;t1tO-g&ruSH0=( zj09%6lAj+Ih>UH4*>%6fI#-pzl8IdMd?pm8W&hnnqk8~MOCIF-O-{eCoZ*2n%bhOo z5|L@vMvbZ)qSx?@8vQma`$+*?xm);~G{ug8X3h|dnUxxC)#8*I!y{oUm*H_U%4N(v z7K=uu?*H+NIfFAiZ-&Rin0e?kG_%~H`Wd5K#!SbU+59T+{;1iuoarGIPFMbB3af@) z?lAi=W9DO)yRPh1gTlrgU{UdP+X}7(u+q61eUm%}woUwaKj-2DaO)ADwJCxChYmPY zTuj*qC+vd_Ca?PhG453z;d3uQ#?%En`8A6nU&9DW_RIb@Lka(UDX^8tzoA-V%;Qq3YG`Q*3n~Swg4Vc##%#hlBxgntb z>E^teVo3cM7O~}fIWs-_6xaPHvfPl89Dm6yaRM`)VW#M0rZdce#q})JoBF?)=?t?# zchH&XjA2ZF;9;gS%+5fwz}**|d8_tihC|9sXE>sjNhg#gJdggLh7bMcmgpa{_Zt^~ z=U`C#!@m6A9xJPL|3b&Dceo>FKwI(AbB!UOmhq(hnv(|tb+G`WaYQ{B=FQa8#RX4h zT%dSA7yY+AHvN83YQUaxETd_FPC_PHd(y@hb1d`H?+cBd(NV1b^R&`O>>rI*Uc+T3 zdczv09FAhv3*(2Q1n9qf#d@%?Avuu99;|I@^;+X83>z-Y*j`2Zv8X}Y>eq1Fs_&=X zxal=BhGkFsYNM60&80avjw;snd{e6W**NY&YK>tn#SGC#Z~~wzFhtVr=u-(ZtxMHg;cw3t|JzGRJMkpYU(ngYV}$7||!r z$1} z<3XW%L#xql@<5kpj9b67l_ZjrHQt8NJ;lfbcTXajV1|0`0540}h3LwbIGWnA*AiWA zN#1?+&a5R{TgD|D;I~rDNd5N;vkpSd!nh{3L#X?PF`_xyZRSYl`t4{wO5f_Xfqja( z(}iS9aK_keI%8am_xpuDf`gTgG(U{^wZV(gOdWNF0d)lj^|L$r zFJJaOeNvx9#p%~7hW+u%5UJlxo)p8f;W?}yz;jqXfakD&0MB9l0G`A80X&EG1Ngz$ z5A;tTuu=feVWj|`!%6`>hm`_&4l4!l999b8Ijj`Gb66>WAAF^NqrNA_gXAKwXSPz$ zRNf0uCgQD~3G%j{WYi($ZSh;>RdmsxJn}q9p7sv%D(cikiaeR%+_%tC-h(8MMkT># zuDtw4eUcZ^R^Cf}vpmg6wi!mKkt3vj=r4 zG0FA6a>q7<-?0x){L!|VsDBJHBgZwC5#OY*XlF*0tEL9-$`oKmeye&#nf5fLml-MUEd*Y* zG3JG6rFF@dUXO;xi)+>@^lXKgOo1_pYmK1P?WxhYpRbvb*ZKmI9ae^n#I`C0ieW2J-3g&tSug>$O&yv5(M%{%Kx>l`4-owk zOHsR^a=3yp%p!_oedYJ=`=NNM6&}k>{o)+p0Xb8Ud%)FZ!`>p$Y80H>*7?rWdLcKg>P0ExTWRy+`UnYNvV)h~F`m2hNSQztOk3 z(Eq>Ey#ZdjhrmN0Db!U!)b*d#HJ{W~UDTH|a`b%tJ%#_Nk0kz0{5wAP8Q@F{Fy2rh zBTcpP9<1jgVP+EbS)cJ_r_V_2|12gwFqQq)uM{(b5drTy$g5%Y0#=a*W|3hl;`baP z%nR=St&{$*=>~s9X&&zDiatLbW9NVxXUV*mfiIXu2|ffHPxcp2qZoH-La<|8KI>f+_45B89fe)#cz*x@gySiJ literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3013/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3013/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..1bd26b34cdd2fa9b283576ae726ff1b1614bc5a6 GIT binary patch literal 9391 zcmV;gBv9KQiwFP!000001MQs&Tuk5p|EGP^DoaWWLWqj8dry>PDHQRsPBWuM%Vd^R zwoulHvZbOdW$Q!M?3GGXLiQyR+KUgeh5xxT_ugrl(V(y2=llJ;4=>N|IrpA(@44rF z&bjxV`<^MP6beO-BBzL?fc~T?OmZD*K7c}zZH-oxaH1GFjPgiYNUG>B6-0GgUz&Fy zm&Kjc*TS;ze|I27PF-+j6pD;=l9v@wn3$qB)1T?h#mk2XRrRNNvluiUi|yNJdj+~T zjoWy0#W^%OkIg}UeXVymm{jm=Wd&DDcp(&p7Y4gX6lG!ZGT$0qASK&LBYM;LbbM6< zU!CRcKG2%ZY8=Y1AF5zGY5c?y_=?(a4vWcgq0_vX4C37IAU21IhZv4PXY0-poUWrU zkIA7k{dm2}zwoW}>TTuX&GuvVcHqz$ET%89K`S<&M`!ymN3i*1n1&zQkMAwqhZV#W zo~`V+@0A}#13O6SPOPXX6zXKEfKYaA#8T6kZBWY4R|^Wwhl&ASwbze%L0ac?(f2<( zz~0_^XBNGpT)esd)AZMW#ledHo9y~hWv}=4BeQ7>S;xft;B}2n2mLpMC z^7g1A5C=Jq$>XqyE21!&=FMj|N>zo!p5L2D8LI}e!RWtl-@esKIB``}$7sFhaL_Jz z<-x2~58sOMZ#1_*fqw%31pW#96Zj|aPvE~WP&fc(P^2CY|IzPJgMq%pI}IrY#|&WD z&JTFy;0Rt5qEy^cZ-U>!`*w9#V@Pu59yZ-j@kVO$rf4TUH8KVNfIQQ<)@Cin`5zB; zvskqa0&bdZ>NmKTL@r>}E=ZX?T52vHxi#H$^R8cJ@Tt}5ceh2rGX93Z9;Sl%Hl+q?6)Edj@1L&YP7`ZVXpfN2YEZ8zePzkKOOGI z&$ohSn*EI`i`T-lB^Lhip>5#V-JXNe&eTG2bo9i`0a@^T+Cde!59aWqZA8>m*)$Pz z;-j{#bbyyZ)Uq4bDxt*WO}5tQYA8vc(yr&qc~CmdwDjrKuTWaqn{ocaPAIEQbUfdW z3FSqfsr}4zp<=A7)yRI2q0%S8ZE>y}Mfj8gjTMyAkP?s<<5CeX#rH@i(o5k=BRPqe ze4-SJKx3O%&FCpoCej26q9U20UN%dNjv{SGV$_p0t}duUev9iat_-BzNGou8BcU>t z0bD(hv{Ct@GNU}ih02+75NRvYN~C#6Gmz|&ERal*+K8@;V9`e!fh$FVuA;o+en1}@ zN|q~Lavh{lAEX=2s0gVJT|++!T8gv{>2p&lXd-n(no&<-xMGp=aFyfwg6f_j(qLSZ zkme#S!-dLT@dy$sGsTxeVb5Zf+9IKArZfm?JQ8LX3z0S=#ULH3cU`9b(Z5PWJLdUE z|0YSa7q{T6r8RyHh?h>-ODGwNL3||CU&vQCl>)l!R_M@ZOtJviYNV66Zs2+)r?HH;@N~S_79+jXtbUZmf zAZ|m+f0Up}QpgsSd3-ZMeW#p1lAL(SzCl9eA{!(|bCA%rknJFnOckytNJnvP#kC3v zm7C01T*y{rkUhv~3PnNV4+`q*Dftx9xCxaX1=R}*>gOpwNHdYfBLQw(ose`J*-QOJ z_B)dM1<6a0k`z*=h+aT9Cp8Ibg-iWA(yS+KTv%DP!=;C-BN7^q3ECx0L|bKs3oB== zEwiME+PDD}VVgG$zZS?o1Z}4a5@sh@TR(+D+~=S8uuVH_@C7(IJbS8|i94J;K7FcV zloiQS8w1;I4D291a~7h1XW`8HgSt8^9b25|)XoQd(Yhp&7h3zvXkI9gnyGUH%dazF z*2l&6TOpktM)h3#>F0UELtZhS2bV0`O)!cyhD^sJPEl3<($mAp^XgywA@dEdDBI{c zWKTWmbYsnl=J_!#Jf{5{xRObkoEJ0`auls6_;no8gt@&xytPfQB$;#ODRrEgJLDeT zdPMQsM1GAEhKm_WZr{R{HW`d2+XH5aaZo8NnhRjP;~LzRQH{(IAuh zB@gmWKJ+>HkOkSgBR??R??Ad^mk7r$TjAKexiz_6i{a?u1g8bAZDAj6MSI$cwh*zy z*6g{?ZqiN?-d^6*tB40l6+2f=So#!>8?q0tumzH7Q=-nqMj1-Y^rh!dd{h|-*V`Vw zxYt^x#d)(z_4t_E-6ir)!KFP%UeA@9kL34+SNWv;I^*ZB3o^M5Paj=97j|3cr&(lp z^K8foO({r3D#QrEgdS&u4qnqm?~n(CiSYr*-&}yajT5A`A|int9|9(f~rA1)Y`dS zhpK74RU;h=plYF&s%HN?P_=iy%G}Nmpz6)jRThgLL$y|h(z%-FP(6IKV(s0hq@BFN z?N<_O97?|!?SA#ctgd*x;4uH6-_P(HpTMD9YF44Ws?R_AbsFt{yEyz7RCfW)bhV{Ck}o2TP9A*)*`rOutq0MQ;rRnBK_`;MShgnykSrSB-Cj9fhvd^W+UT!V zP$;<0W$@_IHm(LO7w-2oWgObPf#h95{>$Oc=qpoE5ES6)-Ndq=+8uHP=XVj(@%3au z`dV;EkluBO$JbX1j(ag-CzNIu*eclG{f9~9_q&-W$lp(D9`6(~evLNumw5_L@0_5# z3tNmAG4s1=AT`qj<)A{6s1HBNOhLW&Xu@o)b`D%hGFNb%XW%+sj|pO}Q0W&vlD7o* z;0CvGdm-vE!N&FdG2Z?VB4OK-uTd@KdD*kwwTtxEmRjSzkDmFHOb1V-TE@R%cSSd$86i; zmr$k@zJE)Xb1lvi{5U1?#litS`&A`K&1a|LUca--{B@$t|E{|PPo`ZD_!Kqur&)Mo zUGSRW-{5iSkVRvYd%^?71)cZWsY=cJg7b=ndne|)}Wn*})_;1obBnE-gFe^uY2oq>qU~HOY}=n%vNhH{$I{&;2U`cinZo5aAY%ISuN6Vs5Gsh@)3`r@bv=wdjt&|LyV_w#dYfcQ1eW0q zsd-jLH}uuhJjg+%n&_k1;=Eoq0iD?`iM%bar(;s{!3L}#=l?PvV#Tc(1WzYo1?Tef z6kM>SP=r;>L@#(&m+osmYoFpP{SEYvvPKJ5Qkt{P27_5kb`ia`}%JrMI`rZe@ZcBnh%)n0k8B`#v za^yxpg-?4_^LvYU(IR@S+ft}B9F{O8q7*8Z?#M2ipahjzwbtxNvI;++D*Sw^1no^H zs214y0jL((r5RMCR7$#iglcpb|Lk@l)L@}%PoW0SuLjkQ(^o|Ezli(zMC@@vyRnd% zuDxUIl)WVPosDlb3gU*;1XVTezO3~_$5_v>Xd5p*38>D7( zTqi~klMcVm)A}1v>u-SLTDJ09wu(PbdiyNPu-S0@ozccUHYRW?v*vVQ=KoQ$$u^v zvEz$7#UGYK>WkU7tNV{7nZ{T*zRvPJ$<#0BR5TwRg>*%O4$m}i!zC4qNEM4%lIdUi z-2Bof3o^RqFWh5w6D|#pK729vu!!lVxxCv3kYP4_liBbD$T$SOMC94m4C?e=dipuo zdB+5lCH-alFN zzVPSCjVT#;%@3+*)75hV0je}-UyYYvE>``+O6CNE*eX~r& z)D6f|bfIE#z(T0#RC8DN(*t4sr zq5R$9zup~ogYp~GhxJKn4du_WQj-7fF5=2D(Uz@Cpxo+Z*y-JtQ0~xgJ;?7orkyZgDmJ! zbExa(0~(!wo=L%bzMfP->0!%ps5z3Pqh!-wdLB3*^D#UTrRTYbKB5vaaHP(Yea$oJ z(lYx`k5RtEBitrmMAtJoQS<(Qri`tk_U`&l#C3JL2b{T3v()fmT-RM92Anw*z-TKX zQ|Z2KExLYmtwV7SPeaY@Y$un_IU+h68EihK2sIPj2c)(}_t7@YxqA#oirB|;C;A69 zor_2J)H(+>daBNA%JRK<}OP#tsO?%SDY`z>z6)0gx|{m1LdKJWK6wiAiZyH?=+ zlC%uLUgO;V1dCQsJu(EW@09a{?^*ORSQ|>!=yOc_^4RkvH4Sv_Hx;{4H6LX&@2`AI z)tb++eY{bHs%5?6$ej+EB()>$qhB6Trs@>Z4esrlL)BSVTiVTS0ae#!adK3rWUBVS zDHZ|q45(_!mlVu7i>VYry^p5K-RPC-K7Sc}ZSD9fGp;MVR;}(4VWc2+f0FmUZF`#; zZ=`09-4Q#3uMu$R+Npx!&fzW2R9E$gaLrnYOk4UnVOyl4)Xb)SJMd6;_%Aa@xpVjR zuLB_0s%&@h`R6~)ob#+$4b(4R{T8u1jUNwJ_lK86-q4Vmxk-uEa#N;5uECa8-8nIk z+xA)CU|yGInUipAjT!ATxqkSrMHett^z1Gvq3 zZxeSVj^v%^{Y^eh-$L@iXmvN9|7my-uiGhPd?-9r>>FkOc^k>XwktSmR#4$_a^cZw zSNTxXx1YZCIYSX|?Od?uL>)Z4xgBCMuR(EE?aYlkX2FZ#_|s#PYeoFB#WN^qKfDYX z!WuN?F_b(osgv`NgHq+yTOHT#hVlil_`uZ>P`Pq5KbYGUstcXA8hcnlb%|9Mh09N% zW})XA)oNF$`Q-H3e!RkPm6w;hH|}p5NA|O%vJj&`o}KsGVes z54XSXNbQomNMn<0fYj{Fs7ooGolfoI+5c_6%4KS|k)7raQs6Yp?yM6jYqgG1&5Dxa zW9)6H-Aj&5yCyTWDfNwVEkB$m*@eX!k+Ja!wezI0nGec!>Qg09jPX9hYhB6HY8~j@zO%&`dO+;_fSPW{s*do?z&Mk*Y6^!U(OrSLH9jX zzs+VhX88(ghdt4shTZd|wl{KJX6L(*q+VoSY@v3ze!FN;#t>@z=i&Ev-*TnuYt7gj zZYf9Ay*|+HRmpm)rdH36duZxZO2LxJd9J2Z`OsmBBhsSa>xMehn}N3QTD|tj6E9Wa zm&0&f2d%*Ijberzs_$MSFB!#O)%C5x0-h9LxINj+AM1I-f(M z2jc5$T&AxeITnuy(r%E}L>iCTAcDxgUW6Lgk4b0EVbMj2v?EGtJYLTJOrg)9`p0X> z;?mjvOip0EwAvA+DSk)cF*y6MxLkDU>hDKnIF{wb^k#Xo*^G(Uhvkiv6(8N2!J>Ki zvbj7K-I>AQ3Zn$|N*=3M^}QLz{E#;zEnMCIjm{GO1pW#9uL~4<_~=ggKlf@ytViw8m46w%iU*nZgPQ4>!c`#M2~BK#r>`$_@($`*T5gng;do+A8G z0sCSK`x?rC((tPVV~X(0D(q_z?8}8N6ycY;U6H!s$449|_GL>2I;;Y8C}&ajyHS>F zQ8rwZ^fZ**2$V!mv>Q5(9-k?c-o+G(RStz>bBsb66iuNFTTY=2_o7fnx=<*i2e*8B z4eE}n6lE%HdA4wR4eE|AUNbaoJ($KG95&x?kg3biH~IZ(7cJ^r2IJSZ>g`%Hz^m2@Y^oz zTd)53I@Zc!t*C*tY5dIc6UV85w^|DI)|H6$|I~uFirpJN^AHg@eLg(cHj@s4#;1+u z?0p8o?_3>u+rPjPo9Am}R3^Z3CriJ;@+Gh~sP|>-;b9Ot-RG`hT`a^__n20U*AUfpqc3Fh-?{#wQWNyqnZVYB6EcY5|o`L?;>NDFt_JYy92oUAJ7GRg|3x4+bV zOr`}eX75V-TzC@Zxkl~HeKj6}n8`;cc$|YZUUqh@iML>L!g}9NZFfVA&*zYtQDY!3 zW@VI-A{X{=W?RozTmZ+bMu%+bqzA_yEiLNlVGk)fOD;JL&VcmJ@9(aXcmBUFpB5`e zuL)7A)3;DDUt*n#uI?B3{@UVEM{)tHb`d>1lBhSB&#Ss8L8CDrRyGlLLEw`r&G{nc zgKBARQnnMQ_sq71{1iqrCud@^Qerj8>0rKAmwO;tJ>VKv_66F_g z(=0O1+zazjmdTBJK~hrrZShnaGNNagz-QO&)X9+0<8kQ?K1<+p%RaI#S#Fq5Et8L# z0v}o~-~^Yarda=_zZ(iH4y!G{$NvAm9HTxgS+4emMbB_(IbuHRcIr+b>*0>es|r<~F$BKgmc4f*>mTOB z&8%Ccz^B_G%Y4WUof&J?b{yozeR}X0^E2Fje@bunx3zG8d!(jD(yafPawOWn6~PmO zsM8$;zVvjqtQPq08lC9hQhY5F0K23Glri zdIGFY`Sa@&E&EJN1J6^iVBT8~%v+w^WW+_Z)FHH(A?zoKO-5WqPlvZO_?5!a%|W_@ zRDhI-bQv88_H1k;(qW`bq||!b*S|xp@5Mv`-v)cOWR;0)bVT9 z{UTA%;;WH0KXo&N*&H0M?ymq_Yy;^XrkFtdwuRl6Ybil8r=Q#l<=&9_&Q>MT`U;uu zF#E1vpS$>z<?d1AE3(s-SitAu@UYeZM300sCeiS%zhdcOZ9pdoco58yL zDT{(5&ce~P7Ppn}-Xqgx*v{vC3RWPGw{edcd}?*t;4Nxo3s1D{n3vVbTP?_uEIxuD z)Ac)ef26M8T#4y69;s}aAWzf%rb3RCi5?d3QOR^0kHj0-hsNnP?tzGrBR*36;dC3< zGonW$MgsWAiA=YJ>Mzmbk?Dq*&oRAi6bf9yY|-<;WvzQts5A~Dn7w$x85Xeq$(`F_ z12#eEl~p|>wMIdF;%Qok1+j2Uo*p>&N)eOEa9Hkqp>2`2ERUZTvL2-yqQ9{hWpe7xSgZUf$BDL5*{OuR$Z{cmI7$Wo z3gtIzXyfi9^b(wyH z_F@vP4{^a%uZ@!xQ))zOsXYprnlX>%!!)Mxj5(s-O3RtU@?aq&HWr>V_eYvQf#2!0 zdh17pBAdtqxQO^0_yun~>XfujEb5Kc#mCF6*eQ_Y{fYFYOHcT2!?0<5gKDHJq1I?{ zd3;77vNR6QPBhJ@l_1pKmr*aQ4ULDa1hbLe3?`S(VfhK{rAZ`8%7e+P-+;CiMe==F z^Z3m1Otv5S4oF87i&t^3q$;oIj_QEOwpqS(Z$5)*>+S8_a7XPqEDo1vAK=I4@;OXr zUvFX;_4zc^eDHawk!P`qR1G<(_3&r9@ZIM!={znr8XAwHISq$Ix_56J@gHe{c56ibnpe9za-B`X1_IyFPlcmI95Ql6>3*@@8>&L2#c0!kh zIHo4MU~y7dw4`>Mv~-z9dn<4Sv)dZhDKgTB&0u;{nzreLUF+2Qg+3;a$MW^yk_CkA zN(PD=Ulsh|+Bck$&}O`FR)XFD;mm}N#=_YNCd$GY3SC|aXDM{QC!DF!EA_jx6|ncS z!ltP`rQz%kY)B$c5jJ($9VRw|1Dj=l|MI0^W(PJb(!q~aoAUjcA?+JAdF_dojV59K z08PUD0h)yQ12hTq2WS%J56~pcAE1e!KTtos!At>~gqZ>~2{Q#~5@rg}B+L|`Nth`> zlQ2_&CSj%kP5exOxg+>o9^1#*)^)6{i?KhA!=kx+GmRO14yusG3|gSE`9QQ7qmc)j z@8M}|ZixkQjX6wj!9+)69@`jMB{N`v}JUyAHbwoLHnP`kdWX$;;83+0?Io>Qk zbld2|q7ga!wP?=HlO63O-mdEBV>f+a>PqXEfzYTLKHH2KpJxPhy1)hQ; z$@N@$%!SZia{XRDgST(#c1S*=J!+PQDkNfl#Qy#YN1`#8Vgn$>Z!+uQ$iAcpsXd{u zo*pVV0hnJMxuF{%uJ8ShJ&b)I@-yb@XBy!-icJ5Zz@t@Sz4H2qREH0pl1f&BZ$EI_hNbtLz_POZBK46j!E+s^Jutf0#59Pn{;TBMB^ zWASDUw6Y%b-|dO0Xp7DaL6n*&in55}#MA=O5Hyg7mk;5q8A16C|5GSux-{=CVJ56%7qzf3hQwMj> z3iPqJVXzwe3Z#8iohEsBI^zzl;anEV^ z$`8@OGD+Kk6%~TeY(+pob?07#gv&fZRdCve$17N%`uaAWa?Aj5VA>RFgr^Qz|2c7t zz_BeTVb>qi=&|(zi_O|td`STA+A%vsMwm6ejBI)kN?b+?Q8IMAVvQ!sisA|@0+C5K zl+R@mS47pD9wvngSA#uJQnlc z*xXt@TRmGnTRmGnTRmGn|An670Voq`_IS8eKSvD)`U+B2Idb0Z}KGU(Ab-ZIaP~b>V$}ng7jPOy4>*wl1>8xa{GL zFRbicO>*U&gu~{%Ge68VPLDq3gSX$!b%!_G>CP3(Fm_I@Sw%!4*f4=IJF-iEh1}?` z<*>_TFv<9%8TGt`dKqqU9Hw@5(o>S#DQeM4+ZKStQrQk|bK&AQm*Cey1p0x4a)(KqqY;$+Tlgl7Gu{M8dK^Dn7ALq57 z*Y6RyXX|Y+<8uwTpC=g6Q;-ZE9$Me8!>VK8&s5X552N$Qc9Lazd69Yh;ow21xpysJ z@kl;g75gTWz6v~2KYhk88wCZXIu%=9do{_&2X4liC2#*`J{^88{IYAe7Gu%r9V%%b zg-xm#GneDyxvFI@Orwj0iAc8LfL)-%?8>H`U#H75?yBRHXEC5s)qGW!<}^?l)IH-<;vb+g`<-T8 zejiZP>zQ-sVfR2)gyY49C-Nn{<{eyCXAi0;blGwFkG~{bJ>TsbY`@i)-&qt)Z%4AG zXT+Tcf6M_j6Z&0F%b`mcX6qldsQ}b$DQcG$u@=12suJ}D0Qw3B8u4Jfqs4!g9p+-a5L3M%Bms}UoW{t}g3Z{=-l$FvL#Zqq5Oz~x< z(y)<{cmos-fVv9RZ)s@78Sgj#?LUMJPdQYwTJ!nz1YQEKowY6GA= zabfj&DXv7QOSs^@LR|@$8I(EHXk5Nf@cO8)fJ%Z&mAWoQt@>Aq=*JGU>ffZ+_R>N! zkR$y@YKse-HEJMu=ZT2Fc#@urB1r4~rKRpK9=Lpp{WuQ6G#8 zj=$6yPy(pcPzjCtv3azbCzizbvJrQe|@G*VBolxw7P z3Ku+o<#|$?3T1%{mZ4Iqlx{(t#m8dsI7;DA({aK3xKdAC?O@qf;d%sh6xU`bcs>XZ z*A%ExP_|HJi0pW*b^HEJS&k@;M0|OUl{q$#*TaQk zwL_Ck+Q>NKI`ZxhGiBejIQaM7+@m90piy>6mh;b0AFLS%_6@Nv-g;-9Lhg?$bvxQ2 zg5<$joHfx-*Jb#J@7uD4FM}kk%T3dLSqIX#=@+-T*I$N*Lk>C_&$$AQoU3g!^NTXc zbk9zI^$j}@j@i!RAJ`cw!{bxYjqnegF!(Dw`JgU1N%{3z%!p6m)PPTGG$_A=)0s1A z{EXq?v}a|4w@od{GYLh*hjsWBoDVPE9$vbINz9Q8DK<)MkmO-^{6g36B=>~nC3V`#1&8)+T0V7WJ~&e_YhCQZ zb4~K9C_TS#=DmeaPkmZq+G5Oo-{xT7Ki!*T{^a0|NkfxaQXuRd#j zy{!z3!NW61iavOTUl&Duu5@VN=dt}IEW2(sqrgFiFD@-Q`1XH zUHo>Y3}3pZ@6NRL1Es2?lPmsYOXwb(lzB`5%6j(O;pY}5%ec**_ic&+Wmq)|T?NW} zYHjhmw-%H~Jxr)e*#yd~y2rcE-3cmY9p1RmK3T$jwQ*An_k+qIf$fdl(2da6mHLV;Tg6hIy8jI8mN!E;* z6Z3LX38;y(UQ%yg0cvi{Tl~=QH4s|FEE-(`Iju^0gL^I6PF~^dv6Zd-Cs=LldXN9B zQIo8&T$xmM+Cm|V`M<)L!6fr>|2%AW<8dHcl#VvZOi?^Pum=xsL`1TQ+6mISwQm35 z22P0TrE8PS!t1djJ`vUbE+n6oorW!?0=&SQ1AiJ2Im^zGtW3f_?FKbibFy3~!&hV$ z8{SWZ0~dKs3fMrhrl{=_)hV|@O~i|7!wQ~&s)y)b>z)TU$%^fH=?`yEznP^AFCNX9 zZ`oojxin<#?2<)I^0}s4sGec;53|TIT4+JL{oQ;TFyPCzx#==|lKbJ@_T%oL;1AQB z>FT`|GJoWtHLOmzNj~D;o-2q7li|Zt+*tz`xk=~}pZ8&_Bgj3lW5G@yD#QEn)*AI& z3P4Wpw?;X?1(LiMd;HW+UPhG z+`#j9EzY`+&%{&UYNG$dg)h32yuuUaS_Vx4m-?pl|5AR7Wafd4;%T!7f%93)^Sn;Q zlRVpZocjIlv%!h*IciHrbtQS!kTERuBn2GFTBd3jSPl+}@{>+-_uIm5_dYxaNuuy# zuoX{d?YPx5)ioc2Xpw&@(&&By64u7Wd9Ln2a%a6=>VBRU*z0t9hQ8BBaBAG$?qM$? zn&g$mJFRx*MSnBz*3H`(shZqk%ne`38aAl5N&Z=h>OIN*>xWqwQ`klH zBiv;8a$sph)PVNjWn~P1W9AK#rM9~^9N6(2C~LQSM5@YCSw?w<-1aaAWtU9K_Ix@D z%Jmtu@`GQ4a`ph2!&{&{KmC~BoE%Uwxul{n=97fU6wP-`I6tvz{|;HQTEe(?S^NCn zf~sC!(vB_5mJqw#TQ-1d-JA>ky+27f-wU?zzd`jLo%*TzzMzI`0MArO!gUw5bBfl3 zn)^#54=%R^LbH?|nZD&f7@d7%>GOL)c(k~%vfFs1@jQO1=>9cb!o|wnN2pkWrFUmJ z%~!1h%X{~6@BhrANv^bK^t?Z|;+whVYKngUbzNGF>k?iq&2@-vlCd>2^lN4q{xCOo zwZ4(2fqXYNZLFOBrrkOj#%op|ejKq3Bs`fgrvtA*A-C9ATQ@1 zD~xBZFavx0zPXz@YdhE{dd{_3@;uH#T_^L>A#mX3bKe!6$C5lWd5n=#=q8Xh-X)@n z{hVa#^F0BUZ&JaL9;4QGb6G_){jfv(!w&i&4e##>9(3)HuK70)?0*w;c4z7@AY~G^ zO(U6DtfO13V+2;|sH-f@C<3wDoy=e8CxgVrT{VX5MoJA0#qC50TS-9QPe6!|*GTRZ ze&m+E1;WJh(Y0C?K)7X=_a$0L)BL>yk9j2f+qt+T;DpoJmScofMCQycP1ApM7ys2= zf1Kk#%-tV(=KJY9Duv2fC`+(6c5bI%fY92IpW4q?F?)KiuSwk^q0y>@CyP8}sXEy~ zknbWPGUI)iH418~UH-@&Qz6TzCtP-LW`mk*XF_u*!4jUwwsW9nTh;T4^-;3Knu+mD zP&1#F^R_|-)CArQ?E=rUX7cNmJp=Ly`gOvz2NG5tdQQn*0)*9iC5CfPOK~(9Z$U-5 zCOhm6PY8s^yq+%1_m}Wcj@GobV}NkCT9A|XRmdm6Z$J+q-1C0%qxZvsaMx`2u2$Gu ziU#cjY28}4e_#U>X{#?4O*fZNJ^G#wIvsdz?UX&njZKmv`u^`G@TuugvBq_^gvT=u zU+b9!LLT*T?oijAp3t~6~riSzkV?_5yX^M*`@!DjlUXwf8zf*P~R$1!nnba@z(djtD8sJ+jP5sei?&l+%}tPIck4x3TkGWBrMvV=YIi$O^YZ=^nr@dBw642W%TQ16 zj@qH57@A({$OVsXyrt=fA1rD=f=_FY=g;8&V+#Wm<7vu-Q(7b|NN%w6c{yleCee+iV)@aGB(&2ZOpf9!6>7d{CuxIj2ZE znylS8P&toA3)QB0XKf@od;m5t-%aav<#WGTv44`JI$udU*)5CKsc`sv7|)CV@05>49hwb5t#GXG{KaEv8Y{1zU3o17Avf&JVHM)dVbf;WvuPj9 zMVTxH_U7?Ke=f@N=L9mPf_zaf%4VRAgS3M=JQkl7(!k1(HXHS$H}-79=L#BlX!_Cv zc@2E@uqYmK5)=iDmy@WzC=GeLh(qMd&R__*bVfMt*5aXTQF1Ik;icCg zEl)ZhZ4f{lUMfI~7mPAkzAT0$5o4mHJn(W3LB%$Mr1R^-;xRZOC^uXxEn}iI3(p^sPnbWIN|>$tFe_)^;gjJZSHi>aVA9iJa?UV`zHm2~k3N4P zh~;wx8E_LpY|{~B$QA?{wg^Fn2O!7@F9aFm(DLaus5_d?DAVSaXA7s-pzavpHABbA z52gBXIfCFJR4WUjdFV>{T3cCI%k{Uhu(p@uKfuajfV}tvY%B)Ii$BoHVxYYE18pn@ z%8Ne;W>a4LK{ghH?B$%5jfK2aY^*G7;@eqS*vX4; zXJcU}FaBUFi^1~Z54N!wEHA#jm4&^$`1bI0?Z2THSa>_UMHOw;wM8XqUGm;@`Vsvn zduC;##7Ce(^gv=bNpZtIH~ZSu|I4@kqI_b#V(*5}JR}5yx+&caO!tH3UGiLXgD7B~ ziLYMLWDZzc5|Yt&#Cx!AvN@eSMG0(r?2`A}ask-UYw_`qul9pK>L!LL4{HyO*50-o zal{8?w);{Q`S%WRE7JDHDmxaq>E`)x&?PI7V>9E6x2h7z$qPGAy;ubDZl}Cm(s3Jj za&lWi%`YAz+ebSLCMe3^zlBYf<2Y`_ht(s6V0uw>#~GK3!NPs)+?!{H0>KiCUhEQA z5I&x_-}g}@SklX4{^HdMU{&?$&UgBygQP+GvyZMm4EC5G4Ly;9g47x6^r)@d!O>;3 zS#zShfRh*B3%_E+e?4raHzD8C9+W7uQA?MvPe@vaL0(V=`HO znC&dHr`tgOK;y+oHv0d*95LHyJ_0R~tuxo(jYPJ~4qD$4*&^GS^nffs%=XyC(~C(G z<@mqWKQ^}^AvN>nl*Ir~Z?%MfRA{%gBKVJctlRgbq?WYCqEldAAfs;kn zzr29>OxsXv@E|_jU4Owz@WjT;UUP^JDB7WKT75q5f2JIXevv3Aq94O-?ZtT?B}vpf zBK#)n;;iRa=ZS3I{Z>#-);FTxdwge!Zmw}2ct(HV`eM#XP#ixrH13@N=_dGJQ;rRu zVe2;Q8MZbP4dVE5>B0Ui1{pz>?uU{N4d@t&O*V)?Ka?#AgbwLIJr9)2DbRSlr7vBX9`AP(1Hx~PA z!5#x_z7pKQ4F=J_o`Bug5-@h7hsh0={{;BaH$4H?Mp}P;qGg|n>EOo{Z89US#yvJM z;%Yo%AbJ{nq<~*3n6A=T$O}*bPyYVAwYY)4>vV@K7u);shT)SkN%shcy?kB$R6y^RxOJFQ0N{<}(r<>{ z0IN8@KC>1%gUu(q=GSX?04H`E9q)hBluVcD6w0lQQYG^n6XiLNHe;mB9TBto>U{AI zIkF{26qt3?aNGUF2!c#Eg7slOW9{z>uUq4h3Xv``(j)G$_??1Gm$>6Jl`e5dB1Yht z)z|2cqeWI)&3jc5cOEj`Z>?vFjn7Fxk= z=)-s2hLpd#dzX3u*J593DC4zFN#Yh6%p;5%DT9ML?<(Kk9}cdaWLkKwuO|JEYuE)a z-u3{8JJW|~_zOvYqMO2-1?f+82gfp=CeL1Wkn|^-o22^}`xDKrVRxlWc02e0p7d`t zKqdW&0q7(1MDM9#dEeE1@Sj`4zhswc7eBKxSbeoF|EJrEhkXkU-2QHEi)nDJRPk5_ zD7-QP@vk}YA+W^)#KqC&6WyDaASj5=B{HZlHAHU|!jSqwsRkiNl1|eF9)!#C5s2Fs z*_J8zdBN7BbxQIX`=U%myNT9H88zC|safq*!Cqv!Q1Gxe_%B~cCKe2iKZnbgxUu5( zq4S77T$^x@7ynq4+-p_e+-oKJsW)Z3WDF$ziKsLx3AfUqAt{(7ZbvUnQhl7VoKhot zOTAIBsZsf?Ae2hyQ@N76m99IN<;Q}Jm?}PL-nVptBD>R>Qtl&SkzJ%2F5Hb>Y|#bR zL>hF<3f;t}-N-FJTq$OUNQ(C-(r;dRlKeLcZ%~a46x13W9$&x=hb@iEcabdfX)E$| zWizGx4C#E>O0YI!$wYY!E-P5nUStAcQhq33x&t+m1Pa)!xdPM!%UOZ5EpmC}5&afr0J~chvJ`ad~{#uwV{Pz(w8Jfy6G_p>)`N2>7s*XK{#B z&A71l2tmCBK66k8pNEZxJYX=l;gHB6Sjul4hZEpKXAsp>kBiO~u(;?%SaTbUvb2L( zY#GmXSjC>qVlz3RqH-roiOD3g>_QLcP2@<2YD;#4mxaia%r011Gg`Ewew%FRN{#kb z<%w3eHLO!)U=W9i1|qV3I?=B6rGB9gCT)G7Lyuc{VP>GisVs4VP`^R(BbrgOT~}q{}Ybr?C#-0953)E91jjZeNaBi zBaS)uCmhosg}oy@G7p7g9OA&-pK;*uV3Zrk3Wn3hAQqiCa&U_t+1-1zi-IHbv8BWu z_J8Dz8S>9KfW>5^;f>2$+Yg2Naj8S8ZcgJ|n>`{kX}A(WSxZc%i8v?VydkEFX`_`3 zm!v+AM8sBV1vj)P=QRm0KU?T)#h=q+b45es_llVPtVx;h|`bwhJ^JjeT(_k>&hIm2+J87(! z=S${A+N2jY*C%Fn&V;A*T+Fnguk52=6EcDuN@vS?G%TCIcuvD89b}Sd97Bi9u=HCe z(vRunPf^O6`?x|hPDfV3R;e*ggFFmd1j literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3015/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/HIRA/Analysis_3015/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..0940e69f91e0ecca91902ff55902cd1e6b265d78 GIT binary patch literal 10050 zcmV-IC%xDoiwFP!000001MQs&JXGKR|HmF8TSW?$3PpAyy+@=}M6|EN3?|DkGsLHb z6p>biXi-vWl~hW~k|mWw`(8xZ+c$mcf9}kkJGS}o`F#3*zMt>!-+eq@kLR3o&pr3t zv%Jr__nv!ZwiJm(5+R9*BZ;A(B(WK;cDiFoBwcQ%8GetmC~988kxYl#s%AMIYp#+(`#iLfpmDl+VDcIIS)EA0{ryy8+IEGxR;?)F#+58NE0Gi(K{ zq3pDZ{T50v>duwl>1C-9vm`M?n{^&GXC#@)1+>66XVJx>>Z4)%sk|So#2>I*R6IOo z*GhsZrtUJ#Sw|sNW^J6xDN#6}FoNAnbq^fQd^)=DS|A*ovt2uatpXXDvZj6Od&B9; z*QdB!euVQ)g)PIcB|+Xn>hD&eE1@XNyFq))8={@~-@Py?=*Ssheb^zR*Y^!9%XpJ0 zdq4@osuvWlGv3}U*TlcQK+#(O(ftn!w_dv^kTEA!MB^UMAh`LlQ1Rhm!yz{5vJzd3 z1=}JH3~3e7hxompO6DKC4cp&`thN2#06W4RH!fIW++*&^baru83G0?A)Ut!rbTffW zB?p|erw4b-1NI*ts()NUFfC&G_!!+Qop|`;#Um=A5dwKEC1ZSG(K>-VVb?5{_~uY2 zW<1&EWYRDKGL!C$%n=QM(<>Ja63I~z$gG%KTSJm`37+3!TO}7%139CEU%NUUfIN{e z&v(ieK!LO4tU-Of+g$wpIVX3g3`6g_jQ)+B6u|=PTb0d zMzHL0uh9(GSp>^f=k0L0w+AX_g^yK8Uj~&aORI9=BBjk?D2FV<01X6F5zh99a;>tooX(R1MT7?vdL_u;yLit7-h9u7~7m^|_ zZKN$-=rBGmXd|J1xX@ToXaW+7M`$V1I;0O>OL$fnI?-Mt(p_jQuAnx$++L!}9pu_Z zo=7W@3Oc9-7fPELI*-^OB$TgW(~*|q+K6-<*8^PNxDrPrC~++$bd2~yT&Rr1qmYu2 zP9v2d)p8{vg@n>3F%*f6G!^3TH zFVTJ-G`)?mS2W9zayzII*IU$IpnMTSc_s!(4oFN~(MX4I-NyBaD{*vZEZ zqqK`}@1QVTXgneAjAV#}#(3gr3?jByfS|KPYda{W3(dndgfEfu4hria+cq*lQbpx{ zw}TGj!p32!e-~bk*A;stOW<4VT00SS$%gwS|T2ymf15JK%h2&?z?NNAiu zI*$vD1xTBa(AbiM#-gOfNKQy(q|r#~c-!H%mw)@ld)_4cHzm>oVQ*-~dMJr*ggxn! zZX+zuF}tOJq=bapHOH=D_6?2EIOAk367N2LfBn7ZlPBvCJfQX2L#lTw9CVxF%-B7o zd!D?zqPgA-(kcf|IxiL?kcYI%X%Y18eD0#h+w2U5Ll4EqzqoP$4$rvokldgLhxb_~ zw@SOh;kS`Fd((%((c29%-}WEwF^`w)e82eFv0I+-lR8=9mMD-JdzSCE^pEVG4H0T* zof`?Bq~zpQJ2E>lv#e0H_r^~GdD=Vq$!0?>fjm<|-WY7++lg6I{j6T6=|k4@GvZ!0 zTjAWK6W{LCJrT(4BL4wJ{#tyt?pkd;aS5C+EtflLp9wk3UY0(mIKqYLE^MvDK)7HU zr#bj01uiy+UVXW36~R22HT$;CQ@mxb&$BSU8p7y656Bj~h^;pmKZ}z}dTb(76{m#SH zZ>Re|Rd@ndKdf$!+^_|1*wS`S9#11!?sL&W{Aw-SpfQw(r%r(zcgK18EBQgipu(l{ zkH$m!HEb(`8-3p_>idQYWxJ0pzq#c*6xKXDI9kjCE*Wt)IG2cRNkltIZhaaix9UB? z{fCne%~&-9&W>wI7PVf}EzbwL#HwZ7gG<9JGO6c=31nfW&@rPg_5_Ph=I%EU@`RG? zr+bxFg+gieuEf64yWq-un{9e;(%_nI-KI%%GNEFf`nkKSLY*?v|vz=i-ZT^&vjiVkK8iZEp}G^FS>6S?eZ2(odBhL%S0YLRS+!!9sbtK^ z&b%gm>PC$oRCDrK4_;Whj8@3B5zG&gM@QbDMzBWa+L6m;)1k&I;qZdJbD`$svqQ!! zW<%{n=7A~`52#(CGF*Cx2fXZibzfSAKcDQZA-Y4^@bYts#=z<@g0GG*7-Sa{MX=7| zxN6^taeOX6GeBm<4yb!tpd9vTC)7_H9e>GsFVtV$)mJR$1i^;!#}qzHIRy>gZxx)( zvY_FNrThrRi_qA2_@*PYOVH@pw6W0sGBjR)+`BO52EnGuN2P90tAr-+6H?A_8=5xX ziq1Lq7@9r{^-^!Gf@T#li5(3!&^$Rt{PxW{Xbv+#Ib09T#}dTs_aVMqDC)Mh1zH9V z6Itf{o@ghpxt-}R{zbM}uMm6R{}#dK@UPOZM(_Twu?aJq6PbUX=xWLrSwZ8(0L&8q zG}d47);@Y5{V%i5fo8Jp&P;e&z6j;`hfb{7cE@FogC|ta!2;fgswC{dRCvzmPo}_A zyqxZH;&FgmSa6yll;FqbKf)5qfD8_UNO(IT{o4N41__+}{YLO0ht2;r;^q6dnT6Mz z3!HYd?5DAiQ!j1*GOuvj%K_jd?|r{cJy&FbJEbPPwjd{PT#NL4iD7V(V{sebFux;0m_ZP@JA!V;7 zBpLHLakPO0M8fS2TTvDsgj*l73T|(RftwdLp&IcOZcb#T$FIwT%082K?huzFSm6NC zRX+-$9PFrP0^A6eZCBrCIM1Ho)wzDgMn_K&yrOfup0Yj!F305=?#_~e;_D+XRY#UW zk$A!kt(j2-3pf>{5DKj8T(&O00Qm|AlKJFFxOgusbe63N%;N<J4=rA&>@%(qK3&OQLOpXX+rT>hEh%Q=fJWy93q z<+J%^sU_10zDmRjPLE)nHkJ8K=@y@X(<3~0Rzcl^P48w;9|!eQ1N%s*IimZLxu^v# zB-k)v=7p&Sn*g&$sv|0(;XDhK+!JWjtdr~8KLi@FWLqjgBeE8ha#4a!L5o+eFZG6| z)DoxH0oBlS{o}Y?FHLABKSV9n7@EDMCRynOK{IB(9A%;Tt@wkR0lT5a{6eqHi9yh^ z!qWM>w=A@vR`-Pbm}n>Qv@NptMx^k0fK?S1c^49z^}kGCu(DfjA0PWU(ykN|8Sh7q z*7Xt0tKrE{yap3YnsDHnyy{9wiu`S8353HAiOgy9H#NhKIrG;Yw3`Auj($~NU!tc=g3KszO|b8sv?PJCa&joU=b}5+KEr2|$A?~xD`$C?ZL*<)8 z-=N@>=rN&@<^&5TT_n$0n+BIMEEO{>RiKc3gUU{eg5t_~_P)ciq4*0U{tF`liv8}< zw~W|9xC?e$Yrjy~2!;9CH?~ae2gUK&7Rw)ZO})7^dRz&gldmmqXf1^n&SS^^-P5YU z%d)HtT8zUM9*B$+OoM$5LcP!Psasi^ymTnEjJ&4zyjTKSMikH@RF^}`Fca0oMU~Jp zWV_j%w>r?Guy^UAx~85}=-%BN32L`&e(hyus~jSj59=C(V1yF3!eY~I5xM0a^(Ck{=_$6(fU|I~H zGSa$*Pt(~)cIWPa<`H+&<1Vd+W>xF~tTHr9kJTR@F$S7@yWC6`9|cW~B_>lvmhpL4 zaRdGBB4|3D@8WrI3ZG%64~?b5`EBv@Bs7I|t^=K>9&&9TRq+idwehyncs+#B)=^P8s54s>rM9Vf2`E z2<98p$Y%eXE*LaB{?;hO3rY8d1EHm%GVy^pJEQwA}79j~3kvTCVkJ31J{ReeH|u+eJtD%$wVA^O!iaWI8EGPekLV^vRxHMHi&wL7;8{vPgkk5c_thTIlA^RCKJI zb=(=|uesvTs$v9GU5{b6)nf$GJ#bz{>4X=2F1WrZS?70fmvpZ2O>+acV#nQdGdJ*Z zNoK2$90Yy}S952@=Y#J=y+h1}G6a3f-W4d2PJ_?L!%9BvI)dJ_?tHU~I81O!&Wb~- zo+$*GAs$VUiORqtbl;37E3rA0s#sA942@V;FIjOZF!&^1PuFpAdc}H_XEH0^v2e}8qRe`K%_j@ zP?!*($UBM2C<#^eeOriFn>2eB$J{%`b<;a zFOWiKwXVe1XLh3S-~*Sa_gu-sDJrW{sxFg7o=b0(a+oBLV*0m-`fR<(=i*kkBnwrt zxJtjhOFsIM#m^bsvA^U=mWWhc`{mgIvP7_&@k#|JvZPG$2HEdQ1f_--#M;a>AxqzP zd|h9lNl_Knm@IKe07;Q7!QI%Ijq^4~8@xsnyGUfocYdy1^&E~lBj zaUj8dXx_GH_st->A*x0kA`Q18E$2z?xMX!{%0z)#{!m$lVPg zI9QmreZALRvWCyN%jCBqWR0&Y!v^mEN*WmNOfbL620XLLc8Lb%m( zOUNNfp5(#HmhVgc@_;;a9_fDe_&KCs{mD<+;K+v;F#}_?31(}}&8~fXt`oCbnrx1r zj1b5(s$~C0iy;De>Xnt(GH-{@+;A^*@6L2MrPc8Dz5i{8*6K$b?qSEEL-JHAsMTbNH;)2eAw zPvO$r9Wpr($mjflvTLi)5G-iQf91S+9KkCFV)ue?T!qprf%g>?^`La_rSr9`i{Wzf zeLm1C3Yq z8w(OT(Ri{&e(wZHfi!E5wbzWb5=cw6ragi2$2xJWg}<)4m^0aGYwCJhei+$w(mKfz zS5^t+m=vvbL!$Qc`Po)V*I3-r>V+hOUlp>wpzJllSjtivx=UR4fbjT`!?B- zjb@kxjIGZhXuR5Xfo1$evgu5(KBYQS37Ss`sJ}9K4?)Y1Ps)Y9%pqtjlJ1bEW<)kg zQ5c(0oJTf0`#G^@fgRaG$6N9CTqA;3X^IPdoTSL(>e7F&HoHwGpN>}X6-&nwsf$UDGyvja7^#Y=Nd&j$VOI48J|iG$c8WatB4g_l8qWHn)Vym zk`3p+%GQfXB_n^D;Bk9k}DJMLigJ|3}gW9Io zmd=^tf@8xL*(S#*f2BkA3jid0!J?HVONp0Q)iu`>Fu@N=li; z{bCCH!ax;iAc^~>ff|YX1&9XHU=sIhE9~n7?8__c3k2*7tr2+ocZL>jl6L>li+BH6i+ zNRuspethlfj#Llww5R#`ljCbwca-p&A#3eP)9_?60{tyC^mUDKU%58E2Ku@NUHY5o z8kl$CZ>Xq0r+EsW{6J67;!kg*qnspW4%tY6$tMFs=b;ooSevFCkn6AQ`>+70# z72X_OuKAy^0;{fv{8WYO5B{m*x30hY{Z&W(CoQuuFURd@z7!wca8lF(``zQR`SCY5 z6vx278%H`an}bo{y!O3H{7?y?7(|bI=2r;el6tRm8>(Q%*GD5WubhHN%gBkJ z*M5MMAxDenpPC4VOj-|(BdJ5yz~$RzFQ`L-+`5~ut3=@P%ac#S=chx?or(`j57}XB z5+!B%RtQSpzlGiAW8X7NSPg?G!yv0{gWQ~npmJQI(%_9J7`$V>qs~wP>lo7|@ggh1 zY_h5R{-9ehp>o~wlN(~e^Nt}U)cHJk@6hZQqVWWnTBTQG59UMEkU@Fs=_g^!yVZ5Y z(=#FEYV4repbK!^=v-`W%3wI|nBW=z;|83P_#7QPI{v?%KR+!Wb(bd2Y1J;p)&kof zF!wPGetJuP7b^o>+l%4%st{XatL2*JX>4t<2bOTwq#E-4$|3M}PL!G- zPsY}!IvlV%12$UU`;@HY4DnvlV{JyRhdt2}Ul!-h{`Lb~>ntkprXkFYvf5Qe&xIA6 z7%WDDBawe$S<(5H@zU7ZTC1)d+r(L0%XFkUoKP3re)-~SI2R3JYZ-NLsc6l{cRq*U zbp8#ofw6)A-{d2HokTr!o1t2KRf3AGX|^lP3AKa-Cav3Ahvd1{2%5Ry(zb$GPEph;-(b1c{k8b?a3}8U;k(FvE4Il zxgI^kmZ8#o8JItw6>DRwc{M=_^viLbU8)2Dw zBd$qI&9m9J@(D}BvphVD!?Q5F9uM!~@RGvf#m@c-$qlIn=@E&$63}U+Ye*$XXWE2s zyS2Su-rXzq>}Mb^-JtVC&iY|$3y{Mp_3WVMFlnfvz4SO6aPYpH4YJ1I>NQ%Qbk7ME zC>$%ge$hkUbRG1#dKX^2f{5hF2P4>)`Kl2Jz& zr4W{!HzMPWB=8=Ph*wL)H~F+{1Gbv(HtU*uM7arymukI~`87<8vubO+=QpBf#a2m; zn|Z2Jyu6-=7cZ|T=k?$VC0-iKZ}uIW4SsKJeH*mfUVXCMo%dBjhaO7i@4jXI)!PWzEzfXc(U?Irs=c2( zor=AM7SIiS{7c=C@SisCZ63h=v{xF!ZOkR^<}8>u60g3(5V<>P_^}}?;biV}2j*ZE z!hd&xWrNhjL2$w;v}onf6NEp{OySLj@aLHW$~#A$hfYp}Kd-s%to91A_Od1XdCd*K z!6y8JE48=o(e;Mx^WkQ0fF-_}?wzFWK9)i+{2)=>K6| z{!h0RC-a{;aQoiV7Spb*#PCo`G*mKy+<$XoBVdySc!eX!=9xE_Kwn=9lb1k+Hbe9d zd)(Xnp;Ws){rE=H7M+AicMIgUEut-p;@5>*PoKT~-`I;X5t(jUtLP;A>DE1Jrvi>5 z@`d-uQIhySU-54&+!Wm1gbZGp+rB@*Z?1 zi#;LOpTP=b(x& zzm4Bi2E*Hp;?Ap{@=RJlAe~8bMK!nGC`-nd?$^n)4_2{f(fz25rJQ^xa*0aiCE1n| z!g6J_-7CXC2o(!2O`Q(G_Vu7e3$oipOBd>Jv>1ysyRChlB6j*Rs5Bo^XPeGz*9vX^ zp^wI9)BQYILpV0ra=v4q6(=& zrG#kcnxjnvjXW5Eo?aTd2AC&HgGuw@Omx&>Gc-`Eqy<}OXw0)=1ktG)K?VynxT8px z#!_TVG~6lZ_JXN_pV8|dIHS!pCtKe6eExy+q2Z?+jZI_m&Kd9zoYRYjtRp%zi-yKH zyc0A3i4%wT)0jSVe{|dEOQ-P8?Eh2GJZ+}Et$;JLv8luizyHV;yLWxX-gK%TEu>>! z%XrezaZC*>4F~I~6M8%%Q*J*KL0FngAy=HvIInOiqJqy@py0fO6Aw?CgrtXrhZ9-U z^?68YIQ!w0$2kC}D$d?G6>*B;l*BE*IPT`%EGy@tJ_p-65^Ax9zD%|fZhU1g!i}#0 zM!4}6zX{@9vf;)J_`yFwn}e#Bkbk8tBFm=SK?N@N{Y*dzAiEA(}pUqVed$KfR7 zJb{q$dR~nL9zLt*ql#n zR+lb`JDTVHpEhr#@UMC$@yqj{c<cL?8V#Blv#M39zp|ro@!AF+FwX}c0Bu5LTxd(QB@FdN< Y%IP!@Uh?_RqOj!uKRBCn+<1Qg00)ZwI{*Lx literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_13/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_13/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..d1e4af366cc1b2e1364a35f920933110aa0f2069 GIT binary patch literal 10593 zcmaKSbyS>BlWuT_;KAL32KT`O!QI`06Fj&DclQbI?l#B}+}+*Xec)z)`|Xu)_uM+& zeX5_o-c#>W)m>Fh7K!-bAAvc`M$p0@+8EG0A`c^nwv5CjO8Y?3=Y$Q*r>u-q^J0w% zl}FKo13MBPb~di6cA8_tx3a-;uHeIyzGf?ig-#KkGjV!zdXxT^ znf+HTMzNlkOg~u!Xlv~h;4ikcib~vSRRq?!I3!a7X%*sh;r^`QyWuniTnLoGjJpF^qG*9v5&hC? zcgWa7k65Gtnf-h>%u+!v6-nejGTuNS^{N(>p}wV!AADku5wl1x?G65HlOr?@qy8{rOo_fR3Aof*`{bjp13v8C(n@vdP5y!atQ&lg7K@#S9sXs zSsI5 zqbzl+u8X%1)zb+LLo}r8Y}5YcmakLfUh=$#w3u=D7IUGDNjEyf zMYf8zX`ckduXOxVr4O?@MfG^siBDpCl-c!CCHvRR-XJwuAFEG4=|^gw^$b{;88rkc zG=@p~6L z^(6Vh!LDx#%VPzYCT0F;#P3}@bV=22{ZG@NhV#!46Ux)>LRv?>KVvLo3Ny;}I?S3} z>w7X--bm0ZU13j})~vm5D~N3m0bP3%>2!;$lh$v#nQulbmzXSPz}>(z{R#J-Mn5z+ zMK~*}@!1cp<)#2P;s=fv7kScUJy7py$FwLLdGUDrMT{oTsO=57;cSBhMaSad=-qgb zXW%4L&`?jls|XAbkQiA;JJK{>?_isHTJA%z#^mAK=zdKG$G#_O`p9gRuji=SPq zx4+J^_%%kBy1|v`Gc__QotY%EpulH4vC|i`?%n2Ry(J~e@WIg2MLNN&C=6$?nvbQ{ z?aON46jnT`%zHD~fReZj{|o-AeUo4Dq&)vhZ{wT91sKjCGarks+y75kb^evX<}HcK zZ#V;BJ_fAYSJb{Ku6X(fmK!Eatm`kR_`+cG?<$^%Hp=e`IHh@LdK;*u#t*|fAIzEk z>;4n2rMF=kCXB4>&#U-%RfpW1Ij#;*S{tRH0#0Qfn!zR@sZnJ3KjHqOidqI6+hM}Y zx_?vW=Gi19B!p%eIk_5h(I}u8$>A>0ywkd-5@ASDwY`n*R%JGosoZ;z-9Vzk_Dzd! z$2syvJ0`%uDC``5Cb#czH9O$mVb!|!w@wE9=y5u`CK&^!3`^mhWE6lKejwJu`dxKJ ztAn?NeX)L*D_&BT2QPDts@~p{FaP}y6^u(xr@rW?Y&ydIlA14#UX3$*P}O|s%sPkH z6Jzw;HQ{hlWPD0wapNSZ3+Z{X)yCh&kF@4m6_DQ^$3Zp-RF`lh2@zEL|3$ z-QdhfLVBy`Q=DPR9|ZQ82={V~Ig_mvPTcorlKGv94~JcC*hLeH0b7>q;-nM)R|w-` z?^3#hhYi)>%Znu9(-*UHha`El$tRR>E9@jJ^n$lpg@U)=*rk9&iDL}@_-AnmPQvJx zhXJI3biT}D5d)i44Hn=Sp|uLAPI`L8?;f=hIf%(_KQkCTdLb>f-mUa7E7^*WG*V@1 z&*0(n)Ld;)L?h80Jup`BxNzm0Y-a^_O3~OO@gQTNj>|#!_1XX;MXF&4_3*>x5<)ua zj!=r1$Q#nl&$mf<_T%#fW0yYnVV@1Umqp+F3Oj#0P~4mOr?Aq$pDF$S+LnTnFuGsO zPXa3JA2Adwc#C@m$32T5WBeVMQ>dJI&nVZYP!HcfV*ZD8`Ab76?n3{LS+bB>GRi!H z?-89{KYqd1Uh{F!^vO+6O#M{fq0g{N%d)ee6&+@qQOZEz%PU(&P2bfMmQ3?SMpI%_ z%S8GWch$PQi+xo~EN#F|oqCBuGfX5=1L*l4XdJh@!IPeOC^F!;BXS)3e{tYHC_$Mw z^*y2MB@^~%^rI`PxHotHY=QSL+~Ylfz@fTvT;U#J;$-fd?#(rix&R#C#3&~khP(1q zA${{Vm&Two)pn5cQwKnjbuGo>&^$ZtZaHcwXw<7j^1?>T9|d>LqPshgF>U*7*bWo3{f^Zmv-$L^|LNjgcas&oI>RrI~Na!Pl3d>)ydDZ{wBvUyk(o@Ba_} zOH+xycj4%gx4}{3gj+vj#|$e16MxKBb<+*b88+I5j@>D8Y&Ps4^aV9#qair>DHE7! zzTZ%l2$e(9raom0%Os-c+H81A~7_u3=FiY zXMmU51D*HJIQb=s+6vwt*}&ef#EIve?caA~j>MAL_YFDLDz{2n9);0TI=rbzUe$R0ec^>@NRs)khO)YZ`V=(>=G_11?7+ zXhs&U&tkEf1ETYbxdM{1MDo8t%{- zZ{vb(+l9`BPm`?$HZn0N9@Ma+%A(?^*H<;7th#Gp7cJt}+!p0QWfEa4C)0;ndtHVQ z{S`qAG3U$O>lpZ;7pW5M>G!pzpxfBryRo|1sul_eG@3qdm#wWI1PdQ{4LNzp1hZQl zuJWc5yJvL$9@}pZ(Q#b!1Tj{ZVR3@$-8+|>(dp+k-z~`&NazjRDt>s+B~*8JLaeeT zFJh|$owHj3-l2N64!B)AJcE_)#gkuzIu19^wEFQcCrF#y9p;U;$S+2f{*Q0{DW3vCA@g8{Mh7fd~>u(6n{@{WfK6#SD{8@zGPRR8jpf1N_1 zVc$73HZR^puzF7YwwgF+*atp1JD2xkTNN4mR{i`L4zKN>9wtuVppm>3*Ni-3iCF|} zM!QsyAg~ZyFSNQL#q^7Y!P4Xp4G5Jdm!T(MVFTaS1 z(K{Fdh`$Ns^59+f94e>jc*Rn6p%(s0tIpRh2s}i)lP|hXmyzRD1%6R{Zq%J_mn{5Q zd||$lb7Mi6?PmvUPg>eddOEy&nw{Q0+bkPcCj)o^xcIAIbK=*(Png6ZoSrPw)H05t z@SW0?`?a7dAT$rLGSqMm?&u$%b#m{vpkr7@9ygb|%7r4_x5#g@R+aC+l~y|FboqR6 zYnE>q&vYo?cRSsg&zp;5pCc;5AG2+gAFzIfw=dF21;#5c)6hB5ZtIro`27@k zJAWJX5B}wx-TW2~8puzhxdcYVPa0zUU$zVT4o|2Gk^HjY@CYvD3p+OTTUI27&Wqs| ztSixt7rjsCa0N$ZVI|g9yBNj>-JiKEvO>0A{X=3I#{vKhlqcqRgxT-zEm!>)pJ_SQ#|FdN<#lRoq2VdvgU5`2YsXsr2*D!$i0{6WO) z-oG+OvYALCdY9fKy;dYcWf<+;HtHIFKQF5y3%vST1Q3F(sIh(7_{Qza zhW1)VS^t*&_1ws5J??j{2J4tSD#_uaBC#|i{(rc_J?|ZqdoeF~7H@aF`ffp3c>P%I zHU+xb4DB5@rrTPP2$oC8y&6~yi6328)~1JVp2$~(soV&Fg|azS+KYdpk|uQU6k#F~ zgdhYfo@xF&9pl_vP=E5pwg59LY5}Hoy@ztYJw6iXWT=DLE)2+STMBYmBAZBKb&SeK zy4+I~P&~_fG6XvE?EJSw%%Az2Jt7t=EE}4g;UY#zLJS^kkZ|x(f|XzRM1D}PG(6RAB}nu=pA4lo%TA6UQegNxv!LRZk{K%}q3DClzc`0kd{ z8%l_IrAzzoe8|}40leo5p=SER(yzy!-FbH#fnV87mzW)Dj~-)-)zNfXSO5|Lt>-ph z+(oLByNJ~OgO?;-g7S&<_~|cH!l(U1f?0;nZAgo5y4`eo=AAFIc6#$epD*)gLCn5@ zjY=YdWJ4wN0r`w4=LFLGm%YucuG<=ojVMqj=l37x?*TtVuI?rEyBI?`TkP{)wotNW zq$~?|%I?n=k+Sbow{HnR**^G|@=t3C*&Te8(YEKN6ax1)z|%lSceCPOq~v>;N=VCG=XUIIMGlQT9-4o3iaksud~~Gl zf0p^Dxq1BPa=|l5mFuxLTJW7!hp^?6TF|M^**d8W`NH0XW=(2W%Tdirj=5s$MQou~ z+x&Rjv+?Ab1GmrE052CfUz|YO*Hq;3Nr$FdkqbfSG^eW$%_JZvw^PR}Odu#HR2LDP zVHObfMkY)meDy)%bR2VKUjd;LdWG{~J`K)ufE5(?!<;wFdZyvs;=z5N?nXH_n}^#w zG;6KnFqLS7;zbUWGzNiRf~e1TBX|yi25X+Np2IO%{c=V5ORm`eUTFTY(|;xo5}Yv6 z?GFPEGb=v)^pKt*S9e~Nq?j;0oOC0rxCwiV?m#agZUW#$28AmhaRC@VaL>Mi+4b|7 zX5fmf4=to6ESO_m&{%m8C=l2E`W$S-J;dLjXsh7Yw#WVlU%ywUzS=3P zqjP$xUUtsqoPBp6ddggZ*>}8-!Rv;X1?HKo_0vMg4x#H0{%Ulf>VSEkONu2=%t3)T zJ_cv~&g{vGU;A&|eygP0pURmpb9`gZzK?h5mr%vwJEX6RHufg}k+W?7&pFHABq{I; z?+67_?4O58u~mn$gL++5EZH;H#h(@hr)${!YWHeS^2Wu`e*1bCo_uhB3{!ou#>F4m zk9Jr?cY$&9#X0Tr?2v!ctsror?=0|&V1sub*MYpnv{vl(X|{HFrcIM$LG7#K!j#_; z4)8gI4Ig!=;3HG;02H^f05Kj5*Rxry*Q+;Pcm25zdLZk}MI_P9YBx|ecePvi z=l%#c@Pnb_kuVrBz;V{IIcPya&TUXjG?&M$nZ?fhj&9&rcO9Yh{d*ii(mT!PeI2mK z562e2XnVhagd&Q>Hg?;9?In1rW?ho8aTQyI&^6^^khm26Tht?|45QPrSuYP{)_ z-y3$hmpvDOoy}XKcBGF=sKz}Peucocrq%N6ZP3G3#i#t4wvqQNDK2{l;fShHCTmxq z>B8QhP1U))sELN}OM8##!~@}lfqZi|ni&e*o#UsSSNO#iF9)UQz$&7Gn}DzOnI`*3 zlQd>mkmmUj*F!>;nZi3luZW#%$u7H!u^+nJ#^Yq%4|5e9dC|I8?5r^_f%6bwBE!+E z#d(J~$a@4YDH(G=E^6%V?9F1HG_iK#%w==F`!oje9;fwV+|hImUa{3TP~?I?R!r)n zvWq2gg3{$$tvhXpuBxOag!F z*1;=WGQF|5muAql^q)n0Q)$C~)eSa)SxxeGQne(q4An>5C<-LV{Ub^`N2`~vqe+ick!9;z1*t12 ziB$!cE-qfQv0?alEcvRDQu>Av6MdRmSn(s>rt+_rL}pyk250sz3{Cn2n>ii{^1blH zrv$a=y49iiSs>D9Y>%i`VDC`pf~wrQ^mGqNvl4kiNFa=DhEhEVTo^#~T|6ap;+)@FN?rE>*! zt=?50@6SMM#_VE3zfeSz~@B(QF#2@H-RZr?WKQICRxbzWV^|*uxAlk9SezlDNj$PLC`Fi#|TdiS7A}>}O z^qjCc{nU9V;C?bGo;fnptT*}Y!9jyj7KM6bMcIwY7Bt-t1b zybk+zFN3h0)ph)34&S)|SVH|RD%?n1=p zXvxK)33O}w>a>JQ_$67WP;ye~9**$*(T%|RiCJ~$sM>yaCdpyx*en)tkIw1W?&>G&0SZbz5uzVPf&wg#>T9ToN4vW555NL-SdrXAac7ODBixe9ng&J2PvQ6|&Wy7&PaHTLS??;?t#x zN=Sh9X3a*vH7UhS_s}|w#pxLyQj9^i-gT}F7n>^oiFqFNA0-F~_svEC-qv%;_27=> zH<wGH&tdwLqbSJb=l-Cf>5|d#+|2tbAs4Kfz4j-z6CHOp0Nuk)ZVo~>mh8!u zC68HvI*UQwr&cPhnLl0P7HXC?t+{iri3m7GBizOQHw z&r}pA%>iHAqq`5pvP1@Y#U8}GPE4lHC|g);LM5AH)5{grYYK*)Btr)tYfZX#2e(U= zGrnf;R4W%zo0o9{1I7NTooCl6%_W?o7OCq|oMi65ekDN|PTE{% zN32q_e^lF=tjQlPAcp*m@t{$piN zQegkF%_rUWW8bbZKmXfDMb#XhY=k1S_84?64j2 zuZnuxRC*rfaGm-DZGyjc=b;019?}BT#Fv83TSD-{JEesN_vjys`gt{#3}$@o{dE+M0SU z^T{BAM8jv2w6jxh$kzIi(HVdTiNCuF=s)V>PVD^2PU zC!7f3BSZ9Tg)GfZ$il9K)mJFu`dBxdC*#JKag%j%IH~)^CT%JC7KyDBTN3c~Ne*LU zw_?==vJl=Jv40VKJqnNS-fl2CR)Voaw3na^i%-3Y;-f`MUGPVs z7G?hHa7gslw{Qz}J1&#i-)5q-s$8ocSjA2P`mLQu3I&?>wTzZ(jWuNs8(v8S!-Lhc zS*`HgEdS$t=3(IiH#X6?!vBBfb2B}*hf}FsmNZJlF)5CW?EW{{)lU>aJjPT+iK_-J z`_E&U(PW&j4A>((*x%Pt&3`A+ZlS0H6Q|5fGDL7j6s^7zePU9;>zhs>2(pqXgHruQ z6h1-yU6AFCJNe`Nwwwv8*o=YWMA*mPWwsezFmUw~C`u9itI3S6+@>=P`)XBEwRcDE z5;aGf{GW?5rMTdU7%Vuw-m1YgH?MmnlrKh_MX%qm$;_ht8U-Pm0(u`Aw~JG(_6V=M z1yc)1m<3C`ES;#)|Mhr5V{0N;a7*hHFF@e$n+jnxFyWTz_Zbyb8)biEJEtpS7gk}H zs_xJ&!>cW=h%QQa6D_b2s?9VZxZ|?6bq)dbrZvbIWXZ;4L=@7f8*B{N{?8;3 z*AG;r={KCvQ<+-Ea-j{g3Oz`;B3-^}4VD_Cx!yBbrp8cMdW}YEqC6CjTiv~-leUjY z$SgcVs%sqKx}Ym}9L1~v_s+II&!D~6LB`15>08@C&zXwty1y2iw#zP8dM zkk6Z~!S%Uzti=`*cTMmu&-PKLJJMVu+$(j>WEzUW9Z9{W4x}dF!s8okN$>#4sS?k| zMZ!|;z9NEnWgtkQ%wLQXHCzKLIO-dU?UM|6r1pDC#OY#gG?c9A6~x(6G-E6(ZMp@d z61StNR97CaWN)n2U^HPk^yy0FNHYmbM=`~G&<(|Lm$h-qF)ap?x12qry^1*^n__xi zh-h$NDRY!aM=-FEy%OAG4+DQdhpWx=(a10*%RUN8im^xTNV8N)?y|q?Q+`Y=l%)w6vCaq}qi>0w7=9>Wpy5ghR(G z7|HK(OyT?Wgnuo|_@&0Px~Nq*O!0Wa_N{{8LEepQWwp zuX(U{9wq!-FXq}b1)2;b1>_pmP+}=AS zL2L!W|782b&I5BjnZ=2VQ7rNvUpnchh6owx7kj_To%Az-y#;QI=Nw`DWFfwW*7H2r zWgb<(GD(TpMF{DW730gCoXz?sUpAZlt+H%3=Ub(yBD{f#6HJqcwMwn2OTi_lqretqzIP38<&Z{j+OtPAy-m-dC6{nn zID7;r&y*_@iXy?;s+13JI;sRik)t3Mxq}=m!PTOYBa$B)&1FK;fV!iZLmlV%V=kf0 z%78p!cqhrva2Wqe#R_-*=4z9e5_Ae;2<`A91=%`?CXX@LDTOje!M*&*@fZ(NtdA?uk?`sPud?s zHx*%r{vco91jGabW#aT;3F4!z3=sUC8Bj;*T5>iCv@mK?F3IRxVmDa=y?zVT0FBVo za|XMDE)PClc_F@|_jaXkDg;U}1~CWw!EC(;ZQ=w6$cKNXIyfhYiD)Ji z!&^{S4|9%BgB4zb1K*VOTn=O+s|)I;4!%!{Nmlw4RSMjIj}w|cD4>cLi$2y9c&1zTV-e6vRs6h=74W|gztk` z(dsALz;Q~gwaxK+>2!>R+@`xa6YS>=>#NV0)B95Z$&3@dQNi~F#_R-nwW&HAAw;Kn ziOuQRK>)M?E| znl(tqn7nuo<0Wp<6;%a>EB0MJc^(N-bKKtE$?XZ6>8`bD4IqlN>%NbV)+3ah{qWMh zVBc(Oiu{u#1dnJgGO1vLV1}R9d^%Y_N{!W?dmderRUzT2yhB>X)(tb`Ir9Yv70zd? z*jYyw<33~|^{z@>04^~gVdlw;_a=563gkdMb zq%}dShu*h>T{(=LC8nbJ*@V;2Q_MM9@||)Y{O#;o7rS)zlE5`fE1@LI!TPiu`-Bo& xIYCc~=}%lnEU@=r$hG;ZQ6q$SQ0HMkG4-GVB*;!?Q2LJ0@EpVbk^}YOe*w6qMwS2o literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_14/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/Sidiap/Analysis_14/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..c4dd77e9d4b4fc74f846313871faec003c89f4a8 GIT binary patch literal 10609 zcmZv>1yEhh(k`6f1ozM1a~$Pg1fuBySwYg-GaM2?9Jsp=Y0QP_d9oL z)znmX)tX*UPtVi6nm8Qp)4vAfc_yqD#^~#?ChwOJKe$CLB?d!uxIs>l9>=geEd>F^ zWC~$abh*#h3?<8_KWZ`#bB!(o^ia;S!mw)T4F_RPj(?!Or`yN|UA3cvw%9zfd;~8$ z*!V6l&d$!f-LOHmQ~@LhA+1zXib^GyP#l1$9n_+i z`aMJ`8#If?u=Nh8N(;5fh>0HiZ8Y)USVE_AO^tCYl3 zMIa1}SH2@rD|svd8V>HrUwDpANA+sc>7FZa?;eYDA{=xaT$YxoMEQ63Y3|S2zc`SG zkl9u8_^YzWQic04C`LMH!)f-bROrYQGDxm2zKJ}Ges-DA=wd()$C4_T_|ZksSJ8j> z@OW4Q;{FW&47L$6aP^bshV*Uyb$O z*m&P`+=kYCj|kQnC;oUg?r8lr`55SVnsV~kLU-V89n<~lfj zHcP( z8KEi1b@QScAgXUmFOnTESL2eihC_h3NX8CjW`3CFJ@hwU0Ik7&A<3Sia`66A*n>*A z(P+3>VVX!qo>G<^11W?BGE~!;zc88b?iFHqb;wKRrQft$SDzr{lZdpjO#35LsIjBK zY^IK?+zQw2^1UfSBlnLklGey!_rTP!s2=i3GfP2-#TJv24TCmru8vtzLWlR zB*4zUnQAvckN%BNGFfeG5X2y%U^BaESTs0)l7fc*Damx-JMr7QHZ9a~$IG*I ztk3EuZHwCPE_IRkIqO(kcXzlx8FBLq>sc|A1F&v-XNagPGs>=RX?!yEaV?vh33lxd zgSCMA0kW$p@6&>hnIwzTyhU*olVeX7@wdAj7jMPu>2VB7MqqW$leyJKQ}`GD9u}Z$ z_6tA;mReOpz#epJ9g_||UW{2Q?(HlgZ(lrQ3T8(~xT?K+-F;rDTxFbM#Y0GTQP5sr z+1z6gtq#K0!!u+Tyh_k+eQQnG>6ZuhaltMIN*=X>Pr(Wc-e$4onqlVHtx(28cO;D1 zrnR)=!FArW;bK306ZREgX5S;^bN{O8#j z?_-O9iSdG?hH~>Ajw}dx|7-a?GxK(2;p@yU#G6J;I2j#vASrp9pZ{+$*qI%`n zw(xgu5a!h;A!Lk+!v05`M;a3o!&{e(WfZ;%)cGTbYbWHXKah&4;M2b>_$q* z-pkM!Exp%-i=YWNb$WCLUN=O-M5pU+&oD=#)5;rwz>aVl$kBN=R4E86)5Lxe=eC#6 z$%cP9MXU)YgB&$d*6rTKsVH#2$vLkp1bjSp0FVDra!eKAHMU}*X-%EsO=2qYXkL3T zsPyuS3or=Y3h5NPJ)Vl*v|XF=elU?5S!&POTL6=Ue&u^#;))7-??6iE$W~*w^wCjL zNn*wbxn~D!N2>(O-76Lz|X{ zT3RxTfp)rIR%4jBb6@)9OTfP{%7oT`pP+E%z6Ab$b5m0Wz;)_A3zc@0Jo?jPVZpS5 zT=XOFZzN9&PUkD=W?C)Fq>tv?azuFvT+6Yw?YWIrw3}SnLpU6T)FRhGUmUwTP`E;f zqxH&Cdbzjs6qY70+y(5djt*|kXtC&QjRUqa1 z?EKq#50Gq>f}p~_MksL=X3B5Vc62(U7?0x-tDlVFnN)?Kgs*`|GzS`yUJ2)4)eeUw z0*~%2B!Zlq&iw0{6{+N^>qH;w>%8)w(6(m4|x*$I8>cfN^ljk zx(w}a>xLz}(f4irX=&zJP~P=ndejrqLAO))4;hIK2Mw{GY|F^05r za`36ZDq_2=UI?w2IB!Z2?@Yc1wzmpug?qHyK7bwh?`8Kx;7K(5|9uqDXDup{x?j`N z^M+0hT6mw`WfT&h{>rpSYc;VIlfk4WtD#t@8nDuyQwQUVOU{gyIVe(7p6W8Og(#rh z(iPN0gCE_df;f4Pjk>-ba^PoH=)5$Dwlxi`^*5q`tHCY$M8zMNuKxm8DKzuqFYugD zXUMwlF!Y?d*~bR5^`Xs{yj}B|hQ)e3;a}&*K8pqxLcL2Qd_W=f-`?N#eGUcst}6hQ zjXOKAd5?K13uT<``ncdTwKGd&kY7_5L{Aa_NLwDq+M!x!Y#4C366KRT%1W1tyt%uJ z44!qUj=CK>Ib~qu23Th~G+|2hgfhk7QnM;@W`^0k=RXfRyOx` zkQ&Y%!6=1SCP|xxysJMJ*80ynPPaI zD}qjWO152GFY4?~SRv|v;g*M-)6up;Z@xfO(Mu4L+P$K`whs~pbHObTs{!Et2NlsY zzace1rjI?BV1x4~sq}+blEVa*^(_9j@&bt#Y!pQSERGJvy55cvd+(o1b;k=+^pk_g z8BwI39`Sn1*5j#F66QZMDX)c?Lb-6mSvluVA1_P_z1`1D38RrRkq+|z$WLke(7;5S zKhl|V&{ZZVUhLnjaXKuG7i(zNxbbh5jmBoXi-#NMqa3=z86c!ta_ofMQ;O+?4$zNbcb-HPo z2nO-PG~~M=sv5V@=igPaTcqyZZ31@v>UPEOg5lmk!@f$O*pC2gfnOlD6TJ^k{|FIL zyvT)XH$Yl_BadfGUD&$FL|%D%YQF2^E#F>lvLt+>p-mR)d|;`&Nbb4snLe#UEqBw& zTY@?chG^o=NoJ-KUv~Y%IKSxrK8BTY{L-`a4hF#DdnuDVU3u*&TS^+;C78sNgi&3~ zdEznKb@Ek(V&Q=NEC)tjA0>;IUHOjYN>rIQSNF9NZm-*jmSs~IO#R=dRri(td8~Ee z#fO>ZIG)o}`QlSpHQqc}SGPeooJrz+G{$U#GeuEgORyzdpmX)Pr9pWGqCC{|ndIgA ztP0;LV(KHS&W@^@;Ka2*ALk$U@F`b0h|b)<&u#4N?Qk91Z+L!#_*KYFM|%&Nl<_Dn zpXXjWu98N+9JeO6h07}ll>Q~VIU)>b!8%1C7EY_C7z|EY7L zmbi0!!%_C?aH0?Z<-7rljM#mll>bT?=EW;-$zi8Nv5cjhGLY32wnJrk6HlvZprU(Q zFL@B&U1*r7_rq*sjlZVmeEdZW`8D9$W0HV~-R?`;{kZWvD*&Y+_K3*ws^mSXe~U14 zbIO5XYLo+SvJ0slbNA4gee*OsqjA)YV35BX*jk+CbL|$G#J=j#FpHs0mK=hT!NCgYyK( zYhdH53B#DhkN4O{r+?zyu=e@ZB=EVUw>=R9f}nSIrBl&aK~I-9d)+I0#z9)B)7#26 z9nBhyPh;0$B*~ ze22=4pkeCc-L-{f;%yhErsDTKOzq82D7j3+ckj{$CCslh+>l{{O%8x9FMV~stfb8m#_*LXy@;_w#pS$9NMcMK0$AL_f`JM>M5q1uYOAE@Rv(Dg( ztW}2g=Ih&V1@)W)S7GT?_+>ZEqY)|4+uMouuvcce|3fmcnb4fqckCYDjGDzS3;&In zkt2gxXwMX>(=Rp%5n<~GkC1cPQ~DeeRt7W$q2rZ3!tO#jOM^KEnoX~jp%dP04 zI^@=+Ab@4)cLye$>zy8CN`0dNxSj55?-XZ|^DD40Gp>Tm52sUBsH56%_|f&u8)LU? za-(VRc)Q6{nox$>?&+w*t^&Dev;FUMBgB-{MI)iA$A10kH~0P_?&oMcw)B!;au?Os zA4CMcy%;6WP+K0YT?ibayOZG?!u6YJ+k6StYWHbNSrMj3V8__5>t zJ1Cg=LL*0KWVeF65vVu`+Iv&vScP1^M@l>JC3;^#y${3wyYwmipoyO!{0IMoup$a@ zTd$lB57d8~4m8^6g)ByHbyW+mlKfhqCHoD3!m~@>H%`2((zR{UdBfvn8mH4_d6K_5 z7p%MMbgfRjHi{uXWJWyvrnR?JrostW%C+b{DEhbh z$o_=2ei7M^qjBz8V#c*6Idc)vzgW%Asrog;ueAES zuKrxO$*yRZ>CQYR8(yuNCC6hOZ^OKW9TJZ7e$}}8?B=Oqb~sJ$`3wf$MMyIpe$CA0 z+V}3ts#`I6+u`3H#pJsk8~F}X3#6Qv=E`uh^10LUjIq|Ir=k{`&sEXBc$MVLmlps{ zOn6|;Sz;{}^`ZzY5`9^qIz7a{=p(SJlpk(;V?3$&KAga3yd^z;UpG~!(v7B<_A66m z700~ec6SlWV6C=2MQrB0`OLQK=G!`q7ZZ=GJWA1smc7%G16_FD@SUbBaQxdZohjm1 zOW?-0^``80j|Y6?e$$1vz;C$sX=}#g{U}7Vs-%%(P++j}|Fa|+I?;L^7o)6C);u=tf}_>loLfKY*tFXLXDcwU zzIxf->YyAxf!yQ+O9Ht0~&@nODr+NC}I6!lW7 zsa3Q)4yOnUszOqM#0||U5jzL0PU*^A_r|6$x05f?2ohWe%8z&YZ`Xn*`R>Eld*-gm zvzLSzJ~Q!NMBO`~`^T~2V%sXflSGQ2*v`2P>*FLxZQ6=^^5cSxZn$zb(vEVEB?|6$ zIIz1*r)LGt74#y^<}S9F0{%A-eU!bSg-=tuYY9Cg?Yo1RrwNBZ*O&cB&bgI)*iLS1 z=1c&}yN#Z?%YFRX&V8K6?fopvFPZcvj0i>ZM+f4yPMdy8{0@=l&a^7sbHJLNL zai23zfVkc6SdWp@BP59l$S^lvWSf+M_ilvW{G(lMs_{6zg)zzXgpjO7u2!8 zvNa2`0*VL1I?T3<{h{ryCz|Z`xEL>517)8TP=$54B-Lm7$owd|8rCWZ%4BNLrr3EH z>25dOaKJ8b2(EZsZ2!=IB!_cLm$g+gl#sx(fu*QCe1{l`rQjlkoiLjR) zHzZ2$Sw*EOTV$wBs!A$T=t>5SMF{fJxu`7WTI29bE(tCwSA6_OCnJgDq=}|Z&gn2A z)03q`r7g!8lhPz?YYesA~%X zp5|sa)n%B+%rg~JND_6*$IUzfO8a}2M+5GlTW6!NIG)MtyNe}muHhYBflENxYbV-s z^Z9ZNiCDj4LF**@SgbSok&3|KedQ{efmM@!zI2THe5p-;_>`epV5_mI9=_j7vEAh9 zN(Wnt+cdTD@K&m!zJuoDl2c%B+|YicW3Uedy@p)93tkgKMK`ba&m(u*<)kyfS^ou$ z;U!qQR0roAhI*|V<-u?slDdxE5r3%+Nx^^-Ev@kprkIOZ3wEz*d-kH7a1Wc{*MaI= z=Hp7Vh^LKnd6!1*OVp*;&%*Ps&Q_<#BLh)6-9heuYn>WjYWx zuj*ap1y3!IB!tGEj1N;O4d3qcdWV;gpl_F4_iZk&U>F*iMyzo7a4L9Sc#qx+Zw;45 zR58LNLVBt)CGnbwT2W2T*`v>u6cOt<9}p~!G;s(b6s-APUD!ufom-!81ndlzrOmEr zLWi5}iUAu@WcELchc+(!6MWdBUFGVbnbFgNR=WKC_beK9noXzxEAju-gT?$mqK&OC^+x-8w&4jgc!qno&|#>h96Cux>sXKrStC@#DgE*7^UQDSHm9~Q%m_i z?@+i8bIII=^0}+_nni&IM|qyx!1*@Y=DH@;^MX{tRMwN$)7#JlA;uz&;_W8YZWlfu zxAT;G|Mxr;^NUf^q8b%nV0o%`$n%7oHF>BF$&~xgo=kaSV5YAHQDl|b;!ft!xH@59FV%F z6a=16o_aCe=S!|rH?-US#q(q8P579(OQOU>Q$@2uP^PF&5s=toAXx#BJxELSRcGaI=Hn1s0QFX)IQ6yYYS7_)QGzUrBJZtLzD4h$d;Hb z!sAF47{xkLQb;Wt&=7t%X(=;7#2zzx88hW~;4fvz%L#>m#}3x=M!o8%+>v5e`6^j$ z(;_({3KfclS%O1_sh&VMb)XibCxkdIN?+B}o%iJ=DA(B8jJ`Uoa;L1MN`Jj%_9RF^ zdFNHOjU^4Oeq4>%L#=R*+AV3#|m4GQn38T#DI54BD23@BDY)* z8zh|B-*+x=?&E!n&4934f4QD!OyZ-fWoQ2wX()Rm{Ahfh9FXCbUN0=iqP|rl$5)*} z#Z|)jkxK=~Tv6ue zYyUiKSJd~{umA@*MgwzF$2n079hsVnOUXlO;4s8R$6i&)vl#)O++@KGU}yPlo_c{SSHr)ro98m{0{Y40UK&!?;%=%>S&K^^Z`ZcB zC1E9xy$r?_kp%`A(r>KSZxXTzWI}YpZsMEMUZ#J-X#CKU=k2y-DV3oS;=!jjTT95! z;J}V4eim96P3quQqob^j8SDHxh9B_bC!p%$m6Crtq`tyY>=Lih+EhBh5zSCjqU!7t zjTJErs5TP5OG6&q0_Wk)Pe+O}Eo~}T8Qb4~ktGGMpQ#;1FYxP+p$J8vln3-3^aMc}1KkvhEq?j*2GzRrY5!|!9rtSg3@p}f{yf&O~>L4rGgpw>u z88smKhd%T}FaDv=`_L=rc_z^)Z^$OF@VBZ_MVUh(9T8&oN{Lg7va>4mY>!ilDzgVh zQ?YeG)DlCsj}P1&ef@(Y`!|7=B7l4U&;&6xg%tA|+L)L54|F(2khcVxH8;5kkD&~% z^s-z)uUKty>F*F6b;j#H^go0EwO? zsZ=wZ$!w4bEB3=xr)b0y_THc8v5@O_7_)9o{+!x#deQfZP#-Jw-B$8z?~-y+w*YKU zB9#ZNHM*)uxoOzK0&&JMX@T+z^a0UWIja#&k;A|`ZJESu zSZko*2v56dM+y@O^`FMX&|hi}+{-S>Wol;;76J#8qe9&a%~OiL>$d%7b*XaL@upX9 z@_&}bu30KH%->YXXi?b&&65HRBWMi_vf zKg8l3Fp+t&r>@qn?@GH1nzba~6NCfJjqUoPCY_9{qB&tL6&zFM2mmsgZzC@cf}T6Z;yG4id9`B*rK@gVfxPZe|Johr4_IAIMLjaZKZhG&1t z6;wD8O8J!pv-$T>&y+cYE7EjiR}MtTh!$H+_MHW^#NvWW)e$ny!v)$x@JgNhREOB<3TW9>vs{w*z!-ya-uoK?N*OG{(13Kb8ermkG_au z+(p21rqCd&W_2`Olu0+_;JbJzJ z5EH#_jVmKkn}Ei2`ZD+?oQr_PJNt*G*qdCm!GDL%Hb_CuyG(E9ur@7wh;uR5G)0c7 z=-YY!o;!<+C2C?UhOww1j z8WF2M5d`J|s#N<9jTx09GKmoc#sMQ?nkXh6S{MWU29+^r!)YW&0pcX;a!g;1;Kg`l zXpBa7)uIeD;G;;8>8XE;=k{^$Fe}k2mdy4K;a`89hcGtJB1yCr&I@Ai%_gNO0g1;_CC4vBxFd}{>$&aK`-xglc@8+-KE$t&g>6Qf1FX-Ki9)1h>$T{}_X~?Bj zd-#)g+VC5L&Uz=iL#HMZr}+zC-(dcp(q>!+hhW2BSIG^$%ip#Gp6`~RKV$T2Fn14K zqZDqhUj?x}uG`2b0(m@ImhG0m*Ca1r(x9265Cz}FTh{42z7rO!eiC)Z0Fy-%}gx?D8pLsWt zn_J3?1o)tQbSFU|OaOI?4|nc*W3Nff3BA_>A1CUFLc|&_$0L#p|Kkb#c~*D2Z02y= z7B%p03P0T^*A|dq-%j~DL5w1bKIt0RZlLt)#I{jiUBw_Xa#)BV!delq{nHX{xGEzbFLdOHF8cx&c2 zPA?gzQ(=kZ2rLe&kkk7-C3KorZ^rtC(?Fkn$kGjB+4^?xFF)+ymLwhZD<0Dq#!ze1 zTu~WBRHm<3@jgK$B=5+xXr)(_WVK4-7MqtBY;;FuJLcwA)i72kfcNrSfm$)KV2 z!>Wq~u*zU09V(UZcit|OnW~&xX`iMH$52(2zl)eB;94QF}d!eQ*aA3tcWFbFF(ln42#k%ZI z>(UhfgCG9T7W$xGouMFfLne9df9B(iEg84Gc@0L3Eh34fhm6^-<(JHt$?upKL54a@QX?_{f;2 zl7{saTEX>dy1BrDeLfoaULMvM3_)XuhFehzup}|)!5LaFedy5#l4pyFBnG!>m0*Gt z7En_rG>J5%F`2z*3)v%KMh%57OHOXTTU*`p8Er5#AaPho-128BZGS~TCSM3SJU`gS zOXj(^E10Xe!GQCvZ{o|}I6F9$v?}pzmJzV9Q>$5`I#SfbreBCXIXnGsYn#`hv^9?a z&k`b^AFV~6mMi$9qg$qe&98#93i{>YsYHc_b2KuyT9jArVwG#ZT^emhPg=+Xi zCMf(TGI_tq|9P>n4!}VZ9-RYfw*EsIJ|cnD7xL%|7pYDrOOeoL_M6Q(9N&=BXdWe$ zA2w_jbT}7*SKGK-1es3_+xtK|96^{7+yl2GO()8y)4nk6lN#`&^d$0)$kAB9f=5iueO3NsrDp0 zlj@Rh70DK}Lo&MvEud?g)rMTcX~^!WXq-m9UkD#AdnNeu8KffwolBXLt6!G)43|## z($*g=rn&DQZAGq5NlfNO!|S~lxkRnfNXtgfB*}0#*_|~Poh`#~_pDr7Yuu8?2vWF` z+V-^CWTEFhj=z|W{lZKbPaC61aF`waHcv-%@{$z!B*(}$0Rbx{M|NWE86a{L&8b$> z-o3bOB~tX|i87iF(k{6-9#Vz!bVE64+)hnZ7WOwatP zcsIJ_Y?&e6nPhlqx7k2K&HR&QQ*r%q6RT}6Cz`&E(|yIUR@7Q|eREnmS9a6Yw$Gwl z+~_V=oaNNAZ*AY33nKV~Z=+8$H|3z=u+u63Vvu|YLUQNM2AB6y%2D;jI zxBf}HZDev^P2oQu#Q>Z}y4v=)HXQ7(TG{_WM+X23cD5*6*}{2{vj2;@yJgLD-uT}2(CiOV$$@Rj~aL}F2Kw!)lskWcL47Bc#e1!tom4o z;Cj2=MqEY0v#q+<1m7A2ng$*>OO!Ei&J~Z#qHQ#rdx|;g{lIf0UT&(L2jPNc*qWEa zB-NNtpJVi^(jQwayFs8LTI>7I)QQF6yq`0+iQ!M%)UQ%2Xy%+cvuQO`OC7S72ZfyM z6eXb@tcqjop>x};jQasCN&V`Z@Q*CV2wS0Kr;y3@qpk;Y=v%>gCu0Y$l8mr@9X;=y zr-zZf@20|t_Luty9#t=&Sy5zCnsCYb;LE<0$9dduNu!8)?kFy9$|Xa0I)p#Ry8&F& z6j>$vh+LqGsPc14U33BqZkCdm!qP-IZq*Jn@dQXy7ZOh<*}(Zz3~!KHHDLLm!Nzi; z>majD?_@T%MIf{L`bA5|Bz`9o&pY5T^WQoto1U*t=A3;srxk%IvDN%Ouqa!doYe@L zXNrvm?Qb7^ye8S_Oj-O<^!W3-%JBTOD}h#zJj zOVDrdmMiNUmY1e`mX3d(Mhb7C9IWsNMrQ7(;5+v(A63b^w6{f=EuNAk)6*7JjiE22 z7#r+FLh7ZgK(xEQpHMz0EwxPjD_uTF?4xO}k^I45PJIS~4?wnX+oBlxmIcddG!T)6 zGt1#qti{4eE@|%hZW?W_wou@iLh@*Vg640Z5EFD1RvA|?G+1hB!O4;DY3h~y$5JiA z2t%h#Pd9~i^Ltt0wD(J0wK!(1Hpi%;WZUsM(43HFlZD~iMTxSzrDY|h=e|o&k%ns z5DEr7_G+p4@--8Wrl$Va5Qu*r!nOKN@;MQ77COsG-HKr%vYF7-9P)Qv6u~J^SxHrR z)6Kop%zel$V<#2+(a=d%a2NvZF5&HikmZ(q5c=Mx!|MA5LMv@L=x=8w^m`J?8WrT#3 zmP$7-&VRiumms<6DP-gmSm!%|zmyi(FQCuA;UD20}35 z@AB6EZ%%cVn(IB=b87J-M5p!J7hjZ&;#$N!`hyjIf-nrHu2D)s;=YXQ?<{q-qRroS z4Iejp1cVYt|3*`osWQo#9dtRe3omA=Xf`@2^lv*(R^rd)_Kh=aYO36?d93hnsPMR( ziY<^}T6hvw>Dj3)%U1#|8biZUBR+k_ba}=1MD)0zXA0uZh8TLoFZ05U^IwBLKK%U! z#ZYc`A}hIHX7h+YD9NjGPBliXi;3yVk;-!hw?9MzgWiM#g5DCrpdUjapdZEK40LNT z771PNu6?K;Itqm!MU>G8P5CpXb6AR$;WZx_I%o=T$1|qoR6mD2?UJ06_$a-T6&5en z`HMVV#qS>#`g5p~S7Do;#rD1bxFg|Q$EsuzBm~+MSrSGJW0M9^_n>|GPQShFWf<@# zK4cbFi2k>y{?lnmH4rPOzSjY{$oQc$F|y#^@~(@7oH<1af?M>02pG-f*qBU3Q%Sc( zC+0z}kXq)aSTVwJ*cGI@0R`-G%0Lo1U4iT`>Unr0!55$BE=u7^sO-nF8vEYhh0Yuf4hl7F z2A0Z5EVn*(acgOMS;-l|roUV?l^8oHUOFDeH&R%jCUMz*&rS(*_Zrne4tJF*3uX+Y zno$%V`m>&A*x21{Uc?^q(;>>)K9aop=0pZ$exAg6)o-=BU(8>1&{S_9GQvLw2bN{BYuYmh+g8R~SsoJjd`VyH`UTO~! zaku%_eLK}VjWy!8h(tXiinWax%Qn;luZ7sV{fxi{Nk#o>tM!Rn%a5=Q3IzAEDcsQS zh_3aEg5l0Xu5Y#NX1v2r}o{VK<}iKyj73*^H&Og`O76$&zTouI@%^J!3v; z-1U>}^kB;`OE21815WqV&H1iFAsn`oxh-bLTk5&-#N~D8lP1Q0AR;!eH97LDnix}{?xy#o#C2Za_B4(+8%#~$ zm*ax1UaBJzisd_kCJvkk0H#bkEz<8KR5AU1Hq`g0It8H#-;bC5qH|uFhPVA0HTEA~ z8B4^x564gYRs!u^1DC8!7l$stRt_y!YErMbAbx*AJwhU%#VYtB{WVc4A(x8ZXawaT z@;~Hz1bQ;R30gW|`5dN}+Rgau28a%wTW@Bqe5@3_Jia>$va1)cw{zv(C0O~YI8*Dc z$Pl!P6KYZGC=?!AX|-9d!jH1P9*{;KwBy(-xH*mD(A~k8uN+n#JUk=tUHU9&ZGWOFoG^u2I8CFY zNy#mPGO#sWqj$Qay3daHF0(YDyJK{KRCD6;2;E*1OT4mO)0k~85_iF5JX>g5(>G1~I5LDd<4VSorgWWLno6$5o9Lb?qyylOF-CYt_};W7Ji_+4kIU*M{D`BV1-2u9aeBSzC;MorOim z2E*2K-z9Nb+PM4II_=lWL!#qav-zmQDsWDRqYaE?uF73m1))dlsF*RI=ayuxRbIt# zXKu^Qys=odB@WB`#bzq7?X9ddH*U^y8asmQKHbkq#c6ElQ1@kHfvsHvb^-=uf1Vym zDjPUAKPzF=t(Vtf%@|CMQ0|6Fo}@dO288q_zHtv~_nFMj2gn_)CM(yo_8*)CT)6H} z$i9_Hnhg4l-6b7(zml+z$sknyx>kv+7n1Z0mIEzr*Ov*vv@xp#v$(QAaGB_QO-e%j zRLKCvkkPk5ur?7b2n9A^%AwZwk#{_hYdYO+j^*-8gwmN1!IFUyYTq;Sq=lJf(@_a; zMlE+-N1>*GFzvP0q>v_Z)w5735bImM&{&! zOE*TH#G*g`es19?TITo^^m32oi0;^`<&u7t@_2Dx6ybEew=21-x(&ZYaZH?Mr1I7# zxq>k_V=!kE1E+v7m#*N9zSXuMgP%{v7;YS#0W`6AB*vU;wb!C=lfsl(?i7wdn z@XF)``&lE8KD_nuw(swx>(7s2QQlL~EqPnyIB_bVYkfowpH>HK%I53tswuyjJdWF< zljWbj3SLJqYfCmAAn~UwW$GgUAVrkRYik;gZeQZ5eMG8hn+I{@v}HYb^iO!LSWd~N^Nx7ffhM1 z*mJgeIc06$N~-JZD)@zrAxJNcT57fOv(~ZkVT5o4uNwHRExUHZq@K>|+#br&+%<@21GWM(BK7t<;5pF5xA zupI~uf>>48G#zaz262?XKPI-O9r5_|XKF^R^OeM0VekY14dPVkK6O@3;4^|3#mzAx z%EhA&Xy2)^>uC;3j@9~H_op!Eq%XHFOs5RMJ?G^FTIuluJB-R4U)qpy4}4XEm;mFS z({`U(=ZF}7;jdi_nD76FrhfeY{{|P@ePlEsk7;G(n8f8Eho#D!vN`_SFW4;y9dpo zmz(u!*mQ&ciRw!iw?6sk{SaQ&zPjm-msGJct0QDSg|T%HZQ%8LSGrl-b}H~}wy#Kv zC%Hh<`rBL0>WJTo(OrChSdM_RW!#PN8amP1>s^l8AOw-tE!&^(cPj-rt!e)6kNw;U z^Ra8+oNKd9UDorfGf!j14}ZuTUzcIG(Y!piZClK5R|(C4HPtu;-=McZs7LWq{xAh! zFz6-F^8-5{wZa*$9%6lXJ!YDYxFQIXN0ue&_$u4`3Z*5Ddpae zdJ_gooEv07{=hiS&B8fsv0a6snvX)~%S0tzBv{GhqQUS3dTP(IU)cybi+v?Q?L(%J~l&!6_!g23%P^K^kD=ytm@hG46^MSb+8i(ZonY7(VhUkwkfZyVh5G&5uOV_R?*v`@i8=&Mcafo6B-v4Oz;z~^@BrTCn#zQ+)7rmkukOc`e4zM! zWwek;`O2kLddy~V+c5Pj**>q$@g(x56hkLITMou%RpVo-=_P^JncBscGq0Uj3|`Mk zD=tM^j%p_1S3YJ(@xyZ3VS{?gRI`h!SRQM~K;*)zjekz|=cB`c9d+5Jk$o;i1qw^C zq-|e#rQ2>sV(OdluUic=y7m}2j!bV94c#fLhlf3hXbV{vDK}DF>Y~fwe(oyJDgVt9 zL=w{!O~0dyzRih!J-?%6h7?ATio>?gs!NkmJt}QH2R@Xec3~>XTzZZR9v{#~Ca->L zoMri(mX%#yz~KIe7d)xcYOmp2zf*_W76`(`bNnSdiGcRIw3dz7pkFhC%v^TJGtebJ z29%pC0%SHu&4irK7Fa8JG^{Pk1F(Xvcr>0|I#g#&*PU+L`wF47ow4|g>K7<9n`f2F zx|H5$lCX%iFNqza~bDUHnxP!JJp} z0%PgqhPo?q)UU+%8N#)*z>8k+)7z6XpoAS$8m;T!XfGTFYY$IaW`Y(CQ6~ruVxzb7 z7rjyW>yZmbsfMz2IXJXSX(qGusT8^>)W_xF@(EmaVB5{P-gbrnQ8HiK+q;ixn{q}P zf^#hK44Jv42MFz9{Fr&W@(gWxIo5G&f#o(4c8(7sG2=6Ne(Ska(^f|a-wPbTR7Ump z(?q#lo$e`wp7IuY3%5ACBS0&z!KoHc*3Fi{vm%ndq;#8Yew{^%5>{8NsD-R9bI{I4)-As} zIwB9gkh^Ci4VQ-_O3nw+n*98}?;INnc+GSZc&Lu`P2T8S4ky?}8*U!OdmeGrc-cv> z=|TIe!NbxY{O)+Vb~5G0cahGp(bX%ZQw}pryenHDlwuN>|1Q5D+S*pEP@B#ziB%fI zr^oh{<(E+#s}j!vP{e&hWFB!6SbHo zt2^{h9jQ2I3n73X)@g^M-$=jc@LmRv_NY^TUSOxAl=2ulQ^cLAG`E+n^{(4_?D?%K zl3ZKvCGuD zEa9q!AcUdEpeA7ff#DTi8?MN$$@9@_DY4s`0l>t{JCc3X@i06lPHud-lKlC6EWNzB zSZw#2Pt)<+DEgEUn~Q^*T8T=R88bUKbus74=p&%f{2f2};SYiLL+{uWPJ{Ab8Ip~% zbo8kaQZ7$haIjSKw!PQ9=6s5C$vvX1{`#7^%rP@AMl9ccd6L|>yFMwVOhJp?5H_1# zlHb)yH!=)IZ$7u~CjRr|ttDqd$zbSJT9-7HZqF;`25K=ig$ttH?4M$1YLl9;379p7R@gRbNeYXUTlz zQhP8PL*cw&keWk{rt`KOS4Xq>b>6$_b@6?QOP+Wky$ea5+jkvaGs%PSi|W9)$FR%^ zhfSZ)xu@}5P@h;;e%5&uNS9=~+EAUPQ|E8*fd##3EaIlWJLJIMH0M8m2mLolBx;vR zRX$a5!fj?h;IZ+j=^^hV*S!4;IxD)geNF|kCM4&KseP7Z1YprKJpo>b)hAx~gJ z%MK`{LuOCXGKDX9db5V`(Qp zLlJMat7x9p28^M&r8fBOlRBS0XW@$dCIWAEVLH?t-16bWAz4}t9OPd9gd&1EJpZ8A z-cY%jh2oX(R9MBL+l1rG=nZW}tn)*ZeyI&Ww0f!a9~>Y6V+}^+eldq2oZ2k__i7A6 zMDc12Km@$l`^7HZ%tG+3^^0>C`Xpb4H{*OYEp*0c(bvrJ*7ZWTGNoUHgt+Mb`oTqC z51ss@x*nN*HLSxr=m+j?T(p7-3Cn6&i46F!jgwLL*?5P1l6_(E;oz7kNPKKau7tZq z_b2Mj`4CGU-!ncylTJ=Qz;X|D;K$HSYkv?uX?+8?C2MkBdtA0I+8Wg~eGbe;^)EAZ z(N|rn>FS8Pj`-|Nv_rQ7jt;8vYXo&=MIX0_hK`beihK?l>R=()V#>d*Lowy}wV>;h zLeh5N-o4c&hEZ_%-=4}**wQbG3IG)=3DyQNP3!u_wi5}PLw}(p- z!hExw3C>)p7m0DsJ|G-BGzZs(s+wz*qxj|qoFOpJCq zxA7?k<241xt>OWFV4<(vdio6z^JY`i^-+^R=WP5i*nbQ#SM(BkS2&EBM`gO#y?k#_ z;+%}sE#A#6c9dRP>Y>Gz`>Nw@?zthKAV@yHS9vW?1WX>^YZO$uT`SDF*&7BfAA1WE zN4ha%GhN;{?2_>{mkAoPE_1qUYoYD28H!>iw))&oYLNwq6< z;gFCEDw=+q;e}Zle!mvP^QLiHUk_F5+4S*4KC|ZOc|y;LZ$E6cf7{ibn!4^Z2kX?9 zm@qH-Mg6EX|BQ9zJj4~a>Fari3$wVjYni`pCb5^(;(HN)&+G+gKNZjJ#tKwWu#Z)| zy!-da@uc3r!9iuD5x38I!rs`}{^DG#Mgwz$ma=vI;@*kgF#dj+!}wYLeHS8}`UDan zXu2*gzlnJCxaW{O#4ZEBB`>x6$SDG2iz!g=vGI^s8EnA-J}H`T0ShhnO6Zk>+GX;B8Cc zB_?O@)rQF@$4}8#A`90f3ar27Wq(dz0tu5sfJ3e|XobrIx&CSsmbLAi91;}^1VH<& zSeJwTA0=Y!jUV=J)@Pk_t&0W)w^3xWDRSU{>)4&wRMFp;u5UBVBu^hEQ8=5Vh2n1Z zJd5=Ma;cj;Mzw}l?T@iVr*-0!+q${lZ`-ydzFqjr2-94vE@i}N9`AEA6vpBbxy%=w zJXnrauUN5kbH_JlYuC>M1@L{{aHz3@45 ze!LV!jIWlNMRjp3F-?R|8&wZy#hA^Lf@?mU+W9_BcF!3*K)Z3z>Ak zW_GKL-&X=)R;e!6J?k^8b!={}B76;_b0zkIaCp{x0Wa8+Koqu&V#)>v&Jt>KOiXD5 z4pxN|un3xz_b4DKelE%`5MEZ>tU8CUXkJ9n=adMs${f^)yJ>%lb^AgCs{>F+x@QF*@B1kQc3EDl^JPm zIBaoMkI;H+=F$9mI5EZQlkB-L{E&O+sj|Pa^;+~M^{Fkr-z&noIdaiWVQn;qTiiNz z2{YS7(hPfEIbdWi)HONf{O_HQM073EY+mC-qk_tM$GTM(wX3}^F1W}DF`QKG$F{!l zAu%Usm4uY{ju{fRwM(3=B_FAD{i@{1sjWY=NHi_$%M7t=$u~Of$yZ(10yzL&EVK@9 zBghTVX!;iwXM`q5Ink?Se)v!DEQk^^h}CG|spT%Gqbw=NYTW0p)nsi1%4NPxC!igzj!hVwh zrd2MtT65JUV6eo?;HSY`0Ulrzki*!qT^qJ3{43XvSHt^bqDt@i!t?qc%r&s1H#vP= zwM253Bkj~GY0{S(seav3O597Vc{RlgFfSl zu0Y4)Q&k?}Gs}fZL&d4Vm361Q6fKJp4naKdcCS=~3?4uC?$v{@2G{Nak_GPWuZ05$ zX>Qp?NTn#4#{OQHs+#+;c0v`RQ|LQf1d)h4aR`0W+Ggf zd_ug{hFN2zUGO^8@w$hv$b9nLgH~HMmuyHln9h`R5&ype?K*yZjpj1sZ|A=U+I7e< zQ?M5>d(Hvs+B!v0(&$bdcDw_vQc~Q=(O_IYma)Wi&P^;>kBN?<4DHyesP#djdnLzM zsud}4>fn(`T|!4($cqE&s$!u?s$n6RWatt)?CW49q1HMzFhpi1H^`hL;W85iEgMY{6%5^Nz}a9|SSM)Mwk z#Ng3Hq9`bSffB#s0j1SC#;;}?O>p;M4}GmUc{*XbeDjZrwewPWf^sUuD~hJilmFDJ z%YK_8t+mmL1`4!MSOw^|TenQ#QQXGQn&?kyeUn@?gY9_S)&$+LUzqigYq<(#`qV?R zT}o5&+M1I7=2W)^Yq29Sh6A!PLPz)-&t^-3#6Ddsx3nn20(;?)MeTOrv?36bsdySX z&pQHR{zJqQU89PpY^Mf@YG{!&2X&}m?)-+N1~*0;Agkd365>!^tx*^w2h>7+N36U= zs;_G~y+c#)dMl5Jek50fpznjZ6a7`P@ws1vIxdH!OYO*xBNAS%4q!@zn=HJ4&$2(& znP6FWVS^Nng$B)D_VtI@6Er|M6q(qBLx6JZCN{X+u&eb*KRS04-PuC1DWZ&C2ZtU9 zt_a?s#2P%j1O*&HQW*~F-W>L7m7@}|YUPk%c6@TChNNuz0!@T|(1>7hCJdq73`r9T z+B4PMy@iSfL{+h;a#JVt4XVjax>wE$vBjdp@ING{s6_3r;&B=q-*Ph|5qPyqCYbgm zL6T6zRMhkHs02HjC`XgpTn!lZM@OQ^q=K@Os>!w~-LMF|p9o3EJ%uI+KebhsE1{LA zp}sJyH%$xse$<4LeIx;DE@RrqyZ40mt?oy#&8PrO&aUVWRb;K<&iicMQm) zv_kiDi1et+S&&izv4ySU18jG8i_JQneaT^RBx{p+s_$m-q(9cVh&{}RFVv}|83y^cqO1CH^L9<2SvK%yYne-rnai~^xOOvn1~yj{w2B=D&s&- zGshP+T9Z*2w{4JM3i~O!JHM#i(LB%I#VIirSt%+`womP7PumXvHofmuluLg$Bc|7-Vs*9 z+B+lL3QIZlseHRy%<+^&8QKi%bQxODo+jtFFyyZrA1;(#0{jI6fz+Euc%vEqsGAS7 zAkHdefu1kG7K*Q4 zTxAhms8Sc8Hg-vy|Hpk+?@MBnoae;B?SSbV-+m#P(a-3o7cp81ZxJg(+mz-cze zkOM0VZ=DiK305|}cOx0;JpJas_LxC>$4})E9WG1_jsvI6`6hGP%DiiKhBA8vm%0WG zC-VC&3JG@LEJwz@=j3$;h*Xyaedid9lz8M7IC)!uyOchpI>uiK*Ch8IN~|R#=iT%L zFTbGVRf$etA(3+!L@zj}kWIZsT94`bn@$eg$e(l$kACE+Y{W)+%SYtotdmFEvE^uD zG(P#WbkELjl&&{o&%LxqDvN7yAtVn!XVd2N)aqi!sXAb{!u7xu!{{;aJZC^W@k(^* zbPiw@vfl8I7xDvXZ)bV3-~R#BuCYI7Vz<$0@GR`sK)}!Vt%|GJ5CXaoC2V%FpFGUW zh|<0d=ejRq4BUecH3t|7`;5;QE8`{&=gv87?#!8-pT5G+a}XOtxj$Tfd=Jpgj!-%5 z7$$;(-ebsfIn2~q7o`i5Q)ab)j)X;j%5P*SGEVQO1Mxgvm8^du-49NUX%4u0xcjeT z1N&C-WO@8(A?RWxACtu-`zs)O{@2H0eWV<97b)T5XK|miUwX^fM}+ U9xER9MPG<5<1y_;Ilw^w0lu5{Z2$lO literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/Tufts/Analysis_1013/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/Tufts/Analysis_1013/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..2f0906b4ee8510edc2bffe64712ef9b72d338ce0 GIT binary patch literal 10195 zcmaKR1yEhhv*(991c!^eyL<595Zr>hyF-xR?iY90;1c}euE7a*ad%zvz1n(PyZ?P% zHPdr?s!pBLJ@acLiGu&H-A^pq%1}?dSiHrC0e8fki*7L)Rxwn-q>vTR~`n|im zCAXWj$6yOgvPJP}8Uj){ZR{TDVh`Z~0zyz2T{(3%ouCKz!V{82q{iVp8q4=m-0g|$ z>)X4#{ma*xB)?mX>+9<~^oNU=R$)B|gDnNaYa;LVx-t zQ*67}P8v{W^FtUbWVI_vqA)QLS3^*bc1~7#2)6*?ni50cPMnix8q-@$=>S0}pXMec z=l^(kaquJueItEPM&XOz;nbp1yGtA8N~Db#B^_rLD@*<4Kgl1EW#A}6Fzy$95hk$q z$KH90!`7N5X+XyGcV2l^PVL)g{x{#l&~KRN&i%8rZ(Q9CS6Xz;i3kg!QYREY$YaDL z@mOu)3EfZvWyzEOK)4$ubSn8Sdfm;E za|!7$nQK&{Y;P+qDY{h}SVng%2ZS0JQn0E$nIFVn+(q*h+@3(qaNz1r44h)3>Sc4F zM9-E`a+V3LS;wMJzMHL-CK&1&w?J>=n9x!i@Lg(qdzWh~BJch1eW@dsC*<`o@w>HW z<>TEsb-TbQvdsdYV`Q47sw$;0+-}7}zsAwkD)61~`FS zHJ2|pYrc1{K5?yf&n`1++I7wCPSaH{=&jl)zSaY#$ibo3AaEzc%$T?R7x-L;DHsBt zwEZ-nBejDyz2pAdn>BXB>%8AT1E=Py_ZROh_`@ML)A#P`##{=|SJ?I^5lGqYijpMH zCWVt#!SjNHYdj@-{fEG&YV#+=OR#}dEG;YAyvkOmJ3~~7Lc7ImUVdYRe~V`qeXVS|8o3NsGFa>; z(wg_>bgzr6AO98mH*$%rWRTcR#5M0r>s}XDKh7+^Slaw62E;WF7FJ(c+6b=vze_6{ z-xWY^^I&Q9<^Q$J5V4!cZQfVXy)LbOoLhXcvUzLd3Rw9sG0taQq`Ybv<;71>E3ngx zP%q;kdRjXuPg^R`8l}E0#M_BJy#6ReP(eGjE`%R0%tn=dRF5sw!yTm`klKoY*75Ww zcAZ9)EzFC9!l=f@MAL}Ir=CvFsxp1*A0=JfjG|vY!+vFb1%;yp%LPD$aUAKdpNj-- zk3{LOZ|}Rc40AA>oDJ3*AWdF2^@^TO;sB;98#c2a3fWrYztzqkDH7pde+31;$EL*8 zWuzs=zH;zP66<;CS6^2nG*y|0t`r`XPK<1=z|}T-WgKHUP}aWlkNQ<;Z#c{Tn!jAk z-O|{@YymL(z}hJTVUfgIz!00QQ1KRXavLum z2rs4CPI8*NKLB@IVtRM1U#9)Z941^`a;e>+arI1AFBp$X|%5y(k-r*y~LG5IV=`ex+_}7 znuo!Lo4_UUMGo-1eeS*Dp^cEkS;KRw$_^w)hm_|8wm{r$wDRlBvR{GOx2$IKyQ~1Z zE?U$#!lxSkiS{(Kd5=uAZx1ITa{=c*CU-HN_m8y%oYEkXr;Ziei*5VVvh(?7&{5UVp^>q;KupQUT z4&i*ycRT!_L^;8EZ$IS8jFi~(43p~z@W@FjNK?NQmG18r;}{LAWjQhP!j*EE2pWly zEpUcqarEnDiKFnYfsiAP2@iQ|;&IfWBU8K>ki3AAui~>brcK->L zXC{rSAMn^5oI!=H8j6R2wY3R_8dtXJ@eGQ9?-IS0=KpW4BE~4cir%Ifd{usB%Y5b_ zBnS=pOQxU8-twNr^PYl_;s09@L2Q_`X;H5((`hB_k zS*{mfnhN_M`w#L_2KN9mF~OQ zB%QH&-N4$5)#W)P3Vu&K6yh*eYU>UG(7s1LbewBTV2<$AIFt}-kz!c#0;NJ^_P>mT z<{@^gX&G{aR?+>E7<5!?$RHw}JvLTEgba*KdZD&3a`I%J%s+%N@%=9NsM+5t)xe-uj`PY|M&o zax%35<=4G5EVTfbjOXChsiyiSjPZC;csWy>Vm+fdn5&K}pV|Xc*=7xZOILzz^+~9K zU*J)kqu6bjK>kz1&jyr*Ty>2PTPuA?(U)H~H&ppVWw_l@Nx7K44htM%K$7*iL-RUo zwu7bxq6e6iB>|rnCF>%mB;v<{|KVx)9Yue+b7=ReRkW z$ncYQfgl=MH+0ReVbZS*ooCag5!^d!EVZ^>v)Z$`GlEjuag*2D549>7(|S7>Gp-#* z@||e)y+WAnPZ0XODZ*qK*aB$Q?tK4xO(hH5d-KZ?YKi%6BE;3LZt3<-byx79a#d?5 zLHjp%$FQewjeSFgwEcjsc!0TAmgiggmFbr1+m@VjlweYP(?73l)Vh1_dHU5>2emzG zoov%~CV2v&Q%fo_n?%X8dF<<4%I<9>A@t^dFEadJW7H>o7~_K_sFb~>mv<+JE8@Os zKO!)8Rop#bt)y<>z51lJO-?lq6It$FwNdqq9P0~BB_9}A3cgxy6iZFu1R;%BBrAx- znvO@Og4Z;-w{#|K*8C=yZ>a-Ur{=it4k4=cvkl%~iU;aZN#_{m+P>Nnf;v_iZaTqq z^}{|3Z+@(g9@wosu5)SqY~6v+E#}=;ychM7!j{#F?cO_Fo_Jo|51T(VV;;&D3NQ}~ z#{dlhgDVS2{i3P&$^Gs!h>>xX$VxT>SIKP8tKGmE9jKhffRw1zeDvJAoj{{y)rl+Z z7#B1+XeHLE2pi*U?unlnQw)dnS~D)=i<#2j1#HG^-kO|NhZrJbyA3uU+m~>TBbvxp zTJ~iG@8us068i-S?Ci!)1a5u7J#*v0D>rv01&?Dd-jee$uBB@5Gr{j9!vwxFv#4{r z<^gsn&@YBsCsyhiMV08^&Gw$2$ipgnpLO%-{(@52=fC(OAS3#h5#awgiUU54fs{gD zMjl?UnzPNbm0Vq*udDV8zpUT&UkkH&z&`q=%glpGvT-9`bjEfDu2q!JOvB)h|0l%h ze!m#haF`C?ToK@+)cv*Bx6ei19lsd{l<<3-8CkUK$J}m5l5LjqaE>@OiujM8Rcq)H zz_-raeRo76#U|in6uJYZ96M>dx;hWIg;X+58?T{N#s-jxXvzy;o$(D<(DwM^T|>0! zhp!{oEOd5L&^u;%!wm~^{HBxh8uXsD+va8RU>S1DU!1#6xD(teTydcvEZijryG|_ zlho(>N=G7duKO;z_9VSMzXTUt6;xZNtjp|?DmN32CL<^nw4!c>Mg)Mor2DE zXKWSX)K=ecR%@?Evgo$(GL}VWVx#W7tYD!tViHL$ zec{$s+Ro2koJi5Tc|M%{fABe)d2J%BNe2rFYx13^Oing)F-DbRFhQ97^;EQ+IY)%P z2cmnETQ4IrDIQrOpma^#LCVgy_G##F@j$*EdRA*i!F004Uy>m1{kM3gUI zyUzD}2FJLAy@aEA43c@z)q;o;YR}(`%|7I{)#xOTB-kiXNUY{9qKW*g?SWP8nCh3S z$11*h`ErT-`YFfDJ#nt@+SVZ+~VSiSuz)ZFscBw49!RIM>y+)G;bHsO#81_IH zZz22+LsS=G`&(oA?ja41(%$TVC4W0DM_5l2B|!!K1}qcch&t=Kv`dM7`cS$L6-n*Q zrj2}oenEIDu}%mn+=P0t089Rd>qZOw@N6RPAD-=lakC>X81!~MCH@qcHS;K90F_$> z^@R1orh4t2cIf)jrRP6WgKPRs&K?g2Yf5{oMu;tvxKoYB+d2}TnF*6jxxj8d+&o$L zIE-KJ?-ac4ZMblcx-PY0i}>}KD(&Lsoo4PfZQssrM#)u&)I2Qzu)`MZ8?TBOUIL$o zG~E<_4pY@bxhO8Qp{0)8tDyzB_k_!lnAcc-)iWG0Q$=Ymmkkk!}dlrtQA2K>Aoy?5> z#s1G(O3uf%?Gxl47*iCYA-DhE0O2nJ;in35=`=y?BA2`2yw0dCU-PAH=$PBCl8Qbm zl9o;tS3OtjU=jOJTiz+C1ZJVCLKnWrSSaR(`Yu~_R@TKAI2z2fxdy6^Bk+}5!hMe+vnUU<#%{%*CP#f zgN*J~y=0jXpRwu1?81HcvC-~DwjQ4$;`3;aBL!L)>7A!(H-DFoi~%J0<*uHngd~V zygKLlDpaQ$MH|KWawIpJbvretaBe7XOx1?IlbFVgm^P$n5$G>-{jBxGR4RFs3G%?CV%2=&7!-(&$_n`D19) zfQYZu5`JTzq*`Cg1l6SLe09@Y<_P!r(cJiyKSHP{t<}dS_RQKyh-2~Y%Y`hI0S9DS z+)gb8zM8GmO(#DljxJ?TZ5^^$&HU3zjW58|g|&5UFzlRh)_po6@;!EyK+SjHP1k>8 zHQF-m`o2j(zXee5`Fgi*&S>*Vt)Rxf@Ze#ZkF3Z*lOi?U?d#9O492ou6a82A0=XYx z9tMYBwy9<k(L1|FBRfOo8xUbmwd|^{I{*}|C)*7Hyl7^~p ziY-A2Y&Ni4U~OZf^&nYn6OG)(8l0zw4E4E)V+KVzE-C+3-ZFhw5)Ykac;wa4q~}Bv)RmR zRgP1Jqyn!A_Gvo5X+%)7TW$NXj)gCE@~7SHKLjFg<>1XuE`)1lqWQeDA6IFA1N#3t zT@kmNXjtwl&1T@&naDIS7ryuM?mXZ-?aZ8$K)30SLY|LqipEgERqu)m43zGv8T)Zo`>% zHe0BOVp0LN_{cPZt^XJR^R;RX4i@k`!=$RN>Q~d`taO7b&WB0}`(m_8?MuMFsf#Cm z_CAQZR8$cdrhaSZYh=-Am=yD6t|`-gC-2yOD|pV5Pnhvwmy%CVcF!KAz!d?Fx zVX*;!ojXf+(HqNxK@Lwn4SIKxGIKIjS@Ds(aov}SMgckkm7woIE8Ttr* z9Wu;g7)e<*jJ7Yvc)L|2Zv=UR@a`%(O9GNUcP$uwE5H+ z^DwU536|RWfD*-Cartaj@>v1-B4wFyak%_1Md}EW2m?-ZO%gS7iWOwP^sb8*6v`5I z5lAPFVUoWxP?1{|sY%d$4P-1=F38%U{38a`NTlgzDz;7_S1gd7maBx+&L~kDxSpnx zs?aEGQG6GiHIzOijgSXaD~Hc0m-n%1&-L0Hm$S;&DBBbjFdNqc&}J7HitxOo)gyaj z_C5;rI^7rrh?M`tSt@CKz6wb+&X@Yl`}Idokfy3G4>@e}5`~QttBS(2kIOH=e~a=k z*AlkbZc~`T)Avy4S_~>{WhtLGWxld4ZVXQ}QrsnoB}nCq9W0S}Rcl?FMj5hv;WT2T zZcqE{0aw-5H#@ju?&?84*$*o`_Nlz1z(?D4Xob?ll_l(KZ{`*pGbODzTzr$V!H z5Cnvf+`VB>Tn{?^z!!54Ww%(8}Y^P#YDXP=y^o1 zR>OOoO@F|v#6GB5Mu0-0D*}&g)`aRIk=q0>rm>#U4F~q!CgO!(#Q$KUMpEy}6^N z6TpsAbpJ4Ir1E^fHJr1LO;G&so#M9rO(>!p@o!;1;QhFDT=>X*{O?*#8$>JX8X;SH*xf=d~-R9^Cp1gR$~wb|L!8JbC7Qfwdq_63=SKT z_ovgnFsP0*A4@1|yUN7Yuh9O|Ur+kC(*iZ?6I498W09K81+dM4Om&aeMsrvECt?SC zs?1qX&`eY!TinfvFN03{=gY8ntCzCva$U1s&&GFKaGCRJZ=iRKa7f_dmSrtb=SB+m z%Vye6GSUvWBz$4{m9EDAQM$fKT%da9IVTXm3)6N@FJsf%8z#O>?4`|roiTo+t+A}5 zm6~^B;&QD3)bj2yn!w1Cm=w&h!R&euHwWuq25{aY)%s`zT@zfDKS?hNd=y%a*AM5> zmVBi7zjk`6ueKkZ0!0G&_JLbYMx4DnjHv^(1!`hujcO8-w9L_o%5bO$q6G5tiGeB@ zd_>{I2XO77vTD{p^mrODst&2u(a0f3k6~`&tqVFVxyU7v%Q@*0b|~rRQQ3fG=wTID z=zZ|z(K&RN$a9U!1ACbHVl?G~-CN2e--LUy1@cAvUNA4FSOO8VLoTU<-8?|(9Slzm zWcV-{C{EPId~e}UV=zQP?h=vqc&(g9N-Zix^l~ihKPj3zZS@sG7J;_kBM1VEc`(-N z39zEiV#0->*MmR6Lwe7NbmL| zjFDhaNuADc%p7XX3>RXRRe)uhYTnyhy%lH?W@TyLw(k(0p)B}<*!mtPusk$^BA~$b z6}~^Y7A%vpYyS4=M*5CT7*un)}Y@I>4i$% zzMrTOxSNNk$pp?lH)y*&Uo3N#^GmuTZ6A9lWflY(nk`z^BZ0q&|$TPg^ z;2r!MtF>*Bz{j*&ra8aDfLR?AL6=(vUU)1&3U0sSj!yL|t;5hKjHUx;o>t+J1>aeY zFJB9#?oNR{(d`UoPl;PZft<-xx~(qt4(tz3O>-7{&$^;{PL(it%_J_|CI>24Q=`fr3Xw=YDmz|R z&;58E4?)yA@$oZy+TCr_1Vw0_Vcbkwy4?!N2Se&2i*FF(qAZX9ure_Yp=S>^yY*g% zB_qE%j8OhFvWGyY#FN9MLP2j8!kud|u1%-fT)-Y`u?g#QVHZ)M#b{|Hccs!FSK3Gw zcZ*5Cp-)h*LZH{dgnm%gqifRs&hk})K@ISP$Iu6#pF#V1U5!GFQ?wXi1p_6Drru=k z@b`^547o5jC{{tWoqSPg(+7`JXSad}Hy;=w_aDb$gq+{IplY%h$Nw2e#uLRPP3cOV5u!MP%~5z9~IlOIQ`NQW3JiFMp{7uETv zRv{7;WCX;Le{`c$;ne~2H9A2;8?D-A=;;cd&nx6BB%a0CzLFVfPL`}Q|2fsksITnR z@GF?0d)8!N_iG9+GH#>n%}dTMpghp7D9KXnCDKh`auR5hD!`CQ1`Lkn3tl$2>d_ua za9Lxc2B}G}PV2P6e`SG6sXMgfXeY4aPs^LQkZ9zSGJs5ZBK^XpwzMd5YpnlqtfH}0)Xq;NsZ&+LQT( zcAA1%p5>dpzxjuCS$#z8;<+>+)t@E%SV4l+;GP>cA*#}?G9#vgqv#VYap5Pq;T&`P zbr^s)srnvjY*ZJZhm2r0D5^Yo~21yd!>%{;dAF^mz@Q0^sb@Ls55 z4pK&<=S6M%eK+$){)Y$P6@+dRLM|O%z^K%9P)-_{xD|MKlB!|TxE;cJ5}kU3=tGn3 zz|f{OHKkG}DsbU_KUqd$M-sTmql5irj~uAMh>$wc9`6xX7L@QcMQ4uwTe-50dLpwk zzE|Y6AsM}3BjCo3Ts^*ALp{HpLJ^}R29FlqYW}yUEG?jFRG@6TX8!uPOc^=yQ{?a; zJk1nJ4F+|Y_QDk5Dc%^DXf^v?ZCD>_@4RzfkfDBk{8uSjoFr}gh^`O!aU(8wI4Y>c zEQXXOpQQ-L^o2cBs(jig_JAPqOQ1EHTZjKI&SW8KGZlb7_+~|oC<=cbKj~`(vMY9k zi4KM_tvnV}1UmVkf)`yAC#>IBfx`^Lxzh$B`cEVK%PLEP9^BPRa+%iCF>p9~u0#a- zm?WWh2NE-;@-ecsDPbXSHj?v1gBXZOmYkONp;ZB9DTu`yp<@f3WQy(3%4k&@@l60f zlIEy<^Vk7Pk4WoOWMb+a8nGZDG1FW3f{p6z5L0i|13B67lzJe}IK;w$#0(%p#W`ez z!csD8lE>1|CM%O>dkqlj(g6S~Zlm>k-1oMn1#>V#TRh=qJzG#8d6E)~2=hXS2vhdQ zp`i`M#Ub~^#SLx`4N>tb-Sv63V@@{o@=i_2EnU7K6OCXe3@}VUjWDFLLD)&_aZqQl z1;!v)$m^MG<72LC;lg3A#|}K=EcSxE)HQ;{p29xOPPTGyy%eyZCX-bmU`suPi~o)> zTVRI5mj!6lTcsy(QZS80ZY9c88_;TweQ{4pEsW}6=Z+OyA<%-pyKo|(-Hs=(D^ru1 z*P;n6RCbyVE^?05C`k)8l8lGK2PlCeuw>07xI?TH)M`UfEZESzkP9_yk}E>WxMin# zSW+sR5`L2m%I+3GqwZKyqWx^RYryz66esCPB!W|Z%C<7NEi)j2~&M#(h^|E>YEW$1w zZ=LN&#I~$w6zS{DHf_ekEcH}J56ltVcgqPh^KKt~0f}s#Z0XM3$6hI|(yeS?MU`2t ztbD&EJnu;B1vSDcoNIbQOm=UsTV&EuagWDXe=W@4tw&0F$C_|CLe{#&cN|9BmKnpF*$p5>^my(}O>qZgxzP_{Q# ziFbm`#`Y>yR@{iSDj9*_iov1@4aZlFp>V%P!E@1iW5IRBc1e<1Yy#!@2TXchgBS7oTr|4GIIEO z=a(Co1M32g`AKWl%W=3~Tc%K=G3Tj%n{#>1p^T2Om_0zwSyw3%MwSMawTqZ} zrr_vTqN+wcJ?OHF|oB?cS`?8RTXUk zqT^(Xf9*Y&cjG=pDDm1!bYD$NlSE5aOa1@uv~o+cNwx65*&)FkvfH9NF_XIk&kviF zBIn*PtD-0UoUxgjWt?Gf!wUQc&{uWSly@T(i&=DKZyS17P`S#Ik*HRF5@BHeT+%*G zhGI%9MK$2op8Am~v?hrM%mI+G!0im{-Ofht!h2zRiGhL}w-)wFtpqG{?W+u#J4f3R zUv+@JDYBfhegpC?TgXG8{7y-l;K*4AYodbBe7g6@`-ihpauvepQJu-4Px|RwymFRF z5#epSP%dLjX}(S#c+@m9C0^IYfs~)jpBrKaLT`))6?%di9`=`oBhAH!6~X*$6o^?}Xt`N4VgHYMKhKhk zbxaMs7Cqf!G+a^rSFO=`0Y0w}_p;Nee4WidhL5uw%f}WQC789R+~kS_6E}T;llM`7gO)YhQuqB`JZrL z2$u;u_Z7{_@Sy>9V?0&;sr-qZv&F~6{N9R@)snP@LpRlLzujiK^;R&*g~ZM`+9cA? zc0WSTXLe*o!_bL^Q#`Bz&6Dlgf(wCLw-~+EutEDZzo$Ol4aSs@F1v&d9_-EahbQ8FNwy#)lx*mNEkT z45<_Z!{Pr86O9l3wBD8xaA8P&OE8=cu~d=aXU$3Z7fdQ6fX$GKMlc)*v6Pa5(&gyk zk8?t-{|z$}497w&Kgd9ta`XttIe%Iw$_OYjr2Y$*W6T+cSPL*vMnL|bp|*?w2SX|e z!Eh+VQdS1akfTR1UIwxLH!MgnoC>j2mVvV5=n;*V{j{Eu5wK%O{WmNv1EtTI#~-(c zSPRJrP%)(95DW)HEWz^N*Uu(J)@IV>H3gr(y4T@N@alx8=-ai1CN%O+~eDvl)>=hPj=ZYw&<_n(=|S; zohqxQJbk|vicP?h9~kx%O*r6F zfmX6M)OU9WOj*ZRP3rgW!#1&bB5oZqDgu%u$mDp9(POy$ggHl_*^aWBmuuRJNx;Bd z9{*-fciJP4-mlBF+m~pSa63^L_)BahquE9Ti%}OB6|o0rW1zfeHQ&X^$%jU#9poXy8Tzo(!G1#dzuE4zK_H8zHz&@Ed z^-_@;);YP_qE-C1-1#nF{buQG879T7D1SbUI=#KqHl`j0On2~?e1nyx-2&||vlSd% z)n4E4vFm=>05fBUL8I!-w~b=6N?SX|xi&EINNZa}vZ*zJ*eR{7UrIjt$`gp3`ewgQGeo=^)#rc@~R6XQpOihX!!?sA*V<8iaM=6vY z;=`)oK5Eu~6e+!=&N4rT-!G?%?`A-{KGPN(al^3R!>K;2O6rCqYOEVx^ot;eTY3jX zU`w|jxCm*>hh(~T*%Ud_4{OL5d3|*H;_y_k9Z?HQKjgH;(A4S=q*O0PL=8OAvES#` z03icUPhy|uO^Db>tw4f(T^FYcimv{sj_I5x!txNxglQ3vZNZV{eaNW;l@0N_B&s@| zZ`|+;+9}E|CeXb2l*W*2m$`gDK#!%H7Q!aaoYt%oiiaOn9)mb_{G>!GsEi?~QM2d% z1wbg6n~}_+Rw^U0#$YM1@7FbSRRk}x*3Q(6NX`$lomQe*QL+%ImIP@$%TY2}k^O8U zcS|9bmdUFDvfqP?{%ghe#|jo8p@@SDWs`UEbQ|SNG6wm<_*l99|c{@BowS$71oX z#ht!ibB6bS@&IMIQD%UADh>{XZD^ZkyFz z2ng|H*q$x8j;pjula-Kc{#vjtIPtlQ(ISHQkprhcKL_wBVK{HO=nnGoYmHa7oRUD= zf`@9&>B~)GZ`&ULa>cKg3a&(U435bGE>cUH;g5ok$)4L`( z`Zf%8?FqI2IfiIK*Z5tW1y8$p@FBoupGa~YdM6x>marhd}r zc)!b0dB36blE97KND~pEgBYHpDB>UAv!crBq35&A?Ge;~vVp?#pTp;#Q#KpK3|Rj2 z6BGs#HL27NnR!Tkxl833jch~0n6FgDJKLt;aDKO&3JQc|0PF}OMwUXt;B)JnFQVpW_w7+0g<+w7bq7T`$q0K+OcVs0vT5MU3SH@U^QdN4=a8xiM3Z9lM z9toW-4Q|tGw)Pu$SU8mhj*gTXjXNvCLhwXjOdVymc1R+N&+o;r705-Ps~@dyuxrRm z#eSPaljxF1f4!qukacHq7BQ*QXtUk1+@W85ysN(#6BLVUIG5jN&$8zuavH5MDtV|L z2PjF-TRw#_r5Ncv`&@2WDP1DGjICa}pkAywEt8o8trhlOSOZMo)fhclRN;6u(uUF8j!5*^{x)ntJW&rH!hNMwIN_`;Lfc%@qIScv zPK}_)mz{4b0ZFt`9%F2@(r2Sok1LJghbm{&zqtdl*tG*^xnfy6OlquD9ZMv0q-*RY z?cOKri2eE2YNz^Tpd(EHD!HRErI6^8`bwf{Iqqb<4Nb9KqNn_1eeYOdjES>)DNZc! zMN7s*lht%a?vI8u=s*SMpK?UU>uk3@WOlvE3j0)EJk5gQ5e1EmmnHh;rxcotl$srO zWX9du`|qX`=yiI*C4(_Ouqk6?t!aIJ%Tq*J#&oKSiNv;-FwjRt3%A)Dx+lP{j|-xz z+@qIkJffV>Z=IXn8g{w0A^M^tWJlENMd@BATc?|H3Vj|>K=6L5+0Zf)kx$yNAKR{l@0 z`7GPW{uC2UEQ#t}hwh?*H9W5xI@qE zR3O$J<16F@*@~*NVN&ENPBZ)@%#2{t#pjZG*$nUU3+J{P3fVpG{n5~RBpcAyczu;W zJm8{$5;V@?o;mIpWbmeWhx8`Q2j&kwM0U(RG?q;=iOg1=M^Dc(Y+pUG`W`ZVSw~9) zUs?*Qp#6B;jJoXT-w^gpL7xKDyb2*HM&Pl1ny3Br*K~P*UD2@eKaLZ$(SDD5FkXse z1CXhV1tqcVPB)enE(r& zNAeH;QzZ^pF*O~8?j!{~?W(AO1v)2cMow5|nzR+}8^l5x1fMWaq3tZ{VP@|46kNubR1tM3UT%j@B=z#S&c_&F8DQ(B>XsVvWT z^iUd`#wZUo_qlZ)BtQk6STI5&-TZ6B!bNd)qh&u#5hAG32U2CokXP_~lp!Kff+O@aSF*|Fo^(&i37{*H6z%LaQ(=wjZKCWNAFO<&zPgGDG3PjkqS&p1l*Jp9&1HC#^|WI9Pbxrv+`3XR=|M28)?&&)O35tZ~t(36Gf>ToaBbct9+45z9ivW5K3 zy7sGyn<)uYQ*1icBJ-n-zE8z<>l9(!~xp1a}ZZwB0A+hC$HEZt^y#r6)%MR#bv1{LJI^4AfPK_Bx|y&fj0j@nU8e{54-AI2l-|6-qNHQwBK@3 zj`_7JodIt%=Z6gpg((A1Xm7BCd7-F%UTI0pun`}dN58qVv!!C@Q<;722bu#Q6W%bF zn61|e@pY9$-FCQguGHC~fkfhHC~L|Dvx92K{Pd5ekcC~cmR<>=zk!&^A?lg{SnolS za&>M!vr=az8Im@`WrnDr(RoSht$z>5M4kv$;o&zR#+lG@4Pqn?439u#`4z_@wQyfs z$35#9Scb#sV_i9n+*|4IflGsrF~O7GTsL3r0zIFi@7QsM@?%Iu3Z{f*Mu?Wc8pn-& z+V6(o@ojuzkLCJaKU-rWQ^cyDQ2QVL*YJXURv5T8X_820fDPDTTTg6waD>_(k(MagK zn+5f$yxj7Ld*KNbnD%|%^vux+Q75>2ypHb$m7GORe(*ibuvOFEpGnnuzmRn^Z)#^e%~DYzi) z&Tn)qKVg2wm0H)Yh^SOw10`S?WeV;d+rIlxH1cVt{r2Y*s3+|ldhW6VR#sb2>_ z3A*Xi9BC@Tsm8~_$sLO*^^d)dT$$z1LWs;7_zUi(-LNN z(ZJLx_u45qLMo9?Ih620t)X`Sn)}*FH5PrpT!I!xFHM_7MzL-(%?yoTqE4SjG&5hR z(wlp+C{It(oA+FJHvwO0jsm)=+SrLSRZWUSo}1WN-t>sIPB_#~d{-g&VAckBaO^bS&igfC;L2*uIyza2LSb zf;j6x{PLBIc0B^>bDA%e^yEu?``&{c)5c+HXT1XT^IKqS+Xegv9p{ku_VN{x%Myu! zSaW8E0703E`19G^nkkb`MbjcQX`D3Hl(GGd1g$TI-3W1_=Bu{%-!h~M9A$q<%%}=66fBs0z?gYzjIJ(_A3InqR=kD~xtjDYw z@td*_5)*c&e+x~QO?3x5eqP)-({aofqO*NtH={GFi@yx_P@fJX$Ct2FWdJG4oV)0c zr!cA>3j;IWds~_u%)8d`z#6su9a_%gN1UGcRNS+sl;M(3We>h(@TY2Tj6d=Yxvmj| zQc7W}tnt2pSlLk`-Z={Jz*E)#$f<=87b7a0{wCX$i+r;lX@vOG4A5=SmFvS)2ap9* z9@`?fDHJYS0oNZ!8xPL-pT@5h6Ed8E)U`h&MsO16qi79^o{KC75QT|rW*;q`P(ah{ z`L6Cmar2{GI|v#_IF0YNV5n^|j~z zclA!nnJeTShh*fns*0;wRrc>$f*JB!#{P;m72QYmPoQNwY+{-??c%`ZZs~#}@v8_# z98UkUTqaM(KY)L!e>3Wr? z!dr2nh1M=(uiTEYaq#ffE@cVERHZlRgdkqYtM*}QWgXh8Y)*F&h0%TAXiL%1=!Ldq z&$L8*!Y<|cl?R~MXbdrRstGEnMMyy>v&}De&y*rqpmz0xBg}9PN(ZMju_M8LGIQ-~ z#- z+DLNEBG|#=YGi_5c!pyoY5tFL?%h2H3@j#@1XUqT8?^tWN1Gt_$Py3;zF%ngDZq>v zAIa%{Fu>7IMr=|`ieM~FKdjI8(4!C^s@n21-zkCN*sV@(PG%yGyn~ju$Je*nBEF~1 z>rX%hNs+Vau#jh)SUfzF;*9Jn6mgoSS;R>_dF&{9)c6FhB0cQrG6~h+==VAC&RO3y z8k0%cU%owfO6Rj z0g06k&Mx+s)q7=Lr$VJ%TOAL;*rMstdNh+(Ux{?wau3`y>+f15Xc~-$I%p)<8Ynfd z;ohC@ir!;xPgQ#Myv|rgJRVXsuy!->e*Jlx%jhUZ!y%TBU?Cghu4rk!q^R9g6yoN` zhKJk{-Tc*3W?JvIQJ&pi(qrBF9C<7y@62Ra6fQFis^i};V$^)Ma0RZw9cEpG%y`@3TOOg`8)8NX7sevVh;WhfFbldKRDzKd%%z%wi# zZb&B;L;Py^z$+^J*;AlGs4r^$z0ON%))Xe~&cjxLS1Itq@QUT?tCMclP}jo~!h7uP zo!wMm-KUzBpfR^sSFg0Z1w-N9zY1O4(ou{iAD8Wd*8I{kM4eQZcB^FC=jSi4`pIa| z4bzmQVQ=hi7Oj0u6kk8t*6Uij0n>dA>zpA=h>N4aD2r^43eyUBQ@wPrG#}`1Jj(Gu zqVazc!>MWiq@6wvKgo=A(TtxO@IFwqbr_O*)C%k8ZsPZy$PS7kQx^yihV_2AS3OyK z(*hY zT|r1$M*BwPeXhg7Vzj_ZKA8ytuASs&pX#?twK@rFTirWvS^~$PW(*5JelDB6@ zL@IDEF~#>FGRm=3s^1r1hE2T)B5HdR<2jnsQBwe~Oe8hT{SWmFdEDvZh&ZRTee7*M zX5yz{kO4`Puq#E^_Nu-MH~Cm)P%pXnNN!{LVJYLD({ zb-!m`hqO9p13RPoN#K|V`}<`v1X@)%_-WY*!r)$Vkq}hXK>LDF(OvSu3Z8m|{rIqJ zV)5I*m2JUib_MlZ|9g4Ip~o<>4&!pAh0-+_%s~TZ-;<=8mC_+o&(k?-h=`GCyOy(v z`i~c^0*$5}$H!J7=v?A+~^2(rp|^ zyZA61$dHLurzIzUPD`yRR*Q-)K0%5B@UH<})&SUR0L3*xs&iC=b5xykRK(aT%pi5b z&>SXWnGdgnW7RO3e_?)nj~u_hm}I(0q*qvOKKEq4e6_ih+2vMZBbH<%lGM44@k&U5 zxBi`7-49!3<#1)@83W3+1%)DEeqNzCfwq+V>Xf|GVdd~)<_IT88+&dWUu;jIzhhGy zdsD_W9X(1#+wO_3xlf-s5)*q8V|xly$S0X1RG|U|A1GG_y5>Gk+-N8EXvg+62=Ue@ z3bfVbSJ&m8Iw*xZFhw|_J{wY{L?#Dv^`g8-|_7L zEd$lcqh-o@G2ZRosQY;5f9oh|thbm4MPh*R_DI2dX7A!%5)00vxadYajn5{f#_8Bj zk?uDaM(NxjgI_^guFiadrUT3AOwMwQ{<(^yYpbytr9yI>(rb-_3ZGg(DUVuI&KpqJHc zjFuSy6<*G*F)L<;41Wv5dAru}d0G-wQQB`>WfPo5`MCWVKdr6rb7#2{enakH9AWFs z>gTiHLuOE%jt-Zh-zw)??>;`vUQx`$=`Im*_b{B!j-QJMIhmzafkOvs*b(K;pF7~= zqfW_o!k6FfvXV9)POHlc7PZypy3LZQ*uW7M~iSa zq6JpEhE;de$}GjL(V64GQ0xkelO~^AsH?ZgG(Xo0j(Fng{wVW_Z!N-`-n!q>y5D?jp7Z!E?D2-s#NUf3i|xTz z6wA;}1J)|s_Ch97=gaO)@joW%P0YRVZ>d}?Je9Bl_9U4sJfJx&)5r%PzNQ)zwfL+K z9uLHG4i;y8>i9O?_)d#Zd9ll_1q-@KB|-PBryP8`kl;JY~E+>OV3H zB9(GQBk0)5wBSGl^jjDZJ_9jY2(`KQ00`Y>X*up9Fk;x+=EEp=nd@&)e>i891lzN!)lxkB1kw z_$S3@2KtqrRr?jkfKjT}-|vGa_R6JEf8Y5|tK61kbkye+p9o`h(O#3gxP1gw4b~T7 zKcL+or|;z#k>O0-q0MEE?XkMgOhoUMU53qK7V$^NcP!Yea>o(%T>uV`yU$2lEa|tV zE@oFm1=$4liRoOWH5@}c(H`(kz_gU(x`$}bDyAGl00?lIz0leg7%k~~lK-)lyyfZh zN!u*y#Av|A!AS5GEIw-1EQI}HEbwnf=}OjlP;EpmVZL@b#~pI?MaJ*~|0}mrC8%ak zy#)XpYj>}63nL=(JMl)KkhFe&G=N3_qX`@Ao{1i7J5@cxXK7!`1YJL^+cNfIH|y(N zQ^vUEhezfQ{+NB$?(gHV(}4+xbZAGC;)!)Noj*R1Q`@62Vi`4u;hY9u15|M*()*&_ zy8GK@-4 ze9H9sJLB41!Rx3$`fMqVeyfR9dcZ|BIDRMdRsX1jU(1alU~zQJJut2uW=aR{{Nj1X zhtqmXo%n1h?Ic(As~YEl_s2D>5U3*RS9NiAtX-e!-AsF~WuF;U%|mO76d0#)z8X~z z9vo1>{|a>D!p6i@&0{&YGt?cg2-;tyepc(pUV_{49AcAms6$ z@$L-;HGn#4kQf11nEMW*vwzc~?Wc!);ucLC7SMB}h|DOQCten0mjQ)ii zIO>;#9bJ(V?+cv1V7%PIHR&D6n>Q^0N$O740F_C)A`aiv$z0%z%Ydli$2RG)cOoDm z7_L;U048M%YG80DnIPk~^q7Lj>kG>_-VcY#5|lsXbY!RB2gw{jtJi2`LacI|JcLAz zgqYZ`eub&7(A3fHzteQl#Mb1{wA19&X&`XW8ThG&Y77dz95stHTmAXLu7watTk@hx z?`dxDVwQ}WkVosqTZi%+%`QPvQDU)K4oF1tP&ueF#g_|gfi&Q6@5JJsGGEZvn?RpT zq9hO{VXWS87e7>gmJy2_>;TiDxCv=HTEUuw25GD7|yt*$Y<+ z*`7PA)AjVan`KiJ%5>GOzYEHKlomylM)4cgyVu!cY)376gSjY2?{Dotv<9D?T zqBMz>xV50=kn!y|WG8ym+b=wG$(p2c*Lu%bwdx5FL~*M`)IO$9!w5v*V80t*1?tJmse?Hu>NfxdRS(Z>RE{ybFLln7*-3#uA6paE8k@>gAHuEh~c zSB2+OcWAEtAUCSbQ>rCtZW9|LLOrnCV`C(koME(VWU%~3pvsW+@?vrlf0U9Tvq5?Y zSGuK&D-RwfrSP2ZoCoYB+Z#0sy)em)xG>TCeqmz4V4M}0d>rmMNP2p8h44O>nF(t( z`U;N|#G&J{+iI5d9XL&q2$z`3@#MRtep$|57+GqDlH#*_R`` zf3O0O^Dt&IeM8NX&ii7npUWqP&4y2AgFD*Jkm8#L=NtLV0E>ays=l`8->N;1NDql7 z92(q_vRAhl4A_nppHH_RQBR}O$mzqx3Rz8GdEDS8D2cf5jbnLn=eHwRf*^S+C zdd9+he7N&a8X!IVTcA3m<(L6}w7>hQ;QK)OlS{Nc(YhUVA!?a#FU*!Rz($k^)Wvq^8zo*{^#`ys8Zr@sb00EU194yc}EGY<=IQ2KW$It>uOh9 zt)3U|hgHjygXI%4L+WLhzdjjFui91U_;sH#@JVW55J2}hI?*LHAhcRb7d~Lsl2O}6 zskQj6B4)diIHls(id2-w-;EJ2Mlzs7t}0bY4p)9&OiB;nC*?f;B7l@yF><#@kjuz# z#)sB-;ve=NTqj8H?#v!+RIC_|7Ai`vKHdh<)ZdT{b=|vcl-;{UNJd_p7}~hCS?x== zv^!_-)Lo@TeJ2vT^3)IKLACj>@+4nUIQ#O#8moxG*ZJLz2;1njHw!j~U6|1yIa(;a zrC&1Pgn6x}LY~dA@E^Uq61+gcvD?RM@UImMnb4{gdc|p&EUFS&^ zOQQZl?U>^8hs92ZJ)$5toj=_26{w!c^5o<%k~>_UeIF09PUXoyj~}(k^`>&Fb?w2U<7|VV zk*4bX?ChWMn1D7-u)03<$kY6681#s1(;#|kkf+;D%5?TCEP~aagSfqJ!KfCna$LRl zykn5Jn=2$x{y5t@Ag3jGHVuq1z`h9!--Im^9tYYjm?r!YW)%yaiCx*>`yRDAWPYRQ zc@VPnTcm#X^<5rISMQkH4(~%N1+~)*LqWr5CZCz~w{yN5K)IVr8_X5y7+>r zc3@;ahKc&9smsHQ*|hhg$K&?^&SxY^yw>T!E#D!!0tK_u@8R-@B=^_dn=AAm63E2 zPV|fi#atmeYd4VyE~XC(tdY~N>8cucx;m{QZ$<3U1TvXEv3nur@9j651|aQuyH_>E zR0_EG_IN=L;p5aA+=PAU4l#70N*mE&Nw((Xh?*$?X7}xVxv-yisRPx>J!77bt7oIN zMaJhLtR`)CyLeQAszG09@yIC*4>0tJL`1BuLwQzX>7+|a#`)*vYp;s|FggQ2bT zS!S__LmrkR*Vpg==i8Yy%bR zq*xZls#I6iy}D6zoaW4A?pbU@WLsS&503#vu=Ab z5;t(o*G16Y6JV$u=t;yz zk;CP!H&P*(jC9~RadNC|wzSqt+7&^Hrwu(QfSwm=;6dzc=qrqQ-sMkBRhTuX4K%Gy zL4E+OP{x&e7K@X7`Q%qDmQ;&o*eD!GHYT?hK1&s>B>6Ykzcis{hzu0Cr!d#`HnkL3 zEuoycQnM}(R!{LD{GcFkT6&hD42K~b5}zzTQ-lj;L9`K9Aa79i14AxqkvA?z{M460 ztO}xOvqdv;zVm|D{Iwl78T^U8_(%%qfC15d-5)qNtv$Kg8?%iFQB(G5+oGpAzP3&Z z0KpNlv*%(S%nY?xFZ-2K&5bRXPVK_DK$qpf)E<5bOJ}0(egnpKJu<}CrR|o#0$xUh z$lXa8yiPTePBASP3)^{KuJuaZP0#HmtM6YHlSOOsj(ui0H^{K{GvC`5HZNZPS*9Yx zdX#bZqk6x^8(3~VJDn9ONL5vF=j&qoe!S)u{=;>i((VA8!=0k2m8m`_=D~c*1mWG{ zCct-PKM+RTIDva7vM|jmd2&>HtPs9`#L*Hu<~Z}jA$-WD|DQ*4H2atkKDq8RI@7VAReSO}p!a1$ zc=P`jGj^xpn~sH7?Mdr^Xv>6f=QB|4RYUmxEl#c4Q`P}7lnLR_XQ0`Shwxc$ALGW6r<>{J3*>|q`O;S^j%q|b_BNDS$ zo`b}MJ$9bBEokrM*~s$ODCwi9u!qLiK^em(Sm3~}U8JaVvVtF8rP{jgg1#kykJ#jsdRe7#vI95JXibkfJGEXU z*Mo~xG#zFVR|J&|q5?h?7&R+zf!3q3IkKW@YXj%~a+d}1jO#{^o~oVcE+nfChpc_n zf(AsDSeAhO4;m28xz6Svqg|O8=FjV2lZTF4!J++3)@PA-%iZ0m?T4nrd!pUCQ_Xkt z_6V91eUqE4*s5D!-);hX*02vGt(JZlNsDQ6WB0E@vgfe1R!}o z2o5=BFqlkn9Zqi`ys(elDC2B?1fa}ckc=v@ad_Z&{kA&jrE<`eu#~py@*8OdMx|gZ zN4VSsu7b@qJMp?2ri;}oa_V7nU=1{kn0o2bQoNtZnOgYCEl!iiky;qQ;O}jd4ov=* znOm7Q@bV(cQH6Q6VBp(2{mizy-Pxd9H~7V1w!eA1{C=6IK6Xw_30g@dU;i2aIGK*R zEcwuNH8P;4`w7QyIHkF=ft41?y$VTH@tMZx|B2`M{8?kMUkQ)F-%p3BG{B<>XmRkV zC@D;QID5pbd+kc=11Ijlp+nTW6^&80^YiVBo%8MSX=lzio40nlPNiC->Z7p$E5PlqjP@=MbyIib}0Y)hGGaApGDJ<7MFmt`e=D(q6@Iw@mex)#F@sY{!WBbR^w(6P{hz^>-@RttuVPc`&QdHOk zZLc=Z$GNQFd9`ux5EQnL!mpd;8ft>gNkT?4j}WeJ9p7DngI+?a@#gR$GtqG4( z{{y8Q|JoIk4<#MK#@oN;f6~fCfZsDi<%)sdHNb!OiV3Rys!-hF)48Mtc5m-j`PT~s zuhJSvu^M2Uf)^$ziuzIIOS}dc8VI#LpD0K=C<{@2RU7(|*P}LlOB7#0E5d3@MxXB= zJf=SU>K`9No&!u@AX+DQ7cZ4&{Ri5{^8cF62kHq{01i!{CV%)eI;Ytl zOVWM5ja=%C(-t%OR~fiJj*cC_1KI1-uSB~n&$!Y&wn*q7pQOp5xOPU9xa1gA22jpAINO!kg$l4Z+ebnYoO3p zw(K~|J%O0;=dpmyo5&AqR$SE3rf#ARDtT6Qla8Y-oA$`N=Nv*<;|M^D=zYpEpXR4U zP>Ir6_qq{kGGNkN)&+xKWQn^G<&!QCQO&0wzf1RQ+O#36${xr`39@5veg|d*|9b2S zs2^QJE2*yN2tT-wlz-l1{2wd$XEibz36G^HWin8dxl46@V>2!q`h-`r^H=n--TS;+ z(Wr7TSE7Ft^Te&9ytZVE^CTtxZC@#!;sb|$qQC7^;pDe1?T7TIlHv2ermud4ojXfa z@Iw99Jir=9m6TQd9Z$+$UmRN+RMAq_ii{O!r@wGg5R_4jLy%`)Bi{e-B2`~LYwD$jB`s&Zz^VNo&D4AB{q`&>WHhQpIaP0*9ecCD`UV2aL*}X{iSqTBCO^RFHxQlWE z_iAv=3gvD-WQ>~zHZ#zkxD1RSlCg$je_k3c%jxv@9k_l~2he?}DamyLH+`MbGPM{* zM&wcmqVgOEgBNRI_GT?{mEe9rVexO2&gr1nUvmcNc*$fRGOIZ)7{YDg>E?x!Evjlz6gMN#DLaZEhT%lo)?)^j>CK&{(+%|w*Rqu|cVs`1(`+l~& z)7w%mYo<<5{Jlt z*TR-zvx&^@`L4is$LG1);L=Q@q}u<|d4lg%IYw0Q*`u6`;*hPQFAbaE(_el4$8P^^ z!bd=6s5Z7v`Vog{-oA}zJjTUc`{FD}xk7%u3{LfEc$pnp|4TW8S%6OFq`)Knw${$k&>L?37q_@ji5-y8W&psxw z?0b8z?QLCe{Mq4_+hChox^e42VZ%G;Z+cfWHyzjO3sU{FM6@q%wfGFmcIH65^DGyw zbq^vMM*$m(e7SbT=;D}YNjfWLsAelW82+3YzhOFTtOi*>tw@Mv@c6QnF8p(&pugca zprK#)OhcII@I>-s`-t<`T|bozuhp|D0ZI(oONF`}>g%E61)FvH4cqiBqV&?TE}rMK z-Y9)!3&Ie-52*H`*AJrV>I$_F@7oV(gitBlnsYj5$y><{YN+j8k-NNx;Ec||JSSa* zR3A-ysrK9EQMHuC_}6?@Q9im}cFv(l+JC&fg3IHBo!psATQoM;GmUZ5(;JN%4Ffv#)ZMv?gYJ$7a?_B2aRDcfFTb z0Ny3UZyf^_9SBBlWYY17wJ9!#M|mOYg{zoMh7*9YTj z@&Jc(Jpey1I*es4k5sbg51>P}%Heu!awFRP19){kpUy!%L*eh;%N^=B)l41Bho6ee zq+uKp#`OPHJAJ{qN2|fl(QSb?%V@`{jvVk)h}R>O*=K>fy70il#hs|?*1RLY= z{n|};K^YC`u_#fB%)Q+|8{Vr44IYH5$52>v5@gg!1)+$*Y#-_atQdf~J=^?_Kzzn#bA7wz#fa=Zt zas0+ASbx`-34$Yhzn9H(j?)$ye66$B`EF_nq##-|dOX=I`|Ls)<(XbJu!p|@v)u@a z1u(i;p*UA%cmW73%4b9@0ULY^P5yPV$)V|8zl9P>M*up3QC%OVoqb@zd`GTAFkd!! zW^Cd=p{`sefAqVC`H+~wY=vZQ!{-F^#|_pi8A{iGEb<|wdA_fXg0xe&=@@dSkaxNr z-+S^{W#v9NUay`+wgZVNb{3HTFWv>4qOWUoGX_Q;hJm28Ed-f~zu(9yN*8 zj=j~S?C>e$R^w3nKF$Wd>k-}lC`mTA%`ezt*SC&Yk@UmM(mMI~d|f$9ZBf}G(ZJ0a zOYOqWL6ra3fdr7;iYpAZ-FdqBr<^Xx#7~dZ;su(PClGuvO!P57rBbK_DCPq1<(Z2X{RfAr4@&Sw73a+S%vhGY?>BGlrzb|7i3AVqs9ypI7)jr}DmsRfPrelGqna>gP zK)_ z`^NV6`N?b4s=gH1#j!`2%{}kRf8X z*nJxcrWg8sGmMVqbyX?1)9ofG$9v+_@5z0qt5QuF;CQdod82|Tbw=G?8 zcmMUNz~17!8Y-2;<+NVg5p4=RDnGLK4iGHe(|U~kx)j2heaCk=e%qo?SrRniXrR~S zCH^mO+q-*JwEsuU8c>|q6()#jC!3<`ARAuYZ zV`{HA)pI;0((ZMrQn5=qu>SSf8YrHpSWFW9FTN$$tpGzSY&ZGH{auE65~urMDSL+ z!I+J!Ax*{V(lM6%R%^~XkE}M=dm*;=V8)r^Sp5#^ZWRhS29j-q^=pGJ1f%OAG*}TDguiVdzVJG7^gPe*X-}c z#a0Nv$9MsV8%;>M%tIftvrpcqSU0(FGcjHd)?;lyFTtsg?>Hq%d`P^O&tJ~^X^DtE zwkoW=8f-GIH^bmsEnWu^oXFpKhvTRQ^K#k5;)XOpG8P{QQ%n7qj9hO~a_f$mV}|kq znF{U}KDEmYDl??hU3kW)PNzU=T@bs9*$Vq#{orV|pqo+ismQMgx#H*g zBkPXvv>tko`e9PyyxmWZFj;!>osN}5!>BjkbKj%j@Y$vxUO8dl)Ejt}oP3(gR>Hz= zpKkL9_RmWO8XDHHGXFN7wbQsaSn(mxqpTUMFs@1 zZkW^Kw5<;1QZy^>9XIi)9*1k~gO9Ec`(4+&urZ<8p)C6%VHeXspG}k8z6ch{UOeMW zy``&w2OJ22N0qpNUa|FtOLB1WC$K0;afKkS29Z4h*{M=%3%L zEs;m@ix(Z^5^Bx5Bht@|G(=O{8cGQzett#EtVU;8F7oNZr!L_opIt5qgRf|H5$H&S zUn5H#TSkzsWG2_v?$H83BC<5hAsfNy(dO|BLH!{g zXDmfkBLknP91SA%kOQsE>SB4ALN<(EUj2HonS^yTV9Eyzv|Sk^ZLfe?9oNCKf`*L! z$CgRIpJA5G>v*0|>>AEQJj;n5!`c2cmu9XX^oZi9L|V5p1V89%d}^$0^=-s^Hyc;9vhcf5f_ zLrQyhH!NZ@f5*O;y8y+Zr45J^q~9#aNebDxB<&mMDm^07dgVNLsMM(Vn?4)DT5Qmk z>L@^ZE1w52T0|#g5%iPQrW6(&es1(y>XD4XK&FI+*Je0iz~seAQ5c)&DhXX4c>n0U z<^%34%S7~TB+F_`!Du9j1dccV2{o~pK8e+(f@@fp&Xc9AmDmXJ%w8fm2>it*lkGb` zib&Ix8>HX!7&u834_UV}pl@`n;UJO)x zmPmNao28QeO9IvYNrIfMt?$A3_2+|zRT&(e{6h{?)n{@t(2a`geL5Te#Ehyjo)kLq zXrwwfKZBqvuo9~Mg}|Wt-H9%;0mo<*Ll(wskaG7Vv)rdWk<9ycHIb~(spl}K+mv+t z%8cU~CwjgEQ~*I!#_5m4pxUG9=%(OclppuZt;-v~4)+zF%+42GuO`L0&z%P?Cl*oc z_EgrMuLeCbjIWY;?N*Lx$L;p9b&bA}>;?=MCcv8*#v4=0|Gakr&_Aoi> zOvhT*I+fuL;kR|Ba2KzN%80UwifI~{vu)50KC@Na?6PVca)PH;GHRdR+RcAwU%*|t zQe*9Deavj#8RrBVX$c(3)LV?oK8?AaUT8UPAO$mAN(Si;81<99&sr94^RBG_X~CZ{ zchWU}xiOmB@i@MG{bnD!Vppg_hVQ!ON0_sBsS76u!T^<&bz#~Z$8;+kCtR(4x&EQq zrilhWAy_++?Yj11J49Em70J_g9NWgvk&da@ND~BFX23gd^|q&iInbn`Y-Wkujh^<2*5Lnm*BNAQ%BN^F945+S5!gJ^gT-nc3 z6Sp$CjX4~pp&6}-%w3+w0F!AQ+fvjW@xZ>H{Z2?+@@CqWw$t??6G!QO@rewd4Mq;M z-Q_Zyj?r7Pi+xM9`IqqKu3(EMtC+Ea(m{4T9J+>vGB~0|a;N*D zrMG%s^iloZohm0C@?7J>9G1;b!2Uq14jHp~ywHqcndwc))VD0m;~x8h5HIqYnVYZ& zdSxZ_vgP?uww>9+{=Lt3Q6K;o+Bx^0A6UEFGX;oM$j8L}CVI(6Q=ND=B!$_jVs)H* zBx?tj+jh7)a1YG$)X%Vj19+DY=>D*2cQbBK8Fx%2oRF6Fh!$-s^HDlkH|aJ%=_v`|7B+?5KJzk18Be*4TT8i&p#DNLVDqh0yv@9wkHqELu^?F`%dBGCY`X33jn?&r z<_8!4rJE%u^C93U1M*_Pq%Py{K5#kK$&z>CVx8&w&(mDG)IB0MC}Wh)0IxTbpQi&{ z>|%{&L)e`xdg@r|M6@8U%^sCfZK!uP*`EKyscm&vWOdg__58xkeCStmhd!^Sc0c6Z$bitgstwu?< zVd>v&*hxR=;saBY6(@;8T>Y8?42*Me(93?WO!>s@L|GxpxmZ**aAf5AtDPZ@xvm$cqPH^9Y8J^`h+|UwAnPCXU2&e0HrNNguhw-bD*BSl@K`^F|@A zj#VDhH`mWdEBWJRR5|KZRC_zSjGs|@Itab0ljgM{W$Xcd_XPQ=CFwary%l1gJu7T@ zpnu$d%AaeLl*RBoL~ zQ{Z9SxO8o0RLz8D#x(lkCV!}4Ss?kfA5O$VmRpeCIZoiQ1?VOBh&F)`dk|LH!-t27 zq1wG|v8uAiY9Xwu4Kh?(m@6*l3ZaQT77nU4@N4aayGSnJj)a|EA1Y9p^Z^@BT? z#!^aZI3zRy36mLtH16t?jW73vmfE-5Lc8VC-75lsCY?4IYb<*r67^U%Z`p(*yjrX5 z!)pI$Q_-IOc^QdTiq(Eq^#GC3=*--wTQ@RanTJyn{@aKvkC-{e5MZko_+=O0PE)H+T5pc3^Hq(2g3t? z_K2&N&W7V$jaX(U=2Jt)7K8k*to39k(hi=2wHM_2lcO&Qj)C>40;;I2#OcfS81G=8 zoJ5)u@4q}$VQ#+%aK^hg|7(Fgt!^>9|^Z-9?>Y7~U z{^;z%r0c}XRL4FSeixjWmPe!^u#atH-0if*EKhNI$ z(#I5pV7FQ_RKQz5P20KUh;2wdPCnRY(6~r67^j*b;v0NpGv9|gV6%_C2p*PIa4itr zu*rapa%+xZhWBGW7~BWO^-i;XI3$BH3to@3DOX3(g=c#~YTMZ*6{j}gK%sAuYFOb9 z=Q`eESsV4dYp1!`Gpen|DAA_(Gkqyq|L$`xycEO^% zI+c7dtst+LY<{{Cx8TRDWaryfjzLx-6=VDW@}0vz&!vm$H=`*e_%+WP%dhTY&u(I& z9-FsSUs#dQgg`Ow#=p_==rnTostv{Q?A@`~R?7wVkt!Bup32DNhx85`@B4A8O5`}o zr$%1k4?%UM4ExbY`pAMe@+6DcCuDA>7a<+6z>{AtniFu(mlvDK54oQ|dB3mlyy0^@ z*}3niD9o-H7(BS1AAzU-Vc@oRy{hBf+D_QG=GQU4g0?@6OUialityu)K;_=TMIQBx zi$}>}4T;yYr6rlrt-cxD)!*{Co6Q|Dxr*JaZP+Pr!wWV}CH9q!NgmZ_?f!w+CCPWC z<-~$JtKIZLU81&e_4U~2F?){gGgzmkX9-g5ib8BO=CKX+xb!buOj!Q3;rBS8ZxqnH zQL}Ax{WHvJb7kQ|b~-2Z+rPfEgf@PbvVUyKRJ!zNw5Ay($E!iF?D$tjJBgRqwG=eUvAFaF0==1mHnNF#$YrbYbp1JLG1Qc! z>Rn#!5~4QcKNot*GJ7WfY^(!oUJE{ko=3}Wc*Lqp7RF3S==y&BY`#hP@yPSNy`0b6 zMid1s(WgN7w)LJ)Z!fR?#yYIL*sg}mPY&tZGCLO=~dcU?CzOmg4StSXG zf_>2W^~H=Uoc<9c87?hIooTZ*zKQOY6PJmjor9u{6T-loq)6QJ4jCgB=kZFCvtTOf z-Oy%_$K)6a)^g^=wdsRPaCj!BlA5Wp>W((I4#sY1z=y@vn9IbS-%^|J=OO4Wk9u%~ zQo2)b@sV%joG z)zk0Otq`N~&c{O)5w$E$B#%1uYgc^`%Fd*d>H4F1V^D7wEylno?j3^RbK3HOq#_(UkoJ|C1)HE4N|xlvv7pICUVxry9v;81w48IR!NVe8 zo^sdvVd2EYQ)#TOJCC+i%&eBhErBi(7Jo`k_Cev)^XaQ+b8Rv^99t>AlVv>7NP{sB z*WpqD8Y}D9jmjE{%qURT!pzC0T`stbJn}Ooih)vRw@f&!&~u$$z>cJZ*Uo>J2i^`* zBhI1w8rS9iC;4sXM`L#Vr_^t8Iftv*m@1g<_NYJfCd=yC+u_!3SS~+*U$Wc6rdf82 z^E2_(fY4u;kW0J}t6o0!`H2P?hsiic{R*S@T!A6^D!sk%YN~h}JJ1{=qQeaOOU( zubj%~8?S$`E6B9h)-jCo+U}V z#bH(zX3o~zEI9G~2M!@si@0WSaf?9&$J6co#m_AZ4N`mxYvTpf>|^}PM9)!9Ho-Eg z0Mo%;0i2GTBO6UEbEiG?N>V%{!8hniMEOG8-D*rfT0Gr()sw?+dP9mXc9AabC283z zB&m|#l#36&(1&;cWtrxtV*2phx5RudvxPk7R7e6|PKXoj7s#vBJ#H-V*lK&w1^I-#w|PeO)6QlvU2uW|8f z%dTw(s``Cx#@m&GQz*&V8c{u=&fWaR%WN3kjtK>J<=F>h7aczu2klPWj5dOkp{Aa$6q(iMHbXt9`wtIhq}lU2eHXp za)zVVKC#YWcqee{<$c9N@9%jq0J9tP@mj2Xbq6yb=xjkE$+~l@LwMVD6iOaHf2SXC z>owi%|2vqv8}|;0GGLaORtv!!0|b=iZ}1-_3D>jf60&m1q(i>+&gjIp4x2OxafG(_w1qwrdDii7a=a2{S^UyYiakuz={Lj6)Cpwjf z*kX7=wH{8YUVlP5^f1bkBa@OyBan3!vF?lXxIumP=13iT$W z!F^Wd$ty&ZC9+rfnoxT8Gtwh;ZT8QC>R1Lp7cAoxX{OyabI?D)onzChHX9Bf<9_p@ zPqqPR_?Lv(eQ}h{3GKpD@mr+vS5MqJB>0hpJn%eY$Ei{k5Hg)!UlqB{Dc;Xezk-8?V=UI9{l^C zPF88T;orpaZv*Li%i-#nib}fEz(U6*Bv~LiXAKG6%xwXfZg5t zK4d@x|Gg+>bcouhME66Nd?Pg_T6RWMh}t*0%^C6#>j4^3Ai<`Lc1ZH)Jq0iC;*f>A z*n=PQh;g5)4_p}4TenhUycp=RaKo(y%s#Px?h-!mj!PsvIDQM!aw>9AWnNjA+#K#z zYCn-NHnQMWJ7yM3$3E7yAC{z-kditLg_Ib+bEC6LF-{NtG_8@cyJ74yk|J0c-||U; z(L4zu;H%|jH;NU<1<`^Op$BJVbw{TeaW)-}nv;zvKn154vp@z>$*?QI*afM}1ppX} z?ZcGi2&TW-RjjYN*K0*4>AA=ZbA4db;pvl4-w%CD`_u~_A4Y>l=M=Y|&mgAv4#lTt zagZ6QYNueUy{0pe8I{tIWqF*J?t?i}Q^Rq5{GI_PyWM}*nHr)EQeL1p+3naOC;aUJ zR2$W579#gllmYiS$3y7;_LpXqOD$4EtRWtE2Zaz*d%^s2#wR77L#Zk6Dy^)LBrQP zg@NgwhU;3+Eg9(o0eai+*SCRqmEyv)q1nEoefPm+JQOSEmyqFGzQ>K5p{*a3FwD*| zO+$W^5Bf-|Au=tQA~mRG+0}M-W5a#a%l>h}OD+^YAO$`H;|K6AJ3)d4cM{xva2PZM0>Rxa1ZU9T?!nz*a2TAybq1E4 zd-v|C-TJqytLy!`y1QDQ*Pag$j`8fDf_#+uLJwbNwND#IS>?k=77AU9F1?rq6X7E9LdER`D%%A5C&k0z}-Ab zu@c(ET5(X8>)iKsq+#R7`h(}biJ}pTZ+VxFBc5lEn#F%TE~yFKEz+?YeQ_<{|jm;!?N7tM)X{LiAw0O=gVxfrJ z=h07-nTe_GB~N)hj~dTwZQ>e1tByMABI9EWSCsMs zhj>AFuaQ~lIx+9eRo|UjEr+Qc0AZNPV*Ik*l=5BhBis$S&AbuvI3*BS zcjpLcw6WOj4< zJ}fFa!}`yG`# zIY^G2*9*Wv*0)u@798NvX|8ZxymP!dBR#6wH=|8dI>{++ayrQgZXbWMk{pDY=&ew_ z+aYiobsQz>6zI)R?-Iz*;EHn@c;<`WzV`ua&C`*tUi2_aj4VXn6v=af&2$p++YHP^$82_?^mvcxwaphFFlNlq-EXg6*9 zzx+v5BY+9+lfT~pd?U%8_j|JDN2ZgAr0~?1iKOJyK&QC>c1JnXnTbJLhjipt$^9$c{+?*5m zA(Z69Bn^D%3GxlCuvqsb(zmtAkXXsHTScx0OVnC~7VfrVPT(~JAJyvfIm}1=rnC9E#9%&7HlAHKZX8HTxk0nL#F+EB1$gsg zMfT0t+>Nf3<#+a-BQVz;LjUqhVxXHha2FO@roRJ8D7FMppw%n=(5l}}KH|h|Zp~gT z)EUTLEj#ci8#_<}H6O1q?SVo%k7n^pvRYqhrBO>~omRLIK(h8U+pYAG`h*s{_~>Bh zAF*kJjCxlCe~n)H(+f;Y2)LM({{b|;2xGmBqY3K$`s){p>R4~%+US=l3D!K=a}RL) zIebYkF3yPr-QnTGr_TLh6goBk8vJ6h#n5Shn!haKlrQA35M}bENG#$@IdlA7d?ApV zu3y!v`&k<4aJ9lneyWLc+SfFD$ z$o)PQGIV2yi(hS#QEW0#-R%6E2}bge>Nsayu>W~L{b+7cE3N5EqNQyg>z^D0)|+(fC^0z<)#F=X!) zYmDOK|U*tV_%82hrx8IpUyd6@LBkxAcd|BHmqwJk{xJAuQ_4KH7k30E}K1kyG35FNn;TGV`<)Q-)4& z+-+tS*wt5ZKiY}vQbs8DPIA9OAvpHVH2%YWv=Rqy2fOxD0iOn*kbeD5qm&iOCqz7RVY}~ky*EBK z2gHXk)LXpO;y5&rTM$?hIo$f{JY0RKBP|b7(~u56%RAx|vA+$*M&)IOHKXsQXUifc zp0E&eca9Q!w>kXJrRB~$X!sK^GS2+D#x6Tki+V>zrNz&5r#SU2OUlrVvi zDw8EQ+!$W4sMJ^x3t|$IX@$6nSqSTRR4k_Kh6gz8+zpe34~SJVjJGrn1E-3~CW5w` zcB>Wp#gfQ!eUbXbcJu_=ESx(SD;InK?T-DILShXFxhZ{z&0w4RPk*?6;woWuMSXHGlZbD!jg}4G+_# zTVvAbXJg3X=Yq;_*KbH8zrV*pA<(!$zyn3%M?DhQ)ZJfYjUF6!dAB1||6l}Y_+SjP zbl8E#%e!X_Es_zqB1BHA#&qW7dP{1fw(~0if68Cp1#X*{BuMyXoXJ-<8ghE^!*TDciZp-%9hhz#2*y;5*wW zv=Sbb_+97I0<-bv`WR!mV)kEUH z&(+xdKc?{8G~lteeFM&ceAb6$2D+BmzrrjQ;)fE>j@zg(~C<9Bik2?Yy%OQ$P3 z%2PK0dV>JB+7<>}j}gZrjsg=cjoGy$sOT?u(>FOEgSI1_4yb`}YeATdi|& z8tU^up9$p33dkM$eRlY)8iGpnv&m6tgo-Pn{*LME)4}jGG_lwud5#kj8kX3x^^S~^ zW^h3E5sj1(8UD|$IGUBso`HDpm)Ja`Dh=3MUd((g)WulRHQ%%^QX5ossV&nA`&fwp zMQCspwFdFQI=l`UVO_d}D?yiw<`Of9F_o=c%)#4Zc(X2rLDdrZ7)z)^Uu3U=|G~tc zYWo{KMPZzIV)*nD{NGSW2hHd z@GaPRq=U15*Ld)E;r5 zuY)}w4czOlBS~lOQ0U9wjnPF}G-it~E%DvvV>fu)$L$|?l(SYhtaw)e+L}{x{gY>f zu9CscnWUGC#p1?PU0K`Q)&-)6hUK-lSl;#ob@ zjm(8!@19zpleRfT)im`a9i*9ONfOqj*Ihu5ubA!q`?PPcYs=i^FPfiVPW%*BDE)at zOykVI_4^LGBbM1KQx5SyGhyyCeZl6u2-x%-1S)jKsHo`t)3^ z`h>>XoB{2zt%lx)!t@4oh8*tc_4f^@b3ADs{9{g2U8$`^-cArN(cSrTgRDZ3HCNG@ zQ}i)7$oeN7K8o(ML(MkgOCnP*jeYU=yFNMk5{1RL1i{n7`>k%!d3_+1AbFxs(AfT7c3SkCDobI?8#^bGi_(E5A>pcV% z_8&~x-y`}Uo7!lfQvex_QfF-8v+3_zb)&qR{Gr;|*#bLTw(o8EuAWi1zC@cN&4$Kg zcRXf~*(xVPfy}4Y+P+Z5P!VkpWN*Ym?=~vL^h|^{^H`$}q8fV{%;91@|7TZb& z{L?bgFAiIMOPtyfHwB&*XzCel-}B8-)lOtxB>>#MPPKkPAhn{W|9826%Q;0~(lw`c zf0Il5t0LO6b`3w|{}cq4B6v6+J0dnAWh}?j{TmI`#fr7tBAtk5=eSM6eJf4K8+|!z zonf;gcRr0>3;;g%vbGm!37Ns)Q=-gpvm&%X_) zI*W$637Nmy*VY0+u83PTHc+d8BNls@M_y?>Y;O97z>9qOKEVmVy{OfRX(P$c2Gz@D zZgYm&kU1CwZwsfS^uwuz`hM?#`;;Cu9liMI74W5zsJ^+&`PlmqK{F`e!EffzGY}`- zY;_?2ZrBY%zE5mbU*II1tZZmR?4jvoJJAb}xB=t)rL@=Hv?p-od%H0)bJ+q~FS@#f z(XM)APQ>bl&tYwjfKLu2%FkZbA`z1vrij_fh{`?wpf2OoB}6+k+_?T6qrT#GWntwU*I6Ls1&qoGRPQ-BYtZdlJh&ecI+XYiPObiqOj|-my7X-VdY!W0WBt!Q=D;q0 ztJ9{#FG-yu2}}cGg?8gE~VAv@w(}Ot3n&1Y5>)}M7D~{dXNhl z@-Ew|cSOLncbzq7(&g60)3GIo4Hr@j_vmj9kJE)L^%(gK3;n+D^A!+$LAq=63d@O{ zisn`l8&3b#I4#2!sBe+y$y9r4VSCFqfb*+BUy3>ZLR(L#j$9@= zoGWbCYwzwUJJ^)kk9MbeN)-%K|4$b4=yhp%N#lUhJ=eq2AgEq3>7gwF$Q~tWAZ?+L^ zofg{g8MuuviyB%T|MOOgO(+yCb*hr+yQnFfQmvF~iv*Z@&Dc#Zhkf7iBdu_GJ{>o7 zO9Sl>(>P<9XhT4yU}s7_zv`!KX?l%NM$}|kA_Xi}CW} zDd_GhVfWA|BwtVpEX4B~l9!EoYwp@nqJU~fHLbCM)}sF_DndeA9oEE-Qd@6gqs(1e z@Rx?h_=hPKQyyMgg=Fo9w#m1sw*~==4Ziu%7AI)<=Q@o?Ybf@-K`X=Ar0^fERa=hd zlNO;I2r7=*GKhqL)tBES^3L$ZHv=MM6n$m`iqYe|Up1=xs);xk8j$1AUZZWTyvn7> zCB7nU42khJbp}ctD-N`hG-CE6+?@RbA*(dk(5;nkkX5SdB-e-1Ngw!3y2+B;3{j;K(_ZclI#k3vB9|`4CPM5h&0`lm za0PabhsB^zx$VePtfdt2+p1iny3Sn}?^ZmYOffUqu{cY|OT+G&pzcRhG5{dk|8&%+ zax>-PzVKamr)azG4iO6``aSIo@V?ASw&>7RD~fP^nC!=jU*$wneNTMn z{}S388@t9vvjwP=Y<_z$p!Ph7*7j@BN{y0}e|h8^2mQ`+2FiQ&qa%M`fheXG{T+`Du8{2pR~rOwGX6)S+OGS+ow@R_WrJeP zDA|iI+?Qonxvb~uE9=kMrxF=qaND6+hI*2T9e}?+TO5m60l;htmb5rIT1{3dJkEHb zE4+&o1;)W@cD~{Ihe8I>&fcst$beC^o+T4{!V{%Rc;!M0--8M4o*4><8sV12qw6zp z3}h%!aYN+JI?l|D-sVi%@<0<4tt0`7qNrIIb^IJ3%w>=5x#??)BPKCAxiHAB(OE5C z4f1F5K37&LZcL1mJ`Glq`oo08{X^5*z)g@9l^89=5=kEl&?1xI~wPE@_#QO&=dTf4jaoUH~$c`K((a17NZkrN7Ke=QVkN{^@IW zr2dX$IcgDEf~193%S}U!=q%{C;LWu~?GpN!zl4*!vseT&vB6160}vWr2(OThw};w` zzP10kHPbgtTQMp)vWH}vDbg8$?GP|Ac7LU;e~#{sPt2#JjBYiE#Qysup&Qn6I7M z;6$WdTafTBWRmvO&VfE*kyC@M-Nc!UX>7_I>Kv8IHEXAzUDKJJ{q zM0FlEk?e-X-Rzne0K*jm{Dm^bbbtT8+zUacpT$?-MPxG3&=n3{dN3g3m9IP_5s&oVkLmI6DDYLf-%N^+$@mT2aV@{G<1H1N z8n$@wtl2iit*?Gia0y&~b}+`hV=toAD(2~hbui|NKRYrX{sLX0JB*e)V>a;860N2{ zbFlq$eGOv2#CD`#JLk`(m#50mFJBF_+*fVCmAsoqdOkKf{k)!>Niub-@G&m(LIGJu zK<_Akl;W+RZb-&6}7%TRovf%YTcD1J4riEroBXYlrVb+AIm>TrYnVmdRd=& zRLX}5>AdeHFOA#4(UNmQ2j?{eYN|mV7>o1UXT0c-jYJ4MDk+}E;69BB*}$2VbV5JK zX$ZVjfjoFw{q8E_vrOoABSp8 zHK@)u{@Uie*%2vF>*pkWs46)Mpx25^LtZ@C>IdZrgl8X>dcZ00LqPnP5_wJX?rU$S zq$?AzKDTeP(w-}%3)!@<(7x??)@0SED69!0TWc$;jHL6XYdyE%8fY%j%8xb8(RhP% zWCO9T_jo+cd^^vhQjrq3Tzp@lW&CKPt|5;dYpp)$Cx=4vX-@nV*>W}46u!qCF-GP$ zS*`~7u_kpBTe-6PePn-t2L5w~zyZ-3(2L+&!D!GM3@NMwyj$-6HV_|#?MT_{QKmN$SvCV|~F=RQ+X!5XrQ=28YHQ`VMJ!~Oz zkJ|%wzgKVM5grVP;(`mTHA$gPcl*ynmUCVT7;&$P4e2E1y5?Y@8Btst@CNu^LbZ!N z;aU>ETT3s|#2c2aj=H79DRh?7Vr%`_b@C!gH-fAsHJjdBz|$iD^t{chA!d*A_|IG^FgP+=jaPAZ zd7=t5j&J6Y?vv7#Pjm4ylX0ZOO{NyBfi;v}hw-^su5_XU%?5@&>HVOr8^6U=vIn=G z4Y9R=xYbxBhZDO4lbh0ml;*~6#&JJ($I?z8kPaGNzW=Vw4Cm^^kKm^S7zQXQ2sQo>#XZ^Fh62tDp(Oevb& z!_Jh+x4x7npZJn%@#`kKM{eDiJ0==GF-fkrIBJ@lM5=|u7$t{&xA-=J|Ey-zOD*3Z z?Yp6J8Sne&+U!#t0fJP^MU$_62jqb~%A46GlL=>~lC`1Fx44vqCiR#j5;_y*X@@fV z=}ZjEwiiA_IiqLk`@78Xb|&9p#tm2$Yc#m<^wZHO1RUXxG@G~9B#OA3t5Rt1FyCo# zf#;`5n$a#K(LN4Tx+EkEWAx4Kt(76AuA%b0BgfUtZy;zv#tBLl$T;-ZxZ9;~gm~*e& zKaV!};}`je*`RA7oi@hqL#Ea7@6aS`?)r&KsWwSv7a|e07})I(sKN7*7UHx5IqvJR z0p9Zt`n#Jog1eiTG||z=6j4#(3{lZIB>;fhiUJ^YZpJ(U_%&i?P#+XsX*B%#t@@ne z3p06cb*faaB#rNL3ZdrmM(UEJ@_KV$PsuSXX;SPFB9tkJJ&x8j@*#2G&k;)~!JnF> zpB)u6&y-`H#d4Io6dEVfyfM|)f1W&SVBpOqgkD`m!D?1VDf zUwgU9a|+P_NM%Ytl~t`#q-#Io{L%P;Gi}D7N%>m4*qGO`Rl;1gTh!f@q7*A$JF8%F zJ+EM(hPz^NH!^g(!tzBVmHOJ*nKC<9|6Sp$ZL;lq!&sR8>M`K@U^x}kXKRIPIK(aC06*z7=|Ulq_=(5*1cYIOP0FO7!|c-``qOdSo&{0v>mVZmvP$%``{ zC{z9YkeS-$?N?oU=XA%q>d?c(Ewb5%!$T_k)frvsV|z+Qx=weCi-%Ri2Z=0mf8eNm z3>Oe>F_o}R$X8D&__QWt($?(g%Uxnhu-#W3q`7&Jd4VfZYt5{<0aId-{SU8GG`-v& zH~ASW2|3jLJb4APvk`-c?HyKTONv8fVZtP9k~T&x&Fr^3v^H+V)AZve>tv&ZMcmfX v$QeJ45{Nm%RER%SRDT&so;Gn_4l!b7``Ri@OOaaqhz#bABgD*k{_KAN>L(Zb literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_13/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_13/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..b52641d8772f38ae2439e5b0aebb5e8feb40dc82 GIT binary patch literal 11543 zcmaKSWmKI_mnH7*!Gi~Pm*5V;A-KD{y9K*IfZ)O1Jvan+cZZ9+Ubw*UeqZ#_UA8qovKML0rhNQEqb27nm-MZ;p?5+jY*&N90z|NUkE8 z*o=^K|2<1GqIOnh6&=s*ChZF^T^^du*h?%FF4yE*?^)a8-q=tyQ;LR$L_0%##92;~ z;t*LZu)Io+Ac?Iw4KSa+*@64bDu!;|cn4dcKAIn6foKNn6jo|aGiDib@Y?;_c->xz zA*@rc<;uDfwEKhGFTIK*mJ-V;nrM!6VmF$v^jd$Bx(R@rdM$9z$ciM@OGf}(V1yGJ zqVm5#ey*xS4cfvO5|XE)qF5qmizc^~Zsv?)s>>C4HG~oCWMSeZ+zODEd}-n^yS@s7 z7c3Y0nR@Kzm1Tsc{71$zAETm`H>TTgS=Eq03|we#r8V!CnuKr9oj_fACNY#YfOiec z4xb_bB~(d?;iN4n7_1sh*9{s(00HICQMUWDFmDF^S+Cw*3pRf>>hXo5t-FJKsPPbr zsomn~{7bk)#j8EzIZh2MBlbNE9k*K2~pQ3d8Lv~TKfz1dEC zpqwSF5++?w#+@|n-rWrkg9nT$#m?a(#@g;CQykY%1y09t=eS9anFUcbId0$E;5UP# zC^Lx_isk2lf2?!Yy0SFr4xdH7r~#W!QS-ql&lhga>Lb5Qt#SL}aOvCHwji=O3Xpm< ze@upu=mN{l*6XEm{r(JS?4a?l$*=;+m#rJk#A8f<(y!aEY80-~D@}HWp1owRS;9Qf z;y!eFDWago#T<9Z%!^G@$`0NYv!IG5y}QkInOl>uoIXf(OXC3UrxY5}J8wRJCJN)b zn*j#;`@D{&3tT>L?tsy@EpnEtVt5U384`5HG6}Sqv$R;b z#4xuI@23{5yHGGP5z$+(0*aZeR}+hctY>ACl`_x@k7Y6nd30wpnT{t??=0kf8mK#0 zk~ZyR9h?8t9Dipa?bATnxstefCgbQ)$RjYDNpd{#Z!>M@O7iBJtm8u=kMC@z(D6jh zorSVb!@tZ{g*=4EaZ)}7iJSjzsN_?Sym?f}!+#w2e-DXe9MKAS;AbDX@#yc zq~%wY8O{UGHR98hvq*F-fuC94;%{8Pjexzm>poXq&SyNjrCu}Yuh`ta!8y4&tQcI? zzH~SpJ~*C?hq#*hcPht0Nov|fg9eSMM1=TDvAJ3%{eEt4`VV9s|Mqe(N%Pme?lrAZ zrY_L*(8^TK$Z4{9JCsRkTXP$|2n#J4%b6*~Z>0xSDtpt;7<(@GtvdeA!n4>0&DMpl z4k>8V7w!$!ZITL9u!DO2Cz1)b!(DaOx5FBGH{hFI;^}JxXxcn#{n3yDKe!3)`-)RF=%!{;gE+_P!EsZTm`xL3nn)r}K)@9F zu1~4UJyny6=Ul~>(M4aDI>;URv-IUtjp1l*kt%x^>Zqnkn=bJnzBm)xrbzsOB`-Mw zm04&V$WhESYg=(5>;%1B1g2c1^bMo*jr=oF(0%LU&~m&Y5OXjR6fFl{zmNN=(7-?~ zGJxjHf8WQzyH)VKj;j4OW=e19N8xF?_m&eKi-kT0 z=?S;>viBXWGz!s&X}j0f@x029-z;WzvJjV?F4p62wccNG_usX^Gg~WMoPprblLXeh z=YGY~Hz(|Jk@b%g!>ZrZt_gfR49y;YB9B+wJ+w$wWuKV*`-US>xloDkVeMNc^#J~( z#I(v98yKJdwADT%9al{zJoru&EpC;E^+L0R{&K$&a+{ARCB=a8pr)4_LC5yUhd1SC zr%DNLut&}{lOFQEM0!{O|8ZVew?dWQg>_?#+9Q+@DpDQs>1XVX5GQe;0^gl|1*M`d z(4?Jx3ZZ!(+LF^#(((Lzt14d4r1{%Ew==_(42K+f|hPZksYq! zl$`B`!_6T@g@yQtw^)jOHm7s|5~V8F~@ZHm@@S_hOFdnD^eq< zbL8y8US09S%D7-Mo7lS~R8pQaMTquX6TT2!elIp|>{SX4vm?lOr{U~Hd_SZ$7Q3hA z_^(Zu8GbK(HXYV<`V^2lnw1mhYCb;YT;cG_+9f`*uB?#|ofa4`?c$VUr6VGE9DJ)@ z%|4g2gg#~bUXN{@b-24D-yayCrWN^x&6IPp0#PQegRRZNLa{%cgRfEwsHr}cndZES zCSHD!%^87p%e;FHGUvU#M_1bo1zHo35$^3keGV{~5tA8?Fq^rQd@?lr#}U&1jXD27 zkf_)j?E=}d)4_4Cr8O-1sC%cjqXqql^W83!c)qBc!c!Gx8Jvx4!Fw&6q^;uVxZ=Dg zS?Oa-**;L)pnxM{rwN$K#ewd4&7qd7(~sV1j33&nu}1-80Ox)S`*qTEkL@p z>Y_U7RrUDDuYXl7&`VWtzBd{A1hFOG@YK*--JfW0nnbw(bRYw&EFG;-CHro$>$bq0 zWv6rP7fAn!}Mkn?ooXewhEt8`W{M0!J@F+yWKC}c*#g9Ws zQ?xiJkFiws73R27w3iSJd)v88tM+&CZ$AZ*N^2{|e05nW(|gO4rm6|_f5%#fqm?=r zbh6_nAr?tvos&62C4P42yxy9I!>Sjx0>3^$Mv{jbPW_-6(QoL|0LP#+mm@5YsRtsc z2Y!3~{Lk)jL!7F;GGST@miRrwUmqI^ZYgHa9A0#!NUi1Q!B}?T@i`KQk_G?DgKnc*s43Bm`Jt6a|n90r+LGZ!z$WZtd(aWbXj^@&#c-4=)&+;sE z-6ToC9x3NL87%d)tAT-ky)?DqU7)d#U|@y~GiKly0|BTGJ-*S+{?kmkR0lx->&wkT zIoKezMh%Sevxor5zQR&*weS>Tq`$?Og#XCv9nk_=Be0y^iZhGd5${Lw_FXvH40bH` zVG5f(PrxzyasgHbe9Ju$j}Dt8RK!mi6Z#R#QAvNT@UI8rqPY%Ai)O(Vcy91b9r^-W?zg?w=18-p(BPEqi_k6FR{gNEaz6g|2EO=|NUbqWde=92)fq_EZ)me}Y10hR~dcw$w*n=KCwVCv(gD+9Q49r5l0- zOwsa{Y08isQy+e2xBxqR!C)6nnBm=`^=#KWDgmqS11-Sibq6?y z*1Jt`Q!_|ZMKPTc%q8&=quW79W)SQ|phwToH~k-e7WQ9(`VUtC0PY8$)dTVBSB7Fo z7QbLy=BB!Ksl%Kw!e=I1Jau&${N_g2@w<2pxQXGvJz`hrD&3bYqsjDcT2wIoIX*SB zn#Vnby51O7EP|>xD6w71&p`<;%;~v990p^(C%l{@@HNn;6#~a&YB*duS<~TM9JWLN zf)VHr@?47B3{Bp&OV%Y$)2@8C6y0vGN7qQ}$v?DO0@ZImI~u*^Q^L{fU}!&FT^v(= zbF*FQ5|NUqFuR`b)CqKmtLYosD2e;p5JbzaVVFL3SCU>(oHgYhi>k}x2}7M-4?iTy z-i!P$?_GiQeMIL(1~o&~jr6Cx^QS*Kb*)xUAvhBmh@C+{TTM{$P8|Q zL|wh`_#c?|`#CxNzt|MjexTZ`tgxp^%dQ_x5-_@DH5VoE_P!x2;BNc=_Zh&zdw-eD z=2mj_F(ee${&YMkg<-Cx@hv}TYLVJ)DxI%j(U1Lrs76CH>AA47(};8f7N?V};o@bw z!Ts=gU)FHw75axyyB9YP-l(_Z)HEeD^4aNlJ6W}qh*vGf`njP&v-Y8(69Z7dJUXb1 z+wrZZhtdL@}Klixm zNTZ{xaC7#06_Q#~WM_bf{}a7xgRYv28CtY*byTz$`B4vln39`9?5f zt!e)zC{h4s^wYibbn_i_xKSJ#(^b(uJH~^}DT4mQ6!e9laXHyHW=c#}p_( zyt$AX`cu30$&W!2*?jodzcKA!tO#)hqEh+(kd#jEaA^VYZ($Z}D`yKa*iEw$fd5-RMoqKg^Y`xh&;Q z%jQ`V%RJV!WH!vM?b1P1rq<&A<9z$~k+cbDvsWO$IN7X`8z|g#v9*s9MK>A$#!yx` zsb^cx=kMsLRolEZmIyC=vmcA1Yp}W0sIrlsI>63BfKIVh6xB}538Rt)^(x|!UN&J> z!CvE;od(bgP!>F_fLw0fCq}>8DmANoYqLI=dn~gkz1`b%9yB@~0k^R!4bZn`FZw+K zZrU|KldLDJA*tj67f(G0RhybS)eM>1=oIjyZHH$!QwU7-9ui6<6@fQX6>{>o?}6W!#_yz z+z%t%Eczy8%iD^Nb`uxlY^JD>8>LGKE2ai$!5gSbP_n}@I@L@%?uRG=>Es8Fs_B4d)zv>aQq_DE41rjg(|K8#n5<}>;fibHy3&$wg_ zP+4dUCXi|=bW5>!R2&X>x%S#_T^3wcF2L0YWGa1UC)Y#y!v8_&Z$!%9HUqJm0@jFR z42Zlfa%U+)NsFc>U0i^lI71xV2n&ZC?ZfF67E9U6#WT|3s_G4`L$hYtcukfwkNaW% zhXEnQ{ArDUphxrD>WSej7nsNio zrbQS9nKUQda;K~1YcvnS^9zubvmlZ<->xK^!A<(+VlH_5ot2zKB6$vg^S^7$1e&lN(SPK<wd4jA)7sklyxr2>5)unD{ z*5(f__8|4$q=xxIXI(%T8?NMLF=KkyttKfbikt!)F0Z61S$xx%B-Dcl<39CPU*VU| z>G>>|VGXtvhbo*L_BOtdc-jPcYdzyDPx7gS8|PQux^!{UfM_(Q{_YU|>aMh%Q;ccq zg|hXrmU&rnVQwVl@C=kd(Ei1{Z{6LNCi*m@utI#()7!8_mKG& zb(qehqV(&C;-52}>L33@io8WM(d6(9hjV2yJLDJ2^CAnkPEsSpiq(<5o)SQ9nz+g+ z($c-LTBLk3?rGZc?Mszm*}iYUp}iwCiOmE$R{v5w$?O79dTjkAEor@{J32F$`Y80z zt*MmC&DLHI?Q`+t5O%3cK%CE!550%a2I#uUHcy}OYNAcjW~fyU4hw87`hH+;qt;Ic z5j_l+njP~jSmK6`08V(bRiERPQ5~ocbie$#C@b_Z-4Kb-nKL`mTkUV~OUX;}$>f@4 z?p&xAdsQF#!4wONQlOL!%<^ArL{g-=2}L=32Q-W{I18^gwS2NLZ8_R#8ZqWvyG>8) zsBF(-^5pT^{$tBqknJg#i7`5^l_<9FV>V?>aKkPx!);g=I-%pf9h;+p=irI*mY)!@AWp=YS&BVeIQr-WnzuyhM1CC;`&sir@;YC| z^;&^rZvj#2mN=oZ`p9l+PSKX(e(ApHzQPn!Qu1~*>ezgVWxbrR`?%e#^;|}I$2<$= zxjdCuHP39Ei>_YEW0#DN_pdP>teK^&B4Ze@UNT&#ife-_m(gV8ybG3n#)&1+Rqbyc zx|j?tURQN2uau-UzJh%`fL{U{*0?VU;tFe}Osh zF%#+gq1rQy+JH<;nEtHm$5>=!lYLIUjojRq-(ULo0TWSe$U+Mx2M^Af_LQgNgH^!u zHZYALbsX*7Vz-cI-lCnL^Xl&F<6?#4UNVUfDiXZ~=j4hO+o_k=#_^g=tt?BVv7cG; zVQQ&^O9o1VnPb;o^+jW6Q|G-Fy3}69TqnBfDu+U9`k-P1&$nD@pr!It|IhtR(qnl? zGY$muHJ0!6|J2?>k?=9Sty^XbI6xPGjy&-l4M3qYHqAho1W&59!MH|F>-0%0 zvTG;Bt-pd&C2SEf8Cg1mMkv}>)~Zvz|GYiwb{n5(a*2S)j(_tV9RHTkw|vt)#)Y>^3z$SbVZ95secd`!EI@cJZ3 z7EWatAA~&&R99k0+C^@oa9|xuXF2{g=4t)O`nO1#A>guAaw;oX=e$g4qq108#xd zN|=A(79mo+?TwgpDPihSRILp>I-r?r2kbXjMBPW0)N77RNWf6;TgA;66;y!?jBqDs z2%=QC3&X|5jrWow$%n+EJ$k8?V6-)a^g-HGXc{-;E0pHRzxY*e!M`$yCe>T|{-P3< zin;i99p1L}1n62=)!4LgL)m$jd5Qdrd)XP!62r8MjN#HsaiOuAZS{E;5|v3i16znN zFS5GPH!+o|ivEuEXEv>VsU0IjC!)`<{K!UhHtB@oqZt$-#_0k+3X%tmLTaBzv4q8= z891TUd})EZT8V^*qZvpc{(NcLyQ5fA{pkXR0DrkDi3+?oE?aN1d%c`l4mMgi5Bd~2 zPA+?*aEJjZHqkFe6$G_vD9a3RRzD#BnDmIUZI==_skTDE^5DR-;K0)2z>?v>;^V-g zRD!=Z3KdzF8^%0ntu<>+9ca8L#HFk8rK-XDIe#OQFHh-YT$K2{7-3_sW-mA~ zI#`zBrCXk2?+&uJ)@)ulXes!0Z(**bAK-h(UNPpV+)(dX4y?A)Tu2cs_&!t4 z5H8h_uaTCk)ReFF(KdXvTfsI5-}D3EGg8FeK_q3G@e2o@g*tqiX`LFqE_cdAnPz?yx z^w>vc?FH7ZDKjH54~?Q6O@4Be$`~iv;Uf>PR;tl_>_|`POgDnS<*5%CEMK?q464Bf zsR${t^tF}3SZcdw$t!QiBJ{Q85lv3i-#uYuy%0OoOgm4;KT$ufe7omGN9I{oN&mWh zsl6PI=V4^=o<`{Z?gDjd5XQ8@U4V>mddD5Oi{go~=>~9+0d^Y|RXZKTz;2S?T<^p> z@A!YUGl?%CA(!AOrY0t*Y73@)J_OgU~kfy_TnetVvasH=_Zan^f|Z1 z{)3?Khw%3vs0!hU;^&lF2wd>7qo6Bkd=rE#BXc}Y5iyKBoR0m?ixXt!<)`)z`)v=5 z(^SxG2LYr&g0iEV&8B{>NXXVDdI#2{(;)+Bz~>o8YM;aG>cEHK<<_*X{D>3Km?_C?v6oVvq$ zDwI2N;f*zkskzi%hc zAp3vTew7XH?8KWv5&-6{I+HQ|k%CYKH&Cs#h|o1;E2+^ad>xBjDd&diYX zeyE#Ko5{?VTT#!SHE5LC4aXcCIC4>J*mM~l8Z3w=7?r;rBI?Dv^>BcJBWx6&t+nkPWY1kzHm}k1R;TnixDQm-2I5BCtfbhvB@5x+ zMgPo|a{F^9>PAfZd9{j%a<$_vO3IW_%)1G3X693Z6-Y#ku0%Zg)TlDHw>lK_m1T0- zFH1LKH}H?`J9blP)dI`|QTRXkAkW{c@CbfsuB9#kc1 z6r9PrzY|$uWZjON+2Z$AV?sQJMz8?ds4Bsu_rgBfXfO6{{Q|$Q7cJDCl!VyQc0{Xe11~z?0&}dGyp7|FLdR@oYJ^MyKXf2v$kMp7i zigI*K$X~`51^l(dcw3UF=e&-t^z6+=)wB0lb<)oFzTy`^pa%vS?uw#>JgGm!MbsKwNc3&Yf8;JgF< z)MWIGJaKeZ)mru#8haN2xYu$eF4;eg_WDwA>Od&F~r=_StX4YsRJxZ^;^6`vc* zCCuPlAcVrf<2kCDA-Ev0{T)zaK~DMQ#$>i_DnwLuji z>>2=f<`5QAG;QIP1Lr=nXjPrid(9TUa*0pYw13UHZoyq;qj}pn-%&EA>G_6ynAo!< z%C(b%garN}H5!5uViYo`#;-qGa>fOY2`vyTN?(dTtvLVrtpuaz=!|;#O9g{vSR=sr z>A+Ub(1%G!ZQjVv^|Jw&V21?;rY2)lpG5<2ii5s9*oA@wYzHlQf{4B#*$-=e@|1}a*6n5~+kk=YPIv@$50qUiGDFfLn0G5?>c zM)#+3f||zj5!Jf?cP$TCn@eEA`|$*sI-V$=Zjjo`2$^;;v8VkU1-sr;mMUENO`d`F z&N8}7$?sZSM4o}jx^P;xXU90VROiQ2>iSnQB^k0Y#7VGGb%J^Agv1zmr6tby$*(0S zsdjk$c1UJ#e($tzg1E1IzFvQZI}~5Ge8t<<9OI+J?*zc_ozfy`^5kN#NPM$PM4m+R z5DwxqC8K+Ad2_!ZnB{>ywZgAHv7~4DeKj)A2ehl1i|-rt72Udl)ym|wjjBvUN(a9! z5udfuOwrt_eRluz7ovq{>o_>6d9GM~p(Ea$Db`yp1F4#?x5o z_8nX+Peut^JZy|Y68b>?2MIv6)z zAkB`xwIy3mZ8&^zLrRa9gX<{6h(3t2l)j$;$><_SW|2(;Jd+J@7N zwqx|C9sCVV90;e$6c%d?dcsIM3qgyd1pO$3)6V9AUa>mB3Qs=xjVr5Xk)k@xDdgt$ zGll#Ty-vJNUo%y3K`vjtenR7d9kHl--dr=~oMyQL@>HU88WDRfVfYJHZENskLAptE z2U-!Vx3dI=+rw8u<2mvGz^}*{(E}XuN(fG|@0SwoqLG=skT(;gWNyuUDl>W&&3y5V zi4jSTL3T%kgGj0~v`6_!t^^*p8co?6u`oPYvJ6h7kAKq{|9Y!F1kW8K z@=krml=%@`?7?MM?Q(0;|u{$S0}YmF${vW?e=XH$H^On+!d-AlD|VGm@)GqMBt z+jnZ>P0IFHXV%TYpj%$_f?1o#Xh_N^oh}9+s|XI$wgtZhaS&~Tl1Hzv>I!(3oBF+H z2`oqbvl!}a-Ctoot<-BEt@sB;omML1TgCJ$bs36Iu6SY4B8${#?-F3C zlJ0L|lQA3sga5K?zJ*iD_r$TmV-G6IK@CYauFDebqq~gC=K}Q=VM^%rx@(>miE$=f zURqByY@LiH=9w!#WA{k*|H4yW`$F#Om8)I1ClA=kXg28zr)hl)%XaoYC#*d_zaDx^ zyRr2p`wd8Q@tmAtiR#dI|0^75nQ>x5rp+2B^n>-mOsLmt@sxb9nHnc{;z*t?!)&v! z|FBMk#fY2aBqWkH!?e-ihBP5zDAkwXGD5Ac)|;#&`vgoBmd0U)lp4^I@O>)OddsqV z_Li6T)LWVRaF2O0q{0DNEBMvtu{RdTjFa4bY-w@PR;(ZJ?dl?Do={$5#NJ zYJ*>>?z(JdyV>8vZS#T3Y2`b>t}*}9@WMmj-Fh|g{)NFj9+g~=Y_cxxy^B;x?ZhLR z$5mkR=ren_;)PfNp3EpD6nFwBv|wts}{Lf9qn6m7oaN;wC4Lc*6o+QH`(F zUTt@#AVJUk*z_&F>N#D()jPtNSks6rcSfDbh}V!$evDpHebV@X+64Bw7DjkIotVs; z2EV$7#d+fAfkiGAJpa%U�y5CUriB4-#Yqd9@ErWUCN1=p6Gf5C8rhB0#cB<~0Wr;(r04UjMBC literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_14/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_14/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..cc6a6aa36b0e8f8c76871d37900356b24ef1e306 GIT binary patch literal 11550 zcmaKS1yEeUwrvCgf#43o-Q6uX2{O0_cXtLS!QI_q(BQ${T?dE3g1a*?=+C|P{a^3b zz3-i>RkeGas#E85_t|TAuO^K|eDlxi{plKl7S;&l%|$W|1>Fp`WHgSXvJPE@;yZ?d zf-EwN)Ht~CBtxWtT{w6gh!awdp4#LYJrt=ltm7`E1Fy#L{SCxcK^B*9ldtoY)6+h8 za znS8EJE-p?`M`w3aZ$8gv!CLU>2T?E@wFsz80uKQJ$ZOHqRt^en3(W+T*F|1YS!e=* zXb3%!I6TcVK+(jT zuQmU2bs9&2U!Wylw=!6WQ$0_+RDP4**n>qrIK8c|*E^P`w^UnV< zZhJ!|G-`yh3ShwTL($>pgm%=+Pdr^x(vN+OOh4#*7_J}sX##ca??ksU&!6fwNE$s1 zTJYtDI28f^ukqr9qjF9hAWBF^N`$W%cTq4DHtpkGp`>D-p@;}zpgM}G@meMI$WAHn zNhl3{|9LadNy$^b1dlulLz<3chJbONK{S7$n)O84KuFvV`*`|UdtHS=*%gK%WVKA@ zl`qsO&qV$%$qtdw5ap-jaAY^_!IPv~^^-KB?=Isg?av>A`yo&pWO00dax zRlcoOGTgM`B7haVIkf(B1raZk%K)To8bElRjc71fa{Y<~`CG9Dgy1r8JF5e;r{cIo zPHLY6KbzD3tGUc!4})N?_w|_FMeS&@DT^B?iGfl+@}RE+%zDOmbk4vvprrBW*Iq$Q z$Qq|tOL>cj<|N=SAvcQU`lJkKDeD(pH3!aYG#_vv6K;9o{b?rvviS~^PB3Wt@d=b} zmD1*luV-OQIqQ(4*pgozxgQ@bZEe5e*=2L4-IAdj%6yhaRR;&rJ!E;&@y8!tT^^o) zN+#c(ytt%U+t?{>Y1@FkJe}qCyqKbkzC@Ap-Saf%^(_}A@gKt%2^YV7h#>}K8DQRh z&cbhuC9dx!6zZ1YKRlUeYRD;E#(zlGlqEvsC)GzBski6@d{_P)uu6oFc1 z!2hCo1u}?;C!%Baq-9({pcXKA^}y2JmFr)0cFdllj7tfqWfr`8XnE$!1r*2-B%b&u zeVqsLoCXUWSdzGMp$TLl5Kjcg?1{`@J;$Ikswv-`srscxYTTJ+{w*Qj9sY8Za^-D6*FB$B z@2)^+-{5E)RN2fu1eHiv7C?-6h;c%!++Tttq_rctt=Wc%Rjc(Q#1+3nTyaFr1q?;} zaiTnj5PDq2^QK!%v`-O{#_-Jj*&Zbfp$K)NaOVC>mdsj#=P!KaLq^ChBK&2;^Xaql zpa=R#wh77#MzgVy$I*H7#Z^Ku^n_%5vTi-Oe0x`WKB1#nxxw{(ra;Auj8W~xeWzJk z7~(o-2}nfU9j!gma98V@oD{#kZ%h;+1t ztsAYWpUmbn7J!Y!SLa1*VLn;|zmWWfiXSU5wsX>>=kMmNKLsy{F~_acYJ2vcpqcw4 zj=vZ}L%UDVkSgJAI36KCI}*h5l<2ULo@xL6KHKB=gO6U776LX>uz3EfWZHAj3EIzP z((xDcv}dvW2E*vi$Hyq<@nxs#C~y3yNF|l8k0}m&r-WCZjO5{uG^b8E%dOf*TbQe( zSTdfytIV4wSvQ!Cl3h4!{du!1x}}?mRK|eM0_v{<)ytm*C#u}K^|mA0TI+r>dRw`- zpq_2%HJ6?JDn@_wO<}edx_rifL#lLH$VMA~8KxM2x%h9$nF`4D9;- zJ=@eb`e@3+C?j^ZEQ$HHE2Vq__4V&K+{lhkeytvzzuelg9?@?o&}ju;Rb~~{shy;7 zYk+c?X)WtZl$BeYGeoMg{zz=&I3t*)p8GvjA9+m7#IOR+y;LLzK9_qaKru~i+%w~n|%U3%pPlKta!czwb{})X2mA!w?}|7wpfz4NjQi0A2SHif)|9tukQ_jp8sJS zZc=k|+i{RxeEk|!YNy;KCL+-2jGevjhUzLKPIh^y|IYqTw>FaYBrlqhe7q}UyUU3U ztvc?HW}XeMg8EwYdZOmPhTU5$l=sJExR36eHCx=Xp%p6bMnonnmC4EFr+1`jr?E(* z4X0~v48Oy=lyx+YlUcc}cQYfG=Q`kKZRH{&q-UeJtqf#%skF>SxMUSIE z&tJa|?YP@hX~vrel$c5jsU~=76fbcE zJ(X1XpcU^83CGuGO;a?_+P? z_?9c{)-{Y!H7Wn5ZblAx$`S!zN7UcUyEdP8b;o=Jj;6Tw4q z(9Q)T4~ZSe?U~O*w~!w1q*rFUamHXK9_>|8>&>`l?&l-@4BmHAhEeT9-3*U;fn$K_ z*QSUyBTm1E-(yK==h}1`fvJ;crQ8b-uu?JzSf9kZ{iVOuXDme%ldu z!=ufL;C*_xu7!hNa(nUK!Tfq(rc$`}WW7#NN>3z^1FEx(sPt!i)V`*EcVB}*x6>$Jm3kk`-X#uFSk3)T~6 zgz}a{r5=FYbyCzU&j#si4>#U*_>n?r7ePw^d6Abm!<(aBfl-+NL&(VD&kVGN41=}+ z^Byzb>3Ns9b5B5Am%}URWw~fTn?Vg$+SP)*KAe9_Xa=u_3B2R2z=gf*4Q_Lg^eZDI z?CMkPhD+_m`sU^WndcOdf>_fGt$Q|5A@J|4lg);8pTsi#RUFp;2Bb>%zmi1hjl=GF zHaiPNDa-;L*yy?`se*S&bgU6mTmT!Vj!>K6s&vu2vsj6gs297$%g+kf<)@7jUpw%M zZr-$ogx61<{5HJ#L6J(3W?<&BWn4@wGT$;v!kHVgXLpE`;hkc313_>Z6{3L9ACClh z`ii3Q{n}gZtPABswVOJSs>}IPsWDYCEq9>L>A#Q60xI*@D)ElexAW+^`F#U)6!wfr zJx=b3TCZ2ha%`hNZ~kfL_4cFnI->{ypL`)`&zB<7yT-lJSn-0bcD>Q3x*;hRXT<1k z$XbN__h3mGn)FbWJp9!5r@f`REjoh&!J^>Zw--nN?;avs-iEx~m@oNm!{Y7W*XrQ^ zlG%SLF18Nx!a-Ztd5jBm2^9gpF#y0Csj1R=jRJGtk^*vX_+_ylD|R$(Dwy7d7%}sx z9h4_bN$5M=cOOI+vqwu;Dpoa4-Mv0pR&KxvWtv*u)(uC3X(u*lal?(vPx?ex41}M1 zOGnp5xrF{mjHe?_7__bZHkBpYU3*(Abv$)3-%iYFc9_+eJKug;(~}x{NQ~c6ObV4V z2-U;!YB0%&=Nv=(E)d@|=~pid!fWd1vRQxS=d)Pydeht4e{gu1o(YkE&gNi+RoAOu z(OZ+$Wt_~jJr-ri?6qg5vJDZMQlgf1Qd9QyQ0GZ4C<%^c3sxY_?1`vzy8OIOaxX9W zS;>s0;fHSb)&{q^QrH-l<~%Y)?|anXh|nc7CzzwJ0*85qa(Q~e(6Qfu!P?k$;E#+{ zsYF! zA7@9)cm?UkuNuL7gzifhW3s%`tQEB*axrb1cC3?9OaSbiKt`0wZ0T`YPOt64TMHNO z?Y}v0y(-U1FIRmTp_0|&c$cMosmo4ep$%6OcCk=fIH?gh=ab~!fA}S-Dg!_Wn6X;D zWd;Fgvs>7=V673p6EVm*8}FtnE1TMH{0B}3S7S*-hyw6JJ8fYwBNhHp_LN<9g-g|ihZ*m z3%1S>({eM9i7E5F3*zyY&xvf0fy<=t>O|9?$^VApHa!{RFCn+v>6PH)k0E+c+Y7d_ zEa!VRwCeh_)1%33^sV3h=ut~gb_J_NV!<&!^)K$c=j>52FqgiWN6hl0#|FAO@acxw z#S_Nbs!1#xp|OYcP}%O?uZp}soi=;=`sy0ZEn^eWGo(0#)|W0hPoc!SOJ7qzY@qoT znQI+2IEj96&~#a?F@cvsGqB*II6f=fLiAYUg>QD7?-85W1PzUKI`xn z|FsWjtc)NhO`ZFA4iP?NDmuBNG8(JHwH^!-P3h_o1x$P-0iCal6aHN4t)A6Ht$T;n zH`pk2dqHB>J_UwA5_w7=n}a>z#|WsfpLb}4v_F|Y9kicpUA-jLwM|UXe`dofbUop* z+S!>fB(KTjn6~=F$Mq7#{XmMXlPY;Mj$rO@`fm%NXl+o}(-YrQz|*;kT4d-zwC=25 zb1!K}ThoWTeN>-Tta(Mqv4`bAXKvTPj#QE`B5iQyD1h|ld(akBvoC5r2&=u@~BS1*|lR^y_fF1Z|mf2b0}V2 zY>ORMt|J2!oKSF)N2lcYn)oWNN@{)`8zM>k2>~A1K#4LAWcP+}+4^OOoZccxoq&vv z^lNX~Y=+eDW`wFm-eV{^cA9~zhdu-ZaOx4qN_)(h3*RR#Y!|hL7S^@66bA(OHtKA2 z7HrUhIt@nuY*@W=O)(#Ol3+hImbiEy@8yxHIYh#qWG_Mv+$8edM*fEkXbHV@%Qnz@ zuu@VYWLu_iK6&=Qmetk}XHjr+QvcC`KUwSj|QWPmiU$^lsu#Ti%nM1?f9E^{0 zRK4cA!|T>Xa%r30_?f#_ZcK2pRCo}3-9YAX7vBKSGhfV!R(a!Z1p!lCZ|Snni}Cd7 zaAmXu(?1IKASh+$ih2i`*XC+un^eEg+uWwRmI%!e%Xb^c7(yb&Sqy0rrD-t2{14?? zuED{fa-zfVTixkjuXLfV-(s_mJ16{{lqSw@n_^%R&2SzE50ier8>QlF1y6yQ*n@0G z>nrSa;DM7P$k4vNai(%!8~AR`U3+<4UqK+wbGdNTOQiNQ*Qy;b`Sh}LqDeFqPm?Y! zSL3tqEf#eN%pgQN^>)5v$wMh{_jZ0~{l4KgY~+#PmchsU*gKXS=jb_g{$T(kCvWk0 zFN&8KGzyCQYU$u5h<=Yhak8>}!4C38DL#;g<|-~%o9)XTWAc_Szpi^g&Tn1jJ}a&A z*_(W0-PGJnY@R+8#y3SjPe=bHb4a?cd;>bB=k~Yi0E>)%C;HSFhv<$H^Y-oMyB-1m zTKe~toIc)@9Y`Te?v6+H7DxfkL1ls^umGcu>dCY}t3-b{C!o=G%M*F(%=nr))gqC@;ER}4ovTi=#M4ftjoZ&p=pIeU|TbM=p ziR(PBr*pSGK%2R%O)gnCXZL|`rFkLj53s7c1*zo#hDU{qGMBA6UG+w-MyD}{F;-1m ztB|36KjoyNq45AhfPVEJ0P+@P(L6LMIq<}oJRfg`{nvbD^z4xEA|nr_l~)#RC3CB`s-@-6UH3p!#Jq*uS#*6HH$eayh@c~4yzm6J|Td(QRU z@qSW;YPub1R{dW6nAPnl@R}*+v`kJe7xsMt7i$HOaC91;xu(#GLewU zj`$_KEcUb(m#9kKT`9vjsO{H^j8rBSzBJZcC?S7+up(yD5Jy0yJA%5}4H?Tve+)xU9n0C`V_wizHv#K00= zU8Q{784U#cGk?Y9B%oGX&KZwe5%R{TxVLVc)zP|FPwzkzA%HGBjsmNJBm5nm3FtN# zBSVJIfFWufK)*^T$84n5Ho@e&z9nio@AiaoPrv^C2j93+kE1=bQVU`2z!sBM9<9Xw zT7kvQ7`3I?S)XyYmZ?4TQ4Lpnk`DdSjKWFHFinyU1xp4oi6$6{x|goA=7b7lS*u2cHGtSLa79O; zO+fv5j8S*_3r&2v8h+3fMIi&X0(RZKjTSkNQC>)LhT-vaJ)(%zEXS<`@%ww@@HqVW z{Y#kh$5>LCDBdI_P|bX}si`_vvKz|YNDu?o@WnSQ!f&8pALY_8Ky@K~OUYCC^JmIW zTT;Wp3=oJM)o!FoPy%0(8#nb`@gDr89X>XF!Z)x)N&9C4#~*ax@yU^}BH<6z;+s#b zxdA*lVIC%+ewFkvQCYIMt;CvZq%s*2OOpWuWD zs^v=I^x#Al8Wh6$u>+Y~&YSzK1O~zI8a=;WpBW?}h=Q+|2rh0OO5f*Otu?v5&@et? zpGsi&xmDwhZjbe226gJiZ>WQ_EGZ+12wRN@vJR9;iEnTwB8}G~^ny`C`kf;XlB2^L zc*PK~T$Sp{%?}J?P;n2Yv57OtBOoLJTKN(#u1Zg_>^gZ8a;}!as7$Vw(WrLQ`OE_K z5~0w8>9@qT7pJQHG%Lwr)#@YX%6-Rw8|FLFYdt+Z>2${e4ABRC3;-npClwMW4H741 z5+lagW`@{i`q*a1SPwe8A1e67MRWq+#9Wh%59orYl_T;%*k2HI{i!E~lTECZ!mq1; z@9U#f1Gd@i`iU7$qm#pS!E0KmP*Vxx3bo?{!}HSG9J}*_{QUKip7pP@Pl~qQv6X(5+z{}~2$|Y#VLa%#`g^dn!rrp#6S66vpM|m+!Zy8#Z zu?KXi0nT!D5kb}!W}nVbp=W<73rO4FC-wELOUyoz94y|JszsLZsoJ*mkl<-q=AW&| zl(3Y$-rCGxTsW+oH4JkW#Ihyei9t`@p0Ibn9; zD7+x-4GQ*KFLeFckMC4%F29a@36mI(B^Pdu?K3ap@4vRmNaOAn!`}FX^ntF=aCLxv)a?61fwU&k?q%*i zw8E^B>`dcF;wN&C^fBRL1l(6Q8+WY{xVUv|o!kYqt{==Miw@T6Q-~+^wkJ+j1&qTh z53QBA7r@OMM9mHhEXYqG=vd?nrBCGq42L;sOM<%Mr&_bmGxk%@gD|Y(`Ht_p@ae6 zR8sf4A+YQES!VM3gJ9oKCfv>K+kcpL#CAD>+n0Z;ne_ohlS3v$So{7_S}=q2TtY}J zd+q)TE0RR_KMcwJlEDnXI{S7{k^lyckd66SBgq%OutO~clf_tKQ~YIOXE`TzDpM* zYJuu6C9OEnhMbz9Idl@6QfB~Hw(fbGXRL1FEO>1kcSG6%V^8(3%h1|_XIcFrMz*qj@sO^rn8Pk32AmxyRJop}QCz%4w@!EeehWhvsk;6!zUEPIRQwlwdJ@JzQla7Z zbDvt;?+TMz#Yb2@WOcM~7}8sgeEPQJCAL~Slr_@pVCbbW zoq;+?)ME?DwCLjYDTH>+L;#NMd~VSzJox(?RP#UHGa3(d43obYde7auk6a@3U}P@q zBTuP5qC~ZF@4J~7pk6%LUg#EVYfU@cM^QO-ZNzbqq8GgGm=3{-l4UI~Y=Xa9u)WyY zV!7wMk)Fefx!T}fld06~&L)GAY@{8XPKJ>R#dH2{TY<9R-*pt-flbsL zfYFQ_!wrdyZkl9g33FZ}Z7ePNS7*BJ9j52O-&sBHs2AHr3Hqn7yNVZxyj!+=T_2~B zrZT0BP=q@KsoB@(!`tv1)(HhjNA$&`t5chGRgQ0`Pm^CCLf$%Jxpz8(zrAaYbg!4k zhv7P|H+H^QgqC;fuHL8LcEEQ#s9V-~UF!$@sP)BK=S6zo^UM*V@I41jJXlI@()Ssw z|1s+z$H~?ty)8w#=uBt#DeBGoPkb6)j8NI&1pNGN-UwDqIzRIsN1KQ5MY@R#qOI_B z!qXMCH2RU&5lCekA7kflI}ifWe5m)|AA(wRJ9Uw|bEJw6&zfHHjut6$-QCxo-=D0! zmT$yP>!}GZt6`|znyN~CH~t$ZVJIN01N5CGRlm$9D!_qji;l|rvCc14Z%q-P80R|Y zwA*`XhnO?FG8cs^SBUg_L=B!|d`aFSuaL#aE*TW}13xwBFJ*p>*8cD2;y1&?wb#O5 zLJIDsK6yGunVDkYk;O*sd>uyNQa)-;P4AVd&O!g!DUeK$>)N-Bj6#7CJUrGi7*#-7 z;H^p&;?SA0Rj^2-IN+6ai+QEeH{^dV7sFUB8#=ZBam>ff&RFL?`#Sn8KfJ+bnv~%K zrvZ{rf4+u4hjw&I9xTXYE|FE})lz*JVDuVboGtEuidck3Xyz)!9lcWJX{Yl#<}h_ZX)V)R z))=$%pMF{gyHqK$C??B-3=Bm~;cV|7!wKbR%)<-ddY9}gFxI#5{h!-QS1~Yf;h;R&%$1x!;HjpBtr(1k#JIZ zNqAaudk6DnxW%!f-2*A4gedIQ6b6a0cOa4ERq~f(fO_sqn8VoOlU<)w0G-kI^bT7- zjW8DK!@;X<)B}aa{!V3%{2ix z`3>2MYn4={QGM==T7)~3G?^?Tm!1veqnPb<<8l?gSgVjUdI=}uRx6fRE3-sg&MZbh z<7cr4II@rX+rwH1dQc9q{&C!U9Zm82jazJA&4FxuVn2!-nM|$0AC^%6V+jB!;pOTnV^sF-)))Mr)+DM^~WjOUBJEJqxRHVcbAsEmef% z@86oixLbMKVJJHu7W=TJFENzlLziN^Y=?2QDPQPzB|MWX z+rJ;MV#}zCE>F`6sLmWgRpwiPqiCmG$r#QAK`*5W+deor915zVE2FxxR~kfHGEvl0 zz?i5A@O3UriSs9U0hKZCB|QC5e%^@Kv+vHkH(t}kU+s%mbPlXg zrgiaZKl~Ez|FC=g+g6}}U2mj#s^zx=O}bP$SNais1G_t5h!Fgyp0f{)azE*-M*-bA zSydL`RAM0FT@VL>mj!KX&DVN99g?54*1uFg)#BvgL_90z@E)8F@+Np;P=4{o6c3qI zf6l^UP@Lg=Kq9l(^J}*Z;SnR9czLQ}tzo#cZOE+rXe{y7X zbYf+h=xI-i`1+C;*Zh@BLhV|7>qEe9TtsJJfkWPb3Ecy7gphK)<`LGIQLK2}m5X#D z2QR5j8s|cImU0ovV;PfE?be!!2HNh6Q#~;HcAhbrq9&|)+lI@YnuDFArjX{nCW9b3 zrOaHfCe7@c|1Ly>;hKsvbY9$a00hUe-mDWAD#}1ksaO#l2FA=+1M3-vQ!`mL(?w9n zDy;;JG}ORj9Qa^r&;hW;Y(D@-@#wRSRIMF})ZT$MgmkF>W?uyIa0pt_oMxp>2D0!d zpXc=4%sIJwCKyre4iO#a3AQ~)sJgM^XYkF0vvu(GNE%z0*=$vRq<9t#?0$icC_Gdi z!;#1XAp1>)=sSu>-4eZB0jfo{iep6jZ!A){I4uVh-|pY%eqLXig2&rG_40ODWvSVE z9!x30bzyiE?(T~k)MI&RCC#5?lzB>hq0t~>Ba%ApJ8>ODot=y1tHy;h*7?*DvE2VN zFt)2dm3QhmGIpxZov%qws0zkuE3iKscDmHO{O;t7^Ktdu5ZC%TL8f2%0Vy$B)tHA% z@^)>JKW%KV=(1t1o>OVyWwl{y*CprvQ|9JXL0Nefcgl}v@7D0M6Bt}f=1J>nwJRE* z&m}0-29fjxX2`UYr17 z+2TOy@LL7ulvQM1`2dj5Q0Bb<=&4NT7f{d{@Y8r+yJAj5*&Vg+4FT)7?nFdMtl)P8 z@*R@-`8)2a2GTHqAf4#!^wac(RIo834wF3A(~svVOuQN5}DF`9!z=RIiDXA~|p0{2$gdji>+s literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_15/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/ccae/Analysis_15/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..3c36a38a4fa7c58f81503a0daf7c710ac5e7d770 GIT binary patch literal 13029 zcmaKS1yCG7)+SC8l3+;)9-N>dSb`1i5+Jxc!QI{6-JK9%aAt6Kw?PJXoxyF8%kJLR z{rB&G*Hta`s=8X9eXskGN4`M%XF)w#!Bn4Ff+C$(ze7(tFjNuiLr$3z)+rryp`>3g zNkZupu3@H^U*25xv{kG^eQ)m{5rGN<10(Q7aer$6J}n-z_$A^A&yC!Y$)%fsZyUF! z)43<+}nD%!%?93+94!Xp+ys@_n{bbD!E`7@<%fKfJ{RknO4nFK6a_hB6lQL{~ z1LJSql>f;c#66|@hS&ZD1}gi7!y2W4GiVWTYvg8Lng2zo`+fg8U+_zNym}yT07*eY z9)%zi=Y*8yg&7<8;ZMWM^9BzxR1_5c8k2pN%?nW>?fe&!rhX7RwAL5(!~OWWlXme| zO%Gete7LCutoFS!`|5H#{jcy|Y`Mp@Q_7>|N-)($CNj=s!-B34tJ4_PiNwhv3W(8!aEZ#WcGC>D^1qw6?-#PHf+1!&ee!* zIXev~%k66B6xZa0v(mR1EmYc*uWkclVX}G|wQ*OYec)u~8iK#F*f;m45@e_Uji;$L zZQRN1+uNC7*r;RP2yb;vqHhQRhS}@cJ)o5Zl9nuqj(tJxIsCBT z*yL!}lOj=RufQv9af>v<9vdV$Bq?9rVGExFPf3jF_I)GXirEL%>PkZ1;Oq^;H?6b? zdg0A`SC5-SpCT5a7F|c!Mbg4@*W1uWl<-1FE$c6qk-YcfP#R!1ZyZm`^RMIhbuwxB zQw<*;j|1A}?aQPYS5>C&?5yffWjf_&VCC@g>=7#v5dZ_QiCdi&6mOG7rjFn7jYvVp`<49iRHzw|O9< zPDWEtSH&_X%VNsM-iL9y;sh7aET456%Wu7w&sXh*`pwbhuoW(aE}cW}7KGahdByE2 za`)(uJ+9VfYG7McG|zPWK8maDy{bdE%(&YSI&0G=4Ti4aCJlG%c1)_ey3|0p{JZS1 z0(M0wiU^=+ywJOJ(Wz+qW_&Tq40hbH^srr7QAgT>@Ay+$;pXF_9A^I}3yV5Z6g1&X zX@{A!h;k56W?&-^Ng1HOP}^lhb`% zzY5#`<_%X2N)?fhUF=Ao<*sa!SSCmN?AdN`k?d|{7fBqn(7w@5^ZGZ)Q1(Ic2cMbO zVLrrK(B7p@)TYNK@3u}gHR}PZsNLGxE!TP0V;v zG4^MrMRKL0T0oJciLYe*@Du&#XYQR^K$x4(T~#drdriSCVIv?^p_un)eZ_MERjPDK0ZEh206s5l2nPq8aI>2Q&0!J1Le0?+BpF)o;G9X!)!sR9XAxytX5mIZgwj$i?4s zt5rLSNobXxuMrpU_+YPMwLzGZ7FX$AQUN*xq9^j_b?CeQa(?My zqB@MV#~SR?VcKgylB@E$K?cEMQ|yr6_3<-8>8h8^3=Lduv@?(wLqx}hzlaux=X6b5 zcH20n?a^8^v+*K0r`?Nl1Ax#`&V;5UjY_8M_e6^tN0wJW!Tuvk_dMBlx&=ZpHLn_6y=H8ZdfaM_YQk5TlvA&HlG4YWuhB0RHm+_c3-sEr0h4!NVKC^f& zl64^_0xy6~PNG{}&WtYJsYK0>Y6M%zLPnE>Imv{gRh>-Ri9}R*sX8KtR761|P8={N zr{-UmhuIM^0F#n}#Dlp^KFtRF{fL;)Do*c;e!JxsP@&=&Er!Kwgmn$xF064YJ}oJA zp)OPgQDj0C+d_1r`UA00dX^6%QR=psTIT?dpiDY=`#I5#}~t1LddL0lCcasRbN z@}6;l`P983Aab0+1d~)=_4H3+0GS-waQ{UZEc}w3hrSNsW&E7zA;CmE;rInBVSZ$$ z%>zL9XV!E7$r$~DoN=F>A4};}O1ieSeaz%}H8>P*hgsyiYgz;-6@|bthn^yxzK=cG zSts}^XgyQ%%+|)JIE6eF?_UDrEC^MSV-!q$e_mt$Wo7cC(9dfLDGe;hc4}_Bi9!*+ z=k3D_DWK{ATC#^iTgj4qt;y9X(N^A4K6>q0tJUtveM`sW^e6{*I$2@+FX~KgwkDpI zF&>OxhV#GG(Rs0#%Hu0=kNzaz_2^OQFt)4MI)PZV*;<=?>Or^5mrtE23bCNWTN1y|y-+`)KQ}^t@Z@B+GyhiTDqld>$hj zeX0(Zs=7~OmaM0nLZ6e1X8Nh{=1Tl(=Ew8);R)(5(@$Dc$Ql{nU;J6kw;J0Pv=H60 zrx0_mKa4gkPf<|jFbyoAO29Rm0t-7e#~05r4ok@DGxGeY_ZSE%b3u`t+V+l+U(Mg2 zMG`B`KVl<&EO4W}7dx=J99eYd7+&kv+tL%dd#3%XGK=J*|Kfs^YSgc)iuvIW^SmEWa^b47Bc&WP-pq{JP~uzU zwK#GSYZL|Kj?a+E?rZ+pmcnmNk&oXd1D(w;z$_QDOBb*K15cgt_$AM|haluK?%Ac% z2_}h-ye2U6{U@XN4#_sL7OiUOwFIJXo5SGr7#E8-(r`eX7#6z{0>tr|K|cNUy%{E8 z8Dh#{bDGvNk;1PoYB6~8(je$H-Puy;$|;|$iFL520+rR zh7|IeOPg%i0zD*?AM9jx$EDPB_?ngcn2#hV8@$qk_xwH*0K!ev{?ql4#Wr?gz|p9UW%&dGXZZ}yAshhN}+^{LHoU%X9=Ph zzPT)3NZ^0*@X5|%)fw)p9&w(jU(MT1}8;+^>GA#DS(Im3X&!1;y#P_E=Sg-9pOb@R%PX2jSo`wQ&S7TKiNC! z_O7HF*15Vr|TsBcSP%`C&PUpDdgaqvSn@3 z98ziu@IjUsC%)L%VrKAg`Q*`&Rk)j?vwXu!a?-B-fsT)dtsKb0$Lu*FnM$CWm=>%P*&6}9x_4AiR?UR!+=#s3eG~Dva*HD19NSHyyX~q~WyDgS02XbacaBlQf~hmh65#=5;kn+YznfTvSeZ_NcBO^ZxDO@-C>VVT9hY8b7*lT<4AT2I4-v2-e0A z`UbRb*PIElxe~A>49c`2gO(S=-ZhXV(n!cjj)~U2bC+!hDr=Y@-BwoFH+HZkx9B*)K09J(lzqD4KYz(ixe%w@RLSC>X>9E3{lL zzm8^BvV8JXn73&pkn*lSY4uSJMQRZEy?#(3tcG67U4i-CELzovM>EK?gqrRk#Ed|xj-=GnOK-Pg`^>a_i=~4& z#M8}jmW>%MyxfMTS{km?Z4Uxuf;pz3NUk&I>(}^J$DMy#KU<2Br3Ci%@zPc}kfYLK zx$LZ|^M4RT-IsCQ2lgLdyCa=k(@0eTAPLBCY)KpsdN zcE^S@aj?}la!4mFI?J9mo)>1yhFT6A#*SQGoKzh`7+A#qg4ut8)c@)Sh<9DIJ;j>% z7n;p~Tx`S=BxZbYww(v|nM#w%9kR{>XEcWJM^a(+QF<|Cp#oG6L#X9Bq>J7 zwKE=^7~vwF#pCS64%yh{SGDtjA#~$)U01mEjJYI%a~>lgp|q3h*Gll)kee?V7QZ1a zspC5!*XsfAFH}5*N^3%uu}q063PTYzoW3_1HAi|YDo4unt^qS2j2zs@E$=5$I%inL zA9Eo5fr#a??z1$Alak)IJFgaXi16a^Od!{6WS{pCHskT~7STqrGlu+tmOn~={Y4~$ zKtKTJfaw8Qk$-ohr^}^AL-4FxV~C5I2rNKNEv71Kd4l++0XUVoC`{)t67n(;9+~XL zZgW!r$+ZE_y9WSQX!ok?cQhP(E|BN}H$ z8l#!};l?cbbGI#O$Qld-Vbr;f?88tYxsuo{Ha?8p1^OR?hK$iCZLMB3@59^oU;*D@ zb$b|dS(Jt^cKZir#e_vl&_QI!W%8BA@`K}izMn>y=E?G7c7hGp*uXfT?F0DD;VBi@ z3KCc$({&rDt8fL|43)Dk#^iC9k^-zWRci7+TLT1?0Xeh4qcmJX4_%9s5A+{Ds>32i zfVn?F-T8qYk)-Wwy!Jt}Fney#>p{W-)rrE`rR(ZOnz{0;U_yKbjZQ{7>c(?}FTjc3 zvA1`jbn%C!*3%W08@wju-u2*$tJk2=u~;XC4aM%-nXzx}AM*ApMrLxH4E%MMlWL0j zF$3DUEP)~QtW=zxabkM44|p#I`IUXT#j&{Q+sjgaH42oWJ}u=e+g|^q3CvyQX$H$V zF8k+4T|Q2++l7Kie81(}N@$NCi$iwaT-r6wx3tc-x!{XB*Ef0Eu7Ack(E_(+laiiN z#niQ!R$?gM>{`DVC5htQv$2a9w+IA4icyU_*5tzOAB+APH-o=n(f3MOkhQa5IaX0tcb9JjN%Y?M|HnNFb&j}%xy`eZijAq zCKZkbAI&?6mk)}p7QG_nLeYcB19TS}4#d=n_6%IPl1?kP=ak!Sf^119I36LmN$+$$ zr%SH5ekj=$+3%lp2n~(Q<)oJ)(=Ya{@@&Mt-NBuaWq>|KV`A={0 zJk)Wgk?y>peQ)cQ&hWcdErE4J~HG-JreyyKooW-micwO2(&Cw_hv z1ME-htaUPaLvnpHse)f_Z)c}!^ewZJME~9kTVi~*rRTa>t#Ceg%9Ew6x=yGw6y-ai zz@zJz9VeT`GPibG)#CB_YioJ_F zC#>VV+AZrE}~=aS%R30t*gG_ z7(1@pEu=avRfgl+^p&xU;Y^2ZdbolMB(rF6ZPH#rJBIb1hRHw+QlfA)&s(5BTdey$ zjMf}H+Rzikz&~9g+*RjT`#(G_tgk&Bt2XTzO>Gks525i8gm{j(o0VIgh6KQYf>NkC zu+=o6o{;wlmW20Bj#8~|ryiB54jBC~yXNAn>kABVGoR&Cg2}lhyN>7DU>}6PVvyzT zWg44BrElH*pM?6*BBH3=Ioe8xSWRMahm~EDwGc}$z1Hc}@hm{oS-Y%p7pEN0?q)t%khC)}W=Bz=%kaRjtiI;%Dae z4X!r^ynkTbcDq)Sf~5~a%>iHIEGsOIgR z9@dv5ykKTsmxWeqfy|#RW+h`MyqqevSFJAHnBHVtOA=GrI=j~W*4**GCRxiFZ9)g3 z7(y^|ds6wywVNt8OdbzQEr>=v#w0iFH#>jv$8Q5yWoqqe1mKKp`tU_iA`VDGsAe{vnxsd zZrvQU^?ch7*txtAMkfT*KU#KngZ{r({Z8+}*O!n~&70$LGcMzMO`*YcT%B~zXnM}_ z)vOB5#O~_XHWvtzaV`L%d9x^PqNP6>9pLhfEE+Gw^GVPzbHVck-ijFm2$GX5H`+M%yR8U$@SE;LM`c1st8EUA+(p`T`n+f9>pkH?UP>3-mzLgM%eXYTNx`d8UYnr^+0%_%a5%ZW9*01)ml=W+ z%&L~ER`HcDM623U3Uh{#S8(G3{jB1qP;e?uI5ApLBk!A&YE$1>Xx_GCWBgN-@%I}E z=ZxiRY?s8oP&ueCuT1_uYO6f|Bl@h2&a;y4H#%K zqbd|h%`*oDt*G~`p#1-Ys$US9>JhS|Hgkrn)cw8hi?|4kL#ZdYf7Xh1U}t3`?&%jR zY!JaUnXQYemt(7XF#?Ly&2>E?Wu}-55FT3)T0d=V<{QTEH@AJr4P2jj;=XQ3eurAv zw@g1|@ik0CSSuVm7E)(-SH@pDr?RS+kCkIv7gohmkdRKfIcpbbRvNvP;HhV&o^yfp zG$KC%W_hWHio?fVJBVPDd*GyvH8zZ#%nVO|NHy)KTd;{oZwf%@%CxC6Kn*k?Vwsph zi5Z-iT)Bd7*SqmCq};W?#-gun78axBEO*Vh3f=X%#+uE;2u=bk-i_AcKvj-`|a z^EAbS>x&vKQ@^+-w&YjKFNNxxEK)t^e5-!5v75PDMloimwLI?T+8%>zGqT*u-qS5( zul0s;&ee#;7}WFyQBnRSVnuv%SGT5xrlrB8Y7nxLTe}E7&g9qdK%ECw9URA$)IF;s z-ssxfo)6h}Wa3;Qr2fVTJ^%TlNR-HdPzK|1iw#swgm1k_==G}cMbj)i${xhcGpTdK zWeu1}J`J{iEEMCjum6EV!A+k)x7la!u7XL}ht=ox5)i-lSvD+DKiR&OUVd)a15YtP zSnN?UMzG?C5hW>&VBc#K)cfCQWo1@me`tk5erJ@}6e;7V(QoFr-IK6z3-xZ$=09Q> z>SkHFc)e6LDfm()7!y?b1qq9lyHk*4V(XmhPTP<+x`z3^pUs}A?iY!;PGxmn*7h_; z+3oOz?cKSL(2PHHqAB^dOnOWquGtSx>Ycg|xO~U}P5LOm(DPswvvQAW4YXYR_jK=M zZkO9}aSe^*j==%-)%*;2F%D5%z308>m$#k^k)Nsp0wX@8S<#oLikiJejp8vHQ| ziJ>?-uCdfZD6%?G8Y|B++_g9ggOuH@?0>l_pb}eY><<3S2hJt_N9=Ch!c#~&g_-zG*>SP zjAgSRW^XS*?$MfSKFPlfX1Pb!5PGfi0?b^F*+vPa~z( z3QinhRh1hav!@U5uEW2(7?jQ&u$XI1NC740rF{H^W9z(PBfVnFy|6{vLqD%=(XMT= zto0;lAvJwzc2IQM3D_U*n@q;aXCx3(WAOu8JrR+3zCzTuV+`b$4Cua@P}mW$UdQb# z6blb}d6sSNgsD~!Q3pc8Ve3V;IUDP}N{Vnl2-yMp%vclQix zb~$BLN6%5n$OFnwZD~&}&3N<&0XjLb-8sg`4Q*d#yD&i5c8aO4W*ctU zaYzLTp6yFhXZPfe{Y}*B3Iuc!(H7C!4}@mB+!+UCoA_V4N7HTEmnyh_jZ7XwEJ92B z8w-1WC!=;Ww4pb{_-dTD^Fs6PwzMuAHc>lexK%%@rM*F+ElSpIguZRoB36&8e?UUv zMUQIa(R(Y(=BdTk1SXC8nSGEd^m+3(!!8?>lFz_5dAPdA2--i0TdZ{Eh=UdzfWe4lgI;IH1)SKTRVr|Y7n zoex{gc^N}(?Q)O+L$1wtXXNM7?FSkCxf!pThn)OlO$dm}g(L*Kn$NWih$Jho{>8!t z4J&HLmuMmzfGxXIaX{(SieE8P$$oI2L!+Phi&)An0C&)fM*HWGK)7uOpuzhA1jU8g zEZBczhi~2t7=;8fi?gR>uw(}0PLv+9AXru%@w7<*cKzPhYqu^Bk!?SxCroB1Rs}d4 zNkiwD?Ksmju{TNXbgaC{HlSF%wlyco-*`ZCwdOBm72cBckWCW;R=J91ABj@lM>M#) z@urbEd79uk^8Pc413SR^(?4=IgyOGGPrwtZwqoN$3At_F9BVPJSdF7NJt&Ocbw$1x z5C3*H<;5ZpKt>l4db8id-#%@ONBprbk_w}n{~T2g#f`G&i~KchuL#~CL98GqM*=ZU zcdF=(T%28Sje3c}kkoeg`nUZNOkGhw$&ceN_prjaiRA*Rbz6Ha#Lbs8$<W~38A-Yn~`Y6~k!kUway+zZ@02<}$r7y*mx-NR#cx1)f@;eB2Io59kSII=-M zC&p-sHn*2WyiN>7^EXsQGmeZ!^TscW%ocE_O|bh@0$YLGsy%`r-N7A6p}CTq{Eqgxn(MEpbMsR z%NunbG;oK{loa$gl3Oz|@HtNHHAaZbs^ihX0)rYeRWwj@&P!ZS$6pd7^F>b|pCTn| zHy~ytHqOUX$l=%hWfhCu((^vvryIe#{tP$k*6;x>apSg6Jk)+$Ieq=84;z`lAhHou z<<0xKt$XI~qb8F$RWmi!02(nIMcs> zJ3W6rt(HqW`TQg$n8;xL;d&>NEp*$2{(q_xS0g{}Jc8$QND}@(b*_rPu<4~?_?ML3 zsg6_$9OihcO~-C@K26bpFmeL1$aU%|67|zqj9mHdpx@>hfr<4>viN6cwFI=ZDVy;)n$&!={CZ_eBZ+7F7eAtB(Vht%OsH-#8}_nH(mwhrJPXwezVL4 zLSP8ROne%=!$V`6`Sg3n;>95sdO&lm->2M9=F`d4Odq_G`NJEbw~_W>7~@jRQRj}U z-3>ZywKMzJwqAc^imQWSDMw~r^1dnM5}*0NOk+A|8Ch5WI!)6gN!SHdZMLOu6(Hd= z`_jpHW~q|xMgfqggly{y?&ydjH(S3i>9)<)nap1>QEwSe^Dtbb8yE%=E{rwlR(uHv zT|wqbxa8($2Unn=*nARe}8+oIe)JhZ1ijc!ruK8gy7 zj7iCB(twOrZC-|+1b2MHFji7lv^D;v7j6~6Ym$+Vmn~vv;Ij%>QVu@FX`jS5=|+v} zcY*l0{>-%mUS)@@N#quvpu1%D+HPBh>~y=RwvtwC$-Ba@%Q5wuC%>L#Ep!kMM-?J%&H|&2-ZTT3DM7}@otA> zP7G$;47>u6q-NiRejGMMQj-Mnx-5655XP(RERM*G`W8o^$z0j&dC7a(XTk zUtyYdzh_a;c5#?-Pv>fic_FBcUr}{rHIlE?v~*0I@10*7i}v1M z5+9L=(a^mt_`>A~@@vhN5Tu5XFyOADF^JbCCH0{E#Au z6iZhi=5UMR#P-dQMGy9ZSTArS59g!qglj6~qd$4|xJoJ*aiFU@`{t;h;6%ui|e`~H=|z3S^7xr#!coR%j&}U@0lLwW2T}aFqsuC1F18fhogU6 zAbAJ&6#fZ8{^LT6s~h(4YheW4HkHGa2N^LN%WM1Bq}dakqO4;n<9{nYq2poij;k-Sd%e1Lj6nV`IpnXngXk=`%g9s0-77|IfQf3DD|C-nO$QrW`H1Q(aafc|qc6X5NxG|VdZVY!kkvZ| z=p-5K%2xc7;UWni)8B>e32fsIz?~#ztU44>ACrsgq5HA<5f~BwVF`t=lz!HtDA$8e z;I?lqfKNM-QUw-EWqk`p^)~Yh}hv8vq|h_RM!laeT$A=95C7Cmcv^o;#T#J5~DW9$F9fiE;tmNg=VI1$pu~>8QZ=& z-=@3g7}@5Fv}&!9<#t>!%}jms>UsEB>(2EMD>WtEUn(-1TdV_v;QZWUn<=S%GJd6X z1aKP|hv`2Z>brntV0}rEcPxc--}%GCh^4J7b+tmq_O^JyfD;>iiU45#7BS+jCZ_V( z1D|}S=XXYW?7DRKW%62akEn zBgU8C(Euz0LIDEzoep1D&B?fh?p7MQ6F;I_m7%&X91?Dohst5H&OResWs<^mbC8k# E7cm)bqyPW_ literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/ipci/Analysis_13/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/ipci/Analysis_13/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..beedb8a5039e852bb92b31d42dd07221bb87a6e8 GIT binary patch literal 9187 zcmZX4WmKF^vuy|#LU5Ph?l2*Pdmy;$1P=^OV36R!hadyNJ-7@Of;++8-EDApzi-~V z&OP6`=lN03UiG6_byxN7-L;xJ{MCzpKjg!7^iKra&pqWFl9EX18b#d=@G%s=sXLS| z$teX?Cm6jT4L*La#OU{rr6710(zGFXDNx60Z5g?kuFmGIK%3fi&@*E#pFGFd*>m&J z=I(ul)5vxGc7~VOh(Q0(6kHTR>0yUL$Ol#086-T>q?fOpi^Dw^M+M%Fkup2RmC};* zB3qQ22y!T@%WKomNj^UZ*f6#86`|-T5}iE*X{!kcG02m}7(NLRw@Zr>kyq>C!CW-0 zHf=;oWKX_19GXTZ)!|-8#eKl2H!HF(?B>xwdz?KK)`&6QaKW(!{Tk$4l zRWhZ-9tRmtKMQ$4>{Vh>x6Judji{ zO0K*eaA7_8Upz`^vZ5Jt>As2}B@SWBJa?=^1iaa#a2aqb^wT6VqNzzc!5et4`iJ@) zD!8ePpHZD=rLYq%D2WIONqeOxe(QY_0=ar8_#Cytq2vnU8w;lB2QCO*3ab z0D7)c;&hz1GU#KHF1Y{v9#zpKGex^Y**n#`Arbg0q^uu$UhqQ48HO2O>(G8pN))3s z7bHe(=FK>Aq`6IXlVNEueg23~H-V+qj3tG&%`n6W=^R~mK%z$S{)$$I3CBNm8mBbD>7^uDsVJt?Fr%?!%l7I)pS zL7WYq<9?RKwoMKcEGv$b74vP|fjX~MCUug<0m9I$rDqBbXz7%-Hnfci;EvEKtYouu zE(!y7g0timaN9FnxS8fw z?k2Bf7R1Hiu8M3ORv_A*F-||904DZ-jNPjpx`Cq#Og1c~J~<`?=2$zy<_8~pF47q+ z3me>jBv}gnGQb7fopD5qVA72UY?394Y{Y=Q&y*xGFv0-f_u)bong#xo*0`?ySt|9D ztT3T1&4QPEah1d$^)YixP&KAsvfBE`RZH|6&{%Lr|Cd{RI)KGiGOn7Y-vHNw6Iw|u zqmP+gg8HwUvY$M(vOBB9iN*GR!MqYDR@+bg)lVDS=s&n!yUXP8Ah{TyYDZj^-Bz$m3;B7#D%K_uZ2d^o|Y7&yp90i zd#uC!gnRXaem$yPQB6h5OeOxk;LWEnUfyy8do|o)|kO8ebkpm>1NF z2!3#CuhGQd{q%j{_n%`1u9x$d=T$3t&1m!Xf{}5?XgHZW; zVcr)7Q>i+R2F=!&WlVdVY@S&oQd(7?GQ$daq_tQvnQ|Z5jkszC6*rs@*Siv~cpa5f z%x~y*sJ9J-Lzst!6XZx1dOGl|-A;evXt7@B=?*um@*X*uB+n&sLVCE&9du0=A3FJF zfVG4C`#etuK~DPlyZ{&}#0aBX@a8-@pg_^WL~93*n*BEl=-)uH_6nCfyXc0TBQOQx zAsuCYJ*DZKfcqGqMdX8xtS#(y`-mQxPzabpIDy2VV6Ll4jIJ?>JCtoJ6VvXCdszla ztt7FBb+(0(n<@Z-%aIunLN_oN%5kQkd2q+RQQ@MyEG^4H$;pQ>7*tsUaI}1c-iB*9 zJyYL3SY75%QT!W7p-^#cA-fx|a>~0Qc{s3i8Mkz~%2Rquqd8pRQhzj8ej=^Pb7Bu` zY)=^u)Z(1F*Br745Xbv~jhMkU1Ec?rO+VP7d40&R^4i1gM>wGOHL`t$=&&1;ox`6H zfo7+Mji8AC99F$KEL{Al#a(V-(AR|e+S{HQhtn0;(Nx5jXNXqhUT{;*$cnWx+#{>r zjaQtjRO2a`wm8ktWUHZ$b%u^RQuTN5Kv^^|x*10yI2b&^an?_w_YlvJ#yt_C$1=>1 za4uO4zL~N8V8>w?gSJilO8Dt(ka=SB_bp|#6@*vO^wqa5$~K?<$ToDdbzA^nmkvZP;Z{c zTZ_|PcN<|*7Rmt`Vu)xx>Z-Gg;{}jVK$bs5Kq}+Q0StcO2x;5-R<0bH^8zJJ#h8&Q|oX4PevCQ+0uMcm87C=<4hfj^*I7 zMX6b=<`B!Fhmi(kiYArvanoR-(!Pe(>vb8o?Q(v9#53EaX&*34qJ^G5@pwz!f=!&A zasTLyocyzT8o(vq^|D(>1AagZxD&TThGO8FIn444g7?n#h10LJ{G3 zebF7ok5Gb;jltnoVPwol8M7=CU|`<`+WgwVt>9|tCL!u#ejpihIfbX!M2V$k8gX>q ztyhmCPae%JWGy(Bv{#Q!n#~%caTzB+2UWU;P94o@P0+>oCf)Jn1 z%vOI4_Lsi*2a()K$zMfYJpRAMEz92%HPKr;kUKnUA4Iwh6pB24^}des^kQS=cmEymBc7=z*thN0v=^w9Co)TI8tvM(5xwF~ZCZ4*%Be66*4~~?JyGpIZmTX! zG`LCAQ@2>&qxkyRmaL1taoA=o_4{bJrcW3k{YSyaW^QvynA2B16s&LIH1kK8p3epZ z_8y4`VGp5SZ>yv~b@k_4dh={We6g4ZT6)iVI^E^iqqC@h`oaWwkwkuABY>YPhV;hM zAwop~=EKI|m3fXEj5yCLod?GGHwwCrL*_LGAJ3f5ff*4i$%GrkWrUfcNL1AI!0uaX z(9cU-o{yz1uc~;9HXfTTkq<+fD@kA^qknhm-%YHmdCAqm^|a&7Q720Ac)P>Vj!?qh zKo*VDM)>%g21U^umDlJ|{%nn5JEt;gt@(;x4%FN;M|HP5J6>_=K|3Mw&9v-19v}}t z*)Lz+#Xzi$_^*y3-60=z4J1b11J|D-FBbnVi9mIZ_u$K;%tA_DU9j$EYy?KrbvfI} z>aE~+k`vGB51LbVwGRZkx*(3WspYtQ8=J_WyX7`H5IAk=^zI5^7p4OJDCK2VTj$CP+MGQRy!Qu>KTW>uAIF`oy6qPa?&ko@mYrHNJM`*u zrFb?+%~P8mzUfo7ug`9NXopQ4mp6jrJy^pxf2RuQgU{p7J3=pz!0y<1#^x7*jXw5U zyW#vd04iAT>Ab%1kIga2^P7xZtw3p?{I?6fExi%n`Jk>50ENmHC@iHCHXibu%9OduzWNL#z|fWXQT;m>qmj`6yGs=JFH=v1ZgK z$5d`>*R4qf@I;iH)bwG#70NWOvrSMoa`?e+yL=@vRYW@1QEkjtH{Cbk@sLugjVN`T zcC^ulkD4|Og>>F37R+s?lWFW|oQkG4d3hQ4kWpCvQ{c621daVndf*4dLGROt)u$00 zvqj^Cq|^4QiQ+>NKi-Xw^0SubTSLmO^I%2g%&F0{u?&WpQ|LKSCD2MKA_g)VXU-uRd^Rhb$mHEl&G3?j-ZXN7$$-k z?N2-g0e*gUl~qWrZGCYVpWff+vycMF6dV%;_NIYBzf`#hkPdIPBZE(O9x0FOk5o1rpKtUf?sdhpuGqz^MEaSZd|!<&f3b1y2t%s6U&$7?_$x~O<+&-% zW_BY}62A+_;p$_X%$r@62*H(^`xf0mT;V!IE%kor0-{myF;?1{vaL(}9f$PPy8VuS zA|oed+Xuz6i!f&z@P!tCrYX9d$HVe7K)CLx?ed5y{>ysb=3qzsm-!9PY#)hxge&*h zqB`+c8_{$3U{tZiy9e(OBwfl(;ZxN9Z<|~g?FjEjCC|NHHb{#TjP#bEc)UE-r`dIH zTjG9iPI}t=eODq$nISY);Aj^MO2lMA?}+_^)2ct<5+)kmm0gj>FuSV z)PIs6{JKZ%MN$p(;e1TKZ1|Gztw-yxDN4* zR^ysog!_H6KpV+yxcHE#eA+i1a3TRG4>U4_q11{PzV77~4s+3a9CdvZr3!i;}+ z)lP$Znzy}R4kHhM78Mlu{yHIok|wzBT6kmst2+Nxn%Z)g`G{W1k=QdGxWrtfe%SW4 z7icTi6nHhA3E2+39VtR(#9Qe~I_-lm4`q-P%x?nLy7J^&RDbtvdrduwDQ zyK1OCLf1p&zu#}9_YRfDUSz4(kuB99UkQL6_|1nNV)ToiZ+?_8wk-R6xuB1knQY!- zUyMo_E6|i2DksoM{&kcHAGZ}e#=EU#4h;QbtNv)3!`#EO_oD>PCgkJZh5Vx$VKMTl zIzOSp*)}+t*ug?2drx!=v=1Ar6UTNVuaUpf;kV)naeG74flx6#=2;j|p7SkbtU}3xa6Ly6-;!3^r?Zxr?{aF}bQhnadz_y?dv47v z7{9&ws6wwq{m(k#qOoFd@8z8QluR^C-RRMj-;7W)2?#CBQ;_H!w<=2N?}QZ=@ib+` zM*r=QMf6k9X@?QXL;1RBxW%*Ia~ebAvy7Xx@}#KK*Ia|z#l{6>m?E`V7_3UPOjAm? zb{g@E-q-F0LZYVhVaQ%1>Y;c{A6<&OQ3RZKxnWkoOv;XHpp!pEA9i-&&d=vZn%+6Zm8V~f$u{^9vaTe(`J9j2qVm z#$utbM`DHNAJWTkib5Oi3T?j$iBIl6snm(@iOCt#{{!D0kQCZRG%yvK|14wObMb4a zCi};FY6Ed+9<8Tz^ll?E!hXNKNnDDAEBAN?`=13@ej$M zk;ds6?cl#Sc_ZpA4Qm^vf5-C8pNs^VoeNF&(;K@w(xflE6{}_@Z67jQ-`bDtBu`i6 zJkBj#QKn^ffenNO&`dj7h*E;0-VnzIhIRq89%bbaB9<*dS`>NP_%P@wL$_-i}O z(DeVY7XR20$#82{(a?d-SDcGPiPo$nT;YAyahQn%n+6Ia=DZ#Wu{^knYCeC!hdbw~+oJehb_2NNn_2k?`lsga^6Ej1Ek_VOY!NUYbYDbi`3Odl?W8KolIOVF#ew z``kZG5srHGGHOdWQ{HeDA$;;ZMMxVOb`U|Bk`n4ol`B6mbK0*ljuC$*Hrh9PV{hTD zTi@!x3o8a0-UpOeBk?N!NcG=Z#N+a(zY3@x32A8(a(^@Xg;tn-!1dK^&Hk70iMNop zJ7U4L>+(bN6cBJ_Y6o;;Jfj)EuP*30kXWly%9tGIUDFky2i+9d4L@DavLDM$tbX4VDVbI*RM&7hE@7fh%&K91X z@8m!4^yQqb$$4My6+(SO|Dd7s+L3cs6f0L*U4-uJv3$SJ^fD=Jg~?nHK%VSe9pbI z2UY?Dk(;FH(GL**)`R}*o1GWW4H?DuqWG7!1sBko-ThCMPf__@qBbX1FaPc4ei=m` zY~qNhD_eRto|*8|fwj6EtrOQ*klj)}*KAmZ-o`Zc-O(?DvRj~c!knV-&aQqHt$y}{ zVY2Hizkp;M*nzT@?#lOz`Y#1Aj288sAfo!lu@iSNBCLHBgwOWN8Tbi`ILvpVZXv7V zb0ht-YJiLvptRukzzQK&*wu?*&_m|aoC)vEZ;6SV)5zOgaTtj{HyxO7tn7K;v(gYI z3#wo4?AOl&)f?e67~$mv5t!wf@%gh;21Zl4Pfln8lNspDaRrIOJm1j!{K3srpq)9+ zLWAEcYCC<@KELCEhaMx{py5Jww>Q}=hK93;=lF>8X=2Fuk`1v0`5>r zAA(n6)pT`v7}(4^97V{Y54A1$4Iz{f+_zp@N?kS;OnO0|y;o8Pb@4@HZ<$J?l7;Y_ zA0x)}7m!u1X}sK}h;+|7jhbpiG_@JdtMePCW!XCm=Ul1+;ONQa&4=ACgffK!yx%*g zb^_1&?O`%4orPlVrJFvfI$hesGr8#mHda?um%`bzY4vnC&>FZ<9VZm&aR&Y2;o>Lz zsx3GOqfF$bXlU&-(HRA{P;<(?!B8vSE%ttiE&Kk4xgn*B zIShb|_(aM>Gy88gsQxm<`$zFSCRe{_S9^GU4s+ap73xex+m zEpM9pawA&ZUvG4Zpv<379K8EU0<^8Yo@S2~lSciK8=SpX$aBD3-wTREf2zvnI3BOr z5H>jOLPIx7nHuW8D0_>PFudNe<#7Rq;pI50#^DbPv*aU9IfeX`jT>iCW;{;P4dBQU z*5@g?QE5nACUg9r8I}-?TTYI6E+Sb24)!v>D*+Yul?rb-QN1pq&qolNeJGJC%717e zj|kBI`nX%mOYtoz_pu#i1tpM1Br>v~-0us?xbe8-H0rF_S+o~rLS+i%HY zX8|CrsU&+1ntKymY8UcH=e@M)Kx$UVn(RVGMZCT0Y<~^2oy7t{P30j5XznVg)XwXV zPK~JPz(U3^vq*(fC>TZV0s|Y&(5}Er$tX>VAF06xGyS+qh^7gpdUN5bVP$4Urc}eF z)}==kuy@9DNh*(tRe6x1RLk~AA3BdYxZupYK7DuV0E`~#1!HrBNU0IH zG)$LpqEt)WBg&Vh)b1B>385;n9>O$*^g>*FXUHh7k%2#{)bvJ<~rO}J`fxsPf0hi-`aUgq~g8D`T9>^dtVQ0+Z;y0sDLrM)K0LN z_|my9{mP%srd(pOk9%3504X+I_yL)t9%a!^K6EQzS6$jgBq7?9IX140?U7q13C9A8 z@y)hLDgZZUP{>o2w1gddzD5g;Y(K3psXh57SlxDoS)wzVCYq?%?3cb>V{1>PxUNIA zPyO_iF<2zssnV>yF;jz_{sTP8Khhq`HC;eb;uV~C`U+VG5ZBOG-0Ya)praWi_=kD{ z1rkK9(3Uo4?o3ObfTA82KaRpbMKYz)(N8L4FMxS6*_#(e&hSQ^Av!a-ZUgzfwzk|K zOX-gt!IFyGxK3CyZ!Mj&b;tQ^ozMUs{b#%!)y!9&q-<5rlev*x)Sl^MfI?e~To5R4 z`lH4lSKT1B*0hZxoI|ce(jbpE8FoF$Z-kuN+Ghje5QO7@BrIeew0(HDw-y zVy&V^W@Z*Ga>j90E_$w0a^##?>`3w{{Gx!~>RygPEgjE!bVq| zCkC3S58?MZ7Cj}7jvJO3nMkcLnV*r%RzBVAMr=ULk{mB)wCtA!q&elpX5`3<3^Fm& zYJw4Jq}|iwGaeP6B6PT71mkfGVq|!SoU_(N)I2&NH22cY0K3F|O{#FsY-Fuez#(5) za)WxJwV3_&G>qaR-AX{n1iuHLbxJ{x?UXOd>Z8Q_eBEPd$M;? zr<34sXgho9R=~o=pzhdIQT%`SS$iq)RC z*;Zs(+5ZsJs>(y}ehc8S3^jd_4t4@EHD!xR^B$R-h>T*HA2CFrZx`%(u#lZoXN26s zdU>A5PLrNzSqA+?@Xj-3crvIWPVI~%wgY*M^y1*)Wf9RZ7_n1~)hn_QQ75Fa5lvT! z+7hKU5NB%0&=sP-v^e#)Ri$HWfCo)n_!un3voh>ptv$B2oz7rTj3K4Zg~w zfS%u+ygL}|_L&5n0v`mnYAr`>gwRyH$No(Fd<*PB#)qM^$Upzn%-=9y3M~?a?+!EU z5d?trJVDpA^L4|st#o%eahW!{eshTqFNQbPtY?!;x7TzG&aaU%KRypfIyM@%w(jMK z!Z_!*GesZ&tXMY8f^Bs}l=e`|j$RwbFp|kGhE{(7I{%6~**NW_<&y_Du*h+p`B+n` zaE;^5=z9FZUis%{o-lQk$|kgf+$sr33GmW023OZnff_0Btm>2yj+8b}9`e$BlEx?r zpqqzIkw8bHZh0}_z@K*?>?_+so+n5;E>Q+B-L9XfrmHD3ip7NHBXn3cT+Mj{hs?aO yB-m6(3r{W3&BTHj=*=Q;m#fCuK5}MHKE_zB3!Pm-_eZ53si_nDN*gecUi=@D?_+TQ literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_13/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_13/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..5fdeb3dd6fef4670445cfb52fcc3153130fe4c85 GIT binary patch literal 10255 zcmZ{J1yCK)(q@oAaDux83+_%JKyY`sIKkcBJ-7vTcXxM(i@OAOz37Dtn#^x>ZdbCCtFi8;1Ck`nV3(Ws_QgC!(*{|C({9BZo4{lgY^S3{2Of`P`}-KMo1nPgmW$NR*21IWAh;+49gfgQA| zRo4L@NG2biNPnqg&%8TVyR=Q?E$-!1wHxQ!O71bSw z_z)SH@W~|Nyv}o8GbNX4=X0MkF~A%vm0G!YZe}S$h1Hyhx+K5+;~sYO9Qr+?+9^vk zvdY;j9_jCje5vYDp5Fu@t196G#HcFvSW>cEG;|f=k`ICx_lMwLKXkGs@p?hH_ApOx z#R$->u|V7#2$i><{}1y7vO`dt5vvAS!Zl2*H(g)Y*~q~y)f==QiGDApOz@l0FAI#= ziA4L4Z$<%<4E@Z;k%^zKDZcj~AVLT0`0?c-lh*hL(_s8bh85`!j(v7K;Y%8x7^t~9 z`X$yXOrkM*L=oOVk-hu<{YTpuk}#UfsM+C?8D4E1H-Siu=#j=@MCIqs@Xq(14%lb< zEQ^e<_phOIaGBb>3h)PR7yc(4h~Tg`XR*CIyvt|lXl?AWe)-pwP*S{)1qN7Afl4fh z;(cHL_YK{)Quu&Ous7%T9>^FM9V>6nBOU0|)Dm)ocyBUm``DR-;?R3)r%x zMe#=k(XlAtpix4H;}NE}(Lppll>LIwf8R)kCQX#N%7=w~&e5XT(kO$>3B$D@HRk@4 z6B90{D)DrlY@5ittPlCUI2yFCIP{Xo-_bn9Ezy|n^VRiGIm4+@kgCiuYsd9S(^$}pn+nVYNnE{!p8qnLXaKLxcl9PS(JPirZ0*jI zTXcu)%m&Vj4A;vRqD<124HvtVb%XeZv*RKp2^QI`;|D1{Ax`*|2;=N@+p}IrAObtR ztqUBz%<_DjhP+9u=|mQ_#Po3=>9<1;ypoDfT<6tcKCeDh@hL>l^pY~j6m+4=PpQ2bbu;(AmRZ>HgSCMLy2FX0XhFT$V-*zK!(TV#{xXc)`!pD(Ao7ywuCp}pv&(yl z-k|HPQe)IptdiURK0=GxDjEpbYgl@!D-(0_Eo)Rb75(Y1YB+UHw&q%hs8_;u-p8g*XAg|8DJ|ZNJbZy(KHI zO^grt_P+64xeQ{i<2st4^I<=G;$O+BV(+%35a^Xz6c!$?HvDrC)o!s@anV59a_>i| zYRBPj@oD?PEQt1Fai34=OWpjvCYXEie6Jj2dPd!&+YS<->7bw6p*^oL7u74E7qf(9*)-Q=xsfH zAP(Kye|QXx$~K;Tr*rt1AY#(OZs3nJs(yvIEa{~}!JE~u zY2ztk$q*R z-sr*Totz2AU`e+3UrNTUDvqpeRT}&kww;Ik6_JhxEpu3Ne^M0G~fv4ehY!TqjUmq zP2?xUOzpURNvTk{1X-{q2XCRy=bu#~Us~e6GLgZ64A_Hta=`^%|Gl~7Q#)@02Uf~| zn6dAtMN(D2PpW>35OPI`um}#cP3c=8?62A3Nb-LgNVN1V7c80!4mw2(I7P##M>n7E z657pCA)mVu%5d7)e08v1L#vN=AyRoC;h~!nB#Kv-l%?kNrWhkveqs9s_CW}@DOF%E zY3^|$N+Rr%EJt@5mSS`=pc})B(Bu+VI(R4Ar4u7PI5;4buGW#Ax+82VlFg(1b6cIMsSs`J;tp?GG&pHI3wb3ET$)z#*+eVDW5{=sh&haQ*Q$F>H4%GqxS7l zotHnD*)|Yp(_dTO;b>knaz0Z0ofILg|1$zd-<8&G-(MyunUmGWhI_r)Ug7c6Oo_eT z$qvGO@cdfrOAF7-l%*_-Tulka28{_>r!qx(mK-!~RTGH z#BK)Ju|?@9Hb*$Nj9R)rScPBmRRe{DyxV<2&y51BCQC=rGSfPv+#OU`d>(6OjZ>=) z$_dN0J#?!%-`G%rR?Ap-)*Q#1UAacN`Vjn;2vFjMM7M2{Rn`ufWzN?V7cG|nT9v9@ z`on4yJfH0ntqg_5TjTSZ`L%%q@*x$KhZ8n2IV?a@Rar8fUOuzXcvKtdHSkNF}~ z*p5Dq)}yg?hdj7$g(rj(aBr7 zsLnzi3(n^3<)t_45{`-i!LKBF|4xX1`ayD3B$shfzoQ306}!~(u|fYL>)pOrBy^pN z(Wkvrzj9GvHxv9YyzKaVNNZ9>&73?1OvJ^$dbxYZNU_tq(pr28^vs;{a64K3h~2n& z4g{reG3((WUaD0&lUbe;U;nv(GrbUcv*8xB)&YRTZjc2|a#wu1_wNEhj}DHR?oWc^0X`MtMU8Q!ujAtpL=1osmi zE6F)tvunpsequcO6SvVnE$w>=4a@<1qrg~?Ui6ohBjqtjZ|%c=rv8~Md}!s!p0RI# z{s^!LX8HWN;ZxmKW=z2{4m8YmCn~YtCu?oPp{5+9-fPZn9Jyyyihfg%5aE9(%0DYi zTwKU^?Q)@kb(o7S5_2@%Uuauf3AW(m7Xkw)XN+`3H8~O zLl9+m&7zFmMcbQrd=JOYEO&>GC|6he78|;5*t2#H)~7DFZ6C;J_FA@k73>Xn2G5Xa z-Vmly+#5-R@UuH@Wm92eq9Yi&>6!(21k{QCUeK;r0DimWwP&*Q2xg-nf1uDRP)py; z|6TF_%~NO?bEbdu;7qy-JgitAdsy%7$gd{v+jjJ{l{fN;I*}+56?yxo?)ea3WKy+` zw}wyedPw1=!Kftd31KeU=sw3%?i3Ncbckuekm%jd*U16)_G(HP$ zbQ+aJ`9cH~k4qlw#Mb!0@d_JT<_m_kTErK^7vzlSKa1>TAGa0f6lo4Ts!)K`gBNOg z4X~;x4zYMml`oJHo{9fb=|4-?|2~n7O9-UFWPkXst{43_uVdSqCX|^^z&)FXVb#)< z=bOn)$OmF`Rl-y-gFV6DLyh?4j%rg9|@ zzT)g2$uF5L(D1afjg_{7qBnER#IFW2ODY>lE97f>Fkw&$x@<0;7g2n5IZ;+=tcWD~ z>{3CP1NSQeF{9^*bBWZqs-B;ee=5S__;u#8v-9jAVf(@Tjm6E)eCtVZq^r#lMe4uE zPv(9kg`c{qLk(k6e8TuyJ!isRd;I<*`R^XU)WDSlH8(%|mu-O%SKC@U9vTI`BxV#M zt~Zlzk1nfsJxt$CJEtvOz?;SIL7#`CXTDuJPL+$g$^eZ==P5Y;;6*Fq<|-6g6vY2|y@ne; zv~{nqq+{_zC<^m<5t)()vZR>dsN|F`}PrZyxwpmk`VVyQU0j(gaQ0^bM@%iXG}>WBDwzBkM6NbRXlJ zaEiKD2#$PwoDdSyf6gUt?mQK_=^N0FIZ-xRAKMTj@@`B-GJ(v!YdC<@jv>kxHzr?xt`b8jiRA9#1RL$99hrSwP5V0iA=wiY%M!e-UY7L4``l5 z6NAVg;lIoN8otT^G-^pS>>K+R*XXjh<$2c$y9bFcSiHD1?d}$LL)tmrbOf zungRV{LVtGYHWIQfoUlz4c`0@31QwgTi&3sF#VECoYL0wD_tl&Jv1UkFB1ZppoRt@ z7XytxTxZ6D)(2#uR}xN24K%XCu<4C2)Aa2XnjNaqR z!Htpg0G?;e>wbJ$y>@Chw8`%UsyT=2Fli2zftAH$cu^#`h3tzdA&a+%kZ|n<@pNSg z;X9tO1OfDRbKfE`MJDnIDc`!+Im}4SD*f7^LbjV&v@ zEDtQD?S(-A!g8Q#;Vv>RM8!jJ8VBfhVQb#c#~MuyyT`CCa;L0s^Ti#<$azA3lp_yNOHR^pU8mXo9DoS?9ZM<@(^JE-};HJd|5UTp-cG ziO)x`0gp>X!E2dNNXb5zvs#vZ)CLY=?MVKun{}nvm$(6~Z-?aU7$qyQd-Qj!xDF(e zaLGiP2UB~2?B@e9jzAyHZkbQ3L_I7DTrL3q#o0Pt`6bKMSrZRRb8zK)yr?Y+G7KbB z`!0=_jz(0w`{cQZ&YUY>?imn$8DOe#cmv^b#N+C5v|gPxbAftlTDs>FZHBTyIT=z= zP=`6$i(9R$BNmP{AvW!P=+?Vyt(ypy*QduJ4~@tKTOtJnc*PnOAO-X*d-;kWeb4?O z&_3-pijuvjLik?=!1?M*^v1KN^97m>ruKK3!iIsz;r028+n_o~O-z0lZk>qn+HcE#R;conW+5gdf|DzkA zESxeIy{EZPi=VOcIx)CjUN6UWwKea%PHv4<0b=7;9c~YCee>f4$#r`?DyYtB&9W)H zeRI3mnxK;2&!NCsI48ribP`1Wts_`)g80&4omx}ki|1}Xe2}kkxsL5z1c_kn?Fk6VX(jrm>T;eBJ3FesmW=iaEjDjupP5Rjh%jDSzSWyOHePqcU6=Y;yS{mkf%Ha;g_Irk=e%)#Ojm#8k!{=% z_^l84k#V}mt@VGN>1RVVE*5&P?}`+L+?C>gQunuc)ipVNHsaOmFtrHj-7R23vrzuz z?9031rUP|c`zk$Vv`y|PbtCrQpPFrtZsluTFVc3*Wr@y1Srld%czj08EedCjtAN0o zvoB$|UiR!gNqk8F!8QqAO6EYj6e0EGFJ2&-GEsr|(xW8zb*B-I)qOdXbD$lXU2CHU zxyvWp+dBXZd>IHVwI{OuyMeU81XAHkNAIGIxk^i~t7y<(<4to$2H{rp|Rp+Loy5+eb{3 z&r^1dSu|MFRLk6;q$QX)kj78`Hl|WFN9P;?%b;1Lae6FCg%e~N%TPRjJoQB&f0n08 zE2@Q6rZoimS8xmtBBNZA;Ry!Y&>W}jY^P+JbdZv;n=19Zm7*2~HdFOb(hmnjV&VfE zb#>VCfk_N=5H-S3lcj8Nxccad$oM=XwtSNl^b&UT{7=(+6eV+$a#-0!V`X)Zc1}ip z$t7|Iy}ZTUmgzgbH3P4q?+o&vE0o7>R72>z>XH+E_7OS6%jQn8>RH-!WT-zw5FK)_ zO2vO4m;Bgct+JqbeYnU-ojjIy`woUi<1H73E?e0t6`P~j}_^sgQSf&sua0-Tf-5WJAFt#aY*}!} zcxy!<|DK_81*+)!W1)Ch4C3o z{*;NLj&vj-<)2A*IToaAIT+}9{~n9)<^m4>=oOu@&VcQ(0fUkO5fuj%?2=UDTQp#q1ywXL?GSv!|)-Z&|a4+(@t zX_!S=i3r`#DstD5KKsC&%r@gE9Y3}%5yZZzW#hMw-(zR79`QSi`B!T%`V>Ys{9u)R z73AU-0qs^%wlN&6b>pA*^;#b94_7TN{4tdMwlWQv<`YGMsMs2Tg~A0^#2OKO;V%OZ zzuR3=qwa9RP%Vg|h8ND>O|+F!Sjs@VLqI+SsQH=ONO-b|-p;wPB0wWD?1TiwY2QH> zR+F8xSfxgRzjtZT_l(c_jrhEr|H|Fbo7=wj-hVJC>toyMyS`!e#R^;A&5U+-i|~4q zGABU%0d9w}IXLAc*nbqM->D(rHb^iYLN^Xy9JB%wysDrnhS@A*&wfnFfgiJr?5I+= z?`77&;gDVLMw5NFDYT}?LBrWxeeXV~YByL7*5#b8sf1FWdcR+(i0OG>zc6@oC0enl zmblWg2{7#qO@EZHf<_1eE~Q~dvJjQK3+ZsVAmUXiNM$ml_~*}C~#Z= zyjaYv)>?uLU;4h7Ei0M5r9!DESC>T2c?B-oyuzsPwZIZqbWHNrZC~591Z}Rz+xGOO z5XdUrN5fG7rUc8gUcwD+FSzNO-3{yu9LQYq*Gt|kHv9ge7svn!VBU^dOZtw{`kY?^ zbTNf*Vbz9vHc{W%FC-s(7-8Ul$5_u3oQHSvaZ5EK7FH#^&*yIK`E?M#HC&`Zc#B`i z7vFo|>P!f$_Nw5+Vq>yyscmQfKJRKbVgXZM{*jb#vJrl>r~a`)PFp$xAkPfEYY@FB zG!qL{|6}~44oN0?3(icX;q4S(7g^^Y`ohJ7tUagVtkYFfz4OzyZCGGS!D?t!iW(tX zwj+Zcc7gC>9U^{W-^b{_RDXUFa~rHgXCvfdW6T?Wi+nep;@R?~L3znICXqa1Nvb4v zspI0Aq0kc-HZ_4N4!Qz_RJayV8$p9x`)E4EXyw5=enM;t7jn&hH@2j!Tt#1I-c06K zdB-ADcMLED8oFEK`!njXLFCw=F0E-NeQ^iwGN{RGN9us?VcY$8W)AN3P+Y&)iFQK0 z1kvOz?aQ^*!JQbV7wce|=9fTk&nTX;0rU~#9`cwnQS^~r-*8b)%H3MsD4ti}Mpc2d3M5ITW714R3$c3T)K{tQwI`KE1`O?FiY`ZPEFQfZQ)==pMxl3Z~Qwy#u_7Bd-65NN^xt2-909@E^?&zF>krbf>IdiG* zo}5xuY<|a|9pi`c0E|9ivf0u7-ej%Y7r+N!y?!b#9TT6Xhcea<4JOrUHauUmyB~hB z3p*^n#Uk58%*5XY#ZLG3lu&g0=BUq3tZCU^PkznC4W$(&{e+)J-v}4~T=YK8epnWx z(qc>}uD(6{G{di?J1gAI6YRS%dcDBqywXT^1a;%6)tqzrqX=6i9)`7JCZ)_sjewYt ztJwgnyl5?UMdioJ?8vWjbk=Is!c2$ljn-JL>~Xuy=BStWEy=#e6MAF9hGXDt=Zuc) z*V+HaP@3RRD!wuGiZ^Ha|Bupxu2Ic2y$Y2fr$D|Iw1|DmT!N1T*kKO)p3x%s1Mvk? zMEVH6_SYj)MX|pQo^GS!0Wolq6y1b-$Erjj$}uQ!zvk&Rf9J+IVYvJ7SQ;5GIAYvT z!AOMe&KHN)VRSC3;-O_O>VA)^@kEgmp?i9)fvN{&k|^HDRaw8t?r-i@_Bg!pHiOWz zCaw+L*#wEKZbHPEVarIO$eIYqCBJ!F+dkn7zg|*&dgllXZzda60DUgxWvT!m|A`U77j9QiQR~LZQ5+RNTUF_%Ew=~@$rr9!8 z&vLiPvlvT2Z7ADek|C3N+G+!oTxaR-$gTG*W*g)NSSr!i3m)IK7zrzbS8I z0S}zo1ek!Qv4xe)YF}%sRY`aGoOt(ABR|%#M1K(v;ARceS)UQDbR%4N`b59Widw#B z9%Zz+MuVooDVmNMgX%TrOF={|UVcuMwQA#7%%4m&KhA;J6hj;tai%DTT+FTpMRg}V zMD`6Qrfgxdh2U}_P)>X1w|xv%A-q=s1NbwTAo!bOp_C9Eo0AN?Qs_4QNaGUKDF5*6 zZgjy*rF~^yPNx42by9X;yaLN zHCV(V26^U@z}?;c;|>XzKJyUq3M*dCs<~56%~ZCS?m_m?LtH0&wH8CyC-HOv z_-F`bYs?KYB#{ZnAJ&iR(b5`~xe3{v#$B0>Hoqh1$3F#1;m8~JPB2&Y>}mIW6az~WgOGpAEe)$kK7kT z9fR37lb&m=qePpQrFJ)G!55VEp>m~+K_(@Z4~@O285n_&-$}$9oBt-6O(o=&--B03 z9aJCQHq3DCa z0=0P+utA5=n|F>{U#3f+gkz)mQ)WQD3~kL(hy2wTFuiuL3@Bo-n5YXeSbZw@Z|2TL zKaZ~wF^?2Q?8^rPSwyRFN)+vw!_y@Z`D99=gkp=J>|T2l$a9p37nBEBnjj{UaBYOT zu&_tHJ2r^~?IMzmEp&>MElLo+D^V9GQ8`p@eWj(JVi29wm;<(OW4v`)Al?U|2qWvN0S%#(Ba%(jwv6vzOSIGDkIsy@O%$`=NQfN$GwN;yKj0wx6 zOjY1FiP!S0r{w|lh3rAe<3fk>%|+Q0+222(bA?!gjok(h^Piu1;a|5bOvPSd>8BsM zJ)7P5T3cPWs+&NrK^NS+H%{<8M=mv#zJXbNKZpKm4b=aXSD;@qHhZFT{xq__RJ)K> zmB`Tf21ZhZC#0P%FY>5<6zbcm5Qp*U{i|I>)2zIYD_;E0<68mfSPJyf)eAcN^mSGK zl_tPd#%tX3VVy!bcI61Ze?2Q3Hz3a>JV-{pr~AuWnCT}Iy5Rs_en8;H^l-w-{?VQA z^u7rFsLhz=Ef{Rfe^I>lK0uvMJ-0qFYClYnZ&;M_PCcG@shZwor?`n|VS3R)Z5#UM zbnbgCM5(5%r^yqkxto{UV7JQ3fb%89w-E9~z^qS?amT|OmIW6BCfbkj3%kW10FlsDp3NkoOPALFheJb5upl*!Q-eYXs zaiHVX(ctLmcu}IKH~>>02K<)yOR%=>z0pNQfe9Y>4EUAA5Az#Kgjdge2V>eFj;m4k zfy7D}8CQJQyP968lHt5xiT%h1FYWA)Finen&r~U0XQbbtGw4 z&@|G5zp!(dV7Pj!IC(3K)&lnTvdX2<7z)oa)+5;tKN1o@h)kkdG<&b=7qT)RTBeV% zGcO&Vfjs+$J0&T^+v^)IUw}R-sy_-Q)v6^fYuFgOZyE4qCDOZpm79}ffRJJkWkXT% z${VjkB&MPH$|oCC$CZ9O5Se^&DOHZK+>ann-AJYV@tIg|IpdkN*l)U5bz0k3Klw(K zf23Nqy8bDU9Z>X(n`uP$!IBoCTCx0|Px^j7;S*uh*d1?6=#-uaR*4mHz^o83^4a6g S#l7eaZ7vzgQ8^3h!~X(OBc2@q literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_14/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/jmdc/Analysis_14/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..11b141e4b477d5ffb85c3bd1acd05e512ed690fe GIT binary patch literal 10615 zcmaL7bx>U0`XwA_Ttje|;Lw5K!5VjWch^90cemiyO|alDA!u-dySuwLq|wQH@BO~1 znmfOFs`jpZR@M1u)p}%~btq#|-ux>7XJBLl+~2SFgeV_B+rD~Xl3LN3T?utoL)B(+#wa1V z!AXr~D)mvq!Ktj*4#r5g=Aa2n`9D3guL^PU+3bqUDt!_+gIAY24EY*8INvXO!lpG) zDXdBPX-6}FdvB4qyZJ=@YC(}T#4MWeO<3gbxEbS0#XWKI7-IHOB*VC+1tWl)E?1>i zrZ$p0k}*C|*|bXuGNbH1?W5i=+#0{}fp5QG`T0gK8VDy=a;~wl2N4s6Ap-$VF2;u0 z&fh@s6f)RYSXK{+oJVdP)KpOv3isyhfDm}VZ}X`zDxbG0qS%)u$jDQ~3P=!@ynXq? zsb`xw5u}s>i$7COAyMYXOv&&7z%wA^DfIa{Yt*E^(IkR$Ee}WHrm#>qBwBpc|FAQT zs!{4NSV79e!hjxuOcYQ{>ON_s z2zO0)=`!8AeUwEr#rHggOJvb1VWg8}D5v;<;HW_Y6Vy~@iRW=o(IElja}b~<-<)&U z7YbL_`BWV+=9s21(XvSYqw_~Hark;{mLY#gWk*B8nog@qY)UaY$I1`ln*OrWv^9bN zhz*C*1WD@eLt*^U_JDKr*KMEB+>}Pv34OoG-CRPw+bsewdyfx8`V@!!QdUXmDZ)Iy zFTMV?UR0K|efwa$QM%{^!})s@HP@r_5az3T=1_wv?!Ntd>ib()?tZK5Wlda>bJi6( zr#1s%HRdK?Y=k4?3D|m>)qS%pTnCRp&KLTt!_vCjGMQg@1J{D4( ze!F|-iuyV5ylA(2_an5mo%IdOpAEX>=8b(PWvrk6CkY;_lb`ygwU!LeVK?B2#|54* zEA6RA;E}s!%{{81;~dvBbuG z>Hok)MchcX@uGU>N%Q}8l+`m&p3f}ernim%KaWqc_Af=;fz#O_+p)aHePz8HhALRf z{J-F)H`97=Y=J?I1R{FqR8@#c^YAkEa7F)tlNt$R^w4Rm5R>QOW$lBDnnb4csBD4% zhH0u0zs`rq*ozi5QBCW;wFO2s5=iKw{~MOI?=EUGnbu>s1!gu9DCnWnS0Sd%hx~=* z>``cGi?ELIvdfnz2{MADWJGlhmUz~2ujgz~6P$YA5zz=)lJFFT5gAI)S?S5xV1O&gN<{sE$-X9e3KSd*(n3MoJtJqk96M&v;WMP zee%0@dyH1=W6y&UH^;0Y3>n28<+Ry)kHKOdO`W>xXf4-qsGU7YtYCE^{cKDRuz|d_ ziwL%)4zSM++-n)n#u)`Da9xw?@#Hq>h;skr;1NF3bPy19+DlRs8Y_3(Aa;5AZNiAE z!eORk@H9c>?(0nZZ?9G~T~L`KlJ;W#a8lU-~ z$K(j*idkBE#Iq>mT$N{2qtX|4HjThc!gA0k`Wz+g?nYtEgZR+du(MiVeq0>sHM}@+ zLbcs(PP+macZFHz6wQEij;tUXMo>L)FyNshiX)BTZFdF7SRyFSMHb zJ>!C6>C3kV@ox{I$JoKg*zf8IYrRT^zmb2`AuX3Q3hszO9jeKNgW!; zvS2^a5}x^f%JLSUuMGG$xH3IJD!HtCoZEueFzgt+9E4B~Dt&od`a(r*AN*Y-P?fd6 zJLzA+O|22A@=UGrEDDVjfg+>oqI2axpj%o5e5J%d{U>yB#h}P@l<;$u8i6Ppfk{bC zA`Pd{)PaeBdbb9U8HJP;@nC?JS>7^@8JX`6%$Is&;F8t-jw@N{?G90Tan71cJq8XN zGSTn1xrSUsahxilZn>R&R~zz2j~%$QyMfXBk0MZMul$GJ_W!Mtq$K)6?|}P3HS?u5 zR_@_#bi5}w&)^RcdQP=7vI{kAio>mSix>T?(njntW3A6N1kD~kYJXYXSmRUbTV81c z-miGUl({_`i%2B%WIg6?jC}uc8teX-(^F5G#-sOtN&Sj8ZN9EOu{8LR;#Orc@uwIV zq{9B8H}Lg`y}*Dn8adgpO-ka&g1@vz=xyuDfc+44fg41>e~?sGQiD!t{)@JwoIGOr zUF1j(vg*<)=j+ezO21x6ke=`7TbI69C_Tu1&raXM#5-M_8Dnhjn4e>HfX!BE$q2Pg z@X6I`8krl+&8EitNS97MPdOFpT)4Ffik7xhAQqB z{{9uUgAW=!a^0TdWp=4+gMaFA2BsUZ@!Gq9^4<1OJP(}`EAuUCM475uHu$nwt|7Z4 zOWLiCCk>zflj&EVY?Wsm;A>TcR9H8ayf}*9|b=5+!;45eX}Up?J0hb2Ea_dvzrA6|7?RMcRoEpNgq$( zBfLI4IjuT4e$TUN-r@$p^>%;luf~6Xsmw#wHoYdRO#4kEerdDmYWY_THyDLZVnt>n zVUwczAaR2_TpbPR9$V652Lih&Z=u67!jNAGUr&_C^wwyIF&so=4c@JhV>|=zHWls{ zOlC)d;^3y*h9Ap%)=#Xirf=RCQG76FCQa-6l9%<< zn`+jnZJ74pJ5PlTOAez<;Y(N*r`u=ub7|^F-JhZa_)8vMU4i+(VN^R}>tzJSW8-G8 z(I5u@L(5E1<6%=%&YM(+>W8)OGeaadA33#J=c?k9m4V&)?L^L@tY<#1j{VS)hfgf+ zv>DgdjJz;Ygi17ytj#(Ao;e#xYz<~+*sU4I*7^4-5khZTzZs|8 z=rtF*PX2h~YTObGR&3G) ztR8Xi2+qgdAl$gL{mmy+8ms@IK7IWt} zG2}~OTydGWbD_kL3zGA&r2Tl#lJ9_<>^*|B|62DljlxtkVaV_Vnr z^qWimvT5-5T9V<23xt$C?VPl_;B5Y}$!Iqx96a2sYl)aS=@^Aa2CcntyUgl$tmeHF zF4#T?)*i&q40(6ZbdRs`qP-B-8~p}$MjkWVx4`qX2Ij|u8{bq?9^w0zuMpO*wwfsq zq>oei23-g%PcgH5AM<%!_tL7|8{IsqlU`(k=j+%ET8*;-W#dT){#eEn1}+F{*s&*P zW>MNL#JiyyiJuu_iRdP_21!SNt*HO$w*T(TV)O8dWiL-^H^_bWL&);gQz>gs#+t5Q zh8OsjMJbc538Fk4Y?1F$-3D%$W|1;{W4$64;gt3wSM~1G0lKre{)D?p%aUD*>f^@ z2*Wvna(?uJVhd3OW$3COVEE`)=7slW{-hJ?t{{k{dj^pHO?&stc)airovc>S8apc3=t5SFx6Z*rzLXfffPiVT`yZ_Rw+ViK=@uWH2 zL^!Pe`(8vP>@>I4)y#~vro1KE&BEQF4BVgnIhZCzUrxK`Htonw}ct|D(#S=h=vnibfX*)#9lcG658~T`sGz~EPvJ>hII|QWJZ0A?4eL?XEZX4Cl2IEz4UJSeR zXPNa&Eo!B26Jl*Ozcti2mJ|i|e_LsG(a(WWAc%Fa%=pmO9qm&UEr7ZYEL}S*Btq~aZpW%H!{22S@Z#hM^ z<;cDrnd>`slMK!iU1+<3P0`rxh$(EbFN)=HS`R+n5u_hL+3GF%3A zkPtlGJyR2=O8YvqwHlFw&L=vVCIZhicC;C>VajYiH9dgHfk1GW>%~R!k6mUDN{6CQhpz)o19gV(IGkb<=7ujFZm*Q5pfgYS2xj{{V%*PX=bDlTigexOqd`#;L- zRtLtU*n>*1d>d37l<3A`qkaTxQ`Bq)j%^Lx2e89f0bmY`?viW0MI3iO6^I-2=N`Xt zQ3mD2X|ms+hQOi0JN*$(-pUvxOS-+9U zQG3_U%l2T<^`Ti#y#6EL1Y4kB!D1H>DeOsUlxVpC|D(p4`!O&{FL$%OQq)+cgKTAE zY;J%(P#?nKvMGT7!GZ_k(t?zG@Kta`GUflfq5bPBMr#3_Eb?ex!p=X==?KZ!dxoIZJx+m5g}b?WC-+!gCCxJ+*6NKeS2>CtA!Ie*<=qO5}R zvexDI+`SOTxE6vgWZj+v6~~8t+jh))@3X*p2WRd!*RG+aFO8D5+hypbK3x%7$zmvpP64?PUE?Tr6;Z8)e3wD$LKs=P&x( z>O5!vw^F4!_rX*DPhG!+xotl%6Tq6jUhlxo5A+>5a*q0XzBuYaP-oQQ5mO+i(h3#c z=>sEpcH)$*E%%%NCk3voTT-}#LZQ|lr7V&~PN{mtJ(c8tE@b8x7ty5VV@+2(X-|c< z%ootxLE3`=UKX1}(a*#DHHx6Yye2QnZK}nt+X#Xh>o&LiPGuf)p-91Y@B6ncJUI&w zW(F*w?VnupOdhj2Qf}st{KG-7bqlBMFei6jmtKd^_B9ra)59mU)v_dr-?f!kytn5? z_(-ypV_Lg(Jc>+pLoXF&&`E#$9?i4c`DbWY4w0aZp8K7ZSONj1nzW#zhYdzdgLJ?! zF7*R!OZ{2#phx8Dr>oX)nC?SXL(xU*R#)h@wu|uCk9I^lEzazHJV$EX%lh%^DXh(_ zfoh1e0AJ`J=fNKcL=Qtw^z%?@WBO*+b0P6YRSe<;GF$8Ag8mzel#=z=)rBeoA~*v6 zz~EUkq1afkzW8zRb8Kr>IYvEM9eU-LlXA4G2ZS*l4FFB}Gq9fPzo(Vb7y5K_{F&DG9z{@PRLx2bcAb-8ILh1pMSIq1D2^X6p5 zCCs2%VK^@(?fFr8&m2x2U`}6o_a^?t99B@uutpCf^?S$xyJyr4oyGb&CsjvY@En5N z&@0Xd<|#XT8mm72P+XjB-BF=iV|5aM`fZsdK|zLV@0v%n+1AK?;$?9rEWEusNT=5a zC1cMC7uFrw*Ms-At{U6?E5;s{_8&dA4A<+k&&l&3yrQ782BHprwH{sIAKCZopMg46 z(x;DSYvl-ZE7KXB_TDgrVZssG1EbpIMB91BLQ#FK$h&k=gA#n!R-5qnk~Mm*$u#du zoWlD$1kx-@{^l4Cfk7<{Ha+eWf+8eB%g*FPVWfN_ba&(PD7gbhcc|ee!#kTq(ITVP>6S zdE@A~a_V#v7R+qHRm8SzII?pzWKs=?W=)x`*Q~1iXd1M)3#v9klEkf8-D+;+<^tIi zV>mHhUXux9TQZUkO7s*ScsFYJ{a17n8iq~vNOg3AO$a^hav_C$@q=55`(K8{1f$Yp zdR9Jxc~gN&*R#hfp=|poGu{OXY4w6p^Rxa`T9I%}esx40ZsmhGNbmpr7K8(-GVT_X z`Q=;HwWgeWft`kFbtU~Ibf>m(N#Qxo*zUd}Gr1^)^~f&_VN+L~=*rki4dm2350J+d z_%dFfE|G|GP+W`Hw+wm5bWghGnUKmt@+SC+ho+WXQ4GOZ+M!~}ql&(J@mAPV8NoY9 z*WQT_EQbaFP2H>rF72Z3GobG%FX;xuH1(0IWe>5^Yn@*1XiqS7ep;VngCp0Fa`c~0 zXP>=^7k{=i>{RHg|9Z(V58!Jo5$02LKQ%ufM^G|`O;(rg$$SpbLEBUE*7v`AW#L*( zP_<4ROy@I3I;}7cyU`PdUv2ci5km_Rbv?TK0Z#VoCKAn|9H=ks4pYiN3&2-~*DZa`%`r})tDmQ{>#aDWIdGSkg6+skmSgI zBe0cxbUoo8pK7eQ5>)_h6!j(9-NImUyDU~ojEhP^Z3UA zvy!EOw=x3V!(LkWEPcn&fe)9l`rndck<}KRG?h&L8dl|n0IX2xIH&6|Fss0!tKIMe zoDiXRP_O!$fJ3n}GO{r^si~Cp4I=4JP5okHK z?EC5_@N}~LwI%PzKgJad;QjjU`Qkd#1sd3Hi27kapq<;SQ3&UyWTpG`OeW5`?^$Lw z&$qA!ID)Z=ayJ35%NfST^+@<8iUvkvziGjSgw!wxE@#=D3sx@bVry9D-d6_WU+BS9QHZtxT@~Cjuh}y9p$A;6-ty^w$ zD7Z%u5(J5}y6azw#0^=3Go5A%tR}ZJJSaPu`P||bM+WUb|Mn+{YT3SD>rT{MR#;I+*Rijb;>`; zx}B2Dn`XPlyiZ5_qfx?|n8^`+9aW~@Ah?}vn;xl*IeZ;O*Hq_k^4A)j4tI?0j_`4$ zyHc|@JE~-@`R*_G#Wq3Nbi)85MM?Laqo6&B@ZEXga0o7S8jq!Fo4lGhb9)Y$$-9}g z=-NMY-FUtcy^Q4LWCrMq4Zl15wJ%+|6QIECoN_ZXW9r z=cyicFfLegxyUo^MCT)P6{lYHRYh!ETlin*OFpMJX_VXhL95~zw9@`@U~_K9&vKlo z?Gu841i0EVd+ViRq#;_4fjsxm@9-UZH0QO=FG!l~E#nVdck;ER$`3E5-r-#@Xhg;C zFjGgg*x1UU=}TzTLWX_x-iL>-3tiDv@-?L*?fzN zI;y&?w&`AGq;cYA73|{0(E>&#r}pgGBMTa7=5!SG()`f(VufW#4mf$_Y@4b-)o?)E!NZo;YW^Wp*!Ugbu<0;~ za%@8irtdLc@cq8#8qrC^%6r!w{OabtVMl%+xWU57+24tX`)BJ8lY@s%3unHg{NPT7w=)zvRSp-(G%7UO-rLduz=g>J<;Rl&Sjl0Whd zPnh&aj-6Z^AmZ*Qf3RBOg`b{3JNw1qQ|kmz)`a4orCnpaIy|nR4`sR!KeTNDB6^Xq_?cT`yrP(|tFUkI$Vq>-YV&Jc427;smDIy^g{+ zA(y0z0oGvoto1V^E=V`-e_`47Y<}RmjsDSc_GA;lMFN)MeL$q&k%w9nY1{dqs+G%P z$_o(~AV>W{^=phSTWk#_dO5zc8gXU|Kua7>SCMq3wmmfrW=?RSMw1RR{Iv9U#~F#v zRBuzjD=>HQHcN=gqo*E3l}6Q1{gqN$Jqa!C7fqoP_hrV$4$KBb!{3~-a{!eFe(*c4{Gu8A|x9ljHVOf zoDMT9i{hoy6d~IdOpix{FGCyTjS=jBjMv_)1O2cEdPe*FBV_1FlE~G06(d ztmWio&5tE4NK-a$AA4nKUF9Sk0_+wiRhXogBCbOUyx*bnH{fcw82$4{)UU8?pO}<_ zH(X-t=Mr6_B{{-O!)rJnT9Y@Aj;fda6BsUvvUbUXlnuY0atWD-ke9#E;4{=zwUJ#C zxLG?YX!q57gqg2$Bbx`{4Rn~rJ%+MV#Pxec#azh{4TO{tCGJ}=d9eb}Df7a^l~HOh ze_!eRnPp`4^T8na``y+nfNvo7E808fo2`^!fr9GS-Ry*rw|ZnVk=IRO1}w|l2doQW zu0Y#F${KOfaz$2%3ib<7=r9hbShl9I@ZHvwUY~)qNw8$wV=!~J8izTGot2~5v@jLU zR96MPL_tQeA-77kJh3)c2R(g{15%rzfqqvzh!@uH(q!^cu@85o#I9UL0-xbVy-Y1w z4l|%KoCIakkLK8h$2dqk6u5t>>9gpCJ1;uM?z3;}heN9QCaZiOR%Ui&1H-2GF3VLY zpUNRR?@N|Q$tQ^9)ab30TYzt>bs#K&7)hv;NoN_Ae>)pMZXKSZJ&_F1azDy9ir+Bl zJU)>>Wn<}GbDYj^MI4jbxiHF~ z39=Xt&-K&`mis(lN)nx6%i}k$m8MsBfljS7GZOA1_cA9$9x3b^a^_P#rHI$T>Vi$~ zU%qm*_n$kiAzl1_f`KE~A)h(l;H@s*@|Z8Z{Vd3B_Nz&^8fnF|w+`jyX3ekTsDIt1 z{(>bo6)Hr~d34-w=$vRE=jj9eEYk6wp;Q`OnVuj>dgl1iQhAed$=%jtxIWid^!F%E z&i9EA{I2}B0}1pVc_ONSwr&=ir}q_7&t6u#GNhl+vL?2lQwW1F2?JIw?oSy$_agmN zQe=9Qa*$ZkuER-gAQNz+oi+C`^kCjy(wr6u7s!>@zD14wFeCXIdDG6$`vkJJ zv^jj;<2RtX|241w?#rv*3ViNRoGs)Y#uWnOS>vW~)!lJaR?T-c2L$rb8`lmKHuWV! z4RD~yCVlXW;7Oa;)_dO7k8O-_q;VduiwmB z>)WSJt@=~7c2%9)-zJVifcWPFeVz@kfhmPQoXS8VjrDVYx-8EhG2qjubj5+lZwRgw zX~CC&ioRr`!^`^XMbS#3$o*^qKD7BE^G z!ydNqJHviwz7-J4H~kB!b;4A z7-@$>#giHawhk4j7;)Ep9_7(VTX_|hbOzPH3uzZeCkMv@-kEYXnhXPJSMtPB24~I+ z%n!&eLzEM1d z(mv&@8Jh&ei`=w#=x$d`rwoaDdBloI!IYidgufa3N^2xZj^4C8Uia#EVNfo z;a&=?*2>Dq?4^k4=bxfqK8yXwi$+4ovX*pz0pfl&&jKnJmp23X&p9)JZwwoVsl-2M z2seE1v#-SNyx4oA`Hvk039j~kHBXGsK&K>2#!Vad>6ipN=Epq4>jaL&(k5gcfpN%|5;FN4)|9o`x$Y;Y@pe zr+n$&5A^XuB*ajwi6u0FqTXt4;9#P``lWT-{pwMkjIv?pfR?+x1-0?P!*S%W$d1^( zc3inqlnJ2^IzEwDprSQl>;ak0GV3R=sP9b#UZ?OQo%pFUfp!11OS2lx_Tcyq(+K5x zK}!pw|7{!L#OW16F!jdut|&>2D}Sx+%VKl_7w^b)zF&<#<5E+xNMStD*mN@G;Dwy2SM~ls)lxf_mu~kDkuL zvAcJMX6kJ}8tP;g{h8ecmBO=)$LwOyw>l%;Zsv#Erl(}7DPJCi(rEf-?OV8gRK9(T zh9L}N5I6E#HwH*^89SP%9s00P(pw&bSasJaB6PI zTV?%Ew3n_uBkDuPt{%_DU^Vy7VwSy?d>cE}dIqK~2(k4rSlg-pf2&p2@vvIO2djTN zSp9eLFk0JbsG56kG0VYfvW*?Ep22Dh!fpMRx_x_5$KHyejU8t_1KAb?+jc5MJk=jm!)$O~BIu2GfZS3mn8ML+_tk!?2XB@1Y*YOBj#fPi^ zyO@D*3qox@4Api5R=4jguG?GLwy|@r|3fWjg!)Y~K967wD`R$55kA>pTC#6=RDsPF zZwrcIQ;SSJ6`XMSROaQeQ}WOk^|||9lgLw*nXxgatD1)jI6LOSss}3o!5E~Ka&dJD zd>WgY8gW2z7n3697WTc| zp(sAlP8GL6@)6^!kdFRIaLtwc!CXMn{=MFH5hI z6Z@cxuE(Ro+5M8J$IAd|DuhJ_M;8rYYP|tDcdaC}vi~yvJgft6I?iy*?kALbpzp_* z+i^!hy_Tqemu^^{riu2F4vBA??&J5YTgj#9`g|aA-VGF72^lH2uv#0tMp|Qd(;%5# z!zw0|mI!L_;wAIEt%NXDxK5=2C<|(~dvGe-87rz;oXzv!TaxX!!Oxwv^!fvyDCOMV zdtMiJyLK3AJ@-d?6{?Z!AZpr4B^QD`Do5Tie}_xb@>X(T(5Eq5!tB>NnO=PeTc+st zscu5%D#EZq=80OVUw9`jxTBDyXxWohj8GHPPA*&mFt3S{K6IL%@+F&hlqqtzuz#5| z$%;uE>RdL$JAYE1Fq1-Qw?5relFh#Fv?}IVQe#+HjW}oR>HWMk?EdoQ*SI>d)PlxY zP!jEHWU!q>!Zp>XyFNT&2M_6w(% zzo<>F_L@|RNa+c;B;DYC5ox;M5~6U`fG8i3SGGysYyQG)!}m6D)>WG>-L%E8&W+uR zGnc=H9E^K3=xp6BH&H`+fBm#yn6_U`(fn)IfHar%6yb=(a-$p!{glO5%VXCn_LxFO zx!_3AZ$K`73JUF3J|)SRqCFTM5k#E!?4UIOZ5eVG78Nu}SVYtvg0m1XUOBD3 z;q%{_81vsh{TmQ4syN@Xw%$|$KVkc)+P^n9&;VM0c$T+^M3%Fco3fv#%?w(5e*Q<) z;om-KXX$9rYCoW;{*C&Gem?2O%KbmWE=%E>=BG~KDqXD-yA*$4eAJ~@(uq9MSL=m<)t%C-p6hH=qzEu z1Nn(Be@^?>O(liw6I`uuT2plb%O9MpNxR7cPcu#EdV&LO3yjk^MZZt^?+ADBpHJgR z`rr(@eV@{&d$DsP{n>j7;Bx9fz;_tLMKUKmEW|sBGJ$YKzu@N}ggc3N1L!*b zkF`$KfWwTqFJ#j#07;M6FjKBDf*z42Pe@7SidY{ttAe!Rx$7`SjIp}xl_AKz*bsl$ zs=F42Uy=4TkLFy{(#TD;TDg|>yD`EoTjv|5!Znrl?`G!rZC z{Vd_jj2pc%;Tuej2`*rt7-Zp{OR*shcC|xpQ5e_VMr{k}Zah}GC;cEou@}fp@1>@# zNUB#fJRBfe365ode;KjoSsqcj828( zQCKJlZtDMWWT^2eidQGt^6tuU*E7XFYqVXRI&2Z%+z)-p%mAxow61$o>9-^O7U;Z| z9oJJUp9s4uu6Z*9sb<8nAY*RDf(zM*;m=H8COQ>4alq%#c0Uu}uy)EPg zg_i=hT#(cKb5FbyXIyN!%Z4_TG}~m!Kvy@EbRZO%9e*2LI(9;&)nq#P7$f4YNgXYPq?Ru^9}HnM$|w6u78y~w!CaGaGf!$VRzqHza|BYOKA?_ z2Q3%TWf2#McRWC9sEo-Pb^v{Ap9ouSCp)S z)W|)pCHRgqhMoIvB*4@CzG67JM!G_1`q)wHag`(GgLRz@_kd&*6FTN?@v^fY_}LXn z(^J%$KsAGr=gbM(l^?PhPIjc!xteX|P-O&NpHskG*%L@m6sTN;weNX$1Gzd#A|&PrJo7wr6{r?1_U8CB($ zxfJ2(5gESu^p>QAqieyr_iDl0cB78YT{h(Z+3cRzUua)=u9pQ0Sq0NQAgg;%Y_e9P zCOh_hp=x*MDMf#vtB#}&zuH#$bV#IJC3JV$Il~mo^a{{_@Z*(oIt^RA$zJxK0c*r6 zy=eCve`(8vbzZ9+&Vk@_@MGy!M|P2&sKlOYm2#@EoKohx1QTq)WY&shEXY1?Egj8y zxwBoZ$RQ!*(RM%UaPPC!4ph}JJ=D-SfID7HPl;trqPcxXYi3I%j- zIvOgRfEJ`hFV9ap3je0cF~>hNe$8vAa2Pdf z?tClORPa>{8C^CjJD*9idwf0JH%XYTa@bGg^H`b6oS8gTFlLU+lrKkin$&zn=5BzO zaax*)#D3Z-J%=r>Bkme@Kek?sE|YKN1hU)V!&t-z2=3NHLx28fXY{EM05?%amC{+m zE}EOpbU2Y9e%N!}6d!$&sq?$^8W%}FMew)dnH?l{8BL6CDyCr$nJyj z2vAqautHKyN8jVjMtA>`&qi#T^G5rTmp|)GP-pSbnXTvIbal92c&;R7klCx&z6dIO#UFM0fT6&PTSU3wKu&_WqSrFxhoO*Y!GAsBg8U&+ z^WxJ#t<2)RV{PU6;-apIWP9>tqOUlT>KuAl!~EPpz-X;i4uobzp6s${oWSm~CDJl% zd`+U;3v;8-c>Qz~mKY{(bBZ!1$+*z^-~eH|a{;c&5P(Wj1zB!BC>oLN zcf9R+b-%)P&5ZBAb#0{$ijPMkpC;%R9QCBFLA+X8xBlUt00T8I@R|Ro@b{X*?ny-R zHK4PBH5GO0*ac_Dx*Tgbk2jDvI_Vit$;LX?;Zy}LBa6U1nZT024BmTjFC z<2%DB69bjoowdL#AtZ|~FQ7Z}gA2`Ek;o2ir%)@_th4KNa3-sA62Q;#_pd&*~G06aUvA)r?OPje_q5(trN*kkf+OXXZh#QZ=O|`xgtMj z6LZ$Xb1mp+BZEI#t|!q6#lk$|W(w|X;2yeKTb{<}TRFi+P0lC>AGo|J;}zz+Ig?|D zMuqnmuRe@G3fM(_I{19|@*=Q9xsTzW_F^aWCp50;rBhh=baS zN4PYa*Vn$Y*JS*sQ~b3i7;i(UOkhH$Okm*O5D4=p=I;3bu+RiObOYZnOTSK>{2jD# zz61age4I{}ylSPj`Id)85KzLE|u)G^sys((k)sc8lyv9^%^HqoMwmi1kUxQ9mR zy*^MfqbKMAZWiPs5petM2BR`Tdv&;UKS1B=s$7!l!z%Thx{a#_aEM6sqN@hlObPHe zp_pYl3At?o=aEKFd(}LAYnKN;j$$#q^$l9RQ6^f&F-w}lo?Mo$BSH!u<^rG!sYYze=>9nrLPH5mt)61sQm5Z zmz~~1WR?^Adv`Ui&Z?x3U$yPqPEH2WkA=hMFPNr}bgk{wezuIO1o&wyd`J4K$^r0! ztf4Jxp;P>FPGRZom%0($6B}}i6O1A4<2KgIDrsITYP6C2_6qXTSQXUXAnGe6`U%;? z_330_x0G&69M%f=X7P4;xDyRPHx-!OB1FY6?EtLMOU_|hii^SRz&IRx!3K$)H%AgQ%73&2M_ui<953wQkp2`-G34Lgc^?)xz#d+%y; z_bE(&8x(O7cb5D+hKYM9Dd4K2^5wJjb~BI1g75wwo;FKo5ghD2`M6*094{3^I5wSS zzA;HzR7ljg=Ny=*alXx0Z%*i<&8r_-ss{gnz}vC~+#>8k$c>fA7fLk2@!*r}N~MREq15}tF=z_Hl~SQ+;6%LuW`Z})Up;m5>pJpXug z-o;ULTV50ZfAna8gsy`>84|)|IhZyr*F5-mOS*q!M%K>IoZ%}LK3su8&&EU%T*lM~9 zN|$cK+uUb4g%EEX?#Bwy#zsYB8!+C_tm6BASUh{}!ZjnU!cDCR1LFxI|D<2`HQR!y zsV~}!$N0W)$86QeN-}=gxN1i7TofAP+D(+lFGpsA0V3?_( z4Hc%eDlNHtnxRmRV%Vf_gLB6um2LRueqMLOL51sD2_k5s8Dc50>3Z!r|2O=d3i17hK3=@0pA{d!dI=zcEk0&woIslP zJSQTj2P-Hc6Qezj&Zor)xI~OPJ*USKcJ}v=KWjb+v=MJ^pV2r*ZlPfjYcY}ESg@`a zdHiyH_OvS}I=j(z{_uFD3U3l6Z~3~z+Z21m`LdngZ21MfjMFrL87h>r%f&xb-ue`C zd|F-c39J5&BrQhkTytGA+1_;kmBqJ#pl!p98~&q39HE`!w^SB@j#@_CnwWRtK=8t7 zLG4Z^aael5aL`aKUGFo|mt4F$C*mh8>YBP|&(kOh>Wii#o8==DO}G~BrnLr`FMkel znu*d&;^V?lFXFv8v_l8a>5tS8=pY7LIoJj8OVA>t+!#>M&KZGJ$^db!Q&Aa>-2>WV z0v?nkI%+MciR0=`)(2MigZuZW4>KZanFoZT4S9>;rhpQ>bhaNjsjYI{X76ha z1T2pOTo<}=^T+2GJnfKWMEV(r49~@aLLbLhU;lIZCR*6qcPwHO0l5_~tdt62R4}5y zWwiJ(0*yASW>O^&kfeBeugyY48c^06iSKVNdnTBO6AW{-UZsVRT`O0fvz>86>2tN* zt-Y(_J$-sD)$Suy(&fx6S*4vXzMCk6Xo*-IZ<0zTqc|NJU1QAHc2KU(ZtYdlJlt?yxPwcDHSTCWee8m9r*m#X=*a2`|&$7L#AHj-< zyw>vEPor%(z?K*1v4fYyuh~7|AD7%VJV3qHMv*H>R`J`a7%k%_04L9N>WNSK$B&{u z?(^`%kN2|Mtz^YQUWB_a55&7L_y2>xrybot^Pej@FtziZ?$Vei%E%$rr!!-Q%wgDKKTN0;2pbn+nbAdMV<+WjFXZ+8b~VLFyj)=*7W zCH0ZGO6+``$!H9fC}s>(#CYX=uKeCC>6k&65!%3_5!ymbc|@bDM*_Cx;8CN&tMn>z zwkpQ$f$+*bq>u^A0fK1LDZv$OX-RF6ePhl?i|ei=*T@4UVZ%< z|G}uE%fzBnmSHVrU!i>hI8i59sK-UAR3OUzUhILW1DX2|j;yhRg(@}Q2E@#90!$z# zLVFdYbqj>T#TZQ$1QZ*0eEei0rUEzYfev2_B_6 zT0-OC>Ll`c$zO`{FI~3qSV)2j?eHO?H}MvheO$iy%cEk4J9r#B2Avrx$LrjlQf6dN zde_-NtCTC{1lrV>nx+-K$MXtv#=SzZ}O{a0rS8YSF<`R zNM5Jq=3vn|BADhtU8`ly{uibn@U#&wxqh+ znthjfC!d9ji0>TriK8Yor%MHrux#IF5f`B3XCW(`e{1q=e&X z($=wNY*0v#p1}kj$D_HejjL^BT!D;tdjFubo$K%FM#0On}$&!`%Ex3HTPoo z@46LpwoS>{i|^fTD;<+okYn@*>(n(J#_PTFcJ7r?`Se7+7Vy9d&~&MicyuU8|GB)X zH>ba^-T^jAjlzd`ZZ+}l`l3aA_uBip0_=MBYE^rr-b&W6P}P`E831_MiR0PC@_(;p zRa?E`hZ<`oq+S2Zf(5Z{s%L3-VgxrVezo&zfJdP#sSB~qCy{l_034*q#*Y>2zP*Uh zGUbo9P=lp7`)*n7;CxT{3982JXJ6OT5#MQ8xJ|z;L*C1EIsWz$t@`%z!C2Ku=yK1C z?W@^|*R(%WB>oHw(fo676$PyUzJ>M3bTDTM<~HUjcVcM<(!*P)TuhkyGX2@Ld}`*7 z+4Ha(lCH7YreL1i-_6i=XeC&Pr1~y&Pt&W_pW+3rD5h%(s_F!s&TDtOuD^jM z&`tQ4C`Eg-bR%^B__JK%0K5otMXya9Pp3<3) zfJ%H#$;GbnM%u-^;iZf67aZ$r!rVwX3B-DFs*p$FLgSd$fNNr4t21uZEuVy%t+fsN zu;wipqL)nrxb!M9+xg{O^;Y*D8tZ3Z#R!NC3G(#+2chbkofFWN zAEp!9ycu)#Hxj*e!u5K6RcA@gIh zbvFO>m4CFzcuMy&q_qcw-g50J>J!@V!J}U-EVQnyFQ|P zef-JV*GU5l(<$dsFEo;%qkgRYv2D1-CK%mg_>_=MEOdR!(DVbeVeq~cP3Y$7n>=6X zRlXF6k4od|V&=lWf7q-)ZV`1YXSUa1j zuu{aGH+5xGebHPRm=2u!0iOPdDbl-%QDZ!qY|><@Fs{_KP8pbVYXdf= zfD5xB*JuOu6J~W9R>dT|q`F&*js;lYlcm+hHM*DIsx=uokR=E>JUl$)YfL!G|9*NI zS6+8KqpI0OlPv+qz(OF^1lewZRpNTj8P(pRP0!P#<+JdGKbp(;he3@~=+Nfzi<|TT zB0qXzSaLm8RsAU$WnG9-n(kkv?;oAo74WA`W(ICSWTU^!o^W48MBMXmlgiY}5}};c zC!`s<&ml*6w2^h1KWdn*aH-j?7Ort2nW4W+a_oj6a=p5vb-JNMjbrWwJ0NS1E5U)`8UP zZH_drIh*OXhP_|zvV!@@eo{YL?D;IL^gqMA`W}CtH4t8!uxDv^FQJ52JRLVrhA{k#1yAouq$a? z&S4HoR8*$SLJ@QM7?OG0YUt2Ur3qQ9Sfh_dke1dmcpkG)*OUz{AH?ukO1cX%($VQA zn3=F;s_xCQPqXO~v3%Og2po*sz6x>Im=83RgLL}4w7eF{G4Ve5g^%b+--gEh`w3w4#wXk(Z2jF@*g-7jS%=rhUh_V zi;|gmERS~qj5=zNx=KnY(zqI-CZYH(1BVfXsF3MBulJ}>k3(WJ1rYRSw4}d2(hdrn zV~ULris9|bwPOwh?jsv^Ld70miBAl1_^*&Z)`&Y8@0cpGrADmAlq+;X3wyrM)X{$N zc|wdUx$|qLds6338IRo|Uobx?G3K)W-orb(RjH3|O@2X0wtuOarIA0ItD#9^T(1dn zRxF~3j{(yhG_08Eh|tiDDs<0%$>a$`#KYMSyd-ev!v2jMwex9y5k9c0Q&5r0-TDGW zMs9fc)4nrgp!o~Qhz~oAN52&zxc<{V4vbuTQt(P3U}f*Pjeg~8*j`WGUK`w*A9Uwb zofjf+LNFF+0_!+!i-2%SOr88$N9Hyn<+zb<#;hAU*t?~;+~60B|C*Y!U2xXBY=qf# zs;KlK&AA2QnOv z4F*7z96N8nFvM4U_0lF~&$TiTI8nVlhq&)^$E0e&OqV59PI_09e$vt{8(XjpTpzPk z644ES1wwjXd}UZ4AUD|vK=l*vPAeFW!UvHuhmiM3O47Wj{Ej4BQ9i4yBehCcHZ&}g zqTH?6pp>gJuIGlr&c&x47)JCVO%w$#`^}VlGw|I;W zT%^A`dLyENiy&Y!`!%=yAab@yMcd|1GS@|UKQ;lzeh-0y__MS=&zXr}R5L!LBuH0BEND$-bLRZ->VCkg6cfa@6={_sDp5Pr&6 z<0~$2gW?jNztHFnD9zlQ`4#h(qwCi;^>IyuPb}GKk<=rmzr61Iga)j!Fs8=aQxv0~ zn%hY}z4_2G24k%0*|kWU9a{ecL@+!oLgO()9EyZ{bTHEzyx}BUFjY!PxChH;#G?|@ z9p#^rkGG=a-jrVuk77jnkGK#RQN+@~jFk5~Bs{ojLJN1f=5l$6hFSzOVc+PfXCrxz z*`wIOyfUM?MKt*U%#tYCY=K5B-s2-6QYOD#5nx<_Ss?0nA;)ghOW7xW>n;MucQL& z*S{+1B+cW>n)|bc2i{ys?a11G@x+sbjG|otQZDXstFWTzd(fp$1!D>RYVxp+CSlOI zU6YkZp^YfIr3}SwAupF=Y~G8QH5|eLW?Aku_$c1pu9-M+gK#N~POZNusn?Q!1O=fm z%dje2jvp=5-)Rr1zdW&YSq5)d1!r3Z>;C-p({rr0)yyMQj_~QZL~tyNv8}eRTUfi0 z6mjd!lcCBHR}-Vh+1%j7xl-iUWwXo7#p=>x0P#~K?3p<;IDK(gNBPI$O+yuk@V8+|j*+#HG z#PvRB;gQn+tUl|)u#`ALz1hOmTG3h64Y}dec{-QYYnm&>XC>C+QzcZ6K%zmHe z;T1RmUUiFT`4_ws!$*^X#`s@ZoQ9fGtS`6kwy#R&p3MNLW-1eOu`q7Y05j*{7hpN6 zrh-$PL}2IKFyCpSF|1>1Y_B=-3Dm{uOIXjm5Bw101-6Q#I8GMFB0C?!2-J&pm>c`b zJC3_SC;jtGJ?ys8b#Skn^E{k7Jf3I@VGrV@Tm1%6o<&->&h(Er!z1+VYre4ly7B@! zi7P0zX9}F)u3L=m<9-f-g&7>Z-BzOGac1iTTCKWB?Cwy-I~;>$sAZHn^N)6LsPA0a zX{5^aRqC0QM0+h&=959ftX&LU#qgLf;*8R-zFc5*!cB3oHSC+mLSxgf@&YroITBLV zP|$v3`zS#Rbs{6@4+37h(Lu=%SSX7V`i~8@6ZG@nmWAyT+k=K&am4gmJW}T#1&-pl_e@hPy9AdD7r4MBxCVE3cemi~Zoz}Q!{udWzNuI5 z&3yaM*}ZnvsXDuNukPMwQG_GC`{#f?T}KwgdwqL%;S@*X>@ib-Q(;P8a?nPt&r~2D zY*W$SdP>z=>?$)|;wqPffz70E|4};sryK)yQ&dsgi-(81rGos;%iWq}=|$!Rz@kM6m8}&(c4wpg>=6~2NematREJ2ryz`}YFoda={C%i6hn+b~ z$8e@U8i{F%|MXi|t^w3cIh8X-_WBYER?q!?yfb>Wo47QqrQ%uOEX+*TKNxPa*L!7g zHImPKpnDjng9i<4?xKplAsruEglk-$B9%JL!x_GX6NAI z<=jJOz`0RW9FIVPqoJN2n~Lw=;HFA(zr)0?ERvYwW&h00L4y+!p%@|+H1M+Ugmr@~ zVaj>;McvdiH?$_Ug%2F@0kAnVwl>zcwAQyYHZ{~eSKP}L6eKku5s(s^lj9%D*h7SF zYHwpF#ZH|}f~$ZQp%8*a%R2Ib>Q@=%zQVN$&E(ma{`6k?mo}!E6Q&I_HYUh=)mT~4 zP{s4+#=?bK*tO|TPsDvZ-*=axC+nGA(h5Z!hg{GA*)bYWZShH_Lp$zIx~iHr@T@01 z+pq8o>UO06c=)y=;aL0smWF*9L~tHGG}|oTa_>BqD**E{W06=1^4v zvsRIvUtpZ`pRz|E(h8M8HIygB`TH>n$SKBu4HDj~8nXAjIjzK4y-jN*GvMGUbL>1* z{$w>nnGK#my?6~34FXYTs}E;hAYHm6fp$NM{)wGDoP?i99EDw>Q+)rSF4t_oD9N?# zd|7(I@CpN_74%Yl8tD*N2o~L{w%UsodRH;PLIQ4z<83ZT8$i;}>Dr{7I}sPO+zmSYhfJ%Yd5{Y99-k zEWR$~F+aaMlI)Hkt19dj+lV`yX#?E)MZ8mPanQ6?kQJ9WS1J|BI98-Zh!m$p9&zq8 z+P`6Jl5wO+i$Ez(u{`3O>4+&SDJw1-uGD|Q5mKB|dBl0s5z|%!R$QiBsh>&4i6Slj z31d%NNpO*1M@mWL{r}TcWRh{XNQ(d|PC#Bt_O!y36`d6qF4zCSVN#ruc`3Qm3e#4F zR$S^_sf;A!c##(Wf^+@`wv~ky7bjOLG08Yuq(zVvr+8kb zPU*aqyy>xNtAD_>B!S`KtDzZmspKx=j0Px65Dj*^iK!*WIjp_Hx_MfM(e^ocD}#32D#MnYQop1!b1BSxaeXhhKTOEi!+Nc^Pnle= z{j7%Avt!y0Pu;C+6~r9kyd#$I)D~yeDI(Mkd?t;<6h_cvh4(JPVRxIv-~EBdmttkb z5vRZJc7mO9@{Zuf-dvxB4(rjHITMLmkHZid8VjO;{4O}#>n!8eIrtRV@*`4lBA8z9 z&Pe$P$(Ag_9)5R+av%JHV2}PHR$E-0rxMm8bqu*;C%7C&PMBG0o&R0($e#$+=Ije= zW9~R!#KS5J8LKiM&g$Wem5RjXPAL9Cf=;9E({nBJCnKnw#^g2^mE^mfEy7ZL3JYoA z)1Ptdof41k@YBsR`ZFbo@`kZj_sMnCIUa)aHGVhbVpNfro}4qx3uiN1tGt%Ld(T`BwgrhpKQAzCWfN{kxs9aL{2p!&qh^hMa6==LXPv@X`evs@5 z{og|@>9v^#sM3C^{8f_8_4b}V^R=e~c!zkuy-cwdZV7f|%Y5D1hB~+pK`C$C_6$d$ z%nbw|4!ErNs=u~c+GFmoIB15c%ug+|YRpHbWR!Z@OkiqaL%i}iJUOHa1X_e#>^P+Q zO&vZnaeZ_x_3j|mnl-7cvE%4-UkXG#mWWu+@8_(>^-tUS_*@Dc6Kt1EXBKm^NrTJD6JsA zwwEWElTb>*=iWLIq)Diw6WCwO`(Ap5WIQ8T!+L`=>s0>W$+FAH*oM)hkU^s#LFr6G zwr*TR!-6G8`fem@fWdH+6ZC1%M1#zgEN{kD?O>y%XGxmgzs$Mo&&0Yq+Vi`pyxK*= zywVSW^T<(obewp{DNaQ5O%|qeM0k;I^MIx3VIuD6v7RMuvdpSZ&@TI393-h~Q%gDG z_2a1VJ*g=fB@EkvpCZ;mB3&h{WslCA=$E#7viy3?L^QU^?5~zfB*4!4AcKI6-x#B1 z_nRK5XNDZ-9t4xnixbRWbs~b#kiQecdqRe>ld959j)}hJe-06vzph=T2($$M_4nTi z>lvF$$a2BYTQkg7*?hgN*j7*|RSP*wnK}ISsVXM$m~u<^ zlDXMMJJz>c#xdGERq@xzvq0?`GZ@ZT-~V=a=l6tuM$|lB&oQ7H9|7i(K82Tp}pwB zwZ(-hf_JgUqN6u87A38b^iG#zX_V7Aj;DKIu{%>36I4vZvkhC$cLVxDa$ohJ{I z!t$S=S`5BNZ0ep!4FK)dMe2Ur^u;bsq%QrXd86oBBo~(as*+NZ1~Ov<3q)L{1%UE@ z$x23aID9nH_^CVJa(rOqgY+h(pLJ8Kq{-9xu0@0{H(}gQ6V}G^4?=D2LI8{|?$F!bvFbuMr&n{AQTr`{?<;^Y{!r*la1)?J=2Z8;qjKy$#4IwW(`XPnd0d zn-Yc?-pLf8ZxeyQ49Br3(e$SA%Ax%X$4%wxAb2{Xct-mjrdyUqm-*QiIjP>|_&_Iq zsmu2kME#Y^PWbDBFnL4UwNXD;Ah_(lZj1vDlA+zVv+buuA|bf!ovYH@Pj?J~m$&rI z(6XBEM0&T779N~3_RgDaR?L#ZsK84;2k$)~@Ie)M4GOCVe5mAJGw39=o3H`Cn7b{h zPgKVRfH5N}|3)hGZ+QCt<)Z(GoSK`()RWJlcw3>er~#ltbuPOpj;&T2(dM(1*%m|- z@X0i%(Djmi`Cmuwrx27oHGE}zaI-f-U&wb~k`K*D6ASA2rAM)7{Z)Omrm*3c1sVE4 z@;s^Sgm8IN5P-;Ke(P$Lt(ri_ge4tS&z0=gSMSdm$LqlIk1ZDu&(5^v;9ooPEY-s4 zn0h>@ci7~WZ^i8gQ&tU*9cO?fU5G6#$-u<{}1OKi$#1PWt{z)T(z7#;{&)`DIc2x5b@brmieba^-cP!AE~lpg_4UcQ$7 zIM^sV|9WTkz7F%Q7Gud~seljuNoS-5)OK4qUwxN?&xYmjy>|HL2H|Fhp_q~&loS8+ zVqGbe+f8Kq)QFHKg;EDV>ViWDk?9lc%|Y-n*B9-yXud|DWdJP7@(R^V!aO>?($gVG z`2{RL$8G2xWp4^s* z&{jc`S-0MKLG@k)fGu?NQcTTcGrjw2djO&&kk|6j$*_7CmgBt~L0+Y@7iqUQkmzT! zC!gs{VTT$e#_cA!4*z`@Bd=*0<`9sUCHXSZzvySz)g+7RIuH;Mu)gDdX;>=d2MK10<#rWiUYaC%qYcVA=BEMk4W8r6UpRRz`W|2I|sD;@N|!lQ6L%M;BX z_{a6@$2^^|3+b(u=*=?X4xVWP(NG39=UcSP>A23T+C_#O6LY4RGhA=RI2ik zZ9n%F$&VHpLa#e3^_qnBvD>C+oxYeP#Cl!P1jn3p99?{Leg}J*vUi{rEU43W;4&{b z79@p|Dz7v_GeV_R2H$M2zV@zEFPcfI6`R>;JisJnsmVB-Zkz5Bv;W{Xe9gzBX`_#G zyJ4dT4hY#=6*HOj^u%*BT5HVT>>w)yKyPz%Vw3e@--z8v7c4`JWDi!y5k`#_u^;W7 za2HpJuZ-vYK_Rzsa?E)=gt=0+clt~lut%$>+aAJPl6HtOr46Z-JrZNH&?AghY-7O7 z@hupZx7mTH0sp>8=wUaS|9DgLKT{BUUDtwpEbXljJ;3&K*)w`AzwO@XS>ZL3HQVj= z+v>*No>*OhaV!@wlR5wIjW17zXs&dx53llg;H}^5qef` z>9!6!>g_Q-<(gxBe*WTMBW))rphiE_sx_7J({uN@Nu^-cEJ#2F0NI%`b#Dts`uf&t zcz3i-nhpIHx?VgJ{(G$fRZ?q24z}DewJ?CX2ZkeiiN( zuNA)p>=67PjU|MY^N_2n-ZaksJ#30W5wbfIGgyXMA!8BRS7DRGT&|MXlD3|X=MjF> zEFG#1A+<)~c3*A=U5KPgm*04fv^!(6B?J!ak3FptMeWgVo-AS3AEYTtcA)9t`b}Y4k@2hO z|HV0g3r(`A{qzr=_peR%1&9L8`fLwK)KVGG)EUnJs}K5LToQ&}QF1&@6k1P{hQr|n zNiR;XBTK|vZ^V|08d#rG)>9?AoUMNqd-uhEmQ4~J zt2UGnUf!iMvd~hr&i;mOvY=i=&l=p(J(j04Gy8&k zUogw+hjDfunCQxK{!IP{nC-Zku!6KER&j6s-N2<~JQ|h5?@FVwl~Uzlx>!Co)nvd% znyr- z+o0c*>{Jjmu_n7mVsPuF4>4O+df_7HfpThYbbv-eiI@xjqjZ;0Jx)CuMZ!br987&! zyRdqECwjf_n1IPS|7+KI5_*;VFK0*a!kz16I$`~P^UmMutz%|9Ep_c(stCa@t5wC> z2HwCh;dwovmtgUGpS)q9h5p;C(U1myj*h_YpE}UNclh$U$GUV9$J$+CGf%GM$HGU_Vvgpz`Yi zJ7f;9j5sT8Y9TL_vH_b90&C&mfRMvyfP%MaT)W#Z?--+!Us#WE$P*fN=-0EaFiKHlB$Z!w5WYMC zOxqK_6MSj@xcce$kU3ThFcNyHt=?l%vIUhK2&FWF=IhWj$-hT01pU##oP29H;X^dk z&ner2rcXJ%{jbH$a+Ya%Fety0M}|G56@XNEy3psO)Y8wn0ZCVLh7RR~iCv$KzcgqI zen1%qF)j}Bk-6Yj*K4`;_~q*BKPArzhIyCd>SYB6Rr(M@$!fNbV%-O4ZCe{^_d5-Z zM``*>r=ar44L;ae1rq&s58KSYU9P)PBPY>SJrt<-^6NxzpGeG`@Jj=HV=Jc?){t!m zm=eij1u$$j1o|TMUa>Cw_uESf3UO7c^shhS)A_AP>Tzycn&ot6aXfCMwuQL;KsV5J z_!`1S81IvJ)+DOf&LPWm!%e2R#bklHB+ zmpo=Y!T6PnpfL80S=<^vbdya3Jr{UjL7+v@gTKQkV<&=Gnx#M$Wg6$!cmZ#l6{{g`2h22CNW@boib*QwlYY)0!$!*}Q5FHpd`_5YOc3 zX<=mspn0Vq=g7XQh{%v0Scg+toT)#wiZ{Z4E_)+@9}z`3B3XuVC6UFrJsam9ha872 z$KN(KENW#FRAhBL%m8CdOZmINo^(h3pOw5Yq`Sw5sSsC6dsTL%DWbWQ;F}m!0z>Jr zZ}nTXjJl{}Kw8}N9F&BY?i3CB@$h;*r$6EAk}?btuH3)Mxi>|v2=~Nnjs*KpGGcg5+lJ-v zxW6}WF9ha<+xmS$t$;j-i5V#tqWoj6ZA22B!OYL2EMn^^<-LOX2qf)HA41nj{P+i( zZ$4+NM`1AVqA7^sXFNie@%dEVjO-qKugK?YKM@>82*MrpT3PC!xA{N)AZ`U@5&}9F zs&A}&Ks}?p)GXpUKYp8crW;n52?9Nt<8L@@v4OG=a~g?9$VVT{iSZNA-f^$(4!ww+ zyG+8Kcn_f79|Zb7|Ls~XL4WT`&imkzwpY($(Jt z&uXqy{i&@hl598Lk+QK+@DYz|I0Qi|>S2VNYv zzK`s}Chtm*C}>Pc@KivmQS`oOV)%<^f6Kr=o5PoHJlwYlHSV}Cz#RSX0v4% zSY7Ga9BIsz$A3oWLSo7pJ!yF>uT`GYn8WR=;j|EG$kIsA#Aj6^F9ckDT6LlHo8OpTV7|c6X`mr zAfWt#yoTt|4s`RgZF*|t4>Mmk_up&r_vg&qMHx3jB^j>fP`9e|kubbIE$Q?-J|*~lFgy=zuy4ZhN7&Zmz8-5n4Gb7w?th=j{$;+g)Upza7 zmMiE_VN&dcZPsCVkU4qdin+kFNo3aq7jEL$8_VxC9H|<4Ea8ZE0e!Ga&_)`;%aP3< ziKP|XImiuk9{o9E36wS>>T|}D_}fq~&Pd|dQ!Grri1BDy@?hW>#s~uaa(|$ixn$Kc z(>>s3VX^ zcCo=)-fErb3P&JJXzdq~IYl5I@CXRot;8d3KSiNnRNlZIXjVpIzpcPc7-FoH7z+~j zJ-1Zh>sQ=vCSh+cyoi$CTi)^#*GlML{x4jmSZl8FK)?k2SkS&^dwX?8ZohSBKKJ#a zbv?BHm_ySFddPISm6wp~PJ`fw7*^=x?ta{-X%tr^AU+m^>v*wu-J#O&q?O^Ek#gVq8pg@~#BfGza_Ed=;9k4Whl+X3#h1QM zLZOwJ;hES;J@v}#B)@aFye0jqfN-gKOzYNXP`9Q-lki=()*X4?5|M#w1Ra;rR>wPn zw(9tc(@P4@+}N}8k6GS0ywb{JZy}e6dY9<7hBn>upFR zyP12p@`zI1^i##BvkK^%8uc8cB+pWFd2lZ8YFqe!D9zcAgBYek&{3Tb_(jr@A{he- z=G5H93%BSbzkYvGruDDOAs&c=8E%anIPvA)MAoLalHH(qO7^}E%w{$VAO19VazUiq zYy=V|G3E|WO&(Payvr@IAe}yP!V8&UqxjV24}F8XFaE0^1}GDg&aON{1S7s0i)9(D zIFr?=?e-j{A>sfMOnbkrI=v5>w3AGXD$5LbvSOg>wqgK6na@L=<7rIXTyLgZfB(oH z0M(d{ox=1HM&0pB2B3*n)D2TF?h}W&!8+TaozeLxK~}|a(Y2@+?)lfUSxqpGuH#m> zZ!jQ1U$jY2g~GC9Q#}t}q3%;$`MK=-ZX8xj>Rl$R{8(I^YPv;MBXIpPwBKiN5TXydLR$^6u4M(T9w@-a1 z(fRjk;?ae2l-MrGk{|MPE&z6Ch>Qw?2}FIz3|GG`3HRKaOK zAw>Cx9(47T;B%;9N%G^bLLqZUs)%FFTQEZ)!Z~NAWCQQ$K5y5@hlq=AJnLU71=Nm` z%H4BR^JG_o!t5l}y{oxF_pLvxXo{QeE3o~IOE;v(0DyP zGQm|_)`SU>%^P!dx9HAme#WQ$wVCUhwfFQ7nL*x;($dC;J%V=p?z!I!vKL=mikS}~ zKL`iNi?6;v|J#-3;dtU_QyMEb`(If>?wc<*E#2h$+ZLkB+jf+ThCCA4{E02nc#4bf z#o2aqk}H*Zval;s$G6L*1Q&j6$QME`_ull>6Q!_qSr;X?^hUn2u=U}~!X3fllW|-9 z(Dhqmk93z1ls0v951SLEjCE_#^wAG+x8@$NOZs4UUcYs8GY`m820`1bg$HDL9m}0J zejVM^qjxz2LlB(&oq7TCkSp{JgQ_WbnU3iNRlr~L_qh!Y0y#n-I)79*8j(90`_UJp zH7CC%r|$e6KkLEwby2YUJ^kR z&rAJ>*iCCQq}Xy!$H(-}&RuIWx!BTfV^|IQmf!Y=%oL6L0!nPL^htRqGGH>l?ukx9 zC~o2?4d+Hdpv*yTj`Os*IcnP=tNmL130=m$17Io@&0ammhV+)!((Qp`O~{6gPFKS*UA=`-&-e5 z)qLnZ)t`X9I2RX+0>FnxVZrpKRBe0ABttg;4l9_n3lyG40v>)i_s2V>gM&?`xpl9b zkKL8~#2WBz3mER?4nUeJXrt@WP);=>@c8Xr)kfuWyB9{av3dI;uF)b~FF)KH%jmO5 zmGnb`zsA@-OkuiAZ=Mse(fHx=fq3VkKNfaDbx*u^b&ta%)oJ>>YVM%U^AipHYD@Y4 z65QoIO0R8U=f+oUEP-*SJ+n{WW9qGL8kZ1_Da}RlnG6MC%_cr7u(;Af?B0%^IY|&8 z?b)4A_{NFZ-PbdXYT0OK`+B<8_G#}>bP~7PoHISR4c~a$^rKw}GCJ@H+}};HP73Z7 zR%1=cyM3IACWLug{tQvC=MtS#F;t%CK(agIeJvX$IyO>Jd%x!hDW*fyqEdaEL(l4}ptfC=%lF*VUw8 zzBI^qfu|vpHZ%Mx+X?UT;}pS(ypqFYataDYxO^o`$SS(h-Lx@(%`V`?Y{zN!KmiUJ zLVLGY*cgB+i$aI%Q34sg!_0+IRPv|A>=M3Qm05b{j&9#X-;u{-nGAlj*Y!*mb#Jah7#*;O z;(p0kOKYsii*gl3PSxP=(HvreSPmo8ixd3(eu9uqimsPi!X~55A-D62nAhkos6C4e z73)b7W%Y(!0E#KSWS`$mGkIQu&hg{kzcw-gBjKr;dHp?~@FcBf)H3He3iTVX;lhaQ`_^r6>2KBc{WOpbVo#itOG;rL2>`$E z)&D9NJ?wt|jY8j&oy`mnbR#CUk#e-RBS-(-I?W&hk6il+pE$+>Q(>Dn?j^QT!@-pn zl)WSKQGh99YiHaC*JLp zA~YAdy%WpSE?ex{QN4P5Kx-wuvCV@2bYbEQhVjsOY5N4#Nd>#D3dyIJ&#=-vYRdl= z4+&X1W;SVh0jTRLMW-MoSa|EC0q*6&*~*Jl3>NHg+(iHt3ksyxPLhDIpvwaYUVVfB zMgA@A64u5A9S|xLjQLCIQ@24gN?JJvXph!zK>$kavUD2nhYNN6Jufbur@sRizsLOi68~`0 zOX8?^Q{XQ9$1;B%d9g1gx_-v*u0x030oQIhku#e7GHrjwWrtY-AlO34 z3~|?OD2xZ`OIyQV1y~>Sk%w|d(LFuk3}Kh4yA8BwNFM9{=rQ|px~kc>m1uq*U7Sp< zZ3tcGcw_q2HY&byYSXpVL@FlyWuoY+zFU9qUfX3uvwhXQYm>sG6-;84kn-aj`lGfG zbUw<%?fKBXZF%xhTReY#ucgxU6oMnu7GY_&dt z<#ofJLwMUynqHpco$7OTN1o`RU((TarYh~_s zaa6_w3g>q9cWM(|mj@ZGG0srNNRQsI_-h<_D7ui^gaGZd_%$1u*gph+ke*F3@~B8d zPf;x2W|6n`!SIY0EQddxw>QN-cAt<9Sn!!Zqt(sNZ9;MA2jN7}0addrWv4r4Ha3n7 z5r_}}S}T}0=$Eip`X5J^H4JPmo&I$A*c$Eeag|YMa;QI&1gC`_{`D~{`$9`9coE^&}2|b5g zT7-ZMrgz=awQth33y<2L(iiX2wX@`=-k`F610Dy=&?JYjT~>pjpKU;5xwCC^hL-T8 zoc{~Fm|G1xkJ&0a6IKZg>$l(0dR(r=t@Z!^z@x1)FG_gN&E-sOx~Z*o)t++U?2uBX z28$&@#{OyPo&v_)45#H={Zeoo=IFel{G^}y&{VFvP)k;^^=F@YtBr{{zZ%`}a_<-G z30){cly2u5Cylr*-*X}$T+G6d=dc~f3YHgai@GegSkbx8ZFzg0UMf4(IDXwU#NvtR&=j)nJXxh=BS|4#)Jt}h&w(yMDd&j;^b(pt=gq3sV0xbln0m*8 zG-Ht^9^43+3gJK^$(Rt1G%(HLkFHVfH9ndB4Dm6oK?*?70Zd`(Bh46RrAgPQE56zw zaf}61#?c~?fZhc_jf$pm1u2IHKInqzV?3bq3Ry7HG_uzkyU50)vyVI6)jPA#*Sm^I z7{+^VGMmaG$p;LXPlAy^l54I#>w(#TBEH6TR@T6)lheUvsKOB%$Iql8>K{Y5Dl?10 z`{QOeyS{m|0{BX$FQ?BXQ+lo&U!esCH*KjnXlIt=0Zkk)aH79P2UAA6Mo-4ct7%*; zf;${O^K*?IcD7k!?Yu2JYH!kCh{z@J&=TPwA;3XCfTQQHwL+zYY&BB^$aylbPpJd8 z75K*!1`PUjFFMfQ@XEMS#`prQ4K!Fd)WauawLo6Gp<*+Ey7s|ld=tDaxoVhdL>L=F6(BE8~vRLJz7!F=tlXb zGC6;6KZSOXHM!vZy2v4uSv@D*WB}R(PVq73+ha0$SY5#yi^RX!s}bP zBDk3NRbfITizaUFc9p5S(#Mqezbf1{1n&1bxKUiiXsp~UrgMwtwLP#hFi zP`x}=u{hq@*^(%{py*|oF7ah1$>0y}m^ICu90ESW|kzU9jrU4tMIO zr$S3dCa;MImohqs3Z zA_R^L@jVuQaY*6gW1u(O+s#S;mJk>2?EH0t9F{&fVM}pyyyz%7Tv!I%ia@TGyzVvH+;<`-#40PONLc;7ivvJP1zq# zL+5~q9ajfe5Nrz?!PF(KB}viO)kStkZCP)iC88cUD3)x*i&lK-il3%zAdYD!?0@QA zv!yE0`3b72*Qnp~^;NK0f;VI?F!5>WZ76Z>aF_?bh|j1%nzHa#n%i$%&_hrFei{tj?b|z7mhujoArV2R5KaQOL^^8OY#=KZYMAH4<@{t zeP67AUw+)Xfdn01h831feSoJIo!e3S4d7%C+`3wHo=M8)9cMrG(T_AXA78t-ls6kW zN9RPxnqMZT8aIBMo4H_YIez}qd7D!|aB=;+|BSDYjU1+DI4=&Lb)6Gt?*^n7?|kRa zsZFnRzXHV4NMGR@{Ov~69OG);YhH)`n-B1upH#rnY*XTVHP%b3^7(oxQu^rw+cVBp-<>_!4;U zBZce$X7bBIiM96)91oaOmA7ce)e9 z`})yTVij!3syku6y}qnW=hKl24lUyOl%K+}a)+OlX3}Gz$aow?v~yz8W`;hf+aGJG zcyE{1)tjL-Qx?5?14qSFO0(L>?}F%>yPXBOUj~#MCZ680$`qBY$tAPBPK zPNkwx9I8k?DYv6VrKl5~D8gVYmq{|C#lnJ)bzgWqNg?ZDIgdfMlL1J_ZZ^m&jE>~I z?h~b)Wq{$OJw%-L!OJ9?Q^1>|l8*vK{@!N>br_FI<O)cC`>Xo=QtGGki6>;$-u(2%ATO;E+;ht(j!sA01WTUP46 z=XLhHPr@y(=i_RKrs^b*Uy-LLJ&ans=u>bXwm&DUpIGp+T$)llET1jWPp@MgN_n+P zaKI&YOp15clBO}&Q0bovRgXKkp^2#t-4Cs}yTzpll?uoRgiWV&*U|cz_AF2PbCuPR zU1a(~v=Sd!uYx^y9z|w6ZacvtA%gK_5iHUln68T6vM5-u4Ad^2x4`SXM!;!hU(R4p zGe7V53=iL$XAcHZv|fHiMc;DO6a-}TT2bN`st<2uc(c+hb)!+(C3M0ldK-%OXUg8W z)6HgBe=43xms{W>B!qg?pw3=q<@|ZD%fAkeW_z2l1ey<__E@gbA^T0%NeWU;Q~rC(iwAX3IIQ*97#oeu=fs!HT0hj$B2`bwF2w71>UXR*GGH+OR zn=#lzoR5$6J!lyt4x~uQKQFJHHmWxTFJRwmJp+Jz$*UG@i*U5UV6UzvNHCGt}GQ# zUq546Z+S&$RVOV?C&P86#edgNW&5}#11}?0e_7A1u;wdgV_i*s6@YzUtY>6oZXuj~ zV{N9dCsSBzzHez{ZER*Ooqc95^wyaD9f5O#ks7Bk`Je&kfZB>nD-$-|>^3!hSw}x@ zMMp1vH8o>7)n!3Dm^}|U07@2VJR^kMdW*{~z({RVk$f<%FJe#8(pCJrNPS!J#rM+g zNnehPRrZzSz>6|)4lrRF_XS-^11BWhkJX0zXNqu=I$%F1-scK8`PP^Zw58~Uxe>~} z{eORE(YQqo3CNxnAY4~P$l^tB3`KVLR*5wRJa_YP5>hq%GsrvJ^rf>gUoRGa9PUKdH z&PGr7M(8%lP41tUMu)WW!Wl9l;Z@Qp@!UCijk+V$wfPkl5P%j z{a)9#Jx_FuCwd#d2uoEtCqRhfG*;Mlt-M(DR9CP|SMa!4xu#ZR$D4{Fh7Z=+KhpTo z6y>-WmwGKrhWG)Jv%kPO&bk?^2@6T=)fKxdNn7_U$nzo3NWX}cvdtbsMp*Wl&um_9 zP64_X=P()IEaM`^aEXr^6XCu>ndgeS3^@QoL@;M{NGRQ#hAb2tyCLVYF z#$sVMV{2ouz*Zh5TJ=)Dxn$D85e7|bzh9y75f)bR-5d@~0vosEf%mZH1Brze<&kmk z4QV^veorrXS|%C>sV?=V2XmpU=RK1Ca4-|OIgyfYaJYN9@K)j~GY%DP6(m{PmG^HrS%*WOF`Wu$93$E)QnI!$PuFaku^RAi7#n9C zDcUMbvbHBr*L1qP3ZSLK!N8dQZ#YJ>b|6pJe7d|Eu%N?X$C%EEGfog~^)GnYWZJ$8 zz@@`M$e50TGY%JR6(U*No%e6JL5D-1F`Wr#94Fc;TC%o3Z`o|xz8dfk%s~(u9laWR zPMz-HCa&v`L@Pz_CFuBgAlc{?xQ2KiHF8ow4&1tT@i@L;G}8y#r1JcIrH;&X83d_*i_?yd)qw;C!>o-17qm-bg^yr4GAZ{3mtFCo!h4-wHXZVkilq-QSs!Xxiz zh_!JpxB$>gof@Mrp~PD}pXX1nhZzp^QQ|*!{c3hwtpWK~;|5C?u27{BT2Ypdi@atf zKAxs8V6?*$SCE3pzV&(8Qd5Z`_RJt6JsLw!CArCB{PIl^d{5G7o3Kgr0<~$h~S!_tn;ur5~n1s>9k}?>eCE46eopk_cgXb-WDd zEAQyHeum8OK?0v}+5@rd#~roc^;cT$0u-dbUV$#-X$fS|0Wv$!VCbZ++QZ}_T=gi*gqerAbnJ#UNE z=`@Up>;PD7_%CwOK3UVvSOf>UDkxWMav~07c5bK9m_##$VhneCqTx-0DltA419kp=2Dl!5%X?6(0eOCIfJ7TtH+qU z?g1BBV3wfRO5eR4*6!L78A#74dfpt#3*qcRi<%0Ln44jSYl3W~qWp zYRcNq&F(C545<0*PwRls*>8Wn8)_ZU)YRFf1iY;U;d@&7u2aRDmAJWl#PQ<3>t_fm zuY51?5Utj+HKKp9X5MvR^NqoLgVk6Z#TdQ#%~-8*ui|7}P%EH`BaK*GUNTb|6~a|- z*9fuLge+z&%VSxii5PIgGp`z-DVu=F6!Lw1OMf+ zfBQ3JPH#Y8;?rE(V|%2eyYpKmiU9CHQxtR8bX&TtNtoeD@U8LV;GmP~KYRUmNHbrs zRIz^q1SnpONwBlJBR#WbJu?UPCCXtb=NttTf)E+yC8sQ5t_>VWv+W#KJl7?cVkAVl z#m`$gJAsY9NCXYo9!0^q+ppa8p7RJTz8GiO6~Px7lt+--OXA^G)5lfP_ArtgT@nHV z0pfQ&0bo3QQRU~Z>}FbkJ)^xJ#o4k;Ftrc{miO$Pzz0Z`a=6EchX&xvV?RRLAzPIa z-fcuod4#tZ6}a|`}{PK1m$6~ z#@X4`6X#e|dXy$~E^()|_F$%xAzHM~$ie7%5R+WceoDX%q~(-Atjo*hRN;9M=i9?9 zL6OhE!?%~$o#yCWJQ$vYQ_1FtaeR$}@?J)3L@wxZHhttfLlRoSf9XHuionx6_F%a5 zv|Y?f>>1Nus)Xomdx(GB93hS1?IV#E-n}g|miXsleWEa!9r9&>8Wt!LlO#_>pfC+x zJt%0!%}1R#5F=33bQOg0ouO(i6|3zFr$6uYHCFp}sv^avR)KY3=o`l%IB|h=dmrH$ z|IWfW8L_=-PVI+x?)5@y!YwPI5Ljd2G_cnAm0UJuMr4O^zLl#;+f<5E*jM&DM5OU4 zR~4<(SK-iRA^mz3%8rI*{(v4E=ZT*es}2;9ZpPy@WnOe+A>2wf3e&KMS~m=&8D#Cf9{BXCqaWXV-stufYqcQ z^K#z~Lfq7Wa_eF>66p=V#(}2PAhQh9CuUm9Eh*<(o#0At{|cE)|Fe00s{y109Eqc^ zzR!TSDl}|v1(MejI@%xZ#vSVFMDV}%h6JMG z&R)-J)m*vT9ph6k!}VL(`)^yhiH58!aQTF7!l*{|X9Bn5ZJ#&@vJhJ8d`SQbnK-NG z7StxAKPj*u;LMbO-xRi`I87o1;X9ZPnuJedT~ZQVf&Su&?)4sD-!=Zry`J_~t)H`A z{A&*O47_fW7-dT{y5(W3+g6Ftp9aOr$LvakDC_oz;M z#g-6C{moke&5!1X)B&qjCb5l>D0Z}^h_aLr+Ivic>DukM*+ZLy1)0aL0_$K)8FLxPu=P4!aqJS_71-BWykWr z)cr+<>of@@eO9qwf5zh!T9>s$SXaqEOnY;M17)$yAU86f7ti5QS&Sg2zwbYxHFu@z#`{ohJXSy zdv2rJe;TMd%~Hb*Pgn=@lTiDGTIGnhzYH|B?C*2Wy^6=_Mh`NeMv~$!_0WmRfBL|FZm>Ya`uw zVcY@FB%r;9N!p5s*|C-D|C8v7gkF3N+iDq)C;(^U#j!uGuxy~)ox0N@YMx5fX@a(J zRHQFTQJC79XVMWCvCdr?60|DhfSmVM3vqTImIYCQFh*btCEGeAkqQ9bqtAI+J2{Y5 z-!XQuU6q`vaaBk|t_Boui5;Z`98=@bogjAaT$(N};1<(|qA^6T$-kR#6|!zYc;;Ak z5p1=>EwmUow|jx^-mPmba4NOV#W6PeqjsAAm(iocskZw37UCm$=2JPQqZMGS=}zpD z0;c|&^1UzCEQYnj2`SgUhd@i$v?-H6?SgI%FN=+d7I{DQ75_ni#2Uj^c?go1XeX4Y zWJ;}r+j9_du+3N`Sz|`b#8IA}s(=NA zP%V^Zj7WQ1;(Q$9CJS9@#x#sw_l|!<7&Htmdp=!z#qXrIEpF`*I!|1xPM^hW7bE7Y zL$|pR2eKo%dBop(1|_=ix9kb>A)wA>sTT{Iz<4;S>t2)dqPn}wcu1w3`Q*BhZQ2Wt zLOjxF^7%Sm7Y!wLW>C!Tyf|>og23wi|EbLX&1d@GU_GoJxIJ$$bMs5lc2F*yzPHuM z=9duK4x=QN_H#KnZi~`knmdO)->H;=eG?A)2k%!q$3*gBr@|p`fg%2D`!zo&wZ(F) zF4-Raw{462!9sjF;KRtfV~GbZ%o*1Np;ZI_Cv&&b_<{zO679zeh)L}O?BmQkX{OZx zNpiadbh6Q2v4Z6g@le0%k7dnf$Kh0ldmkwps}Q7MkEQU6%2eq};2PT~vWDKwX;!jg zmw;*YG%J9{%SHz$eH67{fOr@Fz&clpuCu)8b6T#g!%8cICo+VlijF?J-lhW$r=OH>;fmEEWEX{&<8aHY+o`CD?o7Tt{$+K4`bq#1W8+ zj4B=IGjtZ+KFzFhId8!3I!!bO*9$*@9XDVCZeQnms^J1O?QK+1l_9jv7#V_q<*XCZoO(b zc~Y6j-5s)GlJ&e zM+vvK7S)b%d>BrCGgu7{2q=ogP=C?=a8)7rZX}+=ddEvBL9^!T$KH+p#Y5qS{yZ_P z`Rp}?-PJvns)(xoCrxng<-*@u*AI?I?9p^I{jPUx1Fw2b4*!e0?!%GHF7X)t_T?F~ zKa_MDc!OFgVGH05vg2)LEgpgkfLNsUtHPvKlvX2fAmHEMJRC_XV2!ig+1-%kG##{O`NLzyr--? z0gI0Y@$K6kPnAF&=~;Hjvwclt;OU9PsO!c-?QRRernixm>*Co(kO27vZWWr#d(bAQ zL-4D04u@`5y;hyNqhWzE`Ol$H=bB10%4)#P3mb_j*gUHq#$jGn0wijF&}NS1)f5ErR!cl z)8?&<7GQ2QBNdC~+SjS4rn1tT1+B5*L_%g%VHg6Z!yhZ|#ClNV;JUe+P-a#9jduWO#87GZU<*AkB8?bJeuylmyg(u3dLwV zpW6p3cLbFF7xFv)E=2F3S63x$5nqIET0sQ)jA5)`7ZGj;zCEp{ES1Bi_ER`L`m|u*s>U7klx3d3Ilos= zN1;Kyyhle!zwumOEIR~Xw`1Qb-H=;1tBtLSvl$D`L7sh)6H^bE09(aWHIC>+r6ruZ z?%)wsfp9w08HF*}H7RBudeyr+ioXq9v?H@G8qJ+#fAztuipLQFdQzPW*tv87gmZp{1#OsTo9=h)=ktqkDA2xWIrO4JH zd_7Iy?~>S3(VbHIhFGA_h!%H{_dr|kb;p8(8w<}U?RRvB-a|R`|AnX5cG|Ek^>#_( z;N7#G>E0V^CMacDmtqSY)GYDk7_sx3KYaVzKJ+|;kz|t4l66D_D$l2!(PfYd1D(8W zMPvzTkv}+F3Z=4OQ)Q6zVkP~0Saz-zjg}dvy5wenUyS^9vltVS*1mu!8*`0DL!u2w zJX?CeOX44Pl2&6TF`kw!HdA_G&wD4QKSafRt!@sM%Jm64Qw_5d5AsyH&2EhL`7@(# zfGXtCiu&p^_O-3vo59L)Q~2;@oW zhGV!3?*=I)2ZKi#h{S5tsFQOSH*ns#5RJMc19IWZFtH%%Cbqi+V#3#ydR+JQycgq3 z&@%J_u*7TDL55VPvy73-zlm*0#gtW!rWC<_w~(-239{S7yq7cC0Z6sPQLqN#H5j6@ z@;O@EI3jrbM*k#FJKWTWB=M8_kLyig$dM7`p1%Y=n%FpglfA zfM@rfV)@+IPrT!tfB*2ap&uk6>IyP=I{iDUXv zj*tQEVm5W$SbB{t5<{YXP?$)CC9erAh({-?|Wbz(`EMUu5QU&%b!i32J;qlK$i z`v-qBS-pIZqIWT>Jb9N$5;ZnYBb3f7EsUwa->gliwIu2tn>Y@CN%R1a`{`QVXdRE#SRRz~M8t(<%pt69M03fznX40~aNmqe~p#gVII&*EU z2G-!@K%nUATOmMrUr7hBLq1d1OK+TFO#ISobn02tV?AjYZ@NBmGHXd=yYR|j9NqGO zbsQs5zgJt!6?u1%jf|O1IFFciTTUmW&PTA;;T`8yyhCw9#nG_YjkS3d#3eo(FvUMl{Vea(~?#o&?Rg`pZk%KMkd}0VJn38XtSJ*dZIPSWIVhS zsdu?$wI=KUQ{359Nc%A$K4p@M{`F83#tT~oV0p%a#i2LW4k9TI9MQ^r?RT4y>v9yd z9}sB7dn~Fa2p~H=b+X2sE7+IJo&Imx60=r#hcwc1LOkRAdjtKdtgI*8_c@-g@=k!N z>?PE9S0k~~RhPVOzvb;5_%ZBb(*4nCXk<%C+uWZjHS)_(5%ZgTT)yjx5<3uO+sM>5 zhj|YU#A7GE_Z5Kpxlj7WnV&0^PmV%HsY1^Z)o{|;PKXk&dVEZFQutF_bK8_4U`<5&NZP)x5pdgn3zMNUIEuhXZol2Wyw(@r^H zL@Tdm&L6YrPlRgHj#+EcT85;C(NXJ3&^un<%?&S27ZHZ4cf<}`8M3Q{W_ujr#k`03 zxzPJ)_Tl#6cQr1;J9;jro;TUn#r-tFfSV&vOz^Jo-x37tf10`f>1i}IWm!cm=X51C z!3X$w|3n*RNR>5@ExOXrmx7OPd$Qy-hD#Eos0Dl@(N=~_I+lIRtHa+{vQz;M&0R{< zfoIY?ba$zp^w&}JTE40S&R1i^WG{=`+!l}zFvp7X#NB4lmO3iCK*`qQqv z#d)rbTKXkY;lVn7sQcB2n|eN?k%s`;Mh#mhnLSbx8!sr-i9L^SHbt(m zd3I_w!fgG7k}3PC>^2Wi~XdRzt2< z8=bhWLfM8OzmJhBlU2(MTzr~fyfURP8ORCd$0J>x$PP$l{#xIaaaFk4iTG1vkLcqn zrupNl>rGQ0`K^?9@iRe~um9EYmM6=u5_#>>Cxli5vdtu4zJ$;wT#kw0W_4FM-HEO@ z62MjR__{`>Xpk_;qf`M~z;S8jZ+`2oZ1FkX5IF0py-#|XqJ%p}52VF3)<^yL-+08G zCUQsd?|7ht*zdMK0eQuRC#G`PKW%-2<_!^Q^M`toQ2X(OVdfvFWR%?{q$+dW}8;kjky9H{gg};V_jm7%L9T&9}*I&cj#$tBku7O&r z;jc0J+|po{#o8<#74#;y>Iv@=@d9|Avtz@X7+J!5Bhk4L?!55d%M{DXrBk z4JzqjIzfwU%KNSSnqVKquC#6s8LvbRG8_TP_udn#Z-bf4oBVxYJJ(?ym4Ohx-AE5- zc1x-BOGoZiL8j-GlL4ACa~_#EQ2c1DL>|oO9@}C%avbH{kjb4y-$$QEb&*)&j|M@l zDcx$%qZxz78=v021}EOKJ8k(ZcjhhQ{8$i(O*QmuSkOX=p5}n_f$XGaBd`TPT;Jeg zo`zqt-BeYetG?@#DC{ks>zL@15rfZ%&14KJEl>tvuL~QqW1skqv&I_PM~)#IEui{I zDl%~?SF%J{wP?54reK0Ng{Ub@tGT$HrAT)(6}pSHUblJUz31WZb1*zh(OTO3M){w6 zFo@2T|EC^v1PMnij2-rx+9X`OD4^VNAbxaLbZNS+qXJr8q-n=&1!+IS2;xef_@xUyn$`SOl&%9P4yM#`185g=WOnY|>gMaiv3mn92 zf8{@}9-!JI4>86sN*P&t`9TXLGXcAFHcHvyHnG{Y)*WX^Ye6I7z?WnaoEx zo%^E70i1nuN1hq}KX2UQ{W)9S;&)M(mHI>S)~#TZkmlvrLDU0M5kb-}{GaAu7vKL` zsKNXnQInkzU+y4w4Ui4xlfFS0o`!`lS*QNq(~c9GimOxmhAQZsuQ<}EF`Qzfa4_^}e0;}_}4po;aBYGZt zaGq4T);{xaEP0J4*sijtO!cwZl=PbTn7jYm*q22ok|gm_baF(7#ZLVDt=i6-Dc}-< zSDwQ9urZd}R4wX9BrjN}a2(Wwi9oN{>X+52aWCa7Tg6j7BC zd4!RcALa1VbfJyJeZ0q2juJX>kPDZLj6Vw;mSI|>jpL%iVmzcfFr1nLyY+1CW_}@P zWf1H81KUt^8nrEXO@J`^RI@+BnKn>*)~$*YQqZ8`xtyZ7zwjVs3f)mU0*5f1o1KQb zU2l`N4)ieNswP)Ow~>C%?2fq|xzZ$lIn9W$489gGux3&9hh=2;OLbGMMO0Y#Hhsum zpcGlKFIo3p!+c_`Bq8dJY@8T7KPcCLLg;L?0{6@#cX!ky5`7o+{-+sTLv*H#$ju;BQZJD+g3B@f-B6oNfDSoF7*SYWcWR+pZtmF0lqE)B8$UMXULBJ9Me1m)NF1+prmJKXvky zUkjQj%rP>(0id9?={~S+cu>lXx@X2evBH{`fr{mmlR}CSK<61RB#;p((!6ErI6=FP zah)1xz}t0AdDZf=h0QjpK;s}jyb3wvzI-;Q;$PQ776f50>5}j%g=il~GnCijDS=$v z9Q@~4EJ4{j8Sxme?WDZ!6TIq!sA;H~?0RIiGQ#Kw>AZY)G#HOetx|TKa8={isb*1zjx-gyi8g>;B>RDed-Dw=WQv=BpGYzYCvh@K-?e>&F3i;nC?n zKY<~u*F9B}u#fEf@1-!WpFyv4Ti^#5nfCMG{5Cp^5l>^opTd<4L_+B1ys&8(ves2q ze4fb6E2 zVb}fU6x@DF>5D4{5h+T+bd!fc`~E3C4n9Z>i5hR&RS0HcGVZ=28sciEJ zBo5afLIj83TE36ukslI)KZNpVlKM;gB*#D>S!t*-#S8EJtxXguGndL5w5LNm zI*YA3;C4=DtMg0c8Uw5K6PziD?7P6t>uodA2RL_nfY`5quStf^wSmcVv#K~z7BDe| z;vfOiWb62rjuuU)WSqNhB*7W5iZmAHku&~eo-kU~=cz8o?hX2a?8zQK(Ok!!B_`<; zIMOzvf#K=S^OCh})omL;b#H+2Ow&%(&L7zJmD$?L%*xEn){Oq4Rc(i5e#W4!ptQSH zjdVW#h%|Tv3vN7QV7U*bX)`GEU1KnzNth*_J4wV09dAuSZOs^#X7_8!4vLInvTF!8 zsXMJ5lmNmRHQioUo=Tbp+;~b@7EMdF%qKMZG6yun?#+mUL**>Ff|opy{m?bP`dH3+ z0h0UW%0`_X=o8tk$dWYR%Qa?2$sZSonubn&rPX?^z(>5G;bk61j)5VPEM*gtV)rRz zO|zO;x^Ct*-Y?aQo7i3ze}J?OD=j~DGGpB{fHZTxNxFT!8&w;8;}K{3%D-29y%j|t zh(A7mD`HJ8pBC--Rwx|8*FT7yCdnG#CyVf^n|Uh`6U(TX(mf0hRm}VzjiWxyNc~7W zs4)Qu--8UD_1IM`gCIQGPTIaywl#9RSRe3LKe z0tvWC&$x&VGGAHt4x-dvFUQXLo!w*|NkUeow+(qv`!DnDZaAp+WUUhgF~redcI_htaRR{GF`2EU-ofYr${e@?;>k&3eGcSIqx;{} z=~K|Zu$x&%lz1R9jE_e@+&ezEAxtv-s9gV4sbsdGd_4hSIhy#7tOOGOz@z-=)`xWP zyk>-b{&T#ln{%#X3#Lqmw-vjM2MSMFt1_l+<~Ii}d|w8^_tTZ{iO-)?RtCpTlRBJ z+djIJQ$&0BCQF+5Hh4qBXx(V1Fth7j=5oiY+Ej(QNkX8GtCJi%pBQO;NudO0lH$*S zB7hM(1x0#*-rFij+Vf!1!kz_c7`aCy0v0>4ZN2}k#aw?`!U31#254(e+PHzn7sH~070ryxcYSzx>^QI~*C~gZVMcr{C z&wgkTxZ_THQAQ%R*1uv4`uR!dl5Fz>cc#)t4j)oO>g8Ig4C-FuK)+y$SZ(5Jm9>-x zGHie_3hik^>Zrk9uqDu2H`~e~Um69WO588aQ)+~RIO0?)*d5=xD$wd_B3;DEn#3#K z)=`9P-aCHUQh-$=0?gxA=?*>C5&|$wpx(~Mh2Nox{VTyaz5z&1;O@t97&V`}bKdQj zhVzY0O;-_u)eVnRvL*Ug`baLmAk3t_*@-gh9^_O7+|2x3s%P)DSFh@-uIi_1lSh7d_wNCJzJc^}&Kk;g#i%1D_Eq_x(;NzKdM^UP z-LFcR_pS6rU-9Uh&G>tTm9U(CmGU{|(=+nL?cfv8OXxDKDB(h0W@+V1f4`sH+Vd1e zTS^8)_P^h(uZ(0D3RJ-di^u1E`$m{x#?B;!wlVbDGL<10 z1AzW=F6MYb*Mkp7HkBB$BSvh#o&p}o#1-CwbtGNO-E!INB<;kJ;ZqHb@&0vX)$EIO zWe$}#zmk&yu5$PC(NWRS@)I9j(LT!G$IG@|4wJJ87!&A`>iG(r;J{08!s7^2>2Xrw z*oJX%ND^4}%1w<+Zv9bOl3N;&vfLQ{GpwYksi-)mwl)4|xK+%i-HW!ER+=_sFvMK? zxgC@(qpT@our>bs9U;iU*t$5DgfZbf{@HEW5t%oIHvn!Hxf~%hbswW(n6lt;x+`6` zcid=?0c8l*)xzDLlmJQtoc$*Gfxef9tn?u!}OtCd8hJ&=Rkm{0~gEF+f*E-p{J z72Tp}NomBZo8tW+Q&U^SY;{V22oa_*PaMYfwC_=EoX=X|$dgf8;g{^OKc~1s_oZ9Y z?GFJr@|8Jf!!c(WXMf1%zI(I7()9yE0TF1{#3C6|v8+1<-G&jziqj$Uke*CgrU=~r z$VnJ`SfgNeuZc_TJJFmE`$2SY=!qA>=y5L!SfV$A%3)LnO5MmCn`T6eS5<}-3xbp; zmY4Vo=wa(8;KHa18*uw-$)(*i)Ge(p_5tBzME8QanpLybT-^vGPt1{#2g|KE5gmav z*>`;dpI4*En8oAe>PvjH+JrlO&obDohRxWCcUXq)!tgcr67NEpR&%MIh`U6Wmn9Wx z3booQHLy2ZXx+bx!=O7}!53b!tA`zX$rCU%<|~891#TpDk?&`r*_)i!&p)ZtCUkF> zTltDeg}Y?dA=7BphoHN}aH^Tp@P3^M4h}pRh2Y+PyUgw;*n1n`JfQ0c{o89Mk>I3c7u?2&bG^PlZfhpL%cK$@=xJMY=;(kNzV$=$`LI zj?bx*!hY^)>=M(=+LvDLA9pClUG}2N-!WKE_GsWcO~X>7t`gYwIeLE-dyL4bB}~uJ zM0iOm=h72lN=bk$C2^y}LCDHnG!c?qzLXgvSn|1H#fp-1bf6QQnY(by=l=yy{0cMw zD#=L!BE+2e7-oqm$pufD@gD1c!PFo^?3s_@mLZZ{5|kOAu_ofe%)d!;{u_=8vy_(P zqN2>e!kP#RGnbU)qy!OS&HM*8q0C^%nn(*Xmy_hA1rg%RM1@-pN^<=N4hl0Dm*o5m zO2?d$3$vt^hzZpkx_W>$+^i&tj&m}s5Tc1XJH{#C$1mGu%| zxbgmcMn(~1muyl;w8cvrjwCawPQ+ynneVfm$MeK%j@<(Qg7li&T@w;S$BByq2l>5H z@#Vo@R&*9bFt1U3wk;Cy!{&njbdzY#dT#YxR!AUgW%#bCe|(mjQRlAw;c&qVp@qmZ z8aOlgWQ}_fjpP?h0)<9*-v5rDh;160*d~9}?J_rL*qpo8YXkZUT)-0t65Q&!ZJSpc z5}elM?wOl$K+URs!=RSOjlU3Vl0OR?3(Q?E+6^a@b}1i7ISlK#vKI~&io|V=tiML8 zkP59V&`>!dlILvIUlQeVVWQmWqKn8IU?3RW#-91Hk)b#+RB7mM5w_6l(sn*J^4nj} zuh|dPeDqJacwg(XY}l8jtoU3r9-2xl)WtX%)yqtJ@Y7Md8AW!CAY=6)N%@rP9e;nG^?-^NRzMp0jp{WydPDkgkypuY>`JZKl(>slkoY2HQHA9joEqVDjvFmY$jLU zgICyCd64FB&HFmwi3iRjIyY)`|HZqv8-B<$s^;p&f_U!BCX%0l1ClnH@u?Da-UB6o2FlgE?V^T${Q-*Ghac#?8_r8+hJTGsm}7rLcORJM(AN)K!_eULE+;&MQ#8bndjVetvC zaKPOT(N%M!1o3>~DKz`!0VXIITKFz#YM;Rv;|UJ(%#p$p8^`p|Ie# zrVSyw=80dubTO{GG!i|}TohAQy(3DX9Ff2&}HJb3)|+jpS9 zC?`~Kn<*0hJqU-pv@QyxBx9e<_&t2NnY)R*v;T!e*512%Sse+?_0zvjgOEr|P{ z7nAM?9&0+G4OT_PqNRZ=1P%S7xOyK}Us=8{g~rIo=Y@M=$$S4ei#v{%S|Dao1uyr8H2h zrerL5ryhSZRT%e*oB%X^pkw^s+`}^d-wMch8@+t357aTM)ACO%LSYgA0-D}&pxJwi zzeMv5_EQo&I$Han{VxmnaMUlp8zhmLbU`>*=scLDu~H}Dm^ezVg4>Yj?wIKIib++R z@Kn&#qN_2^BErRrH?+E{~Q-)v3zU9>1_Z?m?f2g}0>%pG{wT>k<^(;h&b{D3Q)=fy>AT z$8n0i@rAjkw}c;bC8Q3(C<}%YxDc}P!!)(|uKP!{P_a1IGLnIf2o)<{`z;X#m)aJN9J>bsLHItwj%6i4y8+HAu7@`8}ZuM zTBtbRE6*KrI;Z*;FMJ{LbtA$I^+s5yXw_?HOgyq$v%2~F!t^n%`m6qifO;&iRVq7; zF=HE=oyx$*jImpLA+&{&%^`w8)HfrI)EhB^K@%n>x59*^W@C`g0iL#1eCE!;`yL8< zBZ`{ufXhz^KYoa7lzL0XKvv9{ei-{>cZ5evYvz#fb(Qx_FLRjn*iRgK$E-dcOWXI9 z-<3-p^}~CK`{%KaJfQt~E$z5k(feLQ*>b~U$18tfT)d>>0~&tAJX#a|tdyk@LHRV@ zh~;{xZev%d;`CE{pzy{w!H~sVqTo}KmnlHr%O+ge_GQm2FYlYp$p5&&e+~{B7{cqH zGes`;=v7%)ziG_5k8?NV*3m4;6NoNwMXm~evLtOXRWqEl9l=@hR@wscx-Ij?u5V%* zs9vgn?inzbS`^lwu6LbluUj#cV5OzYHSU(L%gzXfh(>#?A0+gmqI;;-*W;{qS^B$$ z^ge&NkUje`z7VlnJ)r9lNfaU9^B%kvL>RIVn%}|1OpSNOcd_>nJ77k zD7q?EZ<(OXyHm-e)(z4vwowz}Wwd+Pn$<^QwWg@rx8bDw&;SbJIy z#X`H;Ye8;7U2o>8_yu$Ba8DVP}ye9RLRYuyi3FvejXHFD;#W z#b6C2{*AAFF^T$-y9L~zIs68VWguOcMGvX%L9j70=A14wT9Qw-&w=ufql==}S-l^$pzo{i+nOpPNAh^Q`=td$2d-|tJi>)763+!xL8dSICrw*hf>~&JNQ$i<&NzX;`iguL*rq!as&`wxb=RbR- z(LQxAwE&f1Jp0~~?M}_hgN!D}%fg*9n3+@Lv-K2zy*dBR0ou}+BeEgp9Fps&l~L2a zl9+7L=Oc0CrpJwoGMRi+qZh$@7i}fya|J=~QCoUX;LaqpRsSmC(ChG@`+qup>MM@N z2jS?|%L_Y28c1YQvu2r4h|r6gItp1b)OJ&zqEj|9&lJ*hDme{%2$QC=pU>k4{^=Xt ziOF^KP+}i@Qi0f@e&AfRUPF`%kVQqd7X5-#x?XEFU#3J{+L_$y_YgUxRFqRa>I(ay zzDLXKB=3i+PW(KQv~U+#{@m`;J@p`duQr9+@hSkn;BL=%et#LGQ_%Gq?%n5Jy3*nB zay&4Xcj!O17?@ZsUgfvV>sQV(Kk4U2-#de29sB(h@-04KwTAmPX>RL1&{^3)yAAKE zMN!yy(uDZRWz+0nJ;JV|O+hD-wdy%~0=YOBtGU3nxP6GUuG+* zfWE`lD@ZLp)u;wCX^RXgI|c7vR1@jaW6|JWiKgJYiT?Wg)uZHEEYr4&uE^Qep7 z8m0QDE_Cl0YmnF&qy+P3GnjR1oCp|C-E&^RUhndoZ^a1DwbyTK6I+%jFT~ppzej$v zX0%^96*ec>BnzD-TC`pfLk{xoHtQ~J2uRh)?>0lvS5jH^-X!SxL@jvk%3hR-h?^^$ zwE4h<9wDQx=!s4Gj}#&K`IZmi$6)>+2s&gaC`D0vV8s60V}8MBzttG1X(o@L&7#C` zGzy{Lg|Wr3p9}bP-3&qj9$AqPE~|^_s3E+-9@OR&ZwKm7Qj!gVE+_BXZ z@=OAQhK3J3o#PCzwbpu>Xcc$7EW=(XnK&rr2m3?)Jn1GF>vpa>06`vdK`4HGd4gu+ zY8v%@(^@qmuXE1?|Ix`0q!vpie27e}(RpN)JAiyqZGP8R7zK97 zyw^2fN+yG;IY6`JDebA^4+3jQ@Q zvzB32)=yjcJ~oigJlgimYj)4z`oN`pfc1WU9Nv-k`Pgf*^{VR{u@;GHpQx!|msBK+ zkFUEEK}&pajp=0U@=Capm7Vc*Wmhy)t?0I}*)sq7Q6Mz;(Xkbzm3!zO+kDnW3i-Y$ zmaI^p>3Hi-CXk#P7Yy}yow&n^OxZb{$a4AO>rKCJZgqFrG)wO6?W3T7TJjJ77xyFg zr`?bIU4-)>c1U$e;9_QP&%Ub?)Vzlk9rDvuD-%sl7Of2QeSbK@Nmi_ucQZ z=sOWzI5M*|f@BYgbcKQY(?Q95+oPSazKXu|0e3jWp_5xg2v*(+L*LdK1Cyp~3U(8B zcT^VD>;hfm9rd-c+x=!y)*EuY2SYk|t?G3S3g!g6W>U(052mW9;CEcTvkFmFFm~d*~aIdaZR`jvNirT+m#pmt{#Wb&l?SJ zWCH8_ume5GiV1~fz}qi#bE;bwVpW`FH|C5Uh5E4!o6~5Ya^)7Ii7M=M3&o25@k$k< zr#_mxt)#RM>j9&u{bR9J4vT$PUR_7GQ``8i(YMem{_v~2>1CGC_8t6Kf*{ zweAAerhZgKb?9!mvPiFz{EElXH%}Th&Z&pAZg%wYT&c^-4KMPR5Vw;oaKxHY;v;Br*9?0; zscX5k)BfGOg5%Tt#V^u%#0AenYC`dI`7X3mRCWIvEaq%42ka}@psh}i0{LU=8O}rQ z9pY=t2Azh;sC~y4jq1@yLKtz!sDjKn+6jbp^c;TxR`y>m*6AzcEw=QQ)#!+#ZCM{4 zXqr-*wi0=M#s6q^R_k63lG%1&V%t5~WxzBvXr3}`0j$YiD2p7K(Ep>>$!wk_3MZB_ zMeUF|+O}w>g|KQyknI%s?b}%V1-_~=khw2-Tb*O2g+N{Y;S_;QXM!PY~nZ7D%34r%)SHvr*|Y?8C^$=-k`iwlCEtm|g2d z=h31j)X)L;qGfg}6?vTFe1IC~S=@-jxw}}7kI@`-P^|xfM#Mx21raO&Mh(=FbcziS zHTiXx6IwKZJtG=n#}28u?G}iV``$u?6-pm;93ZVeJC9n+DR0hR!=sGLesqr?-4AKj zNrgf%jwFaA(X%&ySeGJ7hLkFTG^2w`%j=1AJ7oJO^#}!zG%*5>|At3s>`Cv1UQ3N) zs~?&%He%EQO20DAQs2 zQXEi;$p3J2u}OC&PpUmH<8zT{-+>4(XQv}=^W0U_G_KbSs(msJsnI=`F~jRACe#Qo zas(TZg4N9%NM9T<3K%HR)!8{W-o14AFJ2x7x143G^WqJPz`afs>dV5*>0CC|?CH_l zN6UMU8=A#Btl;)kayC?R@wBBj9c+8_p;pvP`T7;sg+q!%6+OOr2uM{q7Z}_QLdfX5 zE_saBgW1Q>N3qD5!wecvKN+0`xR0TkeZY`oSOH!OUqSGK^?29eUecUbqt~T=Zx!HX zv$2ytc1$jiZE7OCWXCR;?wkDT5#Fq)wPU(!X>uXe(M5S-p5qvoVS4{se4srxNsJj{ zUF3PsOR3Ar0Br!GT&4QX6A9F1Io2)xvKlD)MP7Px;qdv#aP;%lw+G5A-%6fTd*}Dv z7EcdN5^=DEvaRn4K=jAEoy)@%Z8+e=#ub)eJj~{Ky3sE@(_i#te;Ylp;FqYIVY8So z?G>||U&hFpn59Sq^}Gw;RkS-{&(sRMPap*5;Trl&l#Q0z^%wjVl>Yn@964W+&N+zp z`JOa6W<9zSt;yk{8WQgZ-!veR5~J-)ZVmBfYHowHP2AKm?YK8J-`)gZ6yUyjfTt5L z|J#)cc(C>IqV0QLSFJPV$6$K4LAUXn--3HCzVa$^wOW5qlcJqgNB#Zfu!(NTL5`U2%{Wh!H!%sHMLmU$b>ZM$zOReUgUipKJ^v)qlHeP) zmZI*ID0v@*4rNY@^yc}Q!kaBKycSJBoz&Yt-n+t|cLT$;zCY&g=k2`2A#UCa6GMvp zD|nTjOfZ=Xykm&rULdUeuTH~mKyrw_gCU7=tDGT>Lozh1$-UnH?LuxmTIL59?_Jxr z65>k>|MgR>3noF3&)poQ&)%z;_x>27?5XOIK9ZkruCgkkF0Idmpl*{l`ISLYH<7O$ zs?o;8CWXD$pkIE$Wg7wpO=iP z7cst%I(~Ko_7bqws7*wko2;74TnJ`vJ;e}4F>P*Ew*<3Bt*buwRUSKz=~uB6pL5`k zAE-?M$-9deVq{Y?GBdd<+#~_)Xswj0o>+w!Zy{OccnTg6?T=bzlRnXJe#S z3ki>j0DQrM#ls+919$U=80K`<&SC0*+}GtJ26r*&)Lm8$G_Rp&j(3( zU3aEUUEylXPuX4(8|lE@YeUiv5jVnR9<^e;ye5?!wx4-|6*sOOV4k4rb%` zy8j)`cDb>M1y8*g=spg;=qNb~z_5^a50;?&HF4Q~a6uq^O6h{TSzY_MlkI!-zF{)Uw(0W7wTo-QM~6!E;nVfqsnRVztk9NE zz-V$$+AoENq%mND6cWkk?)27@5&crGx$1Dxao)NmlY7i?Z>;DtOCLzXxb)}hgNaR4 zJq>iHnYawceMBuVPSkpGB9XTBoa*EHX(+I;iPbSd$-=MX`!c$#)7pwZtrOosheI`* ze1L(nemS>4Eq`18m#IISTxI#evNA5RRw`dovw-uHVYF3^7lx_&Oc{5HoDEE&?!S{) zT1(eGlLe~J)D}-7vw7zB`A(@~flCADwJ@;bP}6f`Oi3ejnBnK%=ujcUl;BNDvEzu1 zgVctKcFB;pCf&X1jKJm2#TlO3H&w1Zc~ntK8C6}jtoV*}MOBq`63y)9q~auq*(OsY zrFQE6!k)khYcWGj`fCbokyum8wJjNNf7t56lY0G!uGO^S{!cb6|%8>wP zcqQjzu^I04&}L|^~bG$jAGfc)=b8N-R?KW^Q{^m< z&pRWlOlNv!$j5r=>vnOV9#=|S#KZdVeXT3Qhu0*Gl-jTLR&6Jbm%5mhv4AATVFeDR zyoYq8BHA>Ewr&%Nop5G8(c9%`Abb}LF<&R%!0;{>G$ zJhJVK5!N$z%Y?=R2*{R~M(GXe1CVHh;SP)Tcg)X~H#_Wmgf9Byi!RcoTeg+Y>ipF^ zUt3qoBK14Tn(&-a++A-U!GiXiFR?N`LFBRw^t?6|b`l6}af*gwrGG@|_magQ?Dp?NFJGj(RAU zYNGSBjqw#Nh?nR_^Lk{z6}ZStymj}XueLgCK7H?&8R3Wo`M_C^j%K&$Uqq(uVn2wp zIam9#&Y$YIj9nJxWP*I_rB6KQA^W$hg|4kOiD&v+daCA!kQIDFb8ycBP?ETI2i7*? zPt*8br`xTP`;!zg8^15$?Te-*Y$`{)r`dMh-$hIa6&(GN-3+B)0W5@t-Z#7cx6 zzUIC^*tFZ_oc^)Y&eamwYKgx6eeQeW)TPdyySPSS zvo;pVq<#4-`nFyESpj^0ZS`{aWMkDO%cyC)?3J$xe^I&E3g^jcA(Uimxr#*IwL&t%%Cp>FyXgO01|w zT3EKD^Q;P|T7QmTe4T53yZ;jbCgPf4YVwi37syx)qYQ26QnT!;>SUE>;lZPXSz2QQzNyX)w}SaOmPu$Azx=RZd*K5}V=ivRkKJMM z4DE)OC;eH?kUL@@Kn&~S{WKj99y6_7*ZK&Gw+C?_{Hn457ISWl#WL{pXfUw^o=@%n z!);lSX=%qJ{8<3wVUvl4U+C3J zA|B6m+DJs(gzM};luYqg{XrOOAA1GHSLQDfO6VNFC3KR^sJ$TTZWuEit2v|)MbW_p3X2foFq%ZLM z{dO(PCsft739U|h0I|udebq~Tk=P2H&aGTiQ&F`w|M)Du`Ya#qkXK53Fu;piv6cbo)y-J_j0jT+7){OrM91#Y}Q?3+qM@HNbIGoH-mF0p(?FmI@e(KNnwPzzW#y0+h2=m5&Tz zfJz`Onk&lU8v#!?=b>rk=EV`yR*in_afNxhuP91^wTv`VoHjfGL{gUh7fltV{S}XnZHfKK~U|Nref_Khjzr zv$5}fU9xo&cI)u8vi;i5^GRbm!WmUG5YZuBE5RD$6RE4=x0Q*pZO1lkdxt^%T2M*q zrk(&|7P-wNZ)#KMuYzV?yPN9w7GlqEC7zjvJ6~(s&3>@<<2US!0k4}rdyUpDLl=$= zfx1$;Sai2LkI9=aUvF{Zwl%G;D0GQI5AMF+3{)pQ`l6zC!q!NV3U5NkSW!X=K8~*j zQ+Z2~GVL9$CB3qPHnz{rfxU{=yDEaFgqaU8oL2eVyOq zNzLtvkvgqpWsX=y(TJIEHZPUg{q1r{CzwMkgVLHf$n{i8dS`+N`kMuELmT!kqI27N zvH!O3&8l~gy)A){N~&aLo*TxFs=f0Y@$b4xdD7G|QUA6r;&2M0Bc`5{DTi;aJU+W* zgZzXg22oRX$DzVQ? z-tM2DtiZ~EtcXeX$pXPa*0&o%xCTVK@ENzESk1TJ9k6Ckl`EK1<5u`25VXg~y?74J zdvEsW)$!)%e*>Z;|4e6pt7O)5aJ4S{G=H7O)`~AwQ*N^``{o5}^b?Ngic_{-KqW-r zE#_Sdlz`luvR`2p9+Sy+%HW?6QhlS9f)`E``SZ1~Waldl5^d<%16DV3-L|~B(~%MU zU&CZe9=L6U?6EIzg5)H!FQ)b>oN7}s-CK;_rzo`rif%_TTn6kI|D1 zpiHee_^OXch*De0)^wYFQ#P@zRs}-KNKE=GVd=#m&P}9%uDYP8Z5h`I%PFBPqlnTIxKay6=Z= zv%#Kp%C0-}@&dkt=F(y^ShNE)J0AA7rI!RsKltlQwZI099C-mLZ`-ZdV3ZZxS=Z~*pk>HVQ@r~lk=QJV)%J;|o({#{PiPv%>; ziMV!oHaa_t@wii7G+kb?xaA}LRo_2@u=0=F0SEu9TuYtE$CS)%&Pa0>`ODXtqB7r1 zmiK66mamPfKHe|526T-1V^ZsClRhDY2>f_tQU?`f`=W{?|cu< zG?D9F8e1aDWd}U0p`v>s+iKd%2=Z$KO7mfvwo))O;)FXllU7*mG4?VWKaUqBtuqSZ zTH?eG7A%1KSoX*mtoZnxAfDw*T}z0aquFkfy^YtkoovNx>(guF-CLnZGx`QgeAh%i zsRd%)!abSj{8+?$%aOD>KBnZw$tv;x0C!{4A@{~L!hey6Lf+fe#LaOVMK8|(H!xQt zEKKO9OSYD2y~EYp7k{dFRC`>lFIS#P9(u4R=30QH+%yp<%IM5j2NM!1TlET%Wl8S8 z!}bG7AJmmGk@K2wJDz_0(JVR^eOkjCdHO|&)4A;ZFf)9zm<&rM2~!TV2YV{tNa%+* z(if)Hb)YDbvw*AFO&aJH9l8~JJW}Z5@lBUS)zPEC$QLNKOkrB#Rp%4GM&W=@8VSDT z+*=ilZL+3iQM@{!bLN3P{TQ?KvO20;_em2Itu*t*pyj}`;9Hn94rn@-6Iu)%+Gk7a z?$iJpFOUioR0vQ=siH^)%I4pRPv-lA>683DaYv`s_PHX~yZ!48#A)wLun{!S+d^@zAP~7ZY7e zusx(K`c*z#s1 z$54HhxHs5B2+DL}aA+o01t2YJE$@9L7)P()XhS2?DCTO<`4Q$fySCl}55gEUyLY{J zb-f4NYs0G4z&hLCqj%e zao?IBO22ZTZ>Sj2ou)cJloB3nV zr`kg(J87D&!Al~V)|q((6xj8{4&c3Xm9M927GX(*a=m2v=^VbIy3Gi!zPZPyWJhmaykQN$kYbpKdrf3Ur`*#;2$ z3(iD6o^zSAF)zuga_c0s&!^#0JZ^=?z{+nk zwmjCspJ+pM+iUT!Zu4txS`A+R#;o+}LQLp-Y>AvQKC|1XZI;Rxl$w*i#8N6}&i*Uh z=#jl?Es>N-e7}!Aq$otrrZ*nL$$E{!9gp?Cu+C{od7rS(+V_RxwVP5nGD44FpDD66zJ9$?2zT|`g<{thHe5 z`$~9gN`iZ#=LPKZ-H-F8jMga6LRl#hzKzMv+&?Y7C{}@H%&Wi!)bk$N=TGAZ=RNG? z=RE_G6KOGCOX&CA2&aLiYWe9{;!@oFElzZ3+ zhcDy5t475obhfummm`V(7f!9EmZp)$eyRp_7jA1Q3N- zJUPPF5qjXwp4kFQtNe^W(iL-m|162X>j+*F*N$$yGPcU++ljC3aYps3OX5HKa>m*f z6$3dJ_n!t4_nk1WE|eleQB!gA_GFR^`nzT#FNSI&EZ?ZP^j8oYU!N@I&%Q59349>U z*`ey>nzLt;kOzjLZyivawZwhe78iS)KA4vBwlrarG7uS}&R6(->R#3RT(_emk{7Yr zB%`EUVzTGZAJS2H?&#HW5mVZ0ONa;R718 zF-9$y#9LQ+GW7zf4PC^=nzCLzO0#}a@aES4(>y}ry=`BCYIe90#ewqtn}_vzThadD zs_%#EmS7LlvM>uk?f7-(YB%lfh?!%_@U71Cnp-e3uXL=n{h0%Y4==fPL0%UAM%45( zw*v(`qv>N?WcCh=!-h+dip#f@PszN0+7T!DiG(sZz;M)-HBWxD+o)N<)Q2UuSS?49 z&OJ!>9(tcy*NU0h3}f7<-JhT&r4LWobA{rJTia^|3IrQ5c!EJ+0yHGBSZafJF?o%E zW|rl(27|<;`Wa!>u@1LNkqIV2{cCy?I1dEQy3^NPB6k21=WeGo9!s2=x{&lwv&`r{)fzVVe!J8BIbFZMen;h( z$`Kf!ct@&!QN4sf*)d;r-(06cZTM-CKO6e`K8twEjB=uZ=;9D*k~~ibu4IFfpYGoD-ZoRqnZF2X_9G8jQAMQdsFKnx@9`Fv@PR@TM;n8ZYNw9%}jn-cU)*{T@AI8 z?0w`M4+R>+4z_xJiFlY#Ubug@-6K1?alNb?7fXRH^6>1!p5h# z!v{aPT>x#N-lx;{Svj1GR(k^{k#*#Y!#{dao8<^v?=4hQ5z+la(H9acd)z{8TuHqg z2`WK(yz|y*AI?ckD^M27Y1dNo5 z*C}67DUGIUZ_c_TvNx~lYnL_J+)KB5Ty-9wvqinm=Iat_>&Fjna_x#ZxfxvchLk!! zNo3I(k4_))WXLv#q9>h9m<`*JrR$B`IwB8=4bnp1f+YGa2;@acnBHV+YK!XX)Zzv8 z-Fb#|97UJ6i`XAJ{SWrQL;Yk9Rmmh zpXWRG+_aZeun_l0$^fNL}Xyca$G^|i1`JJVb1 zEAml=?uTd^1OU(ZGk)C+1sU6PJHp?6ZPA!MzN<#pNK>Wj>I`>E(zx)yUi&rC1oPSBl?28I<`AmuiyNk zji*dCpBTYMlOoTi!xqY#+=D~g$n zWNc_%$o^R(XQks#q;pA*N`o2Jw_H-@nMx(j+cF0z z+fmw4S_#nZJEiq10Ok(4isF*OYQwU^+G`8o1q22T?_!9)uZN-=xSV8@!|38-gnoXv zok7*?@0(?2rY3ONNhHfn_@KFzaoLmuD3z15m5aWRS?YBK3k(Ib-_ znp|vL;mi}=3H@GP9&*pH08UEW*N^^~2JuB=3#-8jl~ZKDDLPumJ^5{!O~onliP!G6 z3Htu1lKTEDj>22LAk(LekEr}C0|3?Xge$5FfvaIJ5|qN^{Eb$MZv#JYyK-H0dI3Z9 ztMCoFIgGGjmgME3|NADW8NXCNb~zCz`X|n&fP(!mGO1)&t&NznA%SCggrt8~L^=H> zn|U!Cck#g9$`fVLGP-Z{6ECn&e)!3bM|maV*T-tvo~)^(OL!l>#BrdB{FXlTF4pQ7 zo*Y6yjOx08Hb(muvG#?6C6fe6w4ePmsh-^DI#Q>5jFX>vxr-n5&wziP0qb!;vo(qv zYw}`^4MICTBoxB{TnQ2OLvP%2gOpVdY{xk0Pd)Y_*Hsa*%2qiSDjnqb35jvLZAMla zptqboCA@uW_J9{AQOIp*b8L0U#NH)`YW~Gg*STz_IXMupl~l{J+#F)CmJ$}dBQosJ zek|Nv-UEk=XH=EwOcVJZ)TeuWy7A4qKC1&4>NdJEcPQ@dBSCRfw@-o#ksy)~MAmfs zgyTSy=;k)vu!9E8`!CI_s{C+~Yr~?zqrTh=pYulLH4k0Ap({yPcex9({je3(Mf3#p z+5vq#7Zr&=_i3@2VHfq%i`PNZ_3moIz@oc-ZLdYh%o|5?n-&0`zkJO|EbWu0T~elB zY1})kFx|2dg@dg6h&pGRLfrVnErp3^`pX zQxZo_Nj|B*S5d5ccgwm2W9JGNhHkNy`O61yp*=$V@@raeYmV*gZ6 z5SJqzi+uQ>^!I$RcVo1r_6d4|${gv;(L6J#Zasw!H)8~YDaQPEmw z%t%j=f*kt)nwcf`ntFn49OX_|D^3W(gnze(_%N@DtZ>>i|LMK zmfDZ#3I3Cgh~1P^^vug|)*dr0vFFhfq~u5^ARqn*tt6kTT|$jyO^Aoq5Ji)PD$?HXPja4}b7ZsP0N62F`zsomrESU?6cr`8}V3pTja^Hj5^ zuf@xd^EpA6#l$nJdr3t7tQ8>Y-Thh@p6nb-t!c;Xr3qseibrs%qp`l#<3gX7oBA%1 zBR2y0rp3;(`GD^8nu!!}|J8uuH#cr3%{??|1E$mX8I8KgFrENOY#R$R$=g zr&G#D&bAAn)kxBc5y)YC3PT&_MqE?0N?{|H;;-w-}1_i&&k1Rf8 zE{P*Gg92y@l5+0lg8CC{t-VecHdV3$Gqz!4`Klz;-1hk>J7to3DSNuSvHks5EUsjV z?Ecq+`Ro2#^VS*ejR#4110?KZYRp4-mguOiePY|-Cqs9+zp1OJmoU|HE1b2LcfIXZ z6e2sdFf8YaqBT^2yg#nzt$LG)~yv?{@4+L zb8vr7qqWx<`Rn>g)pq2=&hN6y>RE#G&*4c*Ib1@(fM5L3^tYPGl2W%c;BerYprZ?Q z>AtZA3pWn!J0CztHX5wZSRS_sk{5lu%Md_$rA*eqy zf<)YZE6&B%6V>@)^UtfSHURNhKMl8FfZ5&A<#w9~`I!9=vx`3D^nU5(06l?@Pi1zE z#IyNd@=YYxB%)mppU&c>Vo3h>dgb3Bn}@XZwhbl>v_X%=HEpf?j;3(APdFn3F6F|3 zM^USrD0{Sx@-PKClOwnPA#BVyiQD^hZTVGJxe;B#SS2p1b3Ku}L)>`heQ8`p{cZw= z<>GOgcxiC13LBA&zr$peWswr}OQ4Wr8}~bSz4A|c^c_Eo2CM#wEh&q}1yvK)dT_l; z{7;dEUF--sBtfloD&{5MO&E&dQLQw49Zvb8MG#QU&_^iiN~Wm)?A3fy8b2uK%%IXd z8wgEQ8WaTTR_MqdJ%dtT*_P=uVDiU+2y^k6=t1w#n6r>X0!$0-J*Ft)p zsAm1#;yxo*dpp?pKW5y!<0h$c$oyktulXg3Zx8LfG|TS7X5r$2g`00H$S0U?n7*ZO z(YjbDfL}#qw8~51FyEG!px(b?1dErC~ofh zz2Pc9g{g3U<0N+@qkx)SEkts0amZu(Fkj4ml$7wm_Gj_i`PAZ8Uc1|aC7)U!(t|5? z2-x0tud#u|^DbYA^BxLHdYG~;qy~2-T?(Iy-xoMbSdV{qGWD^d73V2X6SVs|-r(~Z z=re0E&kMhWLvDxs=DUy(JBBZPzS}=VvIQw_h0I(B7B=T(>n^W!a2XOxdKqjPwb}Lb z|8u@s#-bH?Q8dBS+fomwi<-$R0i1%(5>C(D6WkWvE!N8r$ z&?<+>Ahn>+GNgLQPaix${!O|_NMgpnaj$_LcmxK&TH=D_ueM7`d(h7qPyDIUcWu|C zWUv>yoUn08Ebj(F9J3AtJ*oh3|F|M`3I{!>L1N#Y=RTr>sx!Gut4-5C9aPxGe9Rs`F)E`S*7y0JeP)}<#mv-i7i1f=j)fP&t0Q!;&s%05 zpTjm}LH*YO8IBPn2H!4r&=Z~D-#|(4`!#Gh0tgYfKu1k79!Jc zs2UXP2(;jV4X+sA!FcyB4x6o)Rw{)+^iPjJnfSUsp~8Ayab47<6JbaM;Xy zG&bcl z4ft?jn7~bKV1iH9RWtES6}w~LT=QsG_G##yVseP(QhHS+=m&L(JYJIK2Wp%WKQ3>} z%V!uBaxH}^@@<;~?BdMS;i27y{0lD7T49YAu{~hP|95I4b8BhpvQS{w&KH|Hb6G5d z;B3VBuJ@AO+|Q(iI&cAAC)0&M(iEX|`!Hyha@Pqx#e|MJ^al?6?@NdkX_>*L>M|zz z6x~$qa;Wabq$FCR492e&}XOQu4>f!L2?x8$@ChmVjD~`d(-t5M*_aRTyzeNNHj8 zaNx&oQ`?-#)zTe|`hRqe7acco$ouL}I(7*Y!|_frhOhN^c!A(J8Hcf7s27EC-E#zB z1GY#ao$7UegwoazIsKlC3*yv$9E39y=bGO2sPYQP1Jr zsb5`(Ddx?k=e{w#qlrX#N9nJ|ZxYz)d6`LvPPJV$P-w-a@9ZaW?+*_(=>s9_DKwJT zC}Q~H&3bf0Y-UNV?^Alh^L5h+N89-YB}>htnJCEboACi2sjwdP4Sj}7uq!I7M*Yo{zO0Y))yc)9qMIRoQE*6di6cy40J^O z%o;aY!^IG7?kp&?V@Ukrc>FZEZw6Lzp)+tpuSSqWyfsn9o>4i z8CcK^fjc*D%z;bsz!_i0@vy1Y{`$nHjgrbBJl;*mKbf-}9T#s=4c1!p?W2`y+4OO* zxXq69jAeC*$N3A?2hp>mdFLFhmVS=(>~qb6(d}ZSUv0dl&<>jc+6Kle62WUh>||ve z{~>3<`(5=N=(;NFu*_=6PBn2Kyvr%9A}#h~FJ~xhE^_wc_q=xELnYtRmW}I{N%)ao z`@HLM(p^}$O{I|+vXBdG;pG9!XiuBsWTrO19H4{mE+ijZ;bxD4y+;w@qq3zy4GJwD zQXxzU669?ytweEAe9;oJ^?g0XyyeE>a_zOUXu5s{i|dS zWd#(-P*S@u;A*K3(`|g=kUTtL`&lgPHSsj56No?t9W*TzN6`|xzj|xj%{Kkg?IRYg zAR*rkb1dIYPu%}Om>g{Q@5iHdE>8RPZO|jNq5W|R$WYfldB$Pa1D3vG@rv1bQnHlr zc~Bsq8Zt_~5gxQ%;n-&(Tgv7nb8;d<*JxLf@B6xTsNd;Pdr0kg*hEX2__6xT;IR3* zFnVNvn#T<0YVPIXN^@AW5Jzd&T9rgHlN;PN9=Kkh=VV+wP1V?=<_(!2@!9pEPe4WMBUB+Qcih(47 z&y-8t2;CP9u0#F$5sEnoXZZW2rb0flp9-v{almIY6$lpD&!On-C@jmTa|ZoP%=4X3 z{d6YLssm2NxGmmA)C7=uJV$AvTvl%M5+1Twr!Q=pIEg%bbSIq&ok(ULN?mx8lpx_pvt0WF2$j-Vs~<#XN#}PUPLmWGWqJ zz6qa9eD=5NDSbM7z+LB#*-Cv(+nt#k1$@Z^u z`q;hM0R-523m=>uSOcM;8L6(o0BPWw*it-hER#Ke!3)zME5Z!qy;=aQGM2+u5i&5t zt+c~BbE}roU7#KA24*|CJ^h?j!w9cq_zE4(FOnF1f+YPU+9W?Vn5-eQI)bYtS@cka zOJHb;zKIe)q745(e=j<({o$s3lJsBcL|pHjuLZPy_SfHSb>rpkH;gS_41sbpYau-~ zbQ=1Ad!%zv0bUu!0czak^8K+(e;&(IJKym?9ln{$C#bP=)+`^ubWY)FRE(iW%f(so z#agO5Lov~98B)vozF{D!(-1~J9MuS_>m-2ZC?7{L@m_eN2T!#OwdUHUcc+otOH*?< z_7|_LRVv&3P*<2#!{vqT5Ty!%4-*~McZWVJSsCg4yJE~U}m9KhA`aY{0A zO*%tpzN~gM3ZJ+4Tq+-V%MB;&Lmd3xjf2$UNJLBQICb9;s3W*X?dz*73VxjST-5(@ zG^)|au~w?1KxCC2c(F%KO%w0??80eP_cBtHEp9VE=Uc_}S0wDb*4Tk0d5AT5;_b|B z69~hSC)v1(yik70!6B!AzKjk6d9ZAU7SBDF08cbA0Ub{i|JgALU}0w;zU}l z#jA-qU~K12Y2E5^MD^lLpN&(yU!*lE`lybYOmyUyS}Mz+=LLdS#5-X@A9b4$Ec*}LiG+DNCSubW%d+C7u zC2Fm)P|N8(#TU{ppM#jHxX-TIs5YMkjPpPiTfNVp;${8uZ+h6C6;=FkFXDWp!pyCR z%R;|WU`q44(O&4+5;MKTu~g|weS+d${~mkd{z1wvF(GD^yyix-_ z3e0#j+wmX-i*`Bp{YMmoPB@Ce{NF$ZbRM@2Rx`8$U7r?}JRriSJVRhLol;{Z@(HS# zyF6oBb-$*?vtXxs!MGZO6)tNUVSFb^qSdvcpJhYBM0Un<%a@(Or^on`1G}x%9;rqe z!>(8QW0HaBIVW;5iDwmFB#VmAbEJmzg5(!Cu4ujYsBY%2-NKo&18al_R>EVoHJbuw z-wu)fN?%itE(5DMLuFVb3tuSsMZB}`B+#Am_P*CCF$i2fLM9n!`a^ilg4V)HaYKSN)-^hAd`=b6}B!9hivOjT$TRuf?j7x zAl}YQ%(jH#wTn1n$(pT{^u;TodF<0ymdaIM5 zz%ExZNPc2mSWF600L%7JC-cNW`(}(xz~Ijf+y@*^f+>}35N%__MKHjrJP|tXsUq*> z6b?0*nW3V|U>qN$4;4i8+0M++(wJCUt2;SGKnb0kpit+kYHs0%o<8)<%tIQ9)w$yH ztnIyL7Fs_?b%qaKL)eI72wLHA?rPYJ+1GEWW?qkIr&k$fx@l*+>1A4SXjYN2W&SPX zY^G$wGB4vpo;HU~%61UI;K z^eg=YN@39f0bwu4YesG~t(wcRKJ9*?WB1h&beZIz&$Mnz1he(G84~1-jP$lwQ(evj z=b@X(7PC(Eb>9nXk!Ev`G0Aypt+m4*yDDO(HG1xDz}JLUmZu_;MZm^A-^;Z?RNV=^ z8TOgveH-iIyC=y?%0GKAWV`>wHqRYm+_4qtt~mY25Tb6De2roEx#Y{Q8ZY>|yRny@ z+}uZBcuR*~eK|ekg@}Z`QqAFX*2;SDdaWlRrz!zQgr~8Ytg-aruidTmne#H@CXBbv zq&m#q64syT$?*JDXA4B=;C?poLvX%3sS)>cmr!gtSafv0nS!gjyh>eSj^Nfmm_oF* zgf#l;QdRCr8KvcY?$;vjA}%akPEyvLsI5?I<%%QKn;Q~QWOe6jP7qIY)`{qckpe=u zhUpeFlmHcD!*RvvRwZ}W7vVMQAlsoojW;{K7tGDlJWrsR)nE4HTJ{&A45PLh5C5i! zYNnPL2=g`B^v&s$ANWvHVchqwl>U(;im@oc7G2+%k?{DA8|`32^(|c+N3(D0y}y$^ z;mGy66P_L2HVUU^<-7cT=9EUWcT0`uF0TXTW}qzw)_HAqv67(naTXk)Ggz2GxB zk6>nWr2y6hu7>FW&T|T(UGUK1W0Zx$y-i>?(o*x#&@Cz0W*}~Fuxs-{?V^hr<^3Gy zeD215qmH{ced+x1UNHo;* z;Ip3=ZA(u+jCMjw?q>mv;N}yQ0iI7h@K_hf&~$ zz?PW(%BW!D;3n&Ox^*-?i~H_7!qaD{2lRGa4Q+E*Bx8%63tF=`Iy({Zg_^t{xSHB5 zSM*4zpLcD2BB09G^^)bQODTnwgGbj zLPIX%k24}1UAk0tv7k}80?3hM2q){ftK!K4BFq9D@cyO6zq4L4%Cu7$U6gL?pr*q3jq4nK=DxnD#l zz5-G1L&gw7hfF?=(|#S$u^##5a}NV;k12&`!QZzK5* z>Zd(&B*3)B!Y*BMC(!0a|B)L&JE#07QsP@HBhp>gsOa5M(wlN|yKU94+4#97_S5+hteN&fa7n5OpCNf;goi z(T}E+q+=@LFx}9%1;=MZJR$KSR&x#*pnkKX@wOLo{8-?TA9jA4nbtPjX3P)2`G=35 z=5S)tu!jpvSA$ywcQE5DGAkjr^;xSIzjSrPng>^_&mlNWDow=Iv`v!OM1IG9WGXM{ z>2lnLbIPRw{d5jGD7;LXO9Y!6(x)a{RKK5P5B6&I1HgUYGlSI!$hXJQx>yE#p+KYR~!558OY8P}*TwD=n{c~PSCr-E=p zU1q%{fqX*IQ_Xi;`A=5y+fg-HnAfx?86p0=$aj($P2NVHR@H;iyp2%N!8|fwkXK&kf>)k=@0)o*zF;LlCw)4b zeHf(mb+evL?QE8`(ElK2ybY~@>_ihThsUz~u#DXM)mKSbh5OJO5*c!e9+UU34CoE?I&B4Q}X7O9F9fT#_)cB>M|?gn&*r6K1ozBYXk~X z-(a=cSh{KN*S!An^X#7cq>X&7ndr~#g6qJ5hlhlw2v%%&g48PMF)VX)Sx;A~t+or~w zp|$ZI6a(guYHIGmPH|=x0-VsgzLC6x0g~?%SdVv-!?Tol zEsICmXB_-ke8efNMJPz0eg8%iT6Yl3NLTIYnR4`G9D^M?v!w9MfGhNTK9Uhq9gr0i z@?>=An|THf#!a7aR~>2n!KnMm>+tiwVdm`L%hQSe#QQ1QyLm}Fp!gKOyHmQb zzQn}q+I00@rJ;?geD%KFa9Jb2!Xry6uJzOC)}fXfJXgIIv6&7Q1A8NJgJ!$mYr11S#sRP2a3oI6#n*`!fb=KHJqov_f#q>8uG)#*W8qs7 zYQ*n@_!2|ZsF)mT%Jx1-*$6fI{8I7&BMeb0Z>Pl#)rC2NHE?^+2ds)9B;`2Gt(to z&bFkK4gnYb+4&}tYL6E0MZr;JMe#YEU~cmSoH;q%qX+UG)TAq2Es}x+KWW1EW-WQ# z>Th^;sCSqTy{*DP2cBF#($r>8*`g*BjK4y!x8_P)yh`>PA|#2GS8RJ9%4kI%_kumy zD_pG#glC~rH~TJpgZ8~-j&`SmWP$=0Bw-agOz~R!tpioQwulis;kmq6uXQSzY4KdU zBUrfex|Obz;3ZDJS+579-UYBk|A3mbOG>e$qn=Dy^8&_Y(kFFHz`6N^;K@NW?ZWV zhd)}L+7MH=nyifNSCrk*YPBRq>MDP{9T$2`lqbeE*~dThvWB=aeJ*Vv;CC!t>pO!% zsWoVTW;{)zg*}Rrb=ll%nYCqwmHS6~+iSVaZ)sQO$c-y6k7rU4XC5iY0%eY7T7p*b ziJNOePdnhTNDsM)C+N#iIg~$!;q?G7{y43k#a-HW{~|$#Z=31krjsgC7U_Q-oZe1W z$hnI=+6a3rGkB`f2}Lm_=5>xFEKp4ZT|_jdp|c_KX&byjq(fELZ0+u^PYq)oDKrtfPrnO7T}9 zKZ6C&0&&ir`7TuX-J%Pc`Q}OC0od&;To9t3FDVVz^B4b#x1`DXrjyY3LwMky7cP8Q zzMW4l$?lvYAe)a|0;ye0UFX+Mm+(F)Fz+_dkR6%r&sGm5X9ih+wKVcIlM=&B{w}T# zKF0A7_m#tM{Mn(j?vA7Lx7kN@~#I+*?d#D0Pt8z9+5Pq5$ zcih`NZ(hz{=*o^G0DdfJq{p94l)$22lD@qH7QSg-c=$J4luc9n_!XS;Yh{{KT6D!} z{|D0w0{&1AaDB&4nrPzm=8tW1E!o}Pn>pQLjR!p@0claD9S?XKu9q8Kl9X3t5vZm zQ_bo5e2jaydO`5CrRVW7tH}cLl($z_IIBk^>;WP-I8Aq3Ri(DQMjWGwBUwoyms}fTi6u#p4eA_6Knq+2p-k?*##&AlqcfS?|sS)^2{yF1rD<}yY z_A7^#on>p?^*}GDs|@na;Ty340GkQN(B9lix32KVpI2~km_W6&X==;5gL zEH8go2t~4ZlQ~y)s$dcp^7NCCu#=Hsdy|Nz4Mneis{eu&ZP_1B&CZ7D-9Ice+Vpkw zeE7@pW3R_vwn%Tl*@siU%nt#!3a>50=^|Mz9pmF|?Fo6Pg!4NanL{(?*SM+7d_b-I?DfK&>>P&&G+rX1XQzX zvxYZ77-%z9Dh5|80`RXLxHVr!;cv}vCJ}JgXd1VCDqeTomG~vq7oq>H#=TyNh9zY* z%3k1{EJThZT4?z`ADfb4kwZ_TT!_cZR(W%_bljqR14 zrRk;QrdI72#u69qF6sd^i}N|#Lsy^oE``O(J!j=OR3RZGS@n3O5+kWc2SaXNURR$z zygYn77C}F*Jl*#EJ34*cCE8ADXbf{a)`VY^gP8qp@ZeI znvBWwrWN?ko}j%#a83ic4=6nz@HeP+fe^L4B{oEKiaXE6(8Ps|`>GcBQInG-vQs{P-aS$rY-c`U-?g=cQ7`Mdhug!?VBB;xkGU7$?6{auM~4Z8L4SE ztT`;UGEwh83P#>xhG?=TZ=;OSU~&jxptdW~^)uC}5Uxw~lF6Lh9lA4R&^-!o{>nF{ zbMuBJ{Su5aU+ux5o|&$E@2)AcN?{{gx7yE9(B@CDB;@!Z2Z}YLgn!+!WOTc#sDS^% z)Qs@)yZqJ9%IiYiJ-sBFJd2~YH?75x5*Iw=g5Q{Rn8fn%fk)q-+>G`szTM!sF~-SA znpCJagbFM{>=`L$ueOa9AlSznFxBk|GT2HU=oPM4=6(b0q4wO1?Keg6_ni8cz6N(s zQ0bgaC&?((erT^N&Z~MgSt;~s-KboU*S|aYHUSA!wck)O{d0ZP^*naBN$oYswT&>i z)mtFY$7)6GbLs4Rn~_b~zI9a|K_RP4rLzR#7UqLtED%1iXoAVgGNm}FHTnY*_<{th z*a)62FW#+{*BGhzjww4$ZZw>uJ?X7b!yomuHtQ(GH1VHF%m$YXDkWU6EB0kbP09Hp)aYFmd5_}4_Wz-U*g#aIlX20z3i2M{ z!uF4lwK98G9sd8KbE0?E_>xVkVtTj^0(4 zzbY#9(}IZqljddvk&{lwMDNPWUlkVmeS~zC*_-O{|AT&o8zNKSKbK|ixc6=Tg5=j1 zopaF8d=VV3*w0tWK7H0Yj=?PsSUfm)k@R)rSY~VQ|8(B4omNfNsPZ0|T>O6KhGXZt zbi)GN!+YOWzn*b5%8$ME;~UGcG7CT?W7wGZ)d~Ck3}$>#`6eDM5O}a%ox+~JTD2Ej zH1TNsqgUU#DVzzvE%-yHp__=RcHYWH>3xK7k!_`43M4DymfG01jcVJ4wBL0&KxOAw zo3CVJI}a4#f|Y+iRJ7W#-ujBOV%(I>!xekI#j8=bYSOC31NW#FpD**|%#re!I#%?z zGp?zunrHGee?(BbE@I4cDe(CiBpK4K1e0Q~;)W~s0%<`Oq)#S@|(S^EJR=vu;7yix0 z8Rb@9^jh?j{L)^FLGbY&X5n)vZatr=#RP9S~oCYdF$<7iqfaNQRA4OUObpMmO!>;7yNf5g9Y)vSp>>u&Jkc+}+SRdi>Q1r$9IASEwmA#dL9MOddU=_p-&Id-qc zBf56vp=&kfw7Y~krh1kcJ6SKKI88!-@PO;?s^>dHTFA)`n{~4|GYZ-@S#)~e-G?pH zqBcrpAnE_QGL?N}6OZ2ZNmyuD;W7okXbEkD-`&fa!!a7A&}@S>?Md~cmh)O+o%*nd z0!lU>`)mR)@$~l<5 z^1>q!RKw^FJ4)z7!TWrh_k7|pl40Vp?q87qOQn&wvDbDf;x6kpBSP0Q7iU2HQ?wt% zXmOQnC+nyPIzsI^IUQB=9dP3P^!?0NP_(C2ZMI%G$RhmVG)m{&Mx=HPP~}>CDD~EH8X5K^Fg6(o9rqzI>m_vPh&R#aVSdVo zY<8$O{t^(Zx8$7|{0OF*n&cLXM5jr&{y zCpeqmwK8)*1&-y__%ce)5yYktQ5;;TXN;|7MadsgBV|Ml~w zmLD!*af=vr0|D-J8kHyJQ0tKwaF{|eO>lDiLX$N;n0Z=md~NY=W`bqO_%Ka3;(BXw zt4}xE7~JiDpJVW$bM!^P`dUj}GE{L)W+d{i3sBU`Jyx>l?>1}i(HZD*Wz<#nL-K*K zcsj1xxdWhwLxWUNM%-464E8+)gC|ENpfwM zNspryKE$OtcHRrKY=>Rw=hj`h3|_-?xWg^e_MA=bMVk3VfWD-4%V|^>i8bM*9@Qy_ zqWg?8_AizjR|6`S$C@nJ)oL~VH4C@Sfm5NkL3f3I2}HG>Mcj_3SuNUz)Am+o|PR-HSz-mTm}q%Ss{!K|;<&x^q( zdidbXZ3&C>Oh1uW)3dr-@Sl^9pyddoyjE5$OMY$0?)2Mf4hps4r}gZtHlpkw!Drj9 zAk>3}N{b8pnzf?#CEF#KP=X)k>)+2J++SoM3FR}87XJe2f>c`@+u)j|Ph9$c>a}j& zH&E*k*(Nbb4sg2qZ4{q`FSh2$;o3@U37W8?$PjY%_@fUUY7(u#alv9564^WtRy>p4 zzG?Cq4GoZm6&m(9I9l*PQV5SWF5G%znXA8%>3a!&>YkwEyFC7*(D8^<2{^^cPTRRI zy`9~srOFE1>J3F-L zIafTeXAH740WJ1=IlcrRP^0RuaPWdNqpL`Pfx_vK=NSH(rbmW(5DA}d5Z=KdhPTV9 z&8&40k&^$rz{Aim*CN$F<+MqUM6=m5MNKRWk`3cKFXFlJOt1gS#sB#GWIpcl7QSnI z5xHC!IC=+LFfWF-XH1z`_6=9(R8~{1Q9U5_RHgMR`^|k;zq=xxioesedwP91T=S33 z-G@k8KU9%`4wA2ohHRmX-QO2}v08|Y*w^Ako}M#R=JcCpz4E);+0&XiVv|3dtnX9? zC?bsOx#D?O*2q+cftXEYb@)ioaq!X;&N{PVYd{nAd&I3{6o>P`+pwVF&Ffq%E0-oe zcGpw=E*l~6G&%a2uI?51&Jx-mFG0?4dA$=blK;|2%YjUoq)p8Q7zNRjz$hM$l^AwL zw23WBQlo|2dPD>P?r=!BS}Jl!q8T}{sH4z~>xu&ys2v=GsYz0ST3uBTRIKose=kLc zWjBSp^>Tno#w68mFX)b(Ac z^{P^=NR>-Suya2b&~$N6-m*4R=M!#1_PDhhH?!dBgO~G}&4uLP@^$CZ5)a;s&aIAt zJ)0VhSnr+C(5OiHiBf?TZb{0l;BbH7Yl;XC#w&Q!FdOSk>e$P7*L;7Eo%p6B~fy@M6WT z6o4kr=hv%dU>4!-2rj2pjo=j%ao;KO;piYHr=7x5FV+Dbkq7R7zfjq2#_NVJe^&Ia z4G=d}z4)Q6EEvOrZbi*CjnBLBr69Ss=#tGfPd1$HH07%*B+xrQr|8~Sn z;daa{Xgab#51&5Hbn&`?A8WXGsI5JS0YwL@Z0ZJBFcdqOB6vIBnAkR*&pJt+a!XJ2 z9JX8;*6QV-ZwB2_*GlG}2gb~LQHf~hYNz}(U_Piwmdct5zK4F2E_kx}k98+o51;&f z;&e#{0~aVxEqcj!wt|nvaQk9wvxU5j+SSFy{AILvk&t(Qv65fMyYrYs$;Q1R4}81R zqAZb}T3jmzmg#ms$%KthDEAX(q#w=O>~5rtd7Wr>4un{nRctj&)~kVQTi^>Cs0C!g zReDH5^ntr`mBv%MBTZD_wN%{Pr=xym^0Uu6<#&I#;tSWKk&`68nB^j*T2D0P%sK_x z@~st3V-)vt-lgn84dtw`T|I8&IKrp>+>*ah)hfL!a}}M0)9=?N$2}H{VN;OqZ%6Gh zzs-53i-dK*34z-Ch4KYTYX8rh30}hPW{^eU@WrW z8A0cwvu@YfbAnDN@8fxEj`{G=me0HayAt#8#=DDZm#O{RiIm;A7Gtmo{mBj7&R?9K z`sstPkXKBfFMyg|lCLzUU){d_%VN3J^O>kd5UIx5OrqylVeK(D4~+tq#P8M8i?|^6 z(eOAcF!A6z&Iyk-QtCfSHZADGgR58i9zQ8b&W&lRX$o%i zW$~qefm+|u@KtW`Ba*`R#C%on6%@6LhM;Ax#T(^->dHbxoIA%x@Xe?*f=+NlMee04ns?NwMVkWjc8x-CTtk&ggv3{W3o&@p2Rn_r9h%Qkb**u28x$jHgH{x7I8wq>)Sez{Yc_f#uo6)ihc_9<$$rc@ zi&P}TIa2gFV0^sD@F_}&xq*(lJKNQ1$gXs(;;Zwl*tNfMIpy*jx8JCqWNwjDFTQ(N zf|YR#Ebt*L-`qP0?Vy3U^H8Ja*FGy?`(I|!W{%nlN=%*T_ZeuO3yL1h7X8*(y~DX;F~Xo=`AT$rCNt;{nQcex zq|ki;Dn*v)cfjNM*W@lZj#i@&3P+R;uUhgoULKZ78vW-l&tH$dGKVXYSimDl{~s{I zbwRPqc~hBf^pd@)@7cb~u?|M(7WiV13u)2yk9#rxDb%djWKC1X_&P2h{W~H`1Rumlt@H5o97#Ej}A2X3i5K* zkL(e@ZU~*Dd!}`0H;Mi>%;kOOW#~vM{-9crnAR2$C=0AdrOIi$HQlcrIPp7UIgas2AeR~8CVWA^t z9fIRAmlVZS-VjENTNmu>)K@vTBA6F(NwI$v@rG-09Me)(^f5WKuoqEY#EjWkt*ZW` z+kFyO*VHseoCV2VdKQJRAC8q03TOPYuUI!Z*Tf|m;qNS4B?buOqdwij%QByRdQyul zZ??T3ah*U$D8fu#6jm!C9+AR2L4n_Sk8gGv(PWB0#A}waZ*^ASGnYgnzJBwr$|a_* z1cSp7=Y^+6-4(y;nI1)8absrZ8}m;uRjEC7Xk`xzz?`BBii%>M&R@zj0x&PxMFnL> zhWD4ys81je6zb*uB@*ha0xJ(s=a6_#NIj`&%W#^;o)C`!T~Aa96r6NFd#83t$n1?5 zvHdN5(zuC@gZ$*BD5>5_be8v!N#~FGn)4=hniW!wlj!sXRQqrX2YCwzbPIsmx+1jPLdmT8>-Vus@;L?`&wD!o3dL9+0TZuigEDsP{ zTpm)@=wu&R{seufF}BkSy6SYxUca6^8}{;^73vl1$UyA+?1^>;9Ng&|+XZ!h7MU{s zYuo?Yt1ICt@xQk1A2#4~w#47J`n}-4gnF4rmbIY|xyE)He*4o& z;y9nW#kYcnw`VIkFf(1JGokW77k0TeYLT3Uo%T)dWsFxF5f$Sv0Al5}0_@N33@(W+ zd1}x4y4G3Mw&NW2kt%|_?GzJX*zeL89?Hi*88CcmrV-mxapz$qw~UV&9xAO2wOOV>n!KA-o znTp8-dV%r=pIUgtWSR091lVmn-t<48_I#YRnLPYLGFw_&${&rv`s7)*snyCO+)-|G znc70!pU4@2$UPx@9)D)Wzq=EAPiLc*_w8)Y8I^rSeZ5V$?g475A>|~Iw92@-mdFkl zoI1oKJ2eV3laZDvpqMmPt zZ;1TIprqujgLTk1b1&xQu<9qcKjPphQ6HchZ1?gobph?={j7?{wG>`b7}1LQy_}hp zLzZlBvr7&JZ=vGO;&dMB6dLu`Bg9_lU_Ptj6n?YaA3iwU`b1&zQtUJ_D1h#5r~<7W9(VIC5dD~&%)P!OB>(dR4o=NHEYT^v_u9GN{rxJ zIxJZFxC|P-f-_R>ug1C zEgUlFAsK{(8C%8^EL}lZrg|4VRu68i1ZK*!+)Gx_D`cwAVn3vy*41PkidIAl4K~~F zAhq^1o)9ghQ~=gi{djej9GLLsnCETWldI@UW0*UClnP-el~GoYFyeu;?Z!ddB9SBS z*yq4^l`;&Pht~KYZg+}#i4tAZ_M+mLBi~c9YmGVDu=Yx?_i){&2P4CD8)=G?gk?GC zmID{ULRA&!%u|QaVzlJAti4ejX1>q)J110bGnW*m@C}kD0r2@Xe}Y$RI)AZ&BXDm< zE77;gfd3fAfrVW9t4(mBCe^*5<82|^zzKLCF$WlE+M zMYmu7Rn;Wh_0o^UUoEBXEIfmTHf(B3ZUSS0XS@?jsIhMc9HbCWn{W;}_xa&#wVE`5*Dv#@4j^0GfQ z4uf3QOevToSX<;XD?%0S5x-M9C7zCvL(obh?)@IBj>Y{4UE5n@nA|=$c*glGM1=%K z#WR>-1%89)7E%ELqq|$89NC+6q-Qe7-Q*I8EaXh3Am&0EsVL>R@IIzCCKxCxF$9jH z50F9Sx@WVtvMdE2ZQJ1`264T831v<`gOt>4Dd~5ICAa*lue|9>+_4HcjG6SbykL|# zge>QmK0X!;u78~r z!by@}swP4M7}SW`tEHYU?F|+ZU-_9wiz|`+Ei#2+tBvvgj&ML8wVf!glAzoNz~L-M z`ZZ1__*0ZHYBvrgC)sbe;?!5IPx-m)6kBZb0AQiw?ATL_3=-;{BCNv}&DNOa^eyU_ z#;91sz5mU{+xS6=VwFT=mS|1Nhv-kT$NJ7k31kw4MK7tOL4_l~$Z83T)bK)uiwhzk zjQa&1jQ$k4F*Na{`{6^HXm0OoQ$b=3N>0~HYp2+uO~J8rH3pbJRwL-B_2`w-4=`uE zNJ2gF%u7m>wnNEFx0RQx%pRs7?-6H2!pq2F!C{2htk-Ep+WTlE1Zn_Yfw zdsC4TGg|`kJzKC%0mBy7Il0=9S-$D(Yacy(FJtn8oN2YF;FqhYZSk-r z_9~G{_cU09n0;Vn^G{Xj?3(RyD6Nep$dfJ$5sWkA08a9&u{*KX(w-F8L?JDm(L3Bz ztYf*P5F$Cye6E2{_MG8bq?Dv(k8(nXup1Ca*UX_zH>>!4l&QWG(z}V>_=>;$ zq*WkC%66Higdpyv>3JDXFixrhbtB{rSK&J3P9>nNr(u6jjG9U$F%@GYR||LNr;Q{* zuaHrQ{;Cp=pox$YHK+*ygH6Bc8qsDt>qNd+T4N~ZB#-+TwNr?)uTbl8Ht64^uj2F| z->re8pdr~%51N-Lq6qz^X_?qrP+Eb)dr~gIf3#-ACa1>*5t+yDV2Bzjg2|{g%4wMR z;{UnOZ3Po_#(6B#s3(I@9>t=dl=fWqwQ{COC0n0Ix?&@IcS=>VzU zjUx`@QRP+M`r9%CH$@2>FjLV~=R8a2<~+X$mMx0aujiL$<$^~scnbDYzeZYk6azdM zU<#D-Cn&e&m9=!Cn;GUIw!uLHX1TdO2AfWGlEF}8HTI`3QoGXVyA~P~jIull^*q`^ z?`Cbyb0ZTLe2D^%B7+?Tbv4q>VX?~kNY8h=QhYBe^GGdh(Jf5(WBf*`_yTM|!{e#~ zMBD^h%;+#bD9Mxh;Sr`+O<9kErrGn1?b-Ree9>T?y|0IQ-2$!R-!DA|L~Yc0<6wU{ zUdQt(n#B)nih5k{#=aA(`s`XZTjTeZ49Z$RZtiV&a`YQBPo^c7oo%3X|;k1rW%;{*&1cy&uFLK^d zrZ=45$+`dslABIlU!G#VaI5re zz>t=EOin$suNxk(m)iV=h|3Uh%O|=*Ehp;psyA&T++y#m&uCa-6)y!7VaM3{gJQg| z%EV_%@PJ#-U1ODB-8;+by>s$OU&X8Fpu4(Q+vK|n><^EUIY`svlrA}}El#%Mcz!^e z!u$P(vQ5=4g%AWy!tpj5;jX!trh~vE+eT?wbGb1CODB*7fe7zB= zPF~c~@EgCkCX9L^A{G~ndYKttVyp~1HbjMmy;fFjL=GCs!y1|Rj8-)olyh>|7YaXn z1Q8^ZBrT}Hi{g7b_0CyZNsN!)wovI`rO$o3dz4LU<9wlr|Avm!EF)A2dIsIXuTqg% zw=_#wB#M{|s}IAgZf-zz%PT~Ko(W>ChL#A5y*hb;N2}pP1Qmb&dZRIGzVzb#=Lv+z z;Nk_C;8> z`E&1hEmrJ*R<>|SPuUFc6qs`qMN^R$LJ0N@~#^Ii@iR2$NPtbqW!+do0jPCC&MfRS$g!-9Gd$#hQtI1w2p+Ug$ES^p0)cDI%e xUsa-@I&=+m5aC2k`Czsxj|A|G`Z*Mat)u1dW(l{iJ2ap0Y3~rvQgcwA{U3F+RpS5v literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcr/Analysis_15/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/mdcr/Analysis_15/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..e8e07f9ddfa03d8eb8440ee5098c87ca689664c8 GIT binary patch literal 11858 zcmaKS1yCG8yKM*w5`qN??jD@r?u6jM-CY)!MHYvk!QC~$;_mJQmc`xO-4f3kw83*CR^Ij@S%ZMxBQJwhJ&GJ1h6Dj^t) z^&X-^Unqjln2H=T;SZq7VY)ct0Tjas&$lnHsYykc0Z1|_<^2)d@eBY?%x`@}qC9hw zWE&AXb_jpA^d4)eiJk*552sl{(lntOooadWrF#Oa&gCc_AH{flQmMv0+v8czlgiGK8=#r` zDQi_+c2*B*ZN$+ILHQ%f2V9xHc-(P>H0?4LMU$l-?w^-BO&cHcFui}>=4uq5s(e?z z<}tEWhLJt`+eT}WB_Ni7$Sf)NF_4;%S#1OCiSyd_xFv@K4YWHD@OA@s7NK>1ulH!l zSx9d%LWmAi&ks>GhgJnVZjwC>t$b%S^lufa1gH)i3?Nz}%5wxNqE$-(7dXVh zb*T6civ^Bt|mO-}7 z5J=%4sZ^Hj2ib5Q3oKoV58~=iVh*NSS|tJ1Mxmxrr>>2}E{@ss{V?eW1l38ve=DCg%~D%yv`D3vWsb0&YLue=(}abT3;IQV(o<`qZc& zN4zex{?OZc6`!L-H}km1_nOq(g$EjRH{=Grsr%b|eSe&4;6WRA@ z51GM{I7aPQNt+r=@y~X{6!DCUv65aj`y!u*EoV(RY}nH{@yF95&E=(PY4Ww=A?5#< zM#Ucwi8L3NswK}~_yw^Yvg9)5AY@Pb7cDDQOP#+E2eBQtY%t}}VNYYiA5V%j|0m5h zY$?Z15Fa@}mH*$HX~g*B(UIoTQni%%3$c*nAxk$?4u1B3(~45HwD}A1kmF&?TT>1% z_B28K@vKPmf6~0aAVfo!Xr>&9>}l}$!>hp3LBqHfb0!vE-YCG-)nDj%|V2dW6*(w)f=xt3oAGvAd2qx zi;t8I=O>Oqz$sEGY!K-EoloH`2$@nCZMK;2ZYuuQkTtMTP-xq5UHoPfdO(taG?m8% zV7Md7d%UnLG;2Hv;vBa*c}`==U3^;FN{gE*2uxeBi{tSlh=H8IXJ?RS{&+Tn8}(kcjYT|HsZ{feW!Tz!&;qIYe*^a8gzC@> z#--!VYXXdy8~rOEomV!Tui9>h3Rx$>2kv->HC?T8rK}!(H%mb zt-06O6~YL~_paq8QJNCTzi&|#>r>zY>DyZ26d3v6rWj%O+5Iv4E33_*%2@tI3cih* zUM;(Y$qgZ93NIGaY*(#1VJxPPkuS8Q-V~fYhHHOd4Ni%q(~9r2`~`}xRy|k>M!i}Y zA*%P)-I^m4PS!5HUg}0Th$ISADx2*fsz0oA(sx0E%o zY7Wy_p{rVR{LC%5m}Pbw1JIMrMra3r&c%t?ZeWkHTGOf9C zxnrjkS9rr4qKE6YHcRR&+M-d$MFQ|_oaDz;mTgc};Ggi=kJL8CzYrewCRGzVaOSv% z+?`cs9vw-h$b>CwRUhr-oy1+F8if8n4k-yRA0OjQhfe8_b`rEhSX{-AKpJFg&gsRR z#fa1ITr$iWzad?w)KREQzqwZRWa6`{cDQ6j62NhVwSS7X@)PCbSI`{oOIhaV;XVYH zel`cOK8YLNBGwAOGY2VIQr=UpK68LG{8A&$;EKR_?DAO#y}B8ZR#D>?8LQG-aI!_Q zOPuvwp8NFBa}oY}f`oMX-)B!bqKDMgs-+RE1O>MiN!s=1^)|o4<`C6tI+Cb3h9+(y z*06os-?Q$|s`VXuBT5H0S1$Flf4-|(?U;pVkIG^u3W5IoxU@2C`5v*#@WhI#d?5I0 zN$u=fbzANO`L6$`cX8rG=~hX4ENZ^D6Z8c5B9{AVX7uk_|7!ukTmizH3)u{_SfjG~ zcioANiiX4TgV*3ast50Q&VAamK^DFCm;Mn1b^;o7WhUVkBL$NZjpI31N*gu)uenBl zs#VY0OmCQ3RRMA>*0_mf?#QzBqckPlTx#`>AI&tTOWn-sYLEeHtzXKsF1ZyoB94A` zZnTLmNIcxh^tnZWo+_85WOR(r`z?3%2|cE$%aG0 z3!vKvRRS_Rfg_ygruM^4@+Hh^{IR!in|Dc8D!`D$N|k3fEusQW@&Fw>;09W|+KE#p z0B@?Lbi$~6cf($F@3vj=cU{`*g#1%NJ92Iluy0@~TSFDvGO$J#*DjQ7&FNk;L#ENw z7ZkX&+=r}+75hMb(ThB{yy-f8a+hUn?7JrL`irl}m9Kc|3`UPuen$^{q$>+^$-J2k zXguqFWHWfJ+7PDJE#_VWh!OhyngnXkkWEbTG0I5%-SyP|V`sP*p?N zZi9-Ql6*TF8hD#{1eiE>@#1G?nZ`A61?%AF>V&Va+mjWKqR6jWY&Tjkb`#RFcI26- z_cQUqdk>rmryG_ zhjtAwAdQNwrCKw%fo;_b$gaqIaGY^ET$5`|+& zm*jOIm5%BmYZH9u35C<+Q}SNuA1b^l@$S(GDJ#COxG8L5xs$P4I|)j3-XcBK*N~_l z**6*#j+BbGXJfTp`GT(67;mrnP@r64n+{dTd38OzSuedzxMhIh)I5)0P%cqLW@a{^*%>6r zrO{urk_Yb))t){gG%2JblzzHo_N@jf65u5|3dNw79&0D)+y_IowKyp~mmz?h%T-pw z_*9gGolsjvZGn_?HT%Ie-ElWdxA`T(LJi;#Z(i1u%5n$`hjz8cxzZK5xh^T@yO7Z9 zzIs%WCs>=G*MX*gucqIs2r}h9$}pfClRsy<(zYZcXywDF#nSKMj02`N7uN`4TK#?@ zv(d82L}Fj}c?gvKD6~vUIDcA6Q@6Ty>R@d(w}E{o6E_mM>V>h&>uIL!@4?rf@$ zuo6Sv_6Ok9m~bS1F@iu0JNH2dN?sOj)Q=TJD;O0H^)g4$dii$i6EFB7Xb% zM{uLl-Zjj!UM{~G%hVIIzt!%?iNs*G6-Q^VZMRkXD?9qdsF1>uiRY}Wg%M|2e;)85(d`!3UmOg3a!AHKe z&p!x967E>GD zG;r-FwS1mF2S|7vAG`ow)lliKI~o5Y--il3@tC)4g=@L z^0&H1ncb3EF48BpH>xQQOJRsTH9mHm%t9x55ZvIgj7WQFIw9_}?Tv&>iTpylwaZhf zyTY4;=h!yX-?SXsoB9c0chv}ENW=BG5G>TXZv7Vj&UZkqPKfWRzvK|2pnYbrFSxFw zP7l8OQ%^EU>y6sq)*ZiS)95K-Q*l0XIrk(_xB3Z8+HNfV5v|*~As1B^}pUKDHz&z>5{1|T$h&{NzK7RW* z7^7%EvemDAYydJRxx5^IOJQ9RA9}ojOL289akIT%BIo5apqbYPp$Cio?)kTl`j@2o zVD}ExSKAppD4r}328R3jf*ya%qJ!u*7EV}yEBbLbfYu2r3>c;g_81p(yIrFFL0j0tT@djttZifaJ+*mh*lojZ3z-(eVoGw#zG zGRxkmNehEz($wBMIVM-ig=MnfyhJ&^VvRT-lY|ZIw(&U3TgjlfgXYK z%7;3woBs6(Its`sI)(iJx8W+$C4Bjh$d!Jc!5z-557p^7L!#PD!A?%I5UFXfjJ|5y z5pkk(n`xCd@Y^nYh@C^f6gB0}4oGmI#K4csn-MmlvC=IT6;~vIhr)1!HTZOkxZT1| zd82t#s`<8y-!^j9Nm-czAA|*^d1?XsiLQ3dX;CY_?KmLeel6rjVrE6f*?rsD7rE*| zM(sUKVxHOIy1>>Rdn9?IzJLH}61LP^C-yR{w$UgZBs%7w)r1hJ5bSjvMZot5M;NH1f14L+vYd|J z=$E%E39)Zac9~3aFtYD9A7lu|#&!SL`pUKx=P+DN37B|ii#XbVibQf#LTz+>x!b7< z_Wqbu`SHQWqK-n0z7!lbv8XeIPJM6=RM!rif=3T%eMa?&@9wWk!3pj z&U-~D;#xs#H!ihIM7{!QAP5|UreA&8UHL?- zo@~)`=3Wd0?~m6XjB|Rqp8Cq@ptYx_yH`wHPahWoj)1n0iPi&QQ@k>QoL)xWy5lTc z`+^gm8Eo$-y=Hr*KhfvjMIJr0LfcESTE`KIW+d_CseVpPS{y#&g5&&ecro}FZsE^)mVy?wo+)WcfA^F?qA#~I78a_Zrt~s?JJI+$oR<&z1=9hsQin)_(iIJ z0s1MGTjx2(w1AnO;!oj%0f%I9pUH<&Yw2b0^PtsBxM3?4p;+~D5UKlFocX9Mzm`;T z>EvkxI#i+7j8+cl=z8G8CcIRxB0Mf698}=8EMM<39p{*t$MIBduN7~mGtCo=rL~Z> z8Yk;WDn_}_6uq2r>>F_yA44teEnMR00!nXC`Te;KO^dzXAnK>+T+DIdBhOQz)vVc+ zwAPBcTzKB&x$)i;AzG}ECGc_bJncN4>1+Imgu~uF( z8n3aJi{i9^2T1Q;hyXsSd27rC4>2a9`TU8OO~wjQn2L~vJ?K!BPTRdL4dNt-)M>cK zIetacUN+&mI$`R+Zcb|pbU%`}QTn60#|s1?!v~^D3Zu7FKyuI&0TV~_@rSOX?OIxP zoCE@!39-s*YlCWSOLen7G>4B<>6sM%Qdp>HGrfDofuvU`8;-xv%C{aCkKMQwc?f7r9HP& zq@cycpDrdh2i43k*phk_pX_e`ki)9-(F6HI@|uqF36oKdzR|WT=+xICglV*+rh~qw z*YR*PwVl|IIi@PNpN-;836J!8;m`(r3*0^xd`*L=Sb1bRBw$DQ5d0(f->$&F3H0!8%HPVlGK^v(1!x7oZTWX!%^ug z(G$hv`=dsxg4t1ZNf`b+>)K%WyFR_*JG07Vl_zw6;XBs`P7+}3YE0`Q+ao8Xw~yCF zFJpW&fe*CB)JALrqtr9gCHtYz>KdFpJntoRVg-|B==YmxO*fy*E@S+bE_RWr7g6h7 zn@-?!Mnb>d?=kh1h$+OXCU+ECH?_*Yc?x~3Mxk|I#>OfI)jhTk4`o}yus5FWV`STZ z`_9K_Ib3pr4WiB0D$;()T>P~+m;CDBgVvadhMAT=i`Oq2%8fnQ7Zh1I2}e!kYicYx z9>=>OH!*_kRkGH`>I|(0g;+P;WvQpDouQYmQ5FZ!J1_SypU87pQ+nNrQpPn~)Wks@ zoAapuv?t8}7kdJ3;zbhyaHPH$W#2y)!wn*Qc_F^9IgEPgI~O>IY>ZrID!6wqA=_}@ z94=!$<9mPyJIvulXN(xGqFu9*7+R0{V7F=S1W5PvZzom1Ri2#3hHf2+46oO>4>kje z=f=t?koD`3jrRz zCn^ACZ*@bvsmqc~DOnu>eZkq{xK*zGBd{zP5p_o#*>L`y$OGz7jjn zRwwPz@%X(WT5zr=L{=bo#F4I@e3mq-H8SrpHqofg{_Do52})&0)@$r01BAxhVL-QM zB;oLO?siw13H?KP^C)#W0f!|(tyVVYOGBr)=PK6JM1XcWolr?MPEf*I!Jf1V_=(E! ziZ`6CXs=Fg$Kpy6`)FdeWx0R9MgN*568}Zj|3l&bL)lBWJ$N>nD?%>gEFCHhr-BSf zV%}57dx1FhtWdJdOi??Pl~6}misallMno!$&{K}>0B>G0Jhl#}W!?u>K8(k(6*D1{ zrgo3o1NCyXhRr-oS}JpH+I)TTul(8p|@fu*IY+5M85e8R=Dc=0KIRnSJ7P@ zAz9|=uuWCR4Y>AYJ6isE@YHc7al=~qy_j-Yoy+LwJ*Oz^L0sNtw~-?5nVIL6l!$9I z@cs0Y1Tk1Ul^zh1d7XcFf|Z!AA#&D6NzBA8@#CbnVrhJgL%TkGZPe2j#HyyQle|#b z8XK}OP6821EPW{^&wt#(q(~+;=UmW}QaP{y{7Qgb&MP zZm+Kk*=aI6*9rF-08 z;g0LhPo98p6|CQLD;w??RbisG_ya*#5){|PD$hhD=eYWG+>yA981HgaJOdtAO0$;P z{RYuCQ6!8>EaXJ|kkYA^DlnLyadAEr-R;%(HdFLRRaI2{flF5=U3+tZj`zN*|M9mwiLL^>z528lQFIUs^O;B7C zNW`^sO>A6j1EcLA)x;EnC*(tl`}1(b{COs{F2|A4dXusK(RvW&M=^JImt+5EK}a<& z-|aw>;sH0rO2qpF!8hh?IeQ8)^+C8=M_YSwXcVaa0Y{IaANf0uO@DZlald+Xk81fm zz4|c@16nwabnts6r2H}rNe%L_3bBuR!5A$cFkNuo?vFeIx*CeF(+M~YpKSIU?lPZL z9@4p7(Kguwg5JsmVf9Y+sIOWVO14iqrTvac?DW6M$M%vn}YBxQmf6wCp3oD~yYhV7N;LOs86DFqP zztlusl?G>LU}11z=>u`fXSC8?_qsXl_6_ zAlhga*F(MXzvDU+ULDJTe>>^0^A9%!2q16vM;H}bB3)d zF=i$-+5zyp6OYgArAQg~TsHHgYUX5H`u&gkxF#YE@ek$CWo%@wcKp6&=m%up7s`!? zRtB%9mz)i+M?k9CV&^|!)-L_Oc2{{S2NtV81vm;@9OKP9N}X}M`p?L$mV9HdLVg-P0*yR_+8l!2RqztkIcCeKXN4ZDW5se+8&4ChZ`B%_7&U}n{6!^aK(dZxez7{fQ67nivXG959DeJMIyiO294!OSFP~g)SBYda zqpnwR@W@7NDizvcePvBDe`L>3XSB?Uu`Zx@Pv5fej|JWX6F`c_{MV#w8zZQJtW`X~ zW4T!Xyy*3?87^Xl&D*413m^J4UL4z*nQYLN2!+{`>>Ad2J>ZPp;U5Lqg~Yn+f_?uN%mJj`=s8b)?6H#)L3%7XdC(jlY~>V0?|=ZJi4579YhVS67M!&Oh%P{dSC ztbZfepD|C4v%ToqNZ@YH#zVjd4o-e@z_=I`Z&b$={d?2LjU!Cqm-jX8df+U9H_j`w z7U6OF7=wbk-opKj{NC*=zQVOT$AhGzFaBz~Ow?@utoqUqBlo>936nf89m!k)Re@wC zvpI-wFaKJ5vjELy7fVDgk?9R7vlBr;_{Af{py0jPlcMq zeK8*{4c?!)pJpSmAHoNWr3R5@0Wh}b;E~v29|GjsW5_x_Be6U31$az!B?ofyYBvxu zCh3xX-sSQ15#ysl)X`TLscvJ=CZVVd#oaQHnPt&@iGH0QWk;fNZPS?RGThb~n-05tRxLbGL{8-LPo?jIY>zVHEo3)c)+vpR6pKU+p{7k3^Y|fV z(|hgNB4XWd*Zf;oPNCJZyfRFF-3sqiR=(RD zTT>xMNejR)uQ1?p6a27i=0?(XQ7K8rd^}Iuj=C3^;HV%j_2)TaKiP=+yn)`8vf{@@ z*}G?J6k%=B^OZ^WZZF);ayKA;m_CJv+AE#Hwa)9|3FzeRah`^EsX>_hv43L3qw`*? z@Wn0ApnqM1_g;%HKjwj!Wj(~;1OxU0J-PU?+jGxtq;paG>VAYP{4_ifBGI{FmEBgq zBM&r5>8O zPbSan(C7@A)L_1IPIslD<6t03FHh@XX1yGt%j}OU0yqJ9h@3t1Ij&=H?6M!GHyVq` zW7_-i-v=wNF4j{oI>m2-3Dee2Fe>GVHf=6G-L_+7mg!qY#@>6cTS~+fphX6*AFpc= zrzIU>oc!J!#rW4~x!RkBVW!FJC0_Np2we>9YGD10F3S z`N7Zkmirsi*$lgzgT&o2F?eHUDE*eYm>Ml!CPtJ5odOSqp&!}5h0SXJGN*B7x~aHym$Bn;bivuL(e+O9*ozF=`_OjSm*&eAP=5R4fCQyu#Z(N&`Mt5Sc*T2FeaVF3Iq+0**r)~JgX%L!xgJ14F!ngn zJo!yRL)<*WYSoJ$+ofSn&6y{}s$Nm>{!#U#njmlai}W{ zlaX7ypBKJOn+T6cwMDx$bW0Ux%iyk6y=|h1{)J0U6N5Ei+`t;fpx!3N9eeHxrP5Wb zAPev?>s9h)qkb&b_?mBiJPNN4jg- znPz`=KJgZ=o1~)J*1K?(D6^yG)Co}y=2hMW^cISX{(@^U1)G4Z zmTf_dLGgu>CcRljY1JYI+#$P)7jmqLyhOCr>4Zf&H-%(kiT23|d<9maV$Gr53%#~X zY9eFe@BEjW;r;um#IM0R5=azOMw)p=0{s%RaEoMmXZLP_S@u#vSm?%YCmE2L$9KQ4 z>^4nBafC0!Zx>fUj*-$#0?5-~QAs|Y)~jYz27z{((#fORT7!aYis7t^{DxVXL7rLu zp55=i`jGGT*F)I9nj7B8j#fSHu$E`>B9<9k^d4#y8{Hh~juCdGEabBR_)T_g<&sm= z>99clO1?jS?S}GQo>8^C{n`zm5>QH`Jsd5Ty%M#0p&LgotOSnQdy*YG_kO-nU?*1F zW=u-@oK)&WBwG|*IFf<68}iD-t!kaz{)u6YzIxPfz_9;l9Vz+DO@1{;)sH-e|D<)m zPGle$@w4wl7wU-E`H)f6dE!OgZK(GWf?0~k_PSIUW4oE(Ac|Fx$2=3Jz~-1#7#{g{ zctP^}kN&^NKkQuK$FT-er>r2!VubvmHGNm(X>{3d7{MbD%w+q=T^FISYo9x29eKgB z0kaSy8>%^n8gu_2T*vG`8 zxm#2Ei8BL6=R4zaeJ-8PF*l`eZCD5c9*!$5Q-iOn9_$}XZYE~3G!;ii$F-SsA0D}xM;y6%z#O^3lN}?u@x!KjoM? zRO>63;cQwr$x90kL4})-j)30e5e<;_bd+1fSJxnjKlLf9P`&`O>X>dxX>fG zp)8|i*h@(8`r()iHC6TVlER1vx z!*(^7d^~6FfwYG%TRkBS42tSUa?K8x&ioe_CxpyYBu;aUrc7|$xaxJ|`#!K9k|%mL zEZlD*15XWsbNhcf&!3Kk2nSJ)n71QOs>knF15mirj|vxQ&N{11Xgn$#x49i`Cz`R& zl2#E?op;kxTLuHmVKX5b;@W|A@nx&m-@Dd=tti_sLJYY#3%J+L5o;DN(;aH~*)9p) zrclfef*Y?Xw1MRIAtmkfwCSq|6XdVXXPn(Mn-?8FKFPOLO0}z$UPfE1;I=7WNNITO zs2`3Jo`m5`IWKtQu(&JnpJUKXTw)bQJUZ81eyV+dvo(4Hpy3wbi)UbA#W1kn9Ho1K zyz6g$UkVs(f6gW$I2zrvj?yhu|J8xVyW%ySr@M*|_`09lo6N-a7TwJ-7cn z&#ao7sjiw{-My+w!r?ys+aS-^VO8cpYoEY1!os~lG$QMmj0E3X#n1+!5q8w1v~#tz zkMwEiY`uxLJ_(~M_V{U|sl-&~g^-Ct>e>yqlNHAqT_V{PAkJZIi!Wa#~h2T=oC zM&kon+aaNZ5n}vVo0WI&MWont&X5^MCA#Qcg;IH=s9hsEsFuFQkQEFy<|AiH+?Xk9 zh9gCObmgH4e8*3eF;>RA?Jg>a$L$Xn-A(3FPF990JV8Q9AJ7o5HL*Xk7ETQV%B;nH zN0H>p*SALpuFocXx6v9yXH>0AJ!bD$YeCvgQ9+nX9neR}cg9LUv%sp$k(f$q&$*C! z|HVDMf<+a&Ge{hI3tu#go;sE~1kQ`d=%I)!#d1nT2Fl1H$pVAM4Xh1~jcLD3_eD4K z5bQ((BPL{kG7J;Ih}Iy>NDwL+p8@WxL`M+%#>DIZmYt!owV|Z}E$a}Rovp38xpinW zJ3D9nH!*rn7B&Do#|{p@=2k1>*Do`Pyog!6;jy$Epn*8v^q|_H5xyiUH$+=PBO^>v zHa=HBto>HV}tqyw(ExtXbt|GDq^@#@HYCYXrAh-F1DVatKdrP)-Y644aP= zEU-urB3Dl&tA%g907FsIAap_%pPxB*3TmTUJAu%e@;jL-MTl?vo(gw zc(R+!`K|198gQ!q%_%x`0d4?$eu|!{O)hRl_1=?>UlgU;Tz@uc;>Do7M@z2eqsEV3 z``p8DU|Hv`ymzPv?|o=@F#z~r3sAT*)H+|J+&=tM7bgsE^*%`3Xk=}-8g=b#rqA-{ zpTk~PJB^0O%_6EaJYz`XVEEb@i@iZ(P>^@M+7GKH`K3{8pTJ!rAut#yfj^;1EgUga zgq8^3+f0jWvsAQKfS2y zFYFeCUzIMI)Krf{aH-a_Wa^%g;xfYf`Ny%*nQcD%ZM2?{w(_*QOjml7I(t8Cw~xb+ z6_HSKM(A`R7^C1_c@I6%#5g;@MR|NIZCP&3j^*-h`kgv5rL_@HLvxyz?0?*F5$uV1 zGiTm_d0MOvR&Cy!@xk^JGWSPf^=oJOyaeo*c5abR$yzYY+bKH$elz%NT?>&T@-ObM zLI&AiXUzg{@yNZYB(iB|&Hmh`l6&JwWEa-R_o7AL!3TbcG>s5v6VJ!XpNW_;A2MhE z2Zo9?^%rLo&QHymk(oB9GH1tRPlLw?{sW8Ur{>Mb%$OIMvn#Ww(c%NKB2B}@+5Qbr zOq-jUv$L_M;o$?3B2E8@vx(-X=Fa>BJF=&7;{ypJO{2uwe&na-&rHmiADFZM14Bfb z`ia*I;J-JGo&&y zGPF{%>|&0h*un@jqI7Pp6*QiC#gro&owR3l&p0ueZM>weVjL~^^4F+xpi`XA);3Uk zywnuH^VDtR!uR42>4pypNqv`L)WkvdbxX5%xli~;C1M(znw208p_zf1mF9wFI7(25 z$IUKsOR@%=BnxT9U64zB@r7-JsJWGbVs%VwoKFs)IC1T zO1K*+_H`jCz4m#}C{^d+uNpU|QcltPdrljW5%1GoM7-G6s4vbJwdTXj*M9xME7AAS z*mGPUxFdf8X=8hWld4t)oyBNR=7z*LoXLgv3-%{b`Eh=aDZ@(=d!&Y_T9Qn1@l*Pj ziJjgvNqIn)$?2KX9Mxf}c)M$PsYXGSRhsf&@>(L7+#j}-e(XY&>3I`0zYb6-7?tyI zw8_EFpWyIm#$?XBAnVbl%w({9sOdmfB=l&@IBcsZsJaDUj=yi|GQ0$M)}EnW4Au#@ z;Eun4V_7SbxQES+ruU_PsjqE#?kk@j+IhxUo@4JiU@J48ZMZCVnF-|Al-b?pshkCy z=33j%@9~alzcmv+?SE$Q#^2m-gYMq1Ns#n{ePOar46tqOQ^L6+LR+{=zF%^Qx7-Y^ zQd$tK*DdqdM)z_iIt(vW?oG0k&xd01OyJvDV>C)n(b?cfQ?|0j+MK*|HY_viAFmY8 zU@ZD|#nKg~2Cm5nE-nfD1M=$HG<>?j6ri%W_U4Qu305eCO73p(V@yRG;dDhfV}P^7 z9X5Ce`t!(G7_N{cy$NgF2b=h!CA}FKzJFf3S|RD(j1*+szB+K~+Gn=+@*T1m%ZsGq z&(k^MQBa-8LV2pJn*wsOmOea^Z@v@pyk(s}E(HJ}=k2bDI_!5YQxTXS?1K^(-Feb4 zLoV#qOu!27$x&oFNpu1row7f3@=~ssq+Q~on1jGR>4h(PR2N0WUb5_eLfgf)LF&v; zX;GEfoN7_ksY&fE7xs(hNz2jIt)>YrwqOrHG$7c!dVI-HgZ&Jmg*bfO%7EnCqZVEN zOX$8vze`-$lX^R{vJ%5ff1M!Q_U<=sA5Md%fC&V{I9PoB!MQr z8uze&f2a;fYKZCu3BoBJSKz7sWv284b%K8%z~2+b-%0BI_|y|jr30GrQ|jzS#Za$#zrYL8=Hu6yAnV;+$F7?lWFYN7@I}VDk^5qu zg-3W;{iU0tGr}tAB6HqKeis$!23=Elo!GSpV5Q_0(~!CD;3ca zi&ctWevaen$85b~&mx-<74Av=&OxMX!r{Q5-M0acF(!3tm;6cT@eBM>RT|uQGwYg9Cjq@5u7u zxno{H+xD@7(O!%5yem(6mdG8HMydYM#=6p936~Pxb(@&0{YyP|P@4wiZLdk9cD*Yr zIiz=L++fOAdTvO_VeonO{YmnDJwiNPl=Js8k2LavvbB=2W_6FQ6n@&~g4JCmPL_7% zZR^(4J}8z(GNpm}v(KBz)63h`rm&lYU39xtVWp37!|EHm^ztIRrkpI@g5|p}Vv#)$ z-lV>*@EpS6N6u6~uWX%zCDE2)Js{flGp&Y??Fx#P(L2yE`#?bBp8D*6NajDRgIT|B zJ$xq5#b&_z6SJ3_Xt7-mz}am<;tCbserR+GvZGFi1=q|hcAHI*E-#1HI5>14hBnt6 zHZ@M()En$N)Zmi&*v#r2Q!&R}Bo@!g&IJM$FgfEfXcj8ScT6|^I-9gWgpLvu>EI}d zk+)Bw?%Ife>`bPEby0hF;m>|{v5q+@gPdE(7YqFY%aHQwzi^55p7HNzMBH96MVE_V zx323DTU_dpZtMUoX#Z!#y*EFkRGgBx`OHDrb}DtKGe|(x_Di!xo!@=_F;wMN?b=!^ z7Jd8@`Jy&I?NZ-AHU9AG_hqTxcKFkxOe%k@+n5aucdeK_9WBy0D>tg#C08Be&%5l! zmtPkg2XNf>rhRFziQeu0jy$2Tof(PR)y`9hdx%RtPto!j!Sy7g)~}#|yC}#w;n(}$ zd?H|+82hRvN`SXoy)KPbldHil7ks>oolGmJMyxN~AYPvE2$y-AvUC12?6b>O-QYdT z60xMzac?jC^M-iqnAQ#w_O6J~V$T){QR1yI4kKtkz?bku{AjIR z5kPth_kJAg>K4=JCDOA!hfFG6-k)Gu>_~d!wsSH(?E4$Z`AOELx-9_fm9vr5lp-X$ z8$->_8mp$-{K%_fHwIvJZ_vCOA~%}iTbhY-8mDye?c3nr_w>K$tI6yhcgOkAN;MNA zq^g3;o~#dgK;ZIMasoOO(-6$vWNJ-?SoIX|_1@z89>A0B<#>gl!7StnRseWyIUm20 zSCyZ^`E9DnI&Bj5S%j4akA%3Q+rjD7`}WCp@zx;6sebCApp;(p>JLINw0sA3r4sm)DY&m2V7ll+d-mi$xK-^3iF-8SVz2X9H%xDb`PY;bg zSU^deJ?D~DFRVf(TWprgJkEl&-BH$+T+XxM$2EUdTaLKS)wMP$%vA{!oXyv;V9ncfYtYzAM$t7pBt+J5>)I?n*$K9QOwQs-y5rbb`F~| z7q$E+yZ$@lq@?)v+)uopY^4gHzj!WgfA$u#X}mv&KV=G7HKsnw!mTy2u@*18z@Kqx zUlR9`APm-sUv!tb45O@Tw>Jp&v=kf1u#{3VvJ$#`0w%rP95iiAmv;`y!hKq>X52Nh z4G><)+`f4}aJB6m9y?+xh7j7XO#6je?pQ~V%X{SXo4TYxvzn(e2-YrKCF@I)kNF0z zDUJ%19x+ zX?8+)8tg0hnkTKzeI~a@?(PwCFGiYU+n*$O*BDnD1LVilj=RDJZ~e3Dmu(c7T9JT&g%`{KOc!|S*RfX94^3~hk$D&Nr zeWXN<;L?6Ghew-)g5lah{>dHj=js>UqxF->%KPiV=X1x0Tj=BFv!wWjp)qT51+>Ag zc!Cip6}7Y&Ysk8(1e>~LquGijTN8n!90Iy+S@OTch{;aTf!%~!y&lhCper>p=H`zu zl6?5?8~(JmMunP{bJ^j--trIPp6j;3Y$?}W~u{k8z; zpcZ7-g|X!SS)H(c3S~)sTUJe!fK4L#Z*Z}~UY|HSss zp2-;BW3PD6EIg_+uGPNlu7nzGJryQaJh4z~U(Nw<2GJ8R~S+gE`mSvs^q^-9s6;HWB1v&OJcI4p2ydawv)|zrs1^kuIGVY`*uTIMSc<5s1wD0vy)Vtxv;=QcVwRQ z;nDKOX_;|;voBv@Myp=8JaTARL||#RmkSQl#zO}l^uxay4(~siV!Yi8a>+! zFdr~(EiERuhbJv9IlLXP{Y0TqS+VrALYj4B&$n#UD`{V*|AVACdaidS8gPkdIplvt z7-^RMt4}E5dOYuQY`<^{hi3+p0parf)YGr?4YuAga&1>U_fA+#=AUG5vlwe-cfo}{ z#q38g2b;8k-f2(zE7>)FBji7I$G^HAnF*JA{(3>abKzELH;UzT?~rrp(^36u+XTc z7I>j|;}6H;q4}WLN!MK~7vDCO#6Ml$-iG5b3{n$|GU(A(h^=@SMJx7ybdh@A*L3+) z(kfaVL1KwQ2MoZmTNQ-iu*f_=X+zDiM56cl(u#1m)hS7?rt;ge@V7kY(6gWAK|qaS zubv{JXUPLgDwO5(`VxUwGLj`k{5ZnJiGNzfg7;0nx3KK)WWPGb%Wo~KJLpDlAOF?! zK`Qz@*MQZD8$05QCCJ7|gIi^SmxcgJ(IuzUh`*8vEN5NH&i~Pj-Kpy#-89i%mVNrV zhGOljn29Vx*4)+UP4y+P$P4vncVE3&Khw$4L08ATX+LhYCdTugz)siNCZa$^Rq{$m zK|BV$%lYG)`-Hr4&UWTO_qx?7OmBRF`eO#@B&%dGkMzdCmW4wG$kv9EDU z_i;H^D`J*6OKN3!cGb3{aB;VgJ>5$E7*I}ZT^&C7A>}qyaT7e1S{Pz>=TcF$nHS*5 z?|P;{@>ja*0L2~8<)11}vAytG-a%bughce*xre}K;79%_zw|>)&nr0NB$z^FY6k<{Q>_3k0l8{brBXm8Xjrq%{UnuPKAsEve*Pp(X zy_qv;PKeIRWcbr5J*l^Ff88yKosh@dY0R19sqpg?@$Rn!C+m83vunY>^^>zbdHDZD zQGa_5r@IYr_GARh%m-IwpPF#1;ga2t3fRVY50sB9bN%rsm;)X~XqzR9hh2DBj``g5 zV2`-3E9aTJR-3+x<0nY#c$0(>me@(eKy6vu&grt36I{99X@Ah~6fSLZ4%|nV4&xsh zH?B1;=MXG~Ws?ljsvk5~WbslYE7FlInP4_YjFCTau!z#rI5%IZsNNFp%S$GLT8tWP{!4gGVQu9l=#N9Sf8Am zGxp8Rpk@?kFb4u#&NLBCf|;5SjT(?E6Ab5VRLPqpV=J4j(acl@6H zU$tz*JI@59J7BxyZC9@8X}K1D%J^22Vl82SF07T_&_ixpkeC28dFyA zTBR&(6QkJpcHvr*j;SO)1{<*IOkhrO40?t{kH)KE@UO?;xXK7)i z?lSHQ(`bD8+c@4*q1_(8x74p)ugz9bwX-RQ=;zB0__xzU_hOIgy59S_@I!NpG@_^+MXyz-{C@>*#RWIcFqx z7{k>w`4siyME%2*o67crUilJY63Cbg_+k6GOZ4#JG|o3q^Ns3Ei2^q|#=dneCtEx# z5~B(Zk!0>kCNl6dV2oR@4%SZ{G|?4O@~vy?=3>^OiGNDB>``2HeVwy?P~QveUZtt{cTV zgnqZV?{ASVRZqhH>XXrIJTKe2!TLhmRi5Nhjl%fCB3XMOP5!vLyE}c=KCV^078;Rx zEw*LVw=;6io?&bsRleABoICZdvcQ1Go@Q z`3JpwF7!)}pyn_;Wsx&junBj6}#%G1{Qe6(N{O`H$5 z8gCikRb74MS5gW?OAgi@d{-eMa`W%=%NjY6&=!m?9tr*seV?ZZV|~@<2%2`^>IJ>f zZ;)GhnAtFJRFayn0PeefB#Tzc6g?Kl!0A+V(mX#uLFArZH73EU?V`6s2i9oHnFL4TWtZe6G;y|5m&8d>W+*99H5OsC-x5N2QMy)jup`^`lyUg0{r;o<{aZ`?#`5v|W2nA+fT{UR zaN?`~ILvmn>4W^|QHz^jprYYMbMZH-Dhx;zV8#d==f`$qL~xAvP^ly zVmQr594HPQ`(Tk6^6nq!G3Tj^?JL^c+Y>PM{f4_uFeaQa<(u4wh0imKFS;+%ONB{W z_v57axu;sGo%M?6I?W31F?M|78+4BBEmo}-%PFVNK&@%+#m5=cu)v^Tki4}{5vjq< zA_ron+Od>IMUpo)ojp$rr(Jv0WhpS^A#}qrKWQTY{Q3MI{q&L?O**Ob+|gDVkEZjh zZyVJa@eX->09&7W)DN$`V;3Os4a05Bq3`bX7OVEGNA9|Zn@!mLSiCt48#-i)SWpom zi=B|q7i6w;d5zFP2!0!xz7a&%Ll2(l)MiKS(52yIb<|*Ta~uk~emyZ(aM-4B=2ySO4Wys4;$cJ9U9t7)Up{3wfjVd-V@+4w;9$X+2vK2bJH{@V)Y# z^Syh+SN6YygV)rz&$A`4ce_lUVVMa2O;C?7vBioY*LNm0)H8tXVLoX6*0No$Z~0qK$cbRZIuE^-AMZ zF(48+{!`FDwolmnGp=E}4=iPySy0Ht)tN`*|9%i&J5?kvGTc<=H3?RF5+=qt7V`*B++0N(p-4X!-ksz z^AARquwBiPii{jHpps2XefBi7-x_8hLV4?fy+i;G+EreOH= z@c!9qB&-X@?H)f@srqrCK=_-NE#?E-Z4sB?l|ZWGv^L+i$FL+PTpMw@inO`%s&#kT z)cOnZN5qrsbGOgXy&m>|_0h}L_tY*_i|8_&eiGEPubL`JkeUj4TpPg>n76KXhDswU z80lj!?XmccJOHo0Fh68m5(kQIa3meO6*&S6h$nT4B4pOH&Cot?oD}q zU67cTp)-)Qj@FPoa9d2=$=F>{Vt!BsLo2k&UX~kvu^x3WQDRqNAZaOTjEu#LM#eX` zts%%t`8fj2%EgplrvZ|s=E?rHg>|BY5P34HAJb}78d0<$MY5hKL+LS%#{fv&lc1{K zQha?wh{Lp1r0RF2$ZUz|!&rwWARvJDg(_eGeGX!CBE?)8hz(B#X>P5nH3vWVJ`RC=TXu;Sq%eMPJP?Xd-mJoUunl)!8 zfHe!p_AIo^23XrmdtQFq;;D0cP!)6Y>G1ipWBX^2Eon2sz&T9+ICYaO zmT?F(^X`NB;qyR~BmPD+i@$>}N628FWKP@jS?(JV>fM$f7(*(>%z7JV=~8 z$RsjEQVelLim*HhG_lw(VPs#i#K>sEpcM9&nESi_p2|B?^D)|X+34u4)NDabfQm2~ zFuLUyIkb%|167ztR`|yaQnYlx2?OuDKx z?B7?-_46us?b$6q?A^z10)xYC?fFfvz)q;-`Xn5ER~K6lg^a_#Iwgg7M{y|a3<~;q z40DK!xTx){Brf^-uPD^Z{I)fo;rjj1b7CcZ;_y3!t?-^(yWQ9PAM+l8BzPr+wsiU{ zJi2#n$p}f9o8=gexc)udwcqdK$k1AB>MXbd;1@5i)!CMXA=h?HsiANJfAbfh#QI6g z_WJDt>XCkR^vs0w7T@C;K}}Lnjbl#{pfW}B#Bg>$lS*XDd9rri_{3zc@6Ivqs@Urc zx(h9=c-RwgT|80i7Pjs`Rj=-NWO#YcozL_Z_T07huC_;E>(4mLO%&QL_UKq;u6_xo z)E_0wo^!p&`z*J)f__M7)0-9>R(b||t$!NsrPn9TU!yK~@M+Qjm8->j>C>iU;g^Q z^yDplw>#G3<32LdT_Bpef?zcT^!X<%?%po#(Ioww&h)=p05e4I;eG0Pn;>)`WdWxt zSCPMj*gi+I-1+ApZAhl=j_f_Pp;SixIzs{V&r$~5rHxzv8k)FjZxoJmbZF^bnfbW$ zuz0wm`RVHeE$aFMj{&Cq>_OKgs9VI^_ASW6h0uuC3o>Li?;6PH4G5W8#+s#cBI4qp zwmw>AZX)$5b;Ugl#T5GG>|(QNcTD<5(`sKV3EGnM zR$swd{Gna5*rMLz!X2-`G+EFo>c598+BMF7J9Xd9P91`Q0nD)NsnTb`eRtHL52Ynn z5}#Qx`v@WHPCHu-?7v1bNO)eM_LSIg`MaC&uqq~b0bh@NyL4B*`7cO}D$m-Q1!t?^ zv8zZ7UKX7Mt=h7nUhrr-rfQcwF(AT*6%LC)mnc$`M_x2%=%0zBQbz$KYVc#E?}vZy z*Xkx7BpxvzyA=`-kkK3h>tl5Cl~Nc(Q0Box<0 z9KBM11)SljEGqSe5R;LcDz0Qj5duPMWl}6|sh$;5KwSR8s91HF@!N7v#k14Y1U!@0 zykS$!RMS~fg&&p;@v+Cu;ty$KL}IVb&tSe{5i%gcHS81d9{ErGhK@KdIJYU0xfh)oEt;kN=Xqu!GN zdxi_7LCinCw)&69yq1VdY&1i~Ws3#w1vCj=la~dK3opO^=_U;10AHg)yy^GD^uP%E zBVWQ0)Z^Umi7h)ZFQ*Ur`Bx8A&si3l>PxLseVnYbYG@L|Cq=ik&w5 z0SyOm3USP_2v9i51KRz$fKoKE3L7E97yc=w^{dg7BxaA-;^#ofIO*`=EaBAXr&3pu zG}W+9QOa*!PIp*ly?FXgbmIaK^-L*@f|Hb%TFhH59G&tO3&cWBWv$elPVnHcOJ_=- z5rG=1sH61C3P}I%r|ioIFd0{6Lh+_WJ*N`$%24tXe@*?silUnusEy*a!?uclxpA*O z%f>WmKvT$#gT4h{^u*?(g1(~pctL8e+;n?I&Hi5K#HMW%?o>xU;!D4qN5@LJSiS9VK%61XPna|Q;SKM*&5a>CqM%ECNE2f#E}H6gwv4k| zpcUHtW7^JfbuEFZ7kpM{Uy&sVnmhl4*mo@C6gvDm5Qb%6xE66jFK#076q?c4Hs$IJ z8yZgpDHEJ2JQgIIc(`As>e^)bb-%Aj+l zSTX?$_g94PzKu*|zc@Y4%pZ>mGV=h*P#0)T7ag#TVudXKj zQa$vWz=*w?l!XsZ2Ea3+9e(jWNuTJN#6ZLxv4B*A#%C>${Kzf(*nLT1)&JN%`ocY0 zura5p8)v#+vYpcFMK*qU0#ebC4fT5{kPnR#a3hrPA7GXwBrGYM|Cs`CbM$vxzPuq@ zw7}nO{|lHU@%D)0VgMN7O%9oaMY2r>j}&06TVN5U_7}|Z+Z*QzPWHsT^g5u@!VLFg zn(2?w8*isz;eT*&5T^U(&yHes&$PHVA(7DG9U8TKIvlhk(&W;+FoBHvzL&+5>hBi* zk?1CucV$hKc?LC;^!hT>B3s5AB#Yj}AK@#QM;$a`?6_M;)6q|Wa(V~b_w3kA7kM(+ ziKQh@iLf)f##WVI9-zbKu+q^i*ve@6;;S8ZYuBD2RiylyUSZ;lir~t0U=C7Ar`-)= ztcA>!HHf3pwNBNmpY>bYxsU_tBEp>n1mtvq08T8TnB`0HL+u8ZgXh zb?w-wMUXGr_)VTCqGI%a-RWjJ2ckFCvdW5#FydB=oW&w>E5~!f+4%=8OmZ!+1BP zBT#jbT%LFquRU`UKDhDl8O*y~1KPECmGfewMQ~+c4H7d{>RdM0o{yC^_E1>POa09g zEO&RHkU@jQytja++6zrkUa8)XksO=H30rt4+UHJsOU@DnPSjcgamAj2)$c->8hJVf z?HMk{49Hn3w0X0a0Y|G7iMG@@>7w_p2S9`1F4O8sW+Hj&@PtzI6%e9ZtPQmTcIDaR z`sQ@SZz<{-F5@ud$O9UXhrfLOeldS zDjwqJN3axH74@NR(*wwQ78HqD90@EnjAEId8p;+KpHz)@+ir2@O@a`q;)?C10Pzxq zYi+Cc5+gi&s(Ug9^{witeT<;N@a@6eUijR{FU~&DAczeQ+zU?7Tx37%o*!zeXQPOP zscRzWkftMZo`fF)s<^83d$s8*l&WnKcjCuBrDHpaKSzly*GWG!WkzjquZ?L**Xt=n|MR&NVnPK<$GdsLgB*B^PPt?qM`};W^KNDRGd&UhGpl&|M zNU(XgZ~K1D2&RQw_9V}=)aEVC=r*0Z$TBO_`C$&+*)FxP8e8}EOxzK2eNc$Rgr?*)p5Iy4Irm?ed4QHhRdI5(6* zxQ9do0^gN~%9bTo3X=gQRxB^<%z%E)0dD}pvAY#FQF6}|<2`S?)CtFo<CVQOJH;87vBfe@{}<^k9+f5*D4s&n!p`Vwks2B`*;sxvaf#-jn8_p zda8)ofSoS`4`#`?1BIArr+6A5#n!p?OWKEfJ6w?P!<)8SKm>^Q82Ix6OScP`4(iX7m0w6P;M?93BQFbR(x*!CGj!zE=KN&1-&vCGwJr(sS%J99g?@$|g+ExNq} zaIX0oWfD%~&M^p)W)cB@otK7afOz)BtuF{AOOeWJy@r%1qidfHrQ3yv2K?@iDzyrW z@p`~x4|wr=-4GRw$hd&O5LD$5QoHF98^ftoWm@ksaWM;SY%CX&x?qs)JK?iG*D^~U zdi5dI+0e~&e4}x@<{tPMEfyYmt~TvG-9MbC>52qnr^{|GIDqe6cB}2vi3MKi*$CWq z-kks^6<%(y9o1eOCE)wS(}B%*KnuAa7_8;SJHOV_+h4x*YcSN_z5kbNSGN4Z)!#;h z`Nx8dn-`G7?P=_EYyTuWji%{6pQE@=6+i@i1*>*`%fAUrVeOp$@_a;Re|ZE7eAx>p zbx^&7e#`trTAjWb5N$z88ro`PAJz{M(@N1?$8!#lxFz{pLKWeSD201A-x-ogoNdh2 z=l6Y8=;%M=U-u!AhzRc{ob{&S610f%ioF5Ee0kZjneB7jsskEj69pxbcC9sqg~@hp z&A)20%nV9x9Z{q;3R7d+b1gcXTTc+7>7>@ZtvSP;HU1r(V%XxNfp5#iuVnC&7vg1n z*~omMm++kX#Rws%M;j&8zG8ngIKGD16JJqHWNvp~u+GO$F)!@PLSts@z*E>xaXwT# zbVZEB4<@}>I0YWxHdyg&>d72~(6I*jZ%f+oQj;zy^g3$uK7s1HS={>Aw6wg8Id{S6 zB*MqN@_x#D#DzgoeBfU!@3b@u_}@l-qM1T$&(81al~L`FGe^I5f1VR|!HthXnB3nw zz;Cw_U>?n(ncMW*%(=`Fa#Vdo6{U~SYMOGK)OXyz=5!TBZAGUcTnro#2&9_h=-dtl z37t{vMu9$IO>V9d_>CY7`HYt_PN;u4URoN6b$f&hGX($89gpu&q`&)PORa5?d*lru zx>6c-Rq-Ihlqp0zR@yL#ta(7-rLN$yZDmVp-ydw%-(vbqSlcvi^Ki%zsprARGW+_9X;@1}C_Ca3^?hcXxNYxJz(%cjw}Aal5z#clQ9n-EH!{_j^-QGjIBj z)2CK-ovvN$?7e&MUc^yw5dRubXB+T*m~S5tmyY7G@xq7g(y(odO2-|uLM5VME_I8> zHd<$-$;wCbLS-)B66L=g#r~NuaEVAnplsktiTpU7JRi63I4Qfn<$E&#)mrFZT=-ZV zykz9uykuzcZ=R9DDF9M>D$zkUYg+hO_d;Q1glDBQAbX4puc<$QBvB zmBfnKw=sKpP-{Y=p0k29<%~glUYfTIW$F9w;unL>5J?MEvj8k(io-30^un7V9BSUR!I+OfnuiclL&5eC zd&_veb3!yz$-uP6S^LBQf53{GF%~rmSELfH-0?25?=%CEAs z+A%bMlfX=Z41adGz7>`?E_ zq;#>JcVTr=$yb84nch_dq}5RZ{ULPw$zP$C4i}a-W}lhPX=ZbCic(6Nied<7eyy&~ zqU%$Nd3r=<8zP55Xv0Or@Lg7TmZk5afPg)q;6xE1ee1dsa~_ue=Ev3x{!?mXU%F}U z=n>VI{O<$;x1Y_-+-b9X1Of)`ZmasYzYWpfLY5$+;`G{7s z23eR0362;aIAxUB?_&k%CKNS$XO^4E8!tpSW`Dd3my^ultMyS+j6-=0Kv9ORA9nfW zV*Nd3(p$2OQkm}A1B)B{824;UvJ`SF_xSVCoi5D}} zJBHd?3!pn4nyxaW?zKT}ta@Ca`r(r{h2GGsNIyg`{45i&4Bt8Jo+VFKOW z6|d08%{W8WoracawaZsPQh(-LCP1qpxZ{ilZ+sM1sA8xg21Y9qz4YkTywXJu=BTDw z9{b)(vh`zm4ieh|pok(TbqWf$gNVIVm402fM;PHNwOTrA;yJF@0=dF097uck%vaAO z3*{*)cx-H;zsjOzYeO2F8)(22jXxH;3@iDRI*p>DGH#ZmL=4>d zloCc#y}!`uw2j1Usw{)P+SQYx(XASZc~|`j_*!qdsL5_apUHtWffr>SBL*5O)H0c= z`VWkRH31W49wY|pEnG32v8}V@)MUq}&-^zWB?cNSTrr-pt+#B}WY?k3WWbuhiZcHf zj8<Hi0g69Wwwu9(c6)?40d zvU}5K@?%X9MVbE#<~E!msIx@YWQV2Cgu$Y~zQ_%)#2w3tAGb&N*qyqTB#)nTy`&%;UX% zxvS5xN@PrLWi+iSu^s!>P&6qKr2TSt^v2j3?;`eIelC`+$xz zkZUegwoa>x`sg5Z!-&d;#i4r5;P3-)Ug(7|l87^qC#s2!L!M#iHkLSkN|Wj6Rl$Ky zdY{?7<-w9K8R7Vv{r8`xjUO9xy%yFNgGPRyaJSKgifugFYzRjg>E;_=9yBYEH7a?9 zj-Id(?(_?Cl;?B@(F%E?3dqA>)YyGGWKjTVC!Sf8Y(2Vy`wi7)_}lhz{*S?&c!0U{ z{iY%bDEs@O=*A>(h==u%s|CE=0B;776_X~W?QUI5{_V?G@DiT=LvhDMEBGV}R$(8h zW+yVLIFPmvHrwMq4D;#~<=gHGvGM>&usGbpzqJ)yCV3BQR7>ao?Zw%RV7|v@dS&O? zYrqO+u!(zeY13LEYSmSDrm(p^%wHz!+AiGJTynwsB{^?aS#PhbQPFRy@Bk!udA9YQ zulnNGN@`B5-Jt4y!DOX%Bj+Q>rI1)5rH5v)hpAVN*A?=J$Lb}SvhA!io}2C9*_@tfFgG|)gM3iwMv>sqfv;^$TSqXE zOt&*k>bpQmD~Y`|Unkk(FAIaXJq)PLfJ5n5Q?jMrenxyxz{Oxc$a; zBo2#^$}V6!FT@$38*yvEFQu|KVq!Vlhukgf-R&05CHsDR8uy(YlI4lUxEHZIb{b}& zw-~I8XP?!IprOq7(hm}Zn|i-IMdaGhK>X`dm)Lvr`4gNFUaQ{+1^-l7iWdO&I z0K4=zZeDc8E3E(jl8=!NFu~7ZzstHFxsU#p50R*?dAKXtq%U#r#kqo352^fbdfSw^ z_V2xDv;22Y{+d+rq#`;4N!VsI;r_ctUy}R*B*ynPKOuLC45&A%5{a|v6``&yLs~Pq zcZu3wf{em(dBS1SB0DaCtw(`p@v{{6PW-#bVgtoa1Fl@Cd(dm10+48d@75n@V8oXX zviF3$UXY*>+SGeIS?(LD7~hLXa>0$fS&Ay4m|V*4(|sYVOw&W3Hp>ezOs2^}$SLX` zKf?CnUBRW;x;q%WmCb;VRm@|!Bh{UX_#(9+EhnU#hcmF@js~`jvhpp|s^FCGAJFT- zxT+&GSnEX@?82a+nwisF2e1vy1wF2!rA20$FrDlCzIZytwROCR-8sqEj#&05-Mu~w z&yWgF83A+tmJEL$+lX1C(jQ2{{11tIFF}9V#C||oE(O1yatE~3f%;dg7Yf|lT8|1=elMnD$kxBtF1iy`Uk*-DK`2TZ z68oBU409$5|^w zsZeCM>fPeE$Q4gbvMu?~@;h;tJy%^Zmzv}uPNO>wTs*^El95|Tm0`DgCN0w z8~g7+bnp$T+322HH{FyX{xJyZbNd?#^+7Xz$gMXF+-gBWG4I;NVfIauIHA>w=O>ff zk`6#yYrXcY9^PET7$2&Je#&`;>3|0VE`lFqyI-^m7e!RZD5Rq^^lqw$W6M_=_d_Yi zq&)I-1PR$TTKmk{R&Rr-EI(++51#>%v%v`(jEC@T>@kVjh^+me9zGPt&4wM>r@}bGi{$gIr*L?Gy%3hjU4aZkO(r9 zx5yQ^WK9NmfkX*ZVN^X{$;Orta=-+8?9+w=Ybq1a#6ghn@ND` zm+E}7C@A37eDwvveNz(i&+Cm>;rdcrwjs?-pYJe>XOxrg1l?MFcZB1!H&F&bcNbwy z(^PFTtwtGc!1afph9>IY{_Gdi?v&zx``OIR0?d*)bIy6aWm)!d7q@EgMU%W8Z56y< zWSlR~HF>TQP^8*fG<=DG+BGk*cg{uA*!RVV>j30S?-#5FF~_9FJho0Hrh8R2gRwD9-1hu!&4Du{Z4wH-T+`;6xkILG-@ zZq5FT!EXbx_&D2{;93*g^#XcIlS73A@Vb&qj+kekWM!XdbIm)an1N*)M`UiXb3djp z_#j(S`xBNX+t1i=)|DLo!d~mU+elDE^}SKxRRA`djJ93GVAuvD9oJa%kiJQnG=fKV zhH8N$NVSi(+94@IXQ?Q4OlMRJhCcpMt3_|mUMnu)tcp(P2=+PX&?PHVLY!TSICw!e z;~uGVxdQ~GpVjL_@U1@gWJ(q)$&8iKwvH(-3uMavRVh+^?5C+$+d&45w48TbbtG0* zE8SSjcSXM24+?Vbv*VO{q|GE;w_?QxS?h--#HiS*kZd^HX!Fub?=Y$UMv-P0fyU=LRRTaq|z2k%JW>MU;8t~1tA=+ zBh?v=vVT-VIpYNhI{w($y__mOMa)01bH6LTIu4Ktf9PI!R^?e;w344BPC&%3hT@dX#!`0me zZOHVs2WmJRGa}n}`Mr@dsA#n4tK|F37X;bv--8*RJ0UtpQFvTv6@_LW3x;d`+QZ-- zzAmYGp)U%=tfE%zF|2jEHis-c<+~MUymZM!OQkH{&&o+canPwY3l>>O^5E`H!0TW5 z2{gJ7s7i%B<#fCC6E?N~xp~bF+{ovVZu5Rj__?iCa(pEAZ34&yuF17=d9N$RGH6cR z-z-qKdpIstaV1cVQ8$=Bs-pu2pG&AtK>?X2Eqx^;b$&kcooo--&3sEIZ}xG|_y05% zY7kARlZTXReqor6Zx;9boz$*(xh6SOP+qq7S`T^Ae?1$ z8h_nKT(GmW3QM=@nB#69mMI?ULT-X>b6YZY?ol9*392$MmY^g-&c8ae)s8gS-_+;w zR6+B94v3QflW});n=?Low%&fiBVZVumVY1zmVU2UR>h8y_TTU5x9#U*et3TBF;;Gr zP17MTb7l7@n~M>8Wj{;Xs4C*8xtMXOlPil%Ly=5p^=md724PjZ5ogQz@EL7dqY%!U zqR`BzSc#Vm->jjvlYj!#a=TJ5HE&O@s5f4fK*P@}Q>O%sJKqNV<`zT0q}s{-NlqV^ z2Ap5FL2r%52XnipVac0qLSReh(Z@LvlN#wu&qd*C#0AKlUc!73olth_Vpr?kwv>}MqomcO}U)3zq1JfyNWQhv+qks+?fN?)bH-} zf7t@^9_k7Tk zY){bn%1fQg^t?@O)%n+UZsa(kK5$iI>ry)o{w3r8PLul`g69uIp_rD`+o9^IOc5E7 z$GHo&cJ1r9H`C%{hx|6Z_!Wzbo2lxo)la%Jn3e{#bH~%Z4k{^$ejD$NH&J%7y>!@R zZ=S_2@Rj0m?PbTloeS#G+;@6@c3bK%uUY2cx4ARZj*YAe$9-fEw}xPuJPpQjX{KYy zW>)JqFFocKKvA$lE}{OBg)YTf0bA6NsxNej$TMNUskfvix@~FV^9BLt;YR1Fvqxeu z${6`R4QRLbO#v49d%y(x=31v!f7?0+(A@!#A@@KB>ioD{3NHE}kZgFTMfxoq*uoF4 z!Ak(h_vu9bC4nkS(Lr{@#eMj?Y1?a3EU%WTrDp-5Xi|kvSc%COj<|0eFC>!~P&LOr zw+ZwNBWUb8!SDU7aL;}s_62Zmn{d#^k*B19tfs>9@g0d{P3z_So{J)KDBh_#L<6A75pwO4HMD2`(Mfp))x>v{_}O^Do)+xatQBv5Yn>RCWPyH zLU4Q8Qg4fyQw_<<&bofup|fe`T1*Xr=rYY*;Lc`j^syZH^sZhdd2?<2Q_H4}?Bnf* zMqfu`M$%UF#O4sAVV8+gkcCS|Bz%7nEiCMDgxoG_M98BfE4fqyh-!E;b0cryb8EZfjlYpHJM|? z&S+@yT{KevGs2#IcXyOzdST!m2frXwLY=;sH7j8F00U1x@nyAEPt00S)E7#?BH=t6hX4D zq^?>3Y}*6G2Ja@D=;SDMPZQ(i875%r58B`}hF22xjYII08K7jk8Dd_4=aBC-*iS(< z5V)C~SB2*aD}EZAxHwfezl9x}8ZSR6PAjOIaeT$BS<(W_nvaF`M?Sp?S9O&hmE5 zaJWEi&g#v#M?TD1Kq%I?XOgfs^z88xnu5~l&0Kl%qsczYw*>!{`1}HXhZvWb?*#+v z|LIlOnP1KKLoa1pFdVF5tRNKdElinB!y z3KMYh5bIx-F3JdAq`fYiTrUPn0CgwWgw8>4-Zlq5G3Ke`UrW;e`J-Y6rRC>`ca z8k4(uECTg5m8TI0OPsN$Y3TLZ!Ec9EfyLi>Z#joc?>M`geH3foF!alFm8YzGTQzHD zR5Y>on0%v)fnHK~SM=jd5yZ%)=~6Qcx+msSSf_{e*;$CKd0gV@>v1V$kGl0}lj8XI zOJ?iYl!H$%-RgQU>k3Cfh!*Tpj>0a-X$0eOX}1^j21vX?%l%ja@&d)nVs?>zKK{RD zI;PwyeBGzU`s`A|-LOjo*8*Pdb5%NGy&+o!wrBSnNMvg!+dmHzGN0T^FSBhKb+5ct zJ!rOa>30|}r5)M_=$I@Iv=8-EZHkmXDh59tQ@QR++VoT-q{N-1M`$Sl(dYG{00z3& zJV1Dh@~O)CG@4rI_3OPT{taJA+v4N_I8(@X`Bq?%nz?C zaW>)%WXA5b8pEqa1GkZv-4YuOSIFWs&;pEdIXW`o_fsFilY(luWz#ZMKuy(M>I(&O zy%y!%j=Qzqa{ZIxz)M|?%3)&?z|>Lh3a^$NXumeTq2=d@9!q=Vd+&AnB_sBp?;(Bu zmZ0_GLTXFHU8B!Yu_fMx7ebMn4S_f zz+SGhk`@L-kMn?9IM#5s{O;_cLZZOyVj8%V-K`>=H>#rihsnE8UJv^WYtJ1`Hmmd0 z?rH|qvlKhwQtuUU{6IxvKA%zv{H;;yh|ghB_^fcDlzpTKL9@e_++jfs3u)$5d5R8G z0P}2nQemziglC%5`0<+oA)nI6Vky?7V6wqh^7U~OX&UyIXBUS(1S!l#Q8$1U!eqWv zL}HHTXWdn@BkXrM!)CqXVj?Sq0B#T07p2hw@Dk~228cez(SNO21loaD*YUsf)t=84 ztaWYn^XxmMr+erxITZSXSF2vX&t& zT0+DqeD$htCXBy4DM8%Gnd2?;yQu#V=k4c%&$2FTgGzl!v|?L(9n=^GQCOZZl1C-7 zByvt7@ytn*jeZ66lYe(Y|K)AXyFmSzgc)dV4ujlHR$vU+!IG>*zmd9ng)51oD6twg zw@#l=N|t_`WT^cJUbQ#+mB_N`hF+14lfOoN$6sM>Yc@M5rA4u@w|C|xu}NAkB-`Ww z1Esid!^6~xt{GnOWV%3dbK$JS>yduZy8T<~_>#8!rfK*_YE^saQ2#+*V!>1M%{n{+ z&syR_V<>`pSE`-Y8H%a`Mffb6gI21yj9kiKF0CWzdqy$XvsFR+Mp1dmu1cOdYEEjS z{lb7}c`;|+PCs!lJ`s?(DMGgw{Z{#*jkFtGdQ#E=@K=EQ7i$n9^H1-v zf6$KYBf{N3!~4*YS62o?D`f-wfl611Uw?7oTfPJ2cYz~GmFJ0aR{nAzkLcOHNk;DC z&tFsD<)6)_fb!v0U4K4LeiL-ldnnfK%iaa1

fxG+{I1dYoCEFInGY3wR<`Feg}b zr%JtdQJDag`aRD#flrB>wd+?NeOB{herN|eHgM?r@CJ-vyIJoQfj7>WwJ zrEJ$KT<|DdjHckk+wl+u5Yc|%8b-%tAvK87H$#a_`HJ#5=P+z(WeNIc zp&ZwJ;@9k+4OW{nvHcj}LmJG6;{D%}rr=jpL`B?M5tjR&HP!?^Y-DYh@sPRY(GwXB`_LZe*CRt7oh-*u!4>E) z5MSpb9mmR$=CWWbK4ppraJT}QE{c)0m3&Y;dAb;A$^FrR`gNDW2{W>aA_l_c5v-q^ zbPoB51+CeE_|x@lc1=9noOgJSG|i)y$iz zV`qWM3BFvT;l$iN1XSGYelT4A(xg4d!Fw0CB4F9nwJz=C&DEV&ev}*4bb+^&DBGWj za@+JlRj%Ro#CW3sq!J@HcX>FYFR&_$Dk>ZsH?2Hz(K>8K8l?zL1UlU&6lZ4E|2p5N z*lRslPwXg9%w1kTUyCwLtnc*p6qJuF-n)Anwni4=Sk1Fzt)_`J6;-k?jwX_0m7NV| z)=vw$~g1{ammp9SIS zAXVE(_OSccHQ%3kDnBqaCM1>SQn}UwGrjI_+2)BtroJ4?uEubuvBbX{LX~?5$0-nx zaRK>_l{3F5Llx(S@*g9I!6bR{#Uj>AOH-h=`)NDg^rOCuoky{{B%Hp*9noB)lI*bym^S@V&CMbm>AUs2P}&X38Sp=837Tf>|`#IT^B# z`?iA{LQ)FmNv`8kDr~7FstSEcGA7Y0XAUNINlS#@gX@*?7Is=l?a)jk8_iZfYkMl; z$W|DthR7BG(oLm{4RvG0koLJGOb{y@2Uo8tK;_05!8>A9!1_KQrZ!1TAV(qfx-wDV z8G(F`XsI*M_=GolsF1m@d|Wc2`8HTbCD7idu!RM$XP4DAuBeO9)KH zX@P)oDjjIn9kKX+)q)~J!SQdlDcbpGyer<_EBdm+v+pEcfz90IY}y zb0DmV2lG!@6^}okQMwZDFxIFMs>7MKeqGEAokg5s=_x=a6t3 zGw>Lb^BB|d2xAh~V-VJ36FQ<2I$~-;CNM{mDPf8Q(nJm@V!{{DpbIHc1dxH>)Cs(e zUmAVsV!?|<-gfJ`^S%{F1frDCEV$WqKcQuucS1yEiWh&)u1j0<&#eDalJ06MX=`eH zs*X5VoIPl%XKzX11S8F?i?6;mUs_9NZKYb;pU~{&GV4Ww~I;d}7L!coAtPk*e&rhbxuixDCq2M9Cne(AmaAt(w1pMVkfeM^}Hl7;7s9M6#>AQ12Ti*3nb0jzoT;v1^WF-0;af*_1aEe5_(Wo)oB8XoSMNt(CGNdr z4n|LEeWeB~_UY%*(J87J>klM?Om~;-6_M5L<>!f+UaxN?!!8ta?Av#j`Vp z1}%Hu1%|l152=|os`d94v&u=#hl*qlF<5&en=oMT8OeUS;#2AJIcUJSefxr(kB9Wh ziaNyxDR&(@qtxualu56*yf&`dtqK=f{-lG}*7*cwlJ7Ro#=`|Y`@C#vx}Zhy`xZ!3 z%0{an+@-hb!yBqSo$VD(1I0qEu8Y$s^_6~iU@8I;0A2svPCmNqMRCvEo_qD|84fis z!?fjm2d8eqD*U>5Vu-|3tb@s~ZIfhUVey+^9{})=-egX_Bftb?e&W#Bi-q7m2$=&x1ghLEx)Qz0KyFdjOq^Ji2c?5oDUN`GQN07KA+&SL!2l#rxXY zz95Kj&czG##*O#q9)rN*k6XtVl*G5%$hK)I*M?fCaJJb4$w@@m6f# zjYnAFbsv5hXa4X`Laua##+38Sjk?F{MtxQ>@6N5VV&k^?^GH)i$QshR?+ETpku5om zYvxGvh0cwGLmKDbFPu63qooN_4^z4sf9`j`LId{go$@eDJq+&e|8esK&=mMfOd4Od z0wNaqyU;KDqD$5@d@=c`w}|yw*yN2n6MZ(EmqIW7y*plC-7vjLixw)dS@9s}QN>Y{ z2(V;}^4Vw-f`EU*5%^dW(_|5-VU$GbBQC@Lh}xmhCJn;vgW(;`y=OH+&=@>XvgxuW zuyK2J-=a~CN@r3C=hOil;ibUJCk6I*qNxl<3b&HV2g;Cag=J-Ysot>_6Zu5n>Rr#h9+3o9mFw@%2rg zPLJEwaKEOi1>p4#s7NmMk|sf^^?TaNMg&{2R$jV$`U9{1&J( z$ViKf=9%3>_Auye#?2R&F+aP`AZccVkyh*n1I`n+7M%-Cw7qRSQ4kh$wl}-OmV`1Qo8&vioGrkE={z(V>5L+a> z9jceR?q9)In2f%FmpkS?V{n(|j^2;y${%ZAH(f){5H7j}@3s9-IS|*r-akWkVKnL) zUAzwOi7(gGVN=+;f7F*jamw>ho-oEXzkr7K3cf}7VsW$vsL=fwXB9_U#s9j#@7JcM z)y3JnfokVI{c0h$7V7IyFO%a{$AuFqP*1U{A-AcWP~s^NVAWh!pZ)16r-sJG5VLvul~T(_jG3Jr+yHBjRQ^I5<9|@9R9;QTqpT z$frF1ciCd@`foY)h=bBTcFk&s#Iu**2pu(trZxZHSmQ|`A*MC z9=y$G6b-^A%^ojKcso)Rh6s~FL?VNZCx<_Xy$plMQ~n~a$lSXgsWD2%T<-EdH4kSC z^Aij2M+}Z+`f(pz*=N+g>QaopM-2%qBjj~E62+0r>ZEVs*pG1oH>fd(tdl0`B&*~8 z0(d@BcV!LbeKsh2d2u+hlx!;iU91#$FLI;)_aDoW9<{SpMgR?(U~#MgB)hTJJ*qaO zB($`Nmpf`7F}oKBnS^&ciwqXgUO6vh;Fld6pcFrJ##a%=58X#rFPLtZ(w?-P?~hL7fxOr%q`)#nXxxXO z{LRazwhIlo1`kM~MF5YX`GPxh8 zQIWHf;|;Q$KO!yAj;-O6ux>YMVg`bq8L)fNhzKYNX_ot2%Hm6_GT@s>8c{yZM#1i^?>SX+qUlgqmq>7q=55L`I zVEOU_-^l}Z^RNt%%%ROda<37)&k;q@SRoeJtRv!ONESYXR?IoNb?ob+{tgXgC5z?l zA&L_;Xrw$GG8+5Pox!K(6V6lR|; zxq$;?k}8-%<|A7;Q9OAtojwnLDa3UDDoP%VMXR*((_LOR)IlJc`*ng$mTd$QvQLc& zW~+jVS+uO;s-?}D=JRH2-%!2VHqtj;xd`<-tBT8Nndwhn{J&8Ohxg;YMa(Bt!tx&Y zb($iuS=Gywnrc@Mg3E503iSaNq3HD4NfQ)v!g^HP&NP2Ge{=j6GXw4Lb^uULg8z|& zQ)pr26;3)p)NI?i?>Itj*{=&vr?Ef+6as1Y04aP2z|J6cbY3Xv7Djic^k|zvglx$6 z8*r!T=7N6R=Q~O7{->tmFTc~IicK8Dhxt(zNIsHTj*_8vGs?pc;ljBY!`te^u{nn> zC!&4~-Dr^PVIPe=mROp;HW0J=nQ^lE#YB4eBJ9e!4+vWftVy-;g$Pn%t`ppnT=~SO z5nn%l?bKD0y3FzPMbu{;9YgW-h1QQ9IpG2#q&kplV0P@d^xg~zW>Q;|=;`(u&Is72 z%VgcP=qyZ7!|hJm&$U*Mlm`FIu)}Rt!wqF-eM9jvGy3%$=d-467S}h@>rcXZ;TXWY zIWCBb;<-*5jdKS}7RpjizsZo-V~DN^vMhi`)-y#qc>Bqb-+#jb|I-vtuMW=?D}>4^ zSgd7-C;W3L*b^s4DwHika^|v85sNzh!990gQJSJ)fl2gM(jhhV#=%GKcFiX%PwUzt zK)iX=Xa9iWdV$v?v9>b^%Ro-dRG`gMBL3c!x?rn=Qr>B}O-1L?1W` zd@jNiwPrMa_7wGE-QCOxw?!EsHwzzG3X&`jbW2?qUl;$O`wb@!BNp+%;G1UcqkZ7M zJ}HrUsOS>$w87Ik^V%g+mEtLvo!y9GomWporo&6e&x*e{>j)ThKYa4>TRLrFfa!#% z^ZMryl8xVg9b3LbCo^W=8}9w0ue&*){aY8~=Zl)nmJ?Abk=X71GO+;xw>{6t3br

4KLdBjwIS8dzIvl8%VP57t z&K+h~rU^CgaWuazr~+<|rNPMKo7wv`gi** z*u7W3KJ$9f4*h)L`l`-5iT}A_PaXr-Umj|>9ej4r?#($OUyOl_BMVVxpm?UwSMh1M zy$dhB4;KQNvLoRxO%B3)D(}yfR3ywd^0?dcX#$A*TTqr){-JE0SV!aP{5T4q^h)+e zSJ0(cp8jOXSBXLwLAS}a9ldhl+T3*Key^#BI;Ef<(EE%0VjNGVbCMUQ>5aXE;*Mkg z=-Qp3JS6v#OK=H_M`Hc<>Z`^PcN!;sqI2^Kw6yfBdNS*}^W-qTf_=P3F!(K$GWQw?S7)O_Iy*!SKL_z3!JQs)cR%NnVdhBcsjw`v|enQQc!71YmHq z*TUI}jOGu!s&B@VoFdMHS>=`|Kfu@Hbx|pTy2niTbuU53<0W*f{(Z+NJJE29CNjJ` z0F7^8&$ZZ-I^og*$MZ#HHHb&7m!028{weRJ8bg0!wiaUG+V5c82>&{^PINHK!00xYB|H;Q&0pSETNdKSzvFZ%{YG5gmAKuR0}1iJ026@zjsO4v literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/Validation/optumEhr/Analysis_15/validationResult.rds b/Covid19PredictingHospitalizationInFluPatients/data/Validation/optumEhr/Analysis_15/validationResult.rds new file mode 100644 index 0000000000000000000000000000000000000000..e50baad45f21d35c2f8491311e15b692367c76f1 GIT binary patch literal 14874 zcmaKTWl$wSmUYuW zip;8t$h>(n&%JqyFdX{JKMVN91`M~-*(dw8_^^gpl8U%ENrbW4OGG0A)z6Da1}yy) zY@zf9b7bq;U-B@C4Hk+&3lYo}#naF8I~$&}QyonPnVD|iz1uh5-nN*kJ#?;)xJ_R& z-np|KWvZG{eEE;Xjwz#^9K>RY*k;BC0)&W$orK-@WA(LSi5V?Iz+vhjgoTXXzDvlV zg-@m#+dKfPC8+#Rgq{j(P9kDHnOHIfv2%9>I&fs&nGwpB^#kflBlOaK{NN6VTyU<- zJ~oqpDZZuXcQ=K6S=Nw0;adu7u1c)WK4$n6+YOH>#Tj`bZcP6&lTeEz@qGfb{PZG( zrUWUzSu0;~nVCEhW0Vy=p{CYJGx7ktAG$C#%1FWUgn5TCT~kv%O>;%BvrdTGkwis> zjfreU?YlLtwUrgkLi#yF^2akFf;d;+hm zoM??-7^s$0InoIE7qK}mYwJ32BPR;(RHbZC$S5;{(7g3jNwuv^R6oTrF*;zYd&{qX z{*TLRbU8FW4$N^r*oPr_q8K@u69)cB^Sk+YcF@SHoEme5OrmP^D|lu6PExhO10dKH zKv9e8CPhIg6rKZVPdHoJSZ4ihg~8Jeh<-JI1`)avIM7;4lc5Ml;Rxx!;|Xm>|2Aey zQS-^Bg9z(@1B(}d`3*JP^j&BQGzqbjIz_7sc@a&PRE9@^Rf5@Z^Qz}nnihGhj%*+Y zame?ms5r6(fs*}cR#tjO8^iosQ51eeg_ULR@(`}*3c)$@jgIR_{c&=X0nYgX*BR+T zEq*mA^9j4eLS+W}XVnl+sXNVhr8CDH0{OBVJ#(K@|2<<$`dz7AOG-Rm!W1@qG^lWM z#J8ZI$#fvYq^_a)Gpvffe(uay=@ciWa|Osn#U?A29m)gy6N{*b(0KMZ)@F@}sM=CG zClF^GyIa`a!J8@|Wj0v-{sba76)Cd|-5SbdJNF~h`KsT@quf;W@dOFk(e_dH!~()m zGLlsT5ufIe`*p~Tf+7;xF?Z}R94uXd_^^L8{3(73E&@R|0%soR+f$fu(YFNDB(-xJ z51`EJQwV8Sz0dS!LQsLS8DTKU3~GEt;!W)1QX^bmZ+F>LTxQpCdCcP#B%--^j14QSFPVoc;m%7+r_wLM(`mxX+94 za3aEPBrDFUF}N6*u|B!DVWCXqDw8re{p!iidbp@|Ivs6iLDnCjt?E06kjxHlV-*PU z>e>pX(}0FdPOf^#c))=z&S*$$$fw}OVU4wB8^e9lwF%r>$>@A)+75fY;|c$K4D*=U z?e>dhIGdtNg_FSWLy?!OLrbWDAhQ%05s@Q-k!S)bh&nRq&uFPNe8&jw%`2=iBcsuP z3uo;m5m!SKssH|;><4TbCqIT$s&hWwb%i>~3Z>17SzEhl8Nj9v!W2ij=9b7s{PI=G>F*I`y{rs`>k@ zIqS7kOL*N|rnP~}eg0biaD zh0!O&!wp~6mn2rn#NGZ1gXOg=Ek)Ss#*;G1k%Q~k{b7>6PQv~Qg6^HxKOqFWUB~KI z{8tbx0>WvU3$y{O5j!T7rppbmgtnxvDzA>-+Q!nGMxEGDwuf|}^ zvzQboR}4ObjryW#q59K+WdQZro2gmH0<+8X7^zvsyGtSIBcq-BIy|oDEsWhbuOxL1Bo>0{-){AqP?ej@7CtZ2yj31ip8WO@irBQ~c zid=giYn9!%6?zjeTJkeWa=xEFs8b))Bw6pd!rX6y;ef|rjGJ>L%qL*I@}ubYt}0M< z9iNBh8T%#tg*dt5>ii)BYT_Yjp7R5|JW}*;mh@kF#?ET(q!@(_rNRXD(i6IL7Md>D zvi0Ddq@4Rz%|gXW`?x zt%ZUrBUEK=5JlhTnPQJ{oq#cC-Q$NZb-1gacHX>GnurYC_<-`jH#*ETJF-wyAmCB7 zr=E}d?Z@^C;jc@=YqqYpAGS;T(o)`YvFk-wba;m^Ugidt7siYRLJ0^$^{9~U86l@S zxfgY75Bb)s+GHit9&Yig4bdNxSzb^|5=wmUc|r(bIBN%A9wA1&Yxc}j!Uow+2a=9+ zLX$}?Dq;fMA8DulG^Lf86S}39OzoSe*~!*jdEDW}g`23GnAek8T=K}*nagw2GG7Qy zD4@rd$WxZ3!&-od=ko$f2vzPHoYsBXXi*-Z+q{zqr>!bs>jshR#R8h^_r@b4trSs?_Q`nW!i_Av#vv;cdyQr=hA5Cyse z`Un0|-jVwM=U0+D-r$}Cc~jdTk#C+FbY`IA`x%&ou(GK~JIqNrm+_nI%bk zDwFR;?Pw3A={E%RD5#oM5j5kODT;;cuybFWfvsq!lCcqOS1+>U?**wP9RYc3dPYE~}?meaw=lC#JBs=>kN zfh20i?4zyst1`P!>|H+dzpmfI{EG_O-4#NOzddLO`A6@%C%X5y-ba`lPu}26xVz~} zttvaEf}%p|oOB#lb%=Asg`DYrx1YOs>7~1<@~#whl26&p@p`$LCwOgv{X$ugT}mhs zi1lvA>oJgc>4jA4iFG@X9Hvf2x73vSjumu{=rHOB$U z)Y(oy5X9y8&sjwm2~ALJ#8_F7$-*HNl|a3Qh$*d6pQcEbl+OSu#ArN2UokcillJlE z_ti^+t8%(7rsgbcVoIi_A8J&731m7zI1gydgTBq1IJsFJugRg-0H0h(QYlI)G-Mr& zbE|Yi-TS^gygO$#2|C!>BVTQYh5t`9G<&~rT(i0wcqnAwvo^ZfgE>3Ig)AO$DTX!20}dlco7CV~ze=K-S}DL3a>p)y;<=}%~WpvciRn|+f3 zi7Y}{)*DYjp|dl8z?rCbEJON{zxyU=gf02D32KEm$S3^Gwc7(!9QHrQiOmEE3LQ!7 zmP2yvkwttJXOh~LMYJsLwuo#6_0|S7IS<{FO1c{ zjJ&Gm&DMVKSMWin>(aA&nROZUam%IVmYjQzOiCwMp&f#-S=VgWS&k)2I9H^N~P=fqDyY zMNjV>76yg06;t(IoT@ri`OT!L;%b&d7P3wWPBh}F7DGaVhu-vtU$0QdWYP)vGsbJ- zRHC~-xSP4d-E3zhbE*)h)J<P!hw2>;i`wAY3dLw@+w z*`{REcgK%OYS{F!qL10Yf-%jNNs(Ow%{8}uN=P;4c)>$0PdJ9LTN_#`S9HglnvXr) zWNu{FW}An-Wa;l~qErm$*I*$CRLm~!3#bONO0>rWnsAZ{)i#-}c?3zTnvb!qyxQxu zTSjzj-})F;ozsF%kkmFiCRXb9_!;(g6BZWo;0Clf9>m<;ZRjh~*o>?y8iRXS;F8B- z&znW`JV)wJ39B%^E>%ssZKWhb!+0lsh$i0$_X{kUqJ}#WGu)tr;#5PP1=aH=uTuB9 z`$ux5|47t(A8$?AxI)nv>_!-foHNwh3l}a$7&-YGk5cifd;#q@@q;etNm3j`UF)8~U3y^6!|3Fa%#)$MM|4){p)jt#>Gq94SgU*uwaNO2V)g+sSz)wsBS?B# zJD!Vca}7t~#NpH{i7uFDK_?j_JL9XlL#nZ;p)9{f!bO`fIrjGV6YuOcL#WH{wWO(I zVGLEJ|Hb7@Z*Wc*=T7Gv49o4dVs|(AD+&_@8>xzSPH_8iee-Cdh?s!5lJ>*!0Zm^w zN5(A&M2BqWXkPNzY}cHdnLc+JV26%25QegApF?xh$X5Bysj>B)X5JKa;7` z;BFI8^4byGCTU#UvqXW^8MmfRSF>s}Ierl>3a72WbFsHaRMLeTqmO0*%kuiVL`c8~ z#j;8L3LkcX$l?|`E|P{jkF$Y|;#&I6LUa~S*~Z0Z)tX@c*4bO`h-MBeew(hrY?t#w znNe=Z;L$1NO{JuGT)SfV1a;mPw{>rj^y_^0a!%9vE{_@gro4CVIvkFS5m0<29ST7i z?=<;RVA`y~*G^yp4=0}1NTD5re=qY}pttjC4@1@yV89Q0yQVF%nv*wEg`nY7LEvN=mt$zT3w3WWG?x9@&{0Zkv50%YJbp5hT?k24c&{MjlVqoHIL z5=QC~U!lERhPQ|()y-aZgf*Jm!H;BQ6tvl*rX5A8L6(Bv7XpNph}8)N?dp*joJ1OJ zwc7Qk>D^+<8y7c4Ej&H;2>F*SPGVZ+ysbZPz4{l9`G&dm=IN}hx=1+n<|CBc9;B_Ilyv7bb@MYI7Bn$abailH76irG;orJ^mJUY)nkB2DD{dpa znr~@Qbrw{kRfnyDR5j`&s*{s?$IQH*ImHol@Whfz8y9_!*xEhSI*#y^>iqbU=tX+x zO5t~*a5(^Z^UZ4{PtfEb6auejjzRePi<0SuO#I7&pH?< zgx%}s_K+lZH|q5q-rBhWevX>?Vrl?Rx_bOXL+3o&Vjy(}7tbWL*(R@NR_zu>EN;Qr zbX#7D_s^b?-g1ryB7J_Ds{V--g^QA*UV&nZPY`EOh2L&6tR|ap-I1%yKNNk6w(@oD zNOwN%ug>R|$OiKs$`hz#8N3wB$BlVvHxj4XZFR)Cf%p^l5 zE_(woCSWK$u6&XMie>jn-ulY(ZQJkwS+EPM%8}_MS#o0=;okOg-M8j55qlgxFIg)m z($kvjz*gyHXB1VT|HkS+srSEjQ((|LzAB*A z9Y#4LMZnUHw&o*GCN)FQwd5*(-gR%4?5ic_NR2;GOkGxR?l8|#)1eW@-=|}r%^Q? zLbMBB8J`Xao4|aucuRK^ogj^o`@rS`{q9e$PM|9ZUC%pHeCRzAO^b&`w9846wZW$O z>-nxbd_R62ozBCg7UcqSLk4T3l-|v&qm9a09pvUEw#NL`wu~C8dtNTXfl+3`DVaYv5bZtO*-Y*#Qfda_tPcB&l*FC&M$FpZXH z?&h6+K}QcL53Y&2Z*<4AGXmHPKxJ3Nchh|nvI+%IxF@Rk)HMY> zdFWHz=W%8#(CB!TTYc1!EKRyxd3i}c6DZwm?VVxZVT8EU@rdIk5nq1`7N?4}QyO=8 zMTq8UUiUuPI{@d9La=7Y#^RxRPdkQ0zn#BE#+}_cu^emkx5WupcRPJaZ2m(y;Az55 zZ8jYv0%&5Iw2`qj1*iaPX3dVB05-gG4AyrF0D=!%O~++X0J5F)?AJ^y`={WCd52SQ zy0@g4$V6P2>etk|#whg=^#${hz2KAj0R${7+`Lr&ioXOW%;TkBPE+N$%>194Zy@Ek zM&G3cHP}ivvdZ49iU{T-@!W4u9lyIfYE4G*l;`M}$lDy*9LUMSQHyD3!927_(c*Mi z;LWSr!Yr@nQ!}SS(GsQ>K>pnT*~}o*rc+KA^j`!N%{*7f zt~0`T?8LxPFI}^sGX^$AtqG96P0kP=C{Ecx%8X^QA7vP}e7Xbo4{$FA(9!=LR{tv* zp|#GpeKr0;>FWVbuuuh-?QNkGOin7X#9|bpZwL2`_tro|ttd#OyyU4So>MDFv6l-b z<|53a#&zBi7|*}ej^s+ty#J}NTAX8VRrsRtaMitY8|#c#`VGG3)_V&e-d21$)E)lz z<$g@J>WT67m&x`S1+EAFCZ)-AX|Cb7fwlM97;&bwI)8#tO_N?MS7%y!4Cj(8c}KY4 zY__=dBpDst`h+d{3eLm+}B`M#`G z7sB*p%{U6@$``f_r6;k;Vj=E0j&~J7AOsKd{)jfw1fn=z#`=q77FnS({j?EiuzcqY znY0Pn5PC#m=aX$s-uck*g<}bZq#O-^rFG_HiAezqcii^IADdCIy!?S+b^1?(fS61TEu1fumT;57)`KJ z9;d$n-RMyOa;xbw^La^tR9gO?->_}@$h_QOohboY7Zc;GEqu+?BC|Sa?EYn%fM|t8 zeI5!5{?B_g@GLnyGQG%(_4r#x&`^d{^f~Lewkk-EXBR8bY%28kS-A~*3VGwL(@NpQ zWyoGTdWlC0w%P&}E(XMSaBlFH}~s=@#aj8U(wahTdky7GTAB&l=n5HoLs3oqp%n zGV4RQ$!z21-zM`5{^)~ee=P>RH}3}w z3UB`W^M1D>s!KyUWfc7`(bvECX)2KSOox~lHi$(w??Aeqe` zjwaou;3h(L(Zgt2ZWl!M)cteFB>CTS+)eOT`kJVl&B9h%?2;l2LR+({aKENU_; zJ+b{7W!gP#jT;PR8j-&u{)w`^Y?dK~z=xEP)p5vo*}YDFPZCc3^WTy4|4)x~@7sDe zO(&--6*cB=fDK_Pe!mD!%D>e(Npf2kYffaHgW43gGmZ6aC4L zBAts2;Tr7Et`*XHzswV?hcGt`>#B&^o>s_LE(MployQvXwBTon@TItel%`6F-@hiH|o=i0XdBi8hEA#kva zL{K@N>#qA`VQgn{yOE)?s&)Q>KjPBOdPVs|nMCJG_AJ`SP&Zn;#UjFJK{pjQyxsJN z29{Qo(BfXX%%a4^O^>^WivTc1l|qArxo9O>s%>Xz?Zi}fIcEXO*qQ*$EAdi{TQ*RHL%#d?!t zMfw%Bawa%Ml2t|Nmy2LclCnF>uZ@Eh4IWyYk~vi-_vH*%TRxL#akg8m(x@eG*BkCZ zf{WD?Fxoa3#MBD}=C>c-)s}^;)HDvj?&n;E3oli3W)B+hS8q8U#j%x;GnC{1oq&95x?0#l;FGJtO!W;S?K;54jkhz}NFM!gyB*q-&+*}_JU32^o zqAbW1`A+Xzl`Hd2^Q_0|az)ynJXmiy7Af)FHUo@lV?0aI76@^d7&vp_5jWtaT(s@o z_l2g(c9qdkmgM_Z>CgL3Cuym(_j!iYcZvQ6hR%EE(%)<~WL~nVEhPdu_-~2UZL*0y z`e$cW6g7R2Q8h>K^I6+p_igNh-G324?sNG%9_#w`cyAvSqrzVL_$x2INE^!f=1a?2 z>zdfwt?xV@Z?C*Mz>~KMi2)E}^nAN9|s!=$n(TjXmTcefm`r$T z$@`nz{a0pt>I3>OzY2eY0##mp82zX!7orU;^3Tl;c3qWdw&F1_Dn;$6b@x0*d-t1m z-Yl!T`Sn}Y`?6V2pQhttXGxghzN*J{5Uh`KKoNN2akgNuxrrEm3e}v7SnsMK`H+u~ zl`4ll+u71~HMUW{qnPz^R+@2Q;N1n<)!*%BVc|I%`fg-!xZh#4$F{Rv-C(iV(yOm^uXGX?W2z7BsEADQ{!LaEt&tc$ zIyyXA+6-A!@DM*SQp+48Hzu#I-L2f25=O;6I904yp8$!Uq&wP|%P$GkfdM1nFI+<- z-yYdiytH;jF8Okw@|}@P;t>>2n};ccV8U3mn$s0VVN)m-NPnmX0&K27&6+-hC80VZ$^&Ve7YU*9)$Sy zZE@}V+g*xRz;%EQ$dXM*hw)V{Oo_>4(v9(YnzPho)Qi?qXI8vSy{f(~qa_D2_(*!R z)#OcX9IrFF+<{9P^Dbn(D!(+I0HlG0eb({<&)~?V{YKxu^8+u_V8%7o0TwSER54YP zY1_{o8&h3SSDu_woW_2Iqo5+Nsj{0Ipv<&$e{`H4ioLg8A>%kmeFe+j{+MfNeaS1bP#VeadA6bRpAQE|K&QG?Gh@#0!KUacc=~fcCe|PveyLR z0A1^rxw{cx0WV={Tt*+fC1LV}36kE33!?WpQ}VXIwShwy_zDC9@6v?z=?R!UFWx}! z!*;oUgw7DZPpjBU|5wyUu59IzI~m-Dy#9*hEaxt?P@Jy}|2+a(chR#ddG-4z1Y%?q z_faXm8j*RlBVntK_HdJ;o}=&%b?yPS^d|Tz@ML=i7XCz%do?x$k;PFiARO46$+Uuu+^bQALrX-&l(e)2)|!;6j1aH;v6 zC_aLxD5-M>^*ysF?v>phtBZbo+kp)Xm08CKxD^A2o1#~8w(chGWu>m(d8b%~K$Tl8{f0ElkG zCBix^Fm?OHQZGKD@hWlB)M5f_u6z{fN%QKiS3xZ|ZL=G=rABl8vPq9&bHhcB5+1{p zDbU)<+8XigquBW&lz7?hJv#J)z7o&KE)8dqYCZl+5(kJP1zu`e= zvbT3>q?kzC2{|u@l?W?OM-oR5WxCs(vilhiZHo~R+fBNQSJqT+Xx5YBjY|R6*=D(C zWMoMKAsv9HadPm!K(y9Vb=0Tdf9BSOCO{Hb18pl$G6`rh$}nNm$j1Q-qs$+a0&1<6 zl<|j>#dRkU->binN22#Y-&(T_M-LVR%9-;aDIgfv99y|VOvEA+^d71PO@pZTRDaf` z?vS8Mcqb4giA8d{q9MUB?IYMF(<>rua+6B?A;vOGQ}8*;{`42`b4RCCvS5$@9ohSu zsNV2>^ZeM#JF#uJgIsQzITj3bUHOf&{s@WAu7#km{sw%Ma;zhf}?AUei`$!E8wI4IYLLPd}u z77c4A=j2jyAmT2*Y5*dLXVge2ElAGKykZebUs4hd246l4_~n*D?zXUos>oZ)2<4vs zVi_IRe+^;ZmdoRuKGWDHP<2Q7^HUX>v+Onsc>iaeuVpW5!NI_k#Q`bz&7m5JSYgt` zjSn_)LJuXNnfjy6fsO(nW*rxY(eN@wYzgKBttA=rvZFN}_C%@Xqy_0`yPl(}C?`U} zo{k`MY!&XTIdLZI?8*0*W}dIPT(b}SoR^;^`Ixg0B5k~4#lcQqu`+}wuf&;Pvk#(e zU}B~rzp{sUPnM&e885V=x48LYz4Au7YtvIxk!$NR+{y{m?-s#@+-WqPzH2_IHC@(P zY#45|4HY>fl{!aTmqVJNi!>>tt*8hXX%56#qyKJFhFDPnGjhAL9jc|MlTBQ;2Q@w| zzfIi5x5#p>z0KW&QX{VAxOkXQB`Z`al`C6QLtFdZsZkv@VID9{$T8vun`;7vcRAv(eLvEJJDj5rWj z^{ejFNHg=DvAgw+`l^l*^rJTrLkecM`NDXk<-moI>nI(7>q8{%uwYgv26RTZjgLLs zRK2Y*EzThyxVBOYN3=}|T3lk!d#7V@yCYUT%-iExje2c?%)GMhOleBm%l?_$xi+(1 z`~j9iDn%_-j5U9gf_f+KHJp-I;!RZowhV|pju?>-2A;jXpIn4=SzIQ(*3KS-LmqCRlV?*`mnGX~!&RE$eqBGrTpU*WozA z(4t~|U|)S5*l_St{5p0~QgxRj^6-@FO_Q7LRI19hm`)OM zdJ;V8L+xyLhIdq-zpj;jseu_Pvfb{|9 z-b=%z$=?|w!^j_-cpvpAQyMmL0kE> zEaq>^o2O8{NqD~hkl$U*Hux5NIna+993wI|E~cx$>)heLoFh&r&-61iw290lxO#TA zP2TFle_5NV%xF9{S?j)Q>2}u2EF+zKJ}K ztN|t*)Ckd;4rihk?QmF-W@xTXu#bU=w9<3bI=C8luQq>urd+geoBU>WdzJfR-@<7( z7Mr!C{ZAobWC7W1lweEhtQPNr?9JatyS=z>rxZUPqPjZ|lW?rX7;aGUOhI?a-S3YU zSan{#%8*NZA2-R}Q%~)&JC>9g4zm^((S3GricU)}(Oo^A=g$7^L3F;b-Sr&mRH48p zmzSyL{9!okMwiYQ`G-PCCQxd^^cPNLdOy5@Z1Q7yes>Xvc<~Q@phk!t(d?XiP8(F@ zh(W;hX25bi#k9I(4VXsdH>sj}@WH@;2#39kX8chE3`y*3l98Bok;wakcLkA9x>lwi zjJReeRLOyi{N=Xe4}nydZF=|3&{ zx?!u4tS&DAwLV*6y^moi0_2;4M0XZ^0w%i%e&dgh5UFF1(2SjEFpO-2$VNd@#KZkX z$VMa-x5@riLBF6HZB4^t$UQ)8tC}Lr| zamQ%EwzkD~a6teBvU@JGD?^$D3A@HcZ+;~%V#3qG)b=@+lpUt+;}X=GLNBPFD(bU2 z`!y9(UG*oGkheA0)By5Mc`Zg@MhzkJOFHltC_UUCN9y`0`BG`3fv=Qr&6LN#iOJzjlo-tJ#?avqUk02w}DNf@?GwouOWYUiU*g z6UcV7Rrp)#q|d!w30gw{)Q{|6R_W`@>2Qr zL;G^K=g&meHc85rE$8HmtKc6`XO_Ns(MUPJOF_q^$0;Dh`^nA%KDqU``l_pmP9``X zquvh}YfCmPjw44&4Hq!L`t&zVH_epFYJ!84eQ08J@76Ka!QNBzw<vyTcAGjNSeN5n4Fb~kzY zf#evGN-(VWdG8Nr+)lVpf~cLrJb^B}P6lMO7j$7t3^}Lfu%eO1sWa_$8)~P(^?ehD2OgEw zz9h3xU2p5b#&`SRRHj|>A>@*nMkAqSW)6R+-3gq7f$1%H3uv~FDh>J;$O(r5ukDF_ zDZYiwg~kK_gK|zG^%RezpY+>TVD&r+#bYZZ%^Y% z4i+ecN6Tfy_EodN=It=jktNA9!J!jU2h)b$HPpFWEoPV^q#H<7SOBz3r^sO$Znn4`W!9-?kiNU2(brC z2tgQgpx+4^jm_{?1eeXM83mR7%6c_lEcNM?u4dVOW2WE}Lay+8L!vUsd{{|}i-*la z)$}6~-~^pMSTOs0<>F&p0<#mt^^QM`^lNT1f$ubCYY+}IGBh~hcWD2+*s){t{n=Ki zR`_a>Uqdtn_6(8y$NmLY?-4K%g8Qr7$JD-hVFf`LOE3^;T3`Rz;QG=V!1!*{2lLzA zkkWLa4@3v9n@{O4S^pWcFSvwr!M_Sg*dp36Ehralt6nD)v>L2>(XKh;aE)xqwzB7& z+ijX^p*xp`J}%a*Q?OAe8*Vzd#AThxBpJp{fK2rBNc5!iC+Ib4EaoAqCA+~{Ya&sE zNt+h3qWn~$xtmLIpxHDX+LcD|2G{t{JyIA1AyP1{hbf}LdYea=CkLvu(m|Xol+B! zDQBXX^1faameI214pfaP72>%md1_-rivx!7;{zAdAW+LIkb1PVp?0W4w@ z$6fsCXlcn?nXCc1Vdzd{v{wVkAOb3$3qAL*QqaiFR6n=dqLjTvlj)V+Rt7Xq5_eUe zqET5D*l$>Dg*Mt9c*X2VFB=pG%lY?unLi2$>^*xRaY4KvOJS_J*--kUPZmVN!R*TB z;fM>w`Ps2LWEL|$J6=o(Iru@RnYPFhMUI--XFCFj{8RIgxR?bs7g`yy96c$OJ`7Qu z$!TdaCJWq%p*n}}P#5&vL)45hFF6>nTVLo&+|mQHP2@biUc%1<*2_AuDuaLCHMM#{ zqp!4pQsIvLt;9YI!X|{-rI1^l^&P)!A-QRv?cE+F2pNnz=m5swJxBIUXGxN!ZW=Tq zU1g87g?M5I;aPn6$kWAhgV|;3kcwfOh+Rdpm|1aK>+hawL@0kSb3;on3I&&3oA@Z% zHFJHo2-vXY`$N(hdd4O}NRRIP^d6sSfih3HhVQY_wn>nqT7rNi1$Wx3>;P;Q23QMN z-*!Rk(7wdLS^Rn}4j&ofmXocKlg-tojFpuY{R zO@EBRO@C0=&wTXKH+s9dngdE366^wkw?~;p6+ABZ!9C`>t#=Y=*qA{PLc5|b-o{{rE z`TOO_BL_MU&KOeMD>&}IcV6eHNYZ~I(FlBJBv71+{*Ba&;oqA#tBJ1<=e@@m0wJ=< zoiJHIlq#fjc76X{rG@Zm%Wd{|iM;!TH*wyC?P?4V0{za)&1A40>{QeJ?)-b|xZ>YG zYhb(PH4m_QweEwCOCs#WV25m9GX7fb zwA^7jaVtk=xukEo{WD}C1i{O77)+4c`6^%2s}w6C7!Z)uSVY0D*b|yxBC- zI_NzvFdpYX0G;Cq; zY`&&p=Dr_Q<=u(m+CAdi1!l@4XF(o(|HvkP!|uy5maDe&_5D7rZPYHCZysYY^L8?w;6z&m{p z<|y1V3eWig1VQG%c>j4$4*Zy6Y#UJ2riRfu3osDqh@J5<)_54jZ-Z6i5fS7qYABvxhzo`fxi0rzr$VEu^{fr-6F2ziEI$Ii=l z!b~5SGBk6qqayA?E285`I~>Cw3B5cT(zW?B+VHUkTS-VM=53&Qr`xHSG&Fb`#H{>| zHLhnPShcXGbx!<+hm<)ZlE-zMLb0Kh*`non%rJI{XcSbK#lKgbm8SRbJVy-o@cBjU M`n;qy6YR_X1Kfid$^ZZW literal 0 HcmV?d00001 diff --git a/Covid19PredictingHospitalizationInFluPatients/data/settings.csv b/Covid19PredictingHospitalizationInFluPatients/data/settings.csv index 40ec688b..0690c5dc 100644 --- a/Covid19PredictingHospitalizationInFluPatients/data/settings.csv +++ b/Covid19PredictingHospitalizationInFluPatients/data/settings.csv @@ -1,9 +1,45 @@ -"outcomeId","cohortId","modelSettingsId","analysisId","devDatabase","populationSettingId","modelSettingId","covariateSettingId","modelSettingName","addExposureDaysToStart","riskWindowStart","addExposureDaysToEnd","riskWindowEnd","plpDataFolder","studyPopFile","plpResultFolder","cohortName","outcomeName" -5889,5894,1,3,"optumDod","1","1","1","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d" -5889,5894,2,7,"optumDod","1","1","2","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_7","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d" -5890,5894,1,4,"optumDod","1","1","1","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID28 v1] persons who die" -5890,5894,2,8,"optumDod","1","1","2","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_8","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID28 v1] persons who die" -5892,5894,1,1,"optumDod","1","1","1","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID25 V1] Hospitalizations with pneumonia" -5892,5894,2,5,"optumDod","1","1","2","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_5","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID25 V1] Hospitalizations with pneumonia" -5893,5894,1,2,"optumDod","1","1","1","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_2","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI" -5893,5894,2,6,"optumDod","1","1","2","Lasso Logistic Regression",0,0,0,30,"T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds","T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_6","[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d","[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI" +outcomeId,cohortId,modelSettingsId,analysisId,devDatabase,populationSettingId,modelSettingId,covariateSettingId,modelSettingName,addExposureDaysToStart,riskWindowStart,addExposureDaysToEnd,riskWindowEnd,plpDataFolder,studyPopFile,plpResultFolder,cohortName,outcomeName +5889,5894,1,3,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,1,1003,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,1,2003,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,1,3003,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,2,7,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_7,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,2,1007,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_7,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,2,2007,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_7,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,2,3007,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_7,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5890,5894,1,4,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,1,1004,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,1,2004,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,1,3004,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,2,8,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_8,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,2,1008,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_8,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,2,2008,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_8,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,2,3008,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_8,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5892,5894,1,1,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,1,1001,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,1,2001,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,1,3001,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,2,5,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_5,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,2,1005,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_5,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,2,2005,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_5,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,2,3005,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_5,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5893,5894,1,2,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_2,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,1,1002,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_2,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,1,2002,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_2,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,1,3002,optumDod,1,1,1,Lasso Logistic Regression,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_2,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,2,6,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_6,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,2,1006,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_6,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,2,2006,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_6,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5893,5894,2,3006,optumDod,1,1,2,Lasso Logistic Regression - Benchmark,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L2_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5893.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_6,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID26 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI +5889,5894,3,14,optumDod,1,3,1,Simple Model Q1 severe,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,3,1014,optumDod,1,3,1,Simple Model Q1 severe,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,3,2014,optumDod,1,3,1,Simple Model Q1 severe,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5889,5894,3,3014,optumDod,1,3,1,Simple Model Q1 severe,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5889.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_3,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID27 V1] Hospitalizations with pneumonia or ARDS or sepsis or AKI requiring intensive services or resulting in death in 30d +5890,5894,3,15,optumDod,1,3,1,Simple Model Q1 critical,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,3,1015,optumDod,1,3,1,Simple Model Q1 critical,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,3,2015,optumDod,1,3,1,Simple Model Q1 critical,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5890,5894,3,3015,optumDod,1,3,1,Simple Model Q1 critical,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5890.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_4,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID28 v1] persons who die +5892,5894,3,13,optumDod,1,3,1,Simple Model Q1 death,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,[COVID ID13 v1] GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,3,1013,optumDod,1,3,1,Simple Model Q1 death,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,2020 GP/OP/ER visits of patients presenting with Covid flu or flu-like symptoms AND no symptoms or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,3,2013,optumDod,1,3,1,Simple Model Q1 death,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,2020 GP/OP/ER visits of patients presenting with Covid or covid-like symptoms AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia +5892,5894,3,3013,optumDod,1,3,1,Simple Model Q1 death,0,0,0,30,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/PlpData_L1_T5894,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/StudyPop_L1_T5894_O5892.rds,T:/covid19Studies/covid19Results/HospitalizationInSymptomaticPatientsResults/optumDod2/Analysis_1,2020 GP/OP/ER visits of patients presenting with Covid AND no symptoms or flu or pneumonia in prior 60d,[COVID19 ID25 V1] Hospitalizations with pneumonia \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/global.R b/Covid19PredictingHospitalizationInFluPatients/global.R index b38e6714..d407ea0e 100644 --- a/Covid19PredictingHospitalizationInFluPatients/global.R +++ b/Covid19PredictingHospitalizationInFluPatients/global.R @@ -27,3 +27,6 @@ if(inputType == 'file' & !is.null(validation)){ summaryTable <- getSummary(result, inputType, validation) + + + diff --git a/Covid19PredictingHospitalizationInFluPatients/html/DataInfo.html b/Covid19PredictingHospitalizationInFluPatients/html/DataInfo.html new file mode 100644 index 00000000..2b8e163f --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/DataInfo.html @@ -0,0 +1,4 @@ +

Description

+

This button provides information about the data used in the app

+ + \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/html/Description.html b/Covid19PredictingHospitalizationInFluPatients/html/Description.html new file mode 100644 index 00000000..72e455ca --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/Description.html @@ -0,0 +1,3 @@ +

Description

+

Information about the study and links to the code used to run the study

+ \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/html/Help.html b/Covid19PredictingHospitalizationInFluPatients/html/Help.html new file mode 100644 index 00000000..68c76d85 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/Help.html @@ -0,0 +1,5 @@ +

Description

+

This button provides a link to a YouTube video with a demonstration of the shiny app

+ + + \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/html/Log.html b/Covid19PredictingHospitalizationInFluPatients/html/Log.html new file mode 100644 index 00000000..3edf488b --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/Log.html @@ -0,0 +1,4 @@ +

Description

+

This button shows the log when the model was developed or validated

+ + \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/html/Model.html b/Covid19PredictingHospitalizationInFluPatients/html/Model.html new file mode 100644 index 00000000..c8c2e73e --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/Model.html @@ -0,0 +1,10 @@ +

Description

+

The model button shows a plot and table with the characteristics of the patients with and without the outcome during the time-at-risk.

+ +

Interpretation

+
    +
  • The plots show each covariate as a dot (binary covariates on the left side plot and measurements on the right side plot). The x-axis is the fraction of patients (or mean value) with the covariate in the patients without the outcome and the y-axis is the fraction of patients (or mean value) with the covariate in the patients with the outcome. Dots above the x=y line are more common in patients with the outcome and dots below the line are more common in patients without the outcome.
  • +
  • The table shows the covariate name, the variable importance or coefficient value, the mean value in those with and without the outcome and the standardized mean difference.
  • +
+ + \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/html/Performance.html b/Covid19PredictingHospitalizationInFluPatients/html/Performance.html new file mode 100644 index 00000000..9593c04b --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/Performance.html @@ -0,0 +1,10 @@ +

Description

+

The performance of the model including the operating characteristics at different risk cutoffs, the overall discrimination and the overall calibration.

+ +

Tabs

+

The three tabs are:

+
    +
  • The 'Summary' tab shows the prediction question being explores and various operating characteristics for a range of risk cutoffs (the threshold bar is interactive and enables you to explore different values by moving the bar left or right)
  • +
  • The 'Discrimination' tab shows the AUROC, AUPRC, predicted risk distributions and F1 score
  • +
  • The 'Calibration' tab shows the generic calibration plot and the calibration per age group and gender.
  • +
diff --git a/Covid19PredictingHospitalizationInFluPatients/html/Summary.html b/Covid19PredictingHospitalizationInFluPatients/html/Summary.html new file mode 100644 index 00000000..c34aa4ff --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/Summary.html @@ -0,0 +1,25 @@ +

Description

+

A table showing summary information for each validation result. Each row corresponds to a model applied to a specific target population, outcome and time-at-risk triple for a specific database. Summary details include the validation data size (target population and outcome counts) and discriminative performance.

+ +

Options

+

Click on a row to select it - this will show as the row will be highlighted. This will populate the following parts of the app for further exploration:

+
    +
  • The complete performance of the result for the selected row can be viewed by clicking on the 'Performance' button in the left menu
  • +
  • The model corresponding to the result for the selected row can be viewed by clicking on the 'Model' button in the left menu
  • +
  • The log file corresponding to the result for the selected row can be viewed by clicking on the 'Log' button in the left menu (this is not always available)
  • +
  • The model development settings for the selected row can be viewed by clicking on the 'Model Settings' tab in the top menu (this is not always available)
  • +
  • The population settings (information about time-at-risk and exclusions) for the selected row can be viewed by clicking on the 'Population Settings' tab in the top menu (this is not always available)
  • +
  • The covariate settings (information about the model features) for the selected row can be viewed by clicking on the 'Covariate Settings' tab in the top menu (this is not always available)
  • +
+ +

Using the Filter

+

Select a specific:

+
    +
  • development database - database used to develop the model being validated
  • +
  • validation database - database used to evaluate the model being validated
  • +
  • time-at-risk - time period relative to index where the outcome is being predicted
  • +
  • target population - the patient population we are interested in predicting the outcome risk for
  • +
  • outcome - the event being predicted
  • +
  • model - the type of model (e.g., logistic regression, decision tree)
  • +
+

to filter the table rows of interest.

diff --git a/Covid19PredictingHospitalizationInFluPatients/html/boxHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/boxHelp.html new file mode 100644 index 00000000..d9ff1b38 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/boxHelp.html @@ -0,0 +1,6 @@ +

Description

+

These plots show the box plots displaying the risk distributions for those with the outcome during the time-at-risk (class 1) and those without the outcome during the time-at-risk (class 0)

+ +

Interpretation

+

If a model is able to discriminate between those with and without the outcome then it should be assigning a higher risk to those with the outcome, so the box plot for class 1 should be shifted to the right relative to the box plot for class 0. If the model is not able to discriminate then the box plots will look similar.

+ diff --git a/Covid19PredictingHospitalizationInFluPatients/html/calHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/calHelp.html new file mode 100644 index 00000000..9013fc29 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/calHelp.html @@ -0,0 +1,6 @@ +

Description

+

The calibration plots show how closely the predicted risk matched the true observed risk. The calibration plot is calculated (using labelled data) by partitioning the patients into deciles based on predicted risk and then within each decile the mean predicted risk is calculated and the fraction of patients with the outcome (the observed risk) is calculated. The calibration plot is then generated by plotting the observed risk against the mean predicted risk for each decile.

+ +

Interpretation

+

If a model is well calibrated the mean predicted risk should be approximately the same as the observed risk. Therefor all 10 dots should fall on the x=y line. If the dots fall above the x=y line then there is a higher oberved risk than predicted, so our model is assigning lower than the true risk to patients (underestimated risk). If the dots fall below the x=y line then there is a lower observed risk than predicted, so our model is assigning higher than the true risk to patients (overestimated risk).

+ diff --git a/Covid19PredictingHospitalizationInFluPatients/html/demoHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/demoHelp.html new file mode 100644 index 00000000..2b6eaac5 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/demoHelp.html @@ -0,0 +1,8 @@ +

Description

+

The demographic calibration plots show how closely the predicted risk matched the true observed risk for each age/gender strata. We partition the patients into age and gender groups, then calculate the mean predicted risk within each age/gender group and the fraction of patients within the group that actually had the outcome during the time-at-risk (observed risk). We then plot the observed and predicted risk for each age group split by gender.

+ +

Interpretation

+

If a model is well calibrated the mean predicted risk should be approximately the same as the observed risk for each age/gender. Therefore, the observed risk and predicted risk plots should overlap. If there is deviation between the predicted risk and observed risk for a certain age group, then this tells us the model is not well calibrated for that age group. This may indicate the need to fit a model specifically for that age group if there is sufficient data.

+ +

In addition, this plot shows us the age trend of risk (e.g., you can see whether the risk increases as patients age) and it shows us how males and females differ in terms of risk of the outcome during the time-at-risk.

+ diff --git a/Covid19PredictingHospitalizationInFluPatients/html/f1Help.html b/Covid19PredictingHospitalizationInFluPatients/html/f1Help.html new file mode 100644 index 00000000..e4c59cc6 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/f1Help.html @@ -0,0 +1,13 @@ +

Description

+

The F1 score plot shows the F1 score for each risk threshold. Click here for more information about the F1 score.

+ +

Interpretation

+

The F1-score combines the sensitivity and precision of the model into a single measure of accuracy.

+ +

Definitions

+
    +
  • Sensitivity - probability that somebody with the outcome will be identified as having the outcome by the model at a specified cutoff (e.g., their predicted risk >= specified cutoff) +
  • +
  • Precision (positive predictive value) - probability that somebody identified by the model as having the outcome at a specified cutoff truly has the outcome +
  • +
diff --git a/Covid19PredictingHospitalizationInFluPatients/html/prcHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/prcHelp.html new file mode 100644 index 00000000..3416a13a --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/prcHelp.html @@ -0,0 +1,19 @@ +

Description

+

The precision recall (PR) curve shows the trade-off between precision (positive predictive value) and recall (sensitivity) for all possible risk cutoffs. The area below the curve is a measure of overall discriminative performance. Click here for more information.

+ +

Interpretation

+

The red dashed line shows the fraction of the target population who have the outcome (the average risk). The main line shows the relationship between the precision and recall. If the main line is above the red dashed line, then this means the model is able to identify a group of patients who have a higher risk than the average risk, the higher the line is above the red dashed line, the higher the relative risk we can identify for some subset of patients. +

+ +

Notes

+

If the outcome is rare (so the data are imbalanced) a precision recall curve (PRC) gives an insight into the clinical utility of the model as it tells you about the precision of the model

+ +

Definitions

+
    +
  • Sensitivity (recall) - probability that somebody with the outcome will be identified as having the outcome by the model at a specified cutoff (e.g., their predicted risk >= specified cutoff) +
  • +
  • + Specificity - probability that somebody without the outcome will be identified as a non-outcome by the model at a specified cutoff (e.g., their predicted risk < specified cutoff)
  • +
  • Precision (positive predictive value) - probability that somebody identified by the model as having the outcome at a specified cutoff truly has the outcome +
  • +
diff --git a/Covid19PredictingHospitalizationInFluPatients/html/predDistHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/predDistHelp.html new file mode 100644 index 00000000..bbccd858 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/predDistHelp.html @@ -0,0 +1,6 @@ +

Description

+

These plots show the probability density function for those with the outcome (red) and those without the outcome (green)

+ +

Interpretation

+

If a prediction model is able to discriminate between those who and without the outcome during the time-at-risk then these distributions should be disjoint. The more overlap between the distributions, the worse the discrimination.

+ diff --git a/Covid19PredictingHospitalizationInFluPatients/html/prefDistHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/prefDistHelp.html new file mode 100644 index 00000000..ba0339fa --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/prefDistHelp.html @@ -0,0 +1,6 @@ +

Description

+

These plots show the preference score density function for those with the outcome (red) and those without the outcome (green)

+ +

Interpretation

+

If a prediction model is able to discriminate between those who and without the outcome during the time-at-risk then these distributions should be disjoint. The more overlap between the distributions, the worse the discrimination.

+ diff --git a/Covid19PredictingHospitalizationInFluPatients/html/rocHelp.html b/Covid19PredictingHospitalizationInFluPatients/html/rocHelp.html new file mode 100644 index 00000000..f11c74f8 --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/html/rocHelp.html @@ -0,0 +1,18 @@ +

Description

+

The receiver operating characteristic (ROC) curve shows the trade-off between sensitivity and specificity for all possible risk cutoffs. The area below the curve is a measure of overall discriminative performance. Click here for more information.

+ +

Interpretation

+

If a model is not able to discriminate then the curve will be approximately the x=y line. A perfectly discriminative model will go up vertically and then across.

+ +

Notes

+

If the outcome is rare then the ROC curve doesn't provide insight into the precision of the model and a precision recall curve (PRC) should also be inspected.

+ +

Definitions

+
    +
  • Sensitivity - probability that somebody with the outcome will be identified as having the outcome by the model at a specified cutoff (e.g., their predicted risk >= specified cutoff) +
  • +
  • + Specificity - probability that somebody without the outcome will be identified as a non-outcome by the model at a specified cutoff (e.g., their predicted risk < specified cutoff)
  • +
  • Precision (positive predictive value) - probability that somebody identified by the model as having the outcome at a specified cutoff truly has the outcome +
  • +
diff --git a/Covid19PredictingHospitalizationInFluPatients/processing.R b/Covid19PredictingHospitalizationInFluPatients/processing.R index c6622603..4b5a29a8 100644 --- a/Covid19PredictingHospitalizationInFluPatients/processing.R +++ b/Covid19PredictingHospitalizationInFluPatients/processing.R @@ -21,9 +21,18 @@ getSummary <- function(result,inputType,validation){ sumTab <- summaryPlpAnalyses(result) } - sumTab <- sumTab[,c('analysisId','devDatabase','valDatabase','cohortName','outcomeName','modelSettingName','riskWindowStart', 'riskWindowEnd', 'AUC','AUPRC', 'populationSize','outcomeCount','incidence', + #remove empty rows + emptyInd <- is.na(sumTab[,'AUC']) + if(sum(emptyInd)>0){ + sumTab <- sumTab[!emptyInd,] + } + + #sumTab <- sumTab[,c('analysisId','devDatabase','valDatabase','cohortName','outcomeName','modelSettingName','riskWindowStart', 'riskWindowEnd', 'AUC','AUPRC', 'populationSize','outcomeCount','incidence', + # 'addExposureDaysToStart','addExposureDaysToEnd','plpResultLocation', 'plpResultLoad')] + #colnames(sumTab) <- c('Analysis','Dev', 'Val', 'T', 'O','Model', 'TAR start', 'TAR end', 'AUC','AUPRC', 'T Size','O Count','O Incidence (%)', 'addExposureDaysToStart','addExposureDaysToEnd', 'plpResultLocation', 'plpResultLoad') + sumTab <- sumTab[,c('devDatabase','valDatabase','cohortName','outcomeName','modelSettingName','riskWindowStart', 'riskWindowEnd', 'AUC','AUPRC', 'populationSize','outcomeCount','incidence', 'addExposureDaysToStart','addExposureDaysToEnd','plpResultLocation', 'plpResultLoad')] - colnames(sumTab) <- c('Analysis','Dev', 'Val', 'T', 'O','Model', 'TAR start', 'TAR end', 'AUC','AUPRC', 'T Size','O Count','O Incidence (%)', 'addExposureDaysToStart','addExposureDaysToEnd', 'plpResultLocation', 'plpResultLoad') + colnames(sumTab) <- c('Dev', 'Val', 'T', 'O','Model', 'TAR start', 'TAR end', 'AUC','AUPRC', 'T Size','O Count','O Incidence (%)', 'addExposureDaysToStart','addExposureDaysToEnd', 'plpResultLocation', 'plpResultLoad') return(sumTab) } @@ -118,8 +127,8 @@ summaryPlpAnalyses <- function(analysesLocation){ valSettings <- settings[,c('analysisId','modelSettingsId', 'cohortName', 'outcomeName', 'populationSettingId','modelSettingName','addExposureDaysToStart', 'riskWindowStart', 'addExposureDaysToEnd', - 'riskWindowEnd')] - valSettings$devDatabase <- settings$devDatabase[1] + 'riskWindowEnd','devDatabase')] + #valSettings$devDatabase <- settings$devDatabase[1] valPerformance <- merge(valSettings, valPerformance, by='analysisId') valPerformance <- valPerformance[,colnames(devPerformance)] # make sure same order diff --git a/Covid19PredictingHospitalizationInFluPatients/server.R b/Covid19PredictingHospitalizationInFluPatients/server.R index 11c55141..2d91049a 100644 --- a/Covid19PredictingHospitalizationInFluPatients/server.R +++ b/Covid19PredictingHospitalizationInFluPatients/server.R @@ -31,7 +31,28 @@ server <- shiny::shinyServer(function(input, output, session) { # need to remove over columns: output$summaryTable <- DT::renderDataTable(DT::datatable(summaryTable[filterIndex(),!colnames(summaryTable)%in%c('addExposureDaysToStart','addExposureDaysToEnd', 'plpResultLocation', 'plpResultLoad')], - rownames= FALSE, selection = 'single')) + rownames= FALSE, selection = 'single', + extensions = 'Buttons', options = list( + dom = 'Bfrtip', buttons = I('colvis') + ), + + container = htmltools::withTags(table( + class = 'display', + thead( + #tags$th(title=active_columns[i], colnames(data)[i]) + tr(apply(data.frame(colnames=c('Dev', 'Val', 'T','O', 'Model', + 'TAR start', 'TAR end', 'AUC', 'AUPRC', + 'T Size', 'O Count', 'O Incidence (%)'), + labels=c('Database used to develop the model', 'Database used to evaluate model', 'Target population - the patients you want to predict risk for','Outcome - what you want to predict', + 'Model type','Time-at-risk start day', 'Time-at-risk end day', 'Area under the reciever operating characteristics (test or validation)', 'Area under the precision recall curve (test or validation)', + 'Target population size of test or validation set', 'Outcome count in test or validation set', 'Percentage of target population that have outcome during time-at-risk')), 1, + function(x) th(title=x[2], x[1]))) + ) + )) + + ) + ) + selectedRow <- shiny::reactive({ if(is.null(input$summaryTable_rows_selected[1])){ @@ -267,4 +288,69 @@ server <- shiny::shinyServer(function(input, output, session) { ) }) + + + + + # HELPER INFO + showInfoBox <- function(title, htmlFileName) { + shiny::showModal(shiny::modalDialog( + title = title, + easyClose = TRUE, + footer = NULL, + size = "l", + shiny::HTML(readChar(htmlFileName, file.info(htmlFileName)$size) ) + )) + } + + + observeEvent(input$DescriptionInfo, { + showInfoBox("Description", "html/Description.html") + }) + observeEvent(input$SummaryInfo, { + showInfoBox("Summary", "html/Summary.html") + }) + observeEvent(input$PerformanceInfo, { + showInfoBox("Performance", "html/Performance.html") + }) + observeEvent(input$ModelInfo, { + showInfoBox("Model", "html/Model.html") + }) + observeEvent(input$LogInfo, { + showInfoBox("Log", "html/Log.html") + }) + observeEvent(input$DataInfoInfo, { + showInfoBox("DataInfo", "html/DataInfo.html") + }) + observeEvent(input$HelpInfo, { + showInfoBox("HelpInfo", "html/Help.html") + }) + + + observeEvent(input$rocHelp, { + showInfoBox("ROC Help", "html/rocHelp.html") + }) + observeEvent(input$prcHelp, { + showInfoBox("PRC Help", "html/prcHelp.html") + }) + observeEvent(input$f1Help, { + showInfoBox("F1 Score Plot Help", "html/f1Help.html") + }) + observeEvent(input$boxHelp, { + showInfoBox("Box Plot Help", "html/boxHelp.html") + }) + observeEvent(input$predDistHelp, { + showInfoBox("Predicted Risk Distribution Help", "html/predDistHelp.html") + }) + observeEvent(input$prefDistHelp, { + showInfoBox("Preference Score Distribution Help", "html/prefDistHelp.html") + }) + observeEvent(input$calHelp, { + showInfoBox("Calibration Help", "html/calHelp.html") + }) + observeEvent(input$demoHelp, { + showInfoBox("Demographic Help", "html/demoHelp.html") + }) + + }) \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/ui.R b/Covid19PredictingHospitalizationInFluPatients/ui.R index 40132623..e452fe1c 100644 --- a/Covid19PredictingHospitalizationInFluPatients/ui.R +++ b/Covid19PredictingHospitalizationInFluPatients/ui.R @@ -21,6 +21,16 @@ library(plotly) library(shinycssloaders) library(shinydashboard) +addInfo <- function(item, infoId) { + infoTag <- tags$small(class = "badge pull-right action-button", + style = "padding: 1px 6px 2px 6px; background-color: steelblue;", + type = "button", + id = infoId, + "i") + item$children[[1]]$children <- append(item$children[[1]]$children, list(infoTag)) + return(item) +} + ui <- shinydashboard::dashboardPage(skin = 'black', shinydashboard::dashboardHeader(title = "Multiple PLP Viewer", @@ -35,12 +45,13 @@ ui <- shinydashboard::dashboardPage(skin = 'black', shinydashboard::dashboardSidebar( shinydashboard::sidebarMenu( - shinydashboard::menuItem("Description", tabName = "Description", icon = shiny::icon("home")), - shinydashboard::menuItem("Summary", tabName = "Summary", icon = shiny::icon("table")), - shinydashboard::menuItem("Performance", tabName = "Performance", icon = shiny::icon("bar-chart")), - shinydashboard::menuItem("Model", tabName = "Model", icon = shiny::icon("clipboard")), - shinydashboard::menuItem("Log", tabName = "Log", icon = shiny::icon("list")), - shinydashboard::menuItem("Help", tabName = "Help", icon = shiny::icon("info")) + addInfo(shinydashboard::menuItem("Description", tabName = "Description", icon = shiny::icon("home")), "DescriptionInfo"), + addInfo(shinydashboard::menuItem("Summary", tabName = "Summary", icon = shiny::icon("table")), "SummaryInfo"), + addInfo(shinydashboard::menuItem("Performance", tabName = "Performance", icon = shiny::icon("bar-chart")), "PerformanceInfo"), + addInfo(shinydashboard::menuItem("Model", tabName = "Model", icon = shiny::icon("clipboard")), "ModelInfo"), + addInfo(shinydashboard::menuItem("Log", tabName = "Log", icon = shiny::icon("list")), "LogInfo"), + addInfo(shinydashboard::menuItem("Data Info", tabName = "DataInfo", icon = shiny::icon("database")), "DataInfoInfo"), + addInfo(shinydashboard::menuItem("Help", tabName = "Help", icon = shiny::icon("info")), "HelpInfo") ) ), @@ -59,19 +70,22 @@ ui <- shinydashboard::dashboardPage(skin = 'black', shiny::includeMarkdown(path = "./www/shinyDescription.md") ), - + shinydashboard::tabItem(tabName = "DataInfo", + shiny::includeMarkdown(path = "./www/dataInfo.md") + + ), shinydashboard::tabItem(tabName = "Summary", shiny::fluidRow( shiny::column(2, shiny::h4('Filters'), + shiny::selectInput('modelSettingName', 'Model:', c('All',unique(as.character(summaryTable$Model)))), shiny::selectInput('devDatabase', 'Development Database', c('All',unique(as.character(summaryTable$Dev)))), shiny::selectInput('valDatabase', 'Validation Database', c('All',unique(as.character(summaryTable$Val)))), shiny::selectInput('T', 'Target Cohort', c('All',unique(as.character(summaryTable$`T`)))), shiny::selectInput('O', 'Outcome Cohort', c('All',unique(as.character(summaryTable$`O`)))), shiny::selectInput('riskWindowStart', 'Time-at-risk start:', c('All',unique(as.character(summaryTable$`TAR start`)))), - shiny::selectInput('riskWindowEnd', 'Time-at-risk end:', c('All',unique(as.character(summaryTable$`TAR end`)))), - shiny::selectInput('modelSettingName', 'Model:', c('All',unique(as.character(summaryTable$Model)))) + shiny::selectInput('riskWindowEnd', 'Time-at-risk end:', c('All',unique(as.character(summaryTable$`TAR end`)))) ), shiny::column(10, style = "background-color:#F3FAFC;", @@ -143,9 +157,9 @@ ui <- shinydashboard::dashboardPage(skin = 'black', $(supElement).find('span.irs-max, span.irs-min, span.irs-single, span.irs-from, span.irs-to').remove(); }, 50);}) ")) - ) + ) - ), + ), shiny::column(width = 8, @@ -167,36 +181,42 @@ ui <- shinydashboard::dashboardPage(skin = 'black', #infoBoxOutput("performanceBox"), ) ) - ) + ) - ), + ), tabPanel("Discrimination", shiny::fluidRow( shinydashboard::box( status = 'info', - title = "ROC Plot", solidHeader = TRUE, + title = actionLink("rocHelp", "ROC Plot", icon = icon("info")), + solidHeader = TRUE, shinycssloaders::withSpinner(plotly::plotlyOutput('roc'))), shinydashboard::box(status = 'info', - title = "Precision recall plot", solidHeader = TRUE, + title = actionLink("prcHelp", "Precision recall plot", icon = icon("info")), + solidHeader = TRUE, side = "right", shinycssloaders::withSpinner(plotly::plotlyOutput('pr')))), shiny::fluidRow( shinydashboard::box(status = 'info', - title = "F1 Score Plot", solidHeader = TRUE, + title = actionLink("f1Help", "F1 Score Plot", icon = icon("info")), + solidHeader = TRUE, shinycssloaders::withSpinner(plotly::plotlyOutput('f1'))), shinydashboard::box(status = 'info', - title = "Box Plot", solidHeader = TRUE, + title = actionLink("boxHelp","Box Plot", icon = icon("info")), + solidHeader = TRUE, side = "right", shinycssloaders::withSpinner(shiny::plotOutput('box')))), shiny::fluidRow( shinydashboard::box(status = 'info', - title = "Prediction Score Distribution", solidHeader = TRUE, + title = actionLink("predDistHelp","Prediction Score Distribution", icon = icon("info")), + solidHeader = TRUE, shinycssloaders::withSpinner(shiny::plotOutput('preddist'))), shinydashboard::box(status = 'info', - title = "Preference Score Distribution", solidHeader = TRUE, + title = actionLink("prefDistHelp","Preference Score Distribution", icon = icon("info")), + solidHeader = TRUE, side = "right", shinycssloaders::withSpinner(shiny::plotOutput('prefdist')))) @@ -205,15 +225,17 @@ ui <- shinydashboard::dashboardPage(skin = 'black', tabPanel("Calibration", shiny::fluidRow( shinydashboard::box(status = 'info', - title = "Calibration Plot", solidHeader = TRUE, + title = actionLink("calHelp","Calibration Plot", icon = icon("info")), + solidHeader = TRUE, shinycssloaders::withSpinner(shiny::plotOutput('cal'))), shinydashboard::box(status = 'info', - title = "Demographic Plot", solidHeader = TRUE, + title = actionLink("demoHelp","Demographic Plot", icon = icon("info")), + solidHeader = TRUE, side = "right", shinycssloaders::withSpinner(shiny::plotOutput('demo'))) ) ) - ))), + ))), # 3rd tab shinydashboard::tabItem(tabName = "Model", @@ -242,6 +264,6 @@ ui <- shinydashboard::dashboardPage(skin = 'black', ) - ) + ) ) -) \ No newline at end of file + ) \ No newline at end of file diff --git a/Covid19PredictingHospitalizationInFluPatients/www/dataInfo.md b/Covid19PredictingHospitalizationInFluPatients/www/dataInfo.md new file mode 100644 index 00000000..b669557a --- /dev/null +++ b/Covid19PredictingHospitalizationInFluPatients/www/dataInfo.md @@ -0,0 +1,21 @@ +# Data Information # + +The following databases were used in this study: + +| Database | Name | Country | Type | Years +|--------|----------|-----|-----|-----| +| *OptumDoD* | Optum® De-Identified Clinformatic Data Mart Database – Date of Death (DOD)     | USA     | Claims     | 2000-2019 | +| *AUSOM*     | - | Korea     | EHR     | 1999-2018 | +| *CCAE*     | IBM MarketScan® Commercial Database     | USA     | Claims | 2000-2019 | +| *MDCD*     | IBM MarketScan® Multi-State Medicaid Database     | USA     | Claims | 2006-2019 | +| *MDCR*     | IBM MarketScan® Medicare Supplemental Database     | USA     | Claims | 2000-2019 | +| *JMDC*     | Japan Medical Data Center     | Japan     | Claims     | 2000-2019 | +| *IPCI*     | - | Netherlands     | EHR outpatient     | ? | +| *optumEhr*     | Optum® de-identified Electronic Health Record Dataset     | USA | EHR     | 2006-2019 | +| *Tufts*     | - | USA     | EHR     | ?-2020 | +| *SIDIAP*     | - | Spain     | ?     | ?-2020 | +| *HIRA*     | - | Korea     | Claims     | 2013-2020 | +| *AU_ePBRN*     | - | Australia     | ? | ?-? | + + +All databases obtained IRB approval or used deidentified data that was considered except from IRB approval. diff --git a/Covid19PredictingHospitalizationInFluPatients/www/shinyDescription.md b/Covid19PredictingHospitalizationInFluPatients/www/shinyDescription.md index 69005984..65afd247 100644 --- a/Covid19PredictingHospitalizationInFluPatients/www/shinyDescription.md +++ b/Covid19PredictingHospitalizationInFluPatients/www/shinyDescription.md @@ -24,7 +24,8 @@ Below are links for study-related artifacts that have been made available as par ### Packages ### -- OHDSI model development: [link](https://github.com/ohdsi-studies/Covid19PredictionStudies/tree/master/HospitalizationInSentHomePatients) -- OHDSI model validation: [link](https://github.com/ohdsi-studies/Covid19PredictionStudies/tree/master/HospInOutpatientVal) +- OHDSI model development: [link](https://github.com/ohdsi-studies/Covid19PredictionStudies/tree/master/HospitalizationInSymptomaticPatients) +- OHDSI full model validation: [link](https://github.com/ohdsi-studies/Covid19PredictionStudies/tree/master/HospInOutpatientVal) +- OHDSI simple model validation: [link](https://github.com/ohdsi-studies/Covid19PredictionStudies/tree/master/HospInOutpatientVal) The Observational Health Data Sciences and Informatics (OHDSI) international community is hosting a COVID-19 virtual study-a-thon this week (March 26-29) to inform healthcare decision-making in response to the current global pandemic. The preliminary research results on this web-based application are from a retrospective, real-world, observational study in support of this activity and will subsequently be submitted to a peer-reviewed, scientific journal. \ No newline at end of file