ID
int64
1
301
Age
int64
50
93
Sex
int64
1
2
Congestive HF
int64
0
1
Stroke
int64
0
1
DM
int64
0
1
Hypertension
int64
0
1
ISHD
int64
0
1
CKD
stringclasses
3 values
Chronic Liver disease
int64
0
1
COPD
int64
0
1
Bronchial Asthma
int64
0
1
Smoking
int64
0
1
Dementia
float64
0
1
Morbid obesity
int64
0
0
Cough
int64
0
1
Dyspnea
int64
0
1
Fever
int64
0
1
Myalgia
int64
0
1
Diarrhea
int64
0
1
Headache
int64
0
2
Delirium
int64
0
1
Charlson index score
int64
1
9
Evidence of thrombosis
int64
0
1
Functional decline
int64
0
1
Anosmia
int64
0
1
Anorexia
stringclasses
3 values
Duration of symptoms before admission (days)
int64
1
21
Hb level
float64
6
16.7
Leucocytic count
float64
1.5
45
Lymphocytic count
float64
0.1
7.5
Platelet count
stringlengths
2
3
Neutrophilic count
float64
0.2
65
Serum ferritin
float64
29
10k
D-dimer
float64
0.01
36
CRP
float64
0.1
475
LDH
float64
35
1.88k
Serum creatinine
float64
0.4
14
BUN
float64
7
175
ALT
int64
2
579
AST
int64
8
3.16k
Na+
int64
110
182
Procal
float64
0.01
5.6
Length of hospital stay in days
int64
1
37
ICU admission
int64
0
1
Mechanical ventillation
int64
0
1
Mortality
int64
0
1
Received antibiotics
int64
1
1
Received antiviral
int64
0
1
Corticosteroids
int64
0
1
Therapeutic anticoagulation
int64
0
1
Prophylactic Anticoagulation
int64
0
1
qSOFA score
int64
0
3
qSOFA score.1
stringclasses
4 values
NEWS score
int64
1
15
NEWS score.1
stringclasses
6 values
CT severity Score
int64
0
18
Score
int64
1
4
GGO
int64
0
1
Crazy
int64
0
1
Consolidation
int64
0
1
Fibrosis
int64
0
1
Dominant
int64
0
4
Probability
int64
0
3
CO-RADS
int64
1
5
1
60
1
0
0
1
1
0
1
0
0
0
0
0
0
1
1
1
0
0
1
0
5
0
1
1
0
2
10.5
7.5
1.1
253
6.2
414
1
19.1
287
2.3
62
62
48
134
null
4
1
0
0
1
0
0
0
1
1
mild
3
low risk
1
1
0
0
0
0
1
1
3
2
65
2
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
3
0
0
1
0
5
11.1
9.1
2
138
6.8
1,078
0.9
0.7
343
1
23
37
24
140
null
3
0
0
0
1
1
1
0
1
1
mild
5
moderate risk
1
1
0
0
0
0
1
1
3
3
67
2
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
1
0
1
3
0
1
0
0
3
9.9
4
0.8
62
3.1
30.2
0.7
7.8
162
0.5
9
23
34
135
null
3
0
0
0
1
0
0
0
0
0
none
6
moderate risk
0
2
0
0
0
0
0
0
1
4
70
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
1
1
0
2
0
0
0
0
5
12.9
6.4
1.5
293
4.3
195
0.1
373
null
0.4
13
15
19
141
0.5
17
0
0
0
1
0
1
0
1
2
moderate
7
high risk
6
2
0
0
0
0
1
1
4
5
53
1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
4
1
1
0
0
1
16
3.2
1
212
2.1
209
0.4
9.2
null
1.3
17
14
16
135
0.2
13
0
0
0
1
1
1
1
0
2
moderate
6
moderate risk
4
1
0
0
0
0
1
2
5
6
54
1
0
0
0
0
0
0
0
1
0
1
0
0
1
1
0
0
0
0
0
2
0
1
0
0
7
15
15
2.4
200
11.1
1,000
1
20
245
0.9
20
19
42
139
0.08
8
1
1
0
1
0
1
1
0
2
moderate
7
high risk
1
1
0
0
0
0
1
1
3
7
67
2
0
0
1
1
0
0
1
0
0
0
0
0
1
1
0
1
0
1
0
3
0
1
0
0
7
12.1
7.2
0.1
102
6.5
892
0.6
0.1
234
1.1
27
53
39
133
null
7
1
0
0
1
1
1
1
0
1
mild
3
low risk
10
2
0
0
0
0
1
2
5
8
56
1
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2
0
1
0
0
7
13.7
12.8
1.4
299
11.2
null
null
74
null
0.8
10
23
26
133
null
12
1
1
1
1
0
1
1
0
3
severe
9
high risk
17
4
0
0
0
0
2
2
5
9
82
1
0
0
1
1
0
0
0
0
0
0
1
0
1
1
0
1
0
1
0
6
0
1
0
0
2
7.7
7.1
1.5
177
5.2
55
0.5
103
226
0.6
30
18
19
145
0.03
21
1
1
1
1
1
1
1
0
1
mild
6
moderate risk
6
2
0
0
0
0
1
2
5
10
85
2
0
1
1
1
0
0
0
0
0
0
1
0
1
1
1
1
0
0
0
7
0
1
0
1
3
8.7
8.3
1.2
540
6.2
161
1.37
128
347
2.4
70
7
19
142
0.3
14
1
1
1
1
1
1
1
0
2
moderate
12
high risk
14
3
0
0
0
0
1
2
5
11
60
2
0
0
1
1
0
1
1
0
1
0
0
0
1
1
0
1
0
1
0
6
0
1
0
1
7
9.9
6.9
0.9
132
5.7
1,918
3.2
340
null
9.6
152
18
34
127
1.4
22
1
1
1
1
1
1
1
0
3
severe
11
high risk
0
2
0
0
0
0
0
0
1
12
65
1
0
0
1
0
0
0
1
1
0
1
0
0
1
1
0
0
0
0
0
5
0
0
1
1
3
14.2
7.2
0.8
160
6.1
980
null
10.9
null
0.8
21
76
71
138
0.08
30
1
0
0
1
1
1
1
0
1
mild
3
low risk
17
4
0
0
0
0
1
2
5
13
70
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
4
0
0
1
1
2
14.4
10.5
1.3
367
8.5
230
0.69
279.6
430
1.4
23
22
38
131
null
11
0
0
0
1
1
1
1
0
0
none
5
moderate risk
9
2
0
0
0
0
2
2
5
14
87
2
0
0
1
1
1
0
0
0
0
0
1
0
0
1
1
0
0
1
0
7
1
1
1
1
9
12
9.4
1.2
304
8.1
556
2.2
191
472
0.8
15
9
18
130
0.26
15
1
0
0
1
1
1
1
0
1
mild
8
high risk
12
3
0
0
0
0
2
2
5
15
73
1
0
0
0
0
0
0
0
1
0
1
0
0
1
1
1
0
0
1
0
4
0
1
1
0
5
13.2
2.2
0.8
101
1.1
860
1.3
26
null
1.3
18
13
36
134
0.093
19
1
1
1
1
1
0
1
0
2
moderate
7
high risk
18
4
0
0
0
0
1
1
4
16
58
1
0
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
3
0
1
0
1
3
12.2
8.9
0.9
322
7.4
1,413
null
303
564
2.2
59
13
46
125
0.3
12
0
0
0
1
0
1
1
0
0
none
5
moderate risk
13
3
0
0
0
0
1
2
5
17
70
2
0
0
0
0
0
1
0
0
0
0
0
0
1
1
1
1
1
1
0
5
0
1
0
0
5
8.1
8
1.3
239
6.7
1,136
0.4
97.6
345
2.2
25
18
21
135
0.25
14
1
1
1
1
1
1
1
0
2
moderate
8
high risk
16
4
0
0
0
0
1
2
5
18
65
2
0
0
1
1
0
1
1
0
0
0
0
0
0
1
0
1
0
0
0
6
0
1
0
1
5
7.9
15
0.9
98
13.8
621
3.3
251.5
397
2.6
84
38
65
122
0.9
11
1
0
0
1
1
1
1
0
0
none
5
moderate risk
3
1
0
0
0
0
3
2
5
19
82
1
1
0
0
1
1
0
0
1
0
1
1
0
1
1
1
1
0
0
0
8
0
1
0
1
7
16.7
6.1
2.1
114
3.4
620
0.61
170
412
1.3
34
34
63
128
0.09
17
1
0
0
1
1
1
1
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
20
73
2
0
1
0
1
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
4
0
1
1
1
7
13
8.2
2.8
301
5.4
1,506
7.7
78
790
2.2
48
42
47
117
1.3
10
1
0
0
1
1
1
1
0
2
moderate
9
high risk
4
1
0
0
0
0
1
2
5
21
54
2
0
0
1
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
5
0
1
0
1
7
7.8
37.6
0.64
170
34
null
5.5
375.8
null
4.4
121
255
231
150
null
27
1
1
1
1
0
1
0
1
3
severe
11
high risk
7
2
0
0
0
0
1
2
5
22
59
1
0
0
0
1
1
0
0
1
0
1
1
0
1
0
0
0
1
0
1
5
0
1
1
0
5
15
21.2
0.55
293
19.5
null
9.7
83
657
1.9
72
69
57
145
null
13
1
0
0
1
0
1
1
0
2
moderate
12
high risk
12
3
0
0
0
0
4
2
5
23
70
1
1
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
1
0
5
0
0
1
0
3
11
15
1.7
321
12.9
680
0.7
39
353
1.3
29
31
42
138
0.19
2
0
0
0
1
0
0
0
1
0
none
3
low risk
5
1
0
0
0
0
1
1
3
24
72
2
0
0
0
1
1
0
0
0
1
0
0
0
1
1
0
0
1
1
0
4
0
0
1
0
2
13.3
9.1
1.3
216
7.4
539
2.9
146
223
0.8
13
37
31
134
null
5
1
0
0
1
0
0
0
0
0
none
1
low risk
5
1
0
0
0
0
2
1
3
25
76
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
4
0
1
1
0
7
10.8
3.5
0.5
122
2.4
1,013
1.2
6.7
171
1
20
23
33
135
null
11
0
0
0
1
1
1
1
0
0
none
1
low risk
13
3
0
0
0
0
1
2
5
26
72
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
0
1
1
1
0
4
0
1
1
0
5
13.8
6.7
0.7
345
5.7
610
null
32
null
0.8
22
21
19
135
null
9
0
0
0
1
0
1
1
0
1
mild
2
low risk
7
2
0
0
0
0
1
2
5
27
80
1
1
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
0
0
1
6
0
1
0
1
1
11
17.3
3.5
300
12.9
387
0.89
204
null
1.2
47
32
44
130
null
10
1
1
1
1
1
1
1
0
3
severe
11
high risk
8
2
0
0
0
0
1
2
5
28
68
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2
0
1
1
0
3
12.8
16.8
0.7
369
15.1
669
0.01
90
227
1.2
19
51
47
137
1.2
10
0
0
0
1
0
1
1
0
2
moderate
12
high risk
5
1
0
0
0
0
1
2
5
29
72
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
1
3
0
1
1
1
3
9.7
12
3.5
180
7.5
690
0.2
1.8
null
0.7
38
34
19
140
1
26
1
0
0
1
0
1
1
0
1
mild
3
low risk
10
2
0
0
0
0
4
2
5
30
64
1
0
0
0
1
1
0
0
0
1
0
0
0
1
1
0
0
1
1
0
3
0
0
1
0
2
13.5
9.2
1.4
220
8
542
3.1
150
229
0.9
16
39
60
132
null
5
1
0
0
1
0
0
0
0
0
none
1
low risk
5
1
0
0
0
0
2
1
3
31
67
2
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
3
0
1
0
0
3
10
13
2.1
140
7.1
425
0.3
183
255
0.7
19
28
26
129
0.5
2
1
1
1
1
1
1
1
0
3
severe
9
high risk
14
3
0
0
0
0
2
2
5
32
60
1
0
0
0
1
0
0
0
1
0
1
0
0
1
1
0
0
0
1
0
3
0
1
1
0
5
15
22
0.69
200
20.5
1,050
1.2
245
400
0.8
27
55
37
138
1.3
21
1
0
0
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
33
59
2
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2
0
1
0
0
2
8.3
14
3.9
317
10.1
212
null
32.2
115
0.8
17
27
58
164
null
5
1
0
0
1
0
1
0
1
1
mild
6
moderate risk
8
2
0
0
0
0
1
1
3
34
74
2
0
0
0
1
1
0
0
0
0
0
1
0
1
1
0
0
1
0
0
5
0
0
1
0
4
8.6
5.6
0.3
225
4.8
42
1.2
null
null
1.3
18
39
23
135
null
4
0
0
0
1
0
1
0
1
1
mild
3
low risk
1
1
0
0
0
0
1
1
3
35
90
2
0
1
1
1
1
0
0
0
0
0
1
0
1
1
0
0
1
0
1
8
1
1
1
1
1
12.4
8.4
1.5
301
6.8
962
1
null
179
1.6
36
12
51
130
null
7
1
0
0
1
0
1
0
1
1
mild
4
low risk
0
2
0
0
0
0
0
0
1
36
69
2
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
1
1
1
2
11.1
16.1
2.5
252
9.4
666.7
2.34
171
null
1
30
25
64
141
null
21
1
1
1
1
1
1
1
0
2
moderate
8
high risk
17
4
0
0
0
0
4
2
5
37
67
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
2
0
1
0
0
5
12.4
9.5
1.9
200
7.1
651
null
42
328
0.7
14
39
38
142
null
6
0
0
0
1
1
1
1
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
38
83
2
0
1
1
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
1
7
0
1
0
0
2
9
15
2.5
110
12.4
null
null
null
null
0.6
16
8
11
142
null
8
1
0
0
1
1
1
1
0
3
severe
11
high risk
5
1
0
0
0
0
1
1
3
39
67
2
0
0
1
1
0
0
1
0
0
0
0
0
1
1
0
1
0
1
0
4
0
1
0
0
7
12.1
8.4
0.24
110
8.1
754
0.5
12
138
0.8
36
42
34
131
null
7
1
0
0
1
1
1
1
0
1
mild
3
low risk
10
2
0
0
0
0
1
2
5
40
72
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
4
0
1
1
0
10
13.3
6
4
135
1.5
430
0.4
35
421
0.6
9
51
61
134
null
2
0
0
0
1
0
1
0
1
0
none
1
low risk
17
4
0
0
0
0
2
2
4
41
58
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
1
0
1
1
0
3
13
17
0.87
373
16
673
0.09
92
224
1.3
17
50
46
136
1.3
10
0
0
0
1
0
1
1
0
2
moderate
12
high risk
5
1
0
0
0
0
1
2
5
42
73
2
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
1
1
0
4
0
0
1
0
2
8.9
1.5
0.5
16
0.8
3,939
3.7
36.7
205
1.4
17
19
35
136
0.08
7
0
0
0
1
0
1
0
0
1
mild
3
low risk
6
2
0
0
0
0
1
2
5
43
62
2
0
0
0
1
0
1
0
0
0
0
0
0
1
1
0
1
0
1
0
4
0
1
1
0
3
9.4
12.7
1.1
237
11.1
626
1.3
212
345
7.5
60
92
61
133
2.1
6
1
1
1
1
0
1
1
0
1
mild
10
high risk
6
2
0
0
0
0
1
1
3
44
61
2
0
0
1
1
0
1
0
0
0
0
0
0
1
1
0
1
1
1
0
5
0
1
1
0
5
8.2
12.7
1.65
450
10.1
49
0.11
110
265
2.4
90
60
37
137
null
9
1
0
0
1
1
1
1
0
1
mild
8
high risk
11
3
0
0
0
0
2
2
4
45
70
1
1
0
0
1
1
0
1
1
0
1
0
0
1
1
0
1
0
1
0
7
0
1
1
0
2
15.6
5.4
0.7
222
4.5
166
1.6
34
null
1.6
27
15
18
135
null
17
0
0
0
1
0
0
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
46
68
1
1
0
0
0
0
0
0
1
0
1
0
0
1
1
0
1
1
1
0
4
0
1
1
1
10
11.6
16.8
1.1
698
14.7
453
2.5
45
289
1.4
64
40
36
138
null
10
1
0
0
1
1
1
1
0
1
mild
3
low risk
11
3
0
0
0
0
2
1
3
47
81
2
0
0
1
1
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
6
1
0
1
0
3
11.7
6.5
0.7
197
4.1
null
null
null
null
2.2
94
69
69
132
null
2
0
0
0
1
0
1
0
0
1
mild
6
moderate risk
7
2
0
0
0
0
1
2
5
48
71
1
0
0
1
0
1
0
0
1
0
1
0
0
0
1
0
0
1
1
0
6
0
1
0
0
2
13.4
4.2
3.5
185
0.4
1,476
0.3
30
null
0.8
13
22
15
135
null
7
1
0
0
1
0
0
1
0
0
none
5
moderate risk
13
3
0
0
0
0
1
2
5
49
66
2
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
3
0
1
1
0
10
11.6
6.4
0.8
297
4.7
666
0.41
156.3
null
1
17
25
44
132
null
5
0
0
0
1
0
0
1
0
0
none
1
low risk
10
2
0
0
0
0
2
2
5
50
85
2
0
1
1
1
0
1
1
0
0
0
0
0
1
1
0
0
0
0
1
9
1
1
0
0
3
8.6
11.5
0.7
88
10.2
1,264
3.1
83
null
2.8
62
38
88
139
0.37
8
1
1
1
1
1
1
1
0
3
severe
13
high risk
3
1
0
0
0
0
1
2
5
51
57
1
0
0
1
1
0
0
0
0
0
1
0
0
0
1
0
1
1
1
1
2
0
1
1
0
3
8.4
5.8
3
55
2
399
0.7
161
303
0.7
43
9
16
121
5.6
4
1
0
0
1
0
1
0
0
2
moderate
11
high risk
3
1
0
0
0
0
1
1
2
52
55
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
1
0
0
2
8.5
9
0.85
210
7.4
345
0.7
25
225
0.9
25
54
53
135
null
13
0
0
0
1
0
1
0
1
1
mild
3
low risk
6
2
0
0
0
0
1
2
5
53
70
2
0
0
1
1
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
5
1
0
1
1
3
12.7
6
1.1
203
4.5
null
1
null
189
2.1
80
51
53
135
null
2
0
0
0
1
0
1
0
0
1
mild
6
moderate risk
9
2
0
0
0
0
4
2
5
54
60
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
2
0
1
0
1
7
13.8
9.2
1.5
179
7.2
1,670
0.29
43
513
1.2
14
53
71
134
null
16
1
0
0
1
1
1
1
0
1
mild
5
moderate risk
15
3
0
0
0
0
1
2
5
55
77
2
0
1
1
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
5
0
1
0
0
5
10.7
7.8
0.68
245
6.8
1,474
1.24
144
534
1.7
24
37
57
133
0.04
3
0
0
0
1
0
0
1
0
1
mild
6
moderate risk
9
2
0
0
0
0
4
2
5
56
52
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
3
0
1
0
0
4
13.9
3.2
2.4
115
0.2
326
1.8
35
247
1
18
26
34
127
null
9
1
0
1
1
0
1
1
0
2
moderate
8
high risk
2
1
0
0
0
0
1
1
3
57
58
2
0
0
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2
0
0
0
1
6
12.7
4.5
1.3
209
2.1
1,253
0.34
74
null
0.8
16
24
23
133
null
16
0
0
0
1
0
1
0
1
1
mild
5
moderate risk
9
2
0
0
0
0
1
2
5
58
86
2
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
4
1
1
0
0
2
12.8
12.9
0.3
213
11.1
null
null
null
null
1
28
23
65
128
null
3
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
59
64
1
0
0
0
0
0
0
0
1
0
1
0
0
1
1
1
0
0
1
0
3
0
1
1
0
15
7.5
45
6.7
100
31
1,550
1.3
150
380
1
25
40
51
136
null
4
1
0
0
1
0
0
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
60
70
1
0
0
1
0
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
5
0
1
0
0
21
9.1
4.1
1.2
201
2.4
1,289
0.3
209
609
1.5
69
134
86
132
0.195
4
1
0
0
1
1
1
1
0
1
mild
1
low risk
0
2
0
0
0
0
0
0
1
61
77
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3
0
1
0
0
5
13
6.4
1.5
359
4.1
321
1.4
90
225
1
22
16
40
133
0.1
8
1
0
0
1
0
0
0
1
0
none
1
low risk
7
2
0
0
0
0
1
2
5
62
71
2
0
1
0
1
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
4
1
1
0
0
2
9.7
22
7
348
12.1
1,225
1.5
125
355
0.5
65
33
112
117
1.5
2
1
1
1
1
1
1
1
0
3
severe
15
high risk
18
4
0
0
0
0
2
2
5
63
67
2
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
3
0
1
1
0
4
10
18
1.2
252
16.2
1,300
1.1
180
387
1
38
37
39
138
1.4
5
1
1
1
1
1
1
1
0
2
moderate
9
high risk
17
4
0
0
0
0
1
2
5
64
78
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
4
0
1
1
0
10
13.4
7.5
2.3
139
4.5
427
0.35
39
428
0.7
11
53
67
133
null
2
0
0
0
1
0
1
0
1
0
none
1
low risk
5
1
0
0
0
0
1
2
5
65
76
2
0
0
1
1
1
1
0
0
0
0
0
0
0
1
0
0
0
1
1
7
0
1
1
0
2
6.8
9
1.5
124
7
68
2.97
48
458
4.4
117
32
192
112
1.1
13
1
0
0
1
1
1
1
0
1
mild
8
high risk
0
2
0
0
0
0
0
0
1
66
58
2
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
1
0
1
1
0
1
13.9
1.9
0.5
208
1.1
1,174
1.1
165
387
0.4
13
16
31
122
0.8
13
1
0
0
1
1
1
1
0
0
none
3
low risk
7
2
0
0
0
0
4
2
5
67
55
2
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2
0
1
0
0
7
9.6
4.4
1
307
2.8
42
2.69
15
207
0.6
10
7
22
141
0.053
17
1
0
0
1
0
1
1
0
2
moderate
8
high risk
3
1
0
0
0
0
2
1
3
68
72
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
4
0
1
1
0
9
13.5
12.5
2.1
363
9.4
145
null
30
368
0.7
22
50
29
138
null
4
0
0
0
1
0
1
0
1
1
mild
5
moderate risk
1
1
0
0
0
0
1
1
3
69
58
1
0
0
1
1
0
0
0
1
0
1
0
0
1
1
1
1
0
1
1
3
0
1
0
1
5
14.1
12.5
3.5
283
8.4
1,189
null
80
807
2.2
65
45
47
147
0.274
4
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
70
70
2
0
0
1
1
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
5
1
0
0
0
3
12
6.7
1
212
5
480
2.1
76
450
2.1
86
73
59
131
null
2
0
0
0
1
0
1
0
0
1
mild
6
moderate risk
7
2
0
0
0
0
1
2
5
71
81
2
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
5
0
1
1
1
4
9.9
8.6
0.6
198
7.9
450
null
90
400
3.7
53
20
35
131
0.2
15
1
0
0
1
0
1
0
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
72
64
1
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
2
0
1
1
0
14
11
4.2
1.1
377
null
2,537
1.6
24
333
0.9
20
33
19
142
null
10
0
0
0
1
0
1
1
0
2
moderate
6
moderate risk
11
3
0
0
0
0
1
2
5
73
60
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
2
0
1
1
1
5
13.9
8.4
1.7
190
6.2
1,460
1.3
41
476
1
22
41
83
132
0.35
16
1
0
0
1
1
1
1
0
2
moderate
8
high risk
11
3
0
0
0
0
1
2
5
74
75
1
0
1
0
0
1
0
0
0
0
0
0
0
1
1
1
1
0
0
0
5
0
1
0
1
7
10.5
4
0.9
280
null
1,600
1.4
18
200
1
19
50
40
140
null
28
1
1
1
1
1
1
1
0
3
severe
15
high risk
17
4
0
0
0
0
4
2
5
75
69
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
3
0
1
1
1
7
8.7
15.6
2.1
396
11.1
1,403
1.93
29
310
0.8
21
22
74
134
null
4
1
0
0
1
1
1
1
0
2
moderate
12
high risk
14
3
0
0
0
0
4
1
3
76
82
1
0
0
0
1
0
0
0
0
0
1
1
0
1
1
0
0
0
0
0
4
0
1
0
1
5
12.5
6
0.8
223
5.1
46
null
12
null
1.4
25
9
18
136
null
5
1
0
0
1
1
1
1
0
1
mild
3
low risk
5
1
0
0
0
0
1
2
5
77
70
1
0
0
0
1
0
1
0
1
0
1
0
0
0
1
0
0
0
0
0
6
0
1
1
0
10
15.5
16.6
0.8
187
15.4
2,552
1.2
6.9
null
2.3
61
40
39
136
null
9
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
78
68
1
0
0
0
1
1
0
0
0
0
0
1
0
1
1
0
0
0
0
1
4
0
1
0
0
3
9.7
9.5
1.2
24
7.4
null
null
206.2
null
2.4
90
15
55
152
null
2
1
1
1
1
1
1
1
0
2
moderate
12
high risk
0
2
0
0
0
0
0
0
1
79
75
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
3
0
1
1
1
4
12.2
7.5
0.5
377
6.8
null
0.2
72
544
0.8
16
70
59
136
0.08
13
0
0
0
1
0
1
1
0
2
moderate
8
high risk
10
2
0
0
0
0
1
2
5
80
86
2
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
4
1
1
1
1
2
12
13.5
0.4
218
12.2
100
0.1
50
125
0.9
30
26
64
131
0.4
3
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
81
58
2
0
0
0
1
1
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2
0
1
1
0
3
13.8
5.9
1.2
83
3.5
1,681
0.11
83
378
0.8
13
58
67
135
1.1
7
1
0
0
1
0
1
1
0
2
moderate
6
moderate risk
1
1
0
0
0
0
1
1
3
82
70
2
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
1
4
0
1
1
0
5
11.8
3.5
0.8
151
1.9
1,202
0.3
75
445
0.8
14
9
19
133
0.053
2
1
1
0
1
1
1
0
1
0
none
2
low risk
0
2
0
0
0
0
0
0
1
83
74
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
0
0
0
3
0
1
0
0
4
11.1
39.3
7.5
365
30.1
null
null
null
null
6.7
154
47
60
130
null
2
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
3
2
84
60
1
0
0
1
1
1
0
0
0
0
1
0
0
1
1
1
0
0
0
1
4
0
1
1
0
2
13
18
0.9
380
16.8
1,500
1.9
150
500
0.4
9
14
15
139
null
17
0
0
0
1
1
1
1
0
3
severe
11
high risk
0
2
0
0
0
0
0
0
1
85
50
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
1
0
1
0
1
3
12.9
17
0.8
379
16.1
682
0.06
93
238
1.1
18
59
45
136
1.3
10
0
0
0
1
0
1
1
0
2
moderate
12
high risk
5
1
0
0
0
0
1
2
5
86
58
2
0
0
1
0
1
0
0
0
0
0
0
0
1
1
1
1
0
1
1
3
0
1
0
1
2
8.3
24
7.5
172
12.5
2,463
null
94.9
null
1.1
50
2
16
141
null
3
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
1
0
0
0
0
2
3
2
87
64
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
0
2
0
1
0
1
4
11
12
0.8
250
11
1,000
null
30
377
0.8
28
19
25
135
0.01
3
0
0
0
1
0
1
0
1
1
mild
2
low risk
0
2
0
0
0
0
0
0
1
88
56
2
0
1
0
1
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
2
1
1
1
0
2
8
9.3
0.7
245
8.1
null
null
203
null
0.5
9
32
30
126
null
28
1
1
0
1
1
1
1
0
3
severe
13
high risk
0
2
0
0
0
0
0
0
1
89
72
1
0
0
1
1
1
1
0
0
0
0
null
0
1
1
0
1
0
0
1
7
0
1
0
1
1
7.8
18.9
2.4
279
15.4
null
null
258.4
null
5.8
141
9
13
140
null
4
1
0
0
1
1
1
1
0
2
moderate
12
high risk
2
1
0
0
0
0
1
2
5
90
69
1
0
0
1
1
1
0
0
0
0
0
0
0
1
1
0
0
0
0
1
4
0
1
1
0
2
13.6
5.8
0.7
232
5
2,755
null
283
null
1.5
24
126
227
134
null
8
0
0
0
1
1
1
1
0
3
severe
14
high risk
8
2
0
0
0
0
2
2
5
91
50
2
0
1
0
0
1
0
0
0
0
0
0
0
1
1
1
1
1
1
0
3
0
1
1
0
2
13.5
13
1.9
130
11.1
null
null
91
null
1.4
48
56
130
143
null
3
1
1
1
1
0
1
1
0
2
moderate
6
moderate risk
0
2
0
0
0
0
0
0
1
92
67
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
3
0
1
1
1
15
13
10.4
2.7
293
6.2
1,566
2.2
20.5
528
1.2
17
29
47
134
null
9
1
0
1
1
0
1
1
0
2
moderate
7
high risk
1
1
0
0
0
0
1
1
3
93
73
2
0
0
0
1
0
0
0
1
0
1
0
0
1
1
0
0
0
0
0
4
0
1
0
1
3
16.2
4.2
0.9
167
3.3
2,861
2.14
26
null
0.7
21
33
73
128
0.41
7
1
1
1
1
1
1
1
0
3
severe
8
high risk
0
2
0
0
0
0
0
0
1
94
82
1
0
0
1
1
1
0
0
0
0
0
1
0
0
0
0
0
1
1
1
7
0
1
0
0
4
14
3.5
0.6
120
2.3
330
1.7
34
250
0.9
17
32
31
130
null
9
1
0
1
1
0
1
1
0
1
mild
8
high risk
2
1
0
0
0
0
1
1
3
95
79
1
1
1
0
1
1
1
0
0
0
0
1
0
1
1
1
1
1
1
1
9
1
1
1
1
5
9.4
21
2.3
204
18.2
277
8
140.2
233
2
50
36
60
117
null
8
1
1
1
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
96
70
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
4
0
1
1
1
5
14
10.2
1.2
370
8.5
234
0.5
280
135
1.3
30
28
40
132
null
11
0
0
0
1
0
1
1
0
1
mild
3
low risk
8
2
0
0
0
0
2
2
5
97
64
2
0
1
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
1
1
4
1
1
0
0
5
7.4
12.6
0.9
155
10.8
311.3
1.67
15.9
null
0.4
24
73
48
133
0.01
30
1
0
0
1
1
1
1
1
2
moderate
12
high risk
7
2
0
0
0
0
1
2
5
98
79
1
0
0
1
1
0
0
0
0
0
1
1
0
1
1
1
1
1
1
0
5
0
1
1
1
7
14
20
1.3
154
18.1
375
1.8
123
550
0.8
27
28
29
128
null
1
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
99
84
2
0
0
1
1
1
0
0
0
0
0
1
0
1
0
0
1
1
1
0
7
0
1
0
0
2
12
16.8
1.9
350
3.2
null
2.7
12.5
182
0.9
31
36
25
131
null
5
0
0
0
1
0
1
0
1
1
mild
3
low risk
6
2
0
0
0
0
1
2
4
100
67
1
0
1
1
1
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
4
1
1
0
0
3
14
15.5
0.5
199
14.8
null
null
430
541
0.6
11
31
44
124
null
11
1
1
1
1
1
1
1
0
2
moderate
14
high risk
0
2
0
0
0
0
0
0
1

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