Age,Gender,ethnicity,race,Fever,Cough,SOB,Fatigue,Sputum,Myalgia,Diarrhea,Nausea.or.vomiting,Sore.throat,Runny.nose.nasal.congestion,Loss.of.smell,Loss.of.taste,Headahce,Chest.discomfort..Chest.pain,Asymptomatic,smoking_history,hypertensionhx,diabeteshx,asthmahx,coronaryheartdiseasehx,copdhx,heartfailurehx,carcinomahx,immunosuppressionhx,ckdhx,ALT,CRP,D.dimer,Ferritin,HR,LDH,Lymphocytes,SpO2,Procalcitonin,RR,Systolic.BP,Temperature,Troponin,death
23,0,3,7,1,1,1,0,1,0,1,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,23,1.7,415,29.1,109,130,30.7,97,0.06,20,102,37.2,0.01,0
50,0,1,1,0,1,0,0,0,1,1,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,21,5.6,150,153.2,108,130,9.2,94,0.08,16,127,37.3,0.01,0
29,0,1,7,1,1,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,10,1.2,625,42.4,88,133,15.1,97,0.07,19,103,36.9,0.01,0
57,1,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,34,12.2,206,373.9,67,133,15.4,98,0.05,18,153,37.4,0.01,0
26,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,51,14.3,273,107.7,100,147,18.3,96,0.43,14,120,37,0.01,0
48,1,2,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1,17,0.1,150,211.4,92,154,21.2,97,0.08,18,151,36.8,0.01,0
41,1,1,7,0,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,1,7,31.6,1872,1593,107,154,3.9,94,1.88,23,177,37.1,0.06,0
33,0,1,7,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0.5,170,96.3,102,159,7.9,98,0.04,17,116,38.4,0.01,0
70,1,2,1,1,1,1,1,0,0,1,1,0,0,0,0,1,0,0,0,1,1,0,0,0,0,1,0,0,19,54.1,1026,787.1,101,164,4.1,95,5.81,19,124,39,0.01,0
49,0,1,7,1,1,1,0,0,1,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,1,56,2.3,150,1933,109,166,32.7,96,0.09,16,111,37.4,0.01,0
49,1,2,1,1,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,61,1.2,284,5443,75,169,28.2,95,0.13,20,125,37,0.01,0
44,0,2,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0.1,198,12.4,101,176,20.9,98,0.06,18,103,38.2,0.01,0
49,0,1,7,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,33,1.5,279,1983,78,177,14.2,96,0.08,18,118,36.4,0.01,0
52,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,16,0.1,165,5.3,121,177,22.6,100,0.04,15,139,36.9,0.01,0
90,0,2,1,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,12,2.7,677,93,76,177,26.3,96,6.49,18,108,37.4,0.01,0
47,1,1,7,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,99,27.4,305,1128,100,179,6.5,96,0.67,16,111,37.3,0.01,0
67,0,2,7,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,58,0.2,420,12.4,150,181,39.5,97,0.06,22,160,36.9,0.01,0
46,0,2,2,1,1,1,1,0,1,0,1,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,24,0.1,150,276.6,108,188,38,96,0.12,20,129,37.4,0.01,0
73,0,2,1,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,26,0.9,299,35.9,89,189,22.3,98,0.19,20,109,37.2,0.01,0
53,0,3,1,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,10,0.6,2585,80.3,85,190,22.2,98,0.63,17,164,36.9,0.01,0
42,1,3,7,1,1,1,0,0,1,0,0,0,0,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,113,2,607,920.9,123,193,14.3,97,0.07,20,131,36.4,0.23,0
79,0,2,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,6.4,390,158.5,55,193,9.5,98,0.14,18,100,36.8,0.01,0
88,0,2,3,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,11,5.6,198,280.2,72,193,27.6,92,0.12,20,107,36.8,0.01,0
78,0,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,15,5.5,802,475.3,90,194,36.6,98,0.45,18,158,37.3,0.04,0
83,0,2,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,4,329,280,64,195,21.5,95,0.14,16,141,36.1,0.01,0
61,1,2,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,12,7.1,2021,863.6,86,195,9.4,94,0.15,28,195,38.4,0.06,0
63,1,3,7,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,20,0.4,186,186.5,133,197,25,96,0.08,16,138,37.8,0.01,0
22,0,2,1,1,1,1,0,0,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,10,5.1,354,230.2,106,199,41.3,99,0.11,17,105,37.5,0.01,0
36,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,12,0.7,2540,302.4,123,200,8.5,100,0.28,24,116,37.4,0.01,0
58,1,1,7,1,1,1,1,1,1,0,0,1,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,23,5.4,321,927,90,201,24.3,92,0.09,18,184,37.1,0.01,0
47,0,1,7,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,1.5,150,73.1,110,202,20.7,93,0.04,22,128,38,0.01,0
47,1,1,7,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,21.6,178,1018,121,202,8.8,96,0.5,17,120,38,0.01,0
53,1,1,7,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,1.5,328,412.7,105,205,13.9,96,0.08,15,147,37.3,0.01,0
48,0,1,7,1,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,44,5.2,150,319,116,206,22.9,98,0.05,25,125,37.3,0.01,0
36,0,1,7,1,1,1,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,41,6.4,150,488.7,124,206,8.4,91,0.17,28,127,37.8,0.01,0
51,0,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,142,0.3,150,476,89,207,32.3,97,0.1,22,120,36.5,0.01,0
45,1,1,6,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,39,2.2,150,233.9,88,208,15.3,94,0.08,22,121,39,0.01,0
65,1,1,7,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,19,6.6,150,988.5,59,210,3.5,88,0.16,26,95,36.7,0.01,0
53,0,2,2,1,1,1,0,0,1,1,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,19,3.6,150,337.3,88,212,35.8,97,0.14,25,111,36.9,0.01,0
77,1,2,1,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,11,6.6,248,470.9,70,212,15.3,100,0.07,16,107,36.9,0.01,0
60,1,2,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,68,10,223,3667,68,213,1.8,97,0.75,16,117,37,0.14,0
67,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,16,0.4,158,141.4,60,213,19.5,94,0.05,15,131,37.3,0.01,0
54,0,1,7,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,34,3.7,150,72.5,97,214,16.5,93,0.06,20,130,38.4,0.01,0
53,1,2,1,1,1,1,1,0,1,0,0,0,0,0,0,0,1,0,0,1,1,1,0,0,0,0,0,0,34,3.3,150,1049,105,214,13.1,94,0.05,20,136,37.3,0.01,0
92,0,3,7,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,7,3.7,738,332.9,82,215,26.5,98,0.07,16,134,36.3,0.02,0
61,1,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,34,3.7,235,517.2,113,217,19.4,90,0.14,28,135,39.5,0.01,0
69,0,3,2,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,24,3,150,1024,100,220,23.4,98,0.09,20,124,38.1,0.01,0
80,0,2,1,0,1,1,1,0,0,1,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,10,1.4,451,196.9,84,220,35.1,95,0.11,20,110,36.8,0.01,0
60,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,6,19.7,2801,624,88,220,16,93,0.17,16,146,37.2,0.04,0
56,0,2,1,0,1,1,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,28,0.1,150,108.7,124,221,31.1,97,0.04,18,167,37.1,0.01,0
55,0,1,1,1,1,1,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,27,0.7,243,414.7,95,221,22.1,93,0.09,16,133,38,0.01,0
73,0,2,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,17,11.1,512,838.8,83,221,13.9,93,0.58,23,91,37.3,0.27,0
73,1,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,44,1.3,193,130.9,71,222,15,100,0.08,19,128,37.2,0.01,0
38,0,2,3,1,1,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,3.9,175,32.6,135,224,24.2,98,0.14,16,115,37.3,0.01,0
88,0,2,1,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,4.3,493,174.3,91,224,20.1,96,0.08,17,133,38.5,0.01,0
92,0,1,7,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,9,2.5,277,45.3,68,224,15.1,98,0.22,20,101,36.7,0.01,0
60,1,3,1,1,1,1,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,24,4.5,630,1151,85,225,15.4,94,0.08,20,133,37.4,0.01,0
73,0,2,1,1,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,18,0.9,171,401.1,71,225,36.6,96,0.08,16,130,36.9,0.01,0
38,0,3,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18,2.4,150,50.7,75,225,37,100,0.07,20,136,37.4,0.01,0
27,1,1,7,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,108,0.6,559,863.3,69,226,42.1,99,0.12,18,161,36.8,0.03,0
52,1,3,7,1,1,0,0,0,0,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,24,5.7,150,546.7,102,226,12.1,95,0.11,22,112,39.4,0.01,0
38,1,1,7,1,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,2.7,165,669.3,112,227,18.6,97,0.07,18,122,38.2,0.01,0
62,1,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,2.8,793,1379,112,227,13.7,92,0.11,16,156,38,0.01,0
92,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,8,11.3,558,2292,67,228,12.7,97,0.8,16,125,36.3,0.13,0
64,0,2,1,1,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,30,7.1,176,373.9,95,229,7.9,96,0.14,20,115,37.4,0.01,0
84,0,2,1,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,1,0,8,0.7,280,134.8,74,229,10.4,99,0.04,14,132,36.7,0.01,0
77,1,2,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,4.8,763,508.5,76,230,26.8,93,0.14,20,141,37.1,0.01,0
44,0,2,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,9.4,444,92.5,88,230,10.5,98,0.44,15,88,37.1,0.01,0
57,1,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,38,2.1,301,1001,108,231,17.5,92,0.12,18,120,39.4,0.01,0
46,1,2,1,1,1,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,38,3.2,150,817.3,111,231,31.9,99,0.1,20,118,38.9,0.01,0
30,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,22,18.5,409,301.1,76,231,2.6,99,1.35,18,115,37.2,0.01,0
63,1,1,1,1,1,1,0,0,1,0,0,0,0,0,0,1,1,0,0,1,1,0,0,0,0,0,1,1,15,6.1,150,863.1,100,231,7.5,95,0.06,17,144,37.4,0.01,0
55,1,3,7,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,53,3.6,220,619.4,88,232,14.5,95,0.07,17,134,39.2,0.01,0
56,0,2,1,0,1,1,1,0,0,1,0,1,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,22,5.2,201,393.3,103,232,13,95,0.08,18,119,39.1,0.01,0
65,1,1,7,1,1,1,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,20,1.3,150,77,111,233,5.6,94,0.11,18,114,37.5,0.01,0
55,0,2,1,1,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,15,11.8,576,400.3,118,233,13.8,94,0.09,20,119,37.8,0.01,0
42,0,3,7,1,1,1,0,0,1,1,1,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,32,4.6,271,339.6,138,234,13.8,96,0.33,24,130,39.3,0.01,0
36,0,1,7,1,1,1,1,0,0,1,1,0,0,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,14,5.1,158,218.3,130,234,19.6,94,0.13,18,168,37.8,0.01,0
64,1,1,7,1,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,34,3.1,150,677.7,124,236,18.7,94,0.12,18,117,37.9,0.01,0
69,0,2,2,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,16,13.8,975,229.2,90,236,10.5,95,0.16,16,114,37.1,0.01,0
56,1,2,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,30.5,212,1101,122,238,0.9,91,0.3,18,148,37.9,0.01,0
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56,1,2,3,1,1,1,0,0,0,1,0,0,0,1,1,0,1,0,0,1,0,0,0,0,0,0,0,0,139,12,641,2000,99,659,15.3,89,0.66,18,111,36.9,0.01,0
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