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
101
63
1
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
12.3
9.4
2.7
206
6.2
643
null
41
340
0.9
16
39
40
144
null
6
1
0
0
1
1
1
1
0
1
mild
3
low risk
0
2
0
0
0
0
0
0
1
102
93
2
0
0
0
1
0
0
0
0
0
0
1
0
1
1
1
0
1
0
1
5
0
1
1
1
7
8.3
17.6
3.9
254
13.2
1,400
0.8
175
458
2.2
87
33
41
134
null
4
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
3
2
103
75
2
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
1
0
4
0
1
1
1
7
13.2
21.6
3.9
292
16.5
289
1
32.7
327
0.7
17
67
55
141
0.02
12
0
0
0
1
1
1
1
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
3
2
104
63
2
0
0
1
0
0
1
0
0
0
0
0
0
1
1
1
1
1
1
1
5
0
1
1
1
5
13.7
4.5
0.9
160
2.9
223
1.57
67
1,645
1.8
17
18
41
135
0.11
11
1
1
1
1
1
1
1
0
3
severe
11
high risk
0
2
0
0
0
0
0
0
1
105
59
2
0
0
1
1
1
0
0
0
1
0
0
0
1
1
1
1
0
1
0
3
0
1
1
0
2
10.3
12.2
4.2
185
7.5
800
1.7
90
1,880
0.6
28
28
24
141
1.1
11
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
106
77
2
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
1
1
0
5
0
0
1
0
2
12
11
1.5
200
9.4
null
null
13
null
1.2
18
14
15
132
null
2
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
107
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
10.5
425
0.3
183
255
0.7
19
28
26
129
0.5
1
1
1
1
1
1
1
1
0
1
mild
3
low risk
16
4
0
0
0
0
2
2
5
108
76
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
3
0
0
0
0
15
14.7
6.5
1.3
318
4.1
1,248
1.6
192
226
0.9
11
29
38
127
0.3
10
1
0
0
1
0
1
0
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
3
2
109
62
1
0
0
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
4
0
0
1
0
3
10
11
2.8
160
7.4
null
null
4
null
1.5
35
21
28
132
null
7
0
0
0
1
0
0
0
1
0
none
1
low risk
9
2
0
0
0
0
0
2
4
110
73
1
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
11.6
26.7
0.53
137
25.1
211
null
48
1,168
1.3
79
45
67
137
null
2
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
111
80
1
1
0
0
0
1
0
0
0
0
1
0
0
1
1
0
1
1
1
1
6
0
1
1
0
2
11.2
17.4
1.6
302
14.5
392
0.92
81
372
1.1
49
35
48
131
1.48
10
1
0
1
1
1
1
1
0
3
severe
14
high risk
16
4
0
0
0
0
1
2
5
112
59
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2
0
1
0
0
9
12.7
8.5
0.7
362
7.2
250
0.9
147
null
1.1
29
21
30
128
null
14
0
0
0
1
1
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
113
62
1
1
0
1
1
1
0
0
1
0
1
0
0
1
1
0
1
0
0
0
6
0
1
1
0
3
13
9.4
1.9
249
6.6
null
1.83
96.6
372
1
13
28
44
131
null
10
0
0
0
1
1
1
1
0
1
mild
9
high risk
10
2
0
0
0
0
2
2
4
114
74
1
0
0
0
0
0
0
0
1
0
1
0
0
1
1
0
0
0
0
1
4
0
1
1
0
5
12.3
7
0.5
70
5.4
46
1.53
33.9
283
0.9
21
29
28
142
0.062
17
1
0
0
1
1
1
1
0
2
moderate
13
high risk
0
2
0
0
0
0
0
0
1
115
70
2
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
4
0
1
1
0
10
11.7
6.5
1
298
4.9
645
0.43
157
null
0.8
19
28
43
134
null
5
0
0
0
1
0
0
1
0
0
none
1
low risk
10
2
0
0
0
0
2
2
5
116
79
1
0
0
1
1
0
1
0
0
0
0
0
0
1
1
1
1
0
1
1
6
0
1
1
0
3
11.5
7.2
1.2
282
5.8
360
0.86
143.9
270
6.2
80
6
45
134
null
3
1
0
0
1
0
0
0
1
1
mild
3
low risk
1
1
0
0
0
0
0
1
3
117
62
1
0
0
0
1
0
0
0
1
0
1
0
0
1
1
1
1
1
1
0
3
0
1
0
0
5
14.9
7
1
195
5.4
1,089
0.6
48.2
443
0.9
17
26
19
132
null
15
0
0
0
1
1
1
1
0
1
mild
2
low risk
0
2
0
0
0
0
0
0
1
118
76
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
0
1
0
1
0
4
0
1
0
0
7
10.8
14.5
0.6
305
13.2
null
null
null
232
1.2
29
38
34
137
null
2
0
0
0
1
0
1
0
1
1
mild
2
low risk
6
2
0
0
0
0
2
1
3
119
73
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
9.2
4.4
1
203
2.9
1,278
0.4
205
610
1.4
70
135
90
133
0.2
8
1
1
1
1
1
1
1
0
2
moderate
6
moderate risk
0
2
0
0
0
0
0
0
1
120
63
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
5
13.8
2.5
1.2
111
1.25
790
1.2
25
null
1.5
22
19
40
135
1
10
0
0
0
1
1
0
1
0
1
mild
3
low risk
18
4
0
0
0
0
1
1
4
121
55
1
0
0
1
0
0
0
1
1
0
1
0
0
1
1
0
0
0
0
0
4
0
0
1
1
3
14
6.5
0.3
112
6.2
1,213
null
12
null
0.6
17
82
86
138
0.063
17
0
0
0
1
1
1
1
0
1
mild
9
high risk
17
4
0
0
0
0
1
2
5
122
57
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
0
0
0
1
0
1
1
0
4
10.9
40
5.5
370
33.5
null
1.5
null
440
6.5
157
60
68
135
null
5
0
0
0
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
3
2
123
61
1
1
0
0
0
1
0
1
0
0
1
0
0
1
1
0
0
0
0
1
5
0
1
0
0
2
11
19
1.3
300
17.4
1,110
1.2
124
380
1
77
11
18
142
0.8
11
1
0
0
1
1
1
1
0
2
moderate
11
high risk
0
2
0
0
0
0
0
0
1
124
71
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
13.2
6.5
1.5
138
4.2
421
0.38
37
412
0.7
9.5
57
69
135
null
11
0
0
0
1
0
1
0
1
0
none
1
low risk
0
2
0
0
0
0
0
0
1
125
72
2
1
0
0
0
0
0
1
1
0
1
0
0
1
1
0
1
0
1
0
6
0
1
0
0
2
10
6.3
0.9
257
5.1
111
null
28
300
1
16
13
27
136
null
12
0
0
0
1
0
0
0
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
126
70
2
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
3
0
0
1
0
4
9.8
11.3
1.2
113
9.5
85
0.1
180
653
1.4
64
26
27
134
null
13
1
1
1
1
1
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
127
86
1
0
0
0
1
0
0
0
0
0
1
0
0
1
1
1
0
1
1
0
4
0
1
0
0
7
11.6
7.9
1.4
289
6.1
7,300
1.25
106
248
1.6
36
38
76
128
0.7
11
0
0
0
1
1
1
1
0
1
mild
3
low risk
16
4
0
0
0
0
2
2
5
128
72
1
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
1
1
0
4
0
1
1
0
2
11
5.6
0.8
260
4.2
433
1.5
20
358
0.8
12
104
134
128
0.085
13
1
0
0
1
1
1
1
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
129
58
2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2
0
1
0
0
7
8.8
6.8
0.7
298
6
29
0.7
30.7
523
1
28
9
30
137
null
5
0
0
0
1
0
0
0
1
0
none
1
low risk
15
4
0
0
0
0
1
2
4
130
70
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
12.4
7
1.8
342
6
1,324
6.9
82
648
1.9
42
49
51
123
1.2
11
1
0
0
1
1
1
1
0
2
moderate
9
high risk
4
1
0
0
0
0
1
2
5
131
73
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
4
0
1
1
0
5
10.5
6.5
1.5
255
3.4
269
0.9
62
306
1.1
22
33
34
132
null
11
1
0
0
1
1
1
0
1
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
132
81
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
12.9
2.7
1.1
132
1.4
321
1.7
40
249
0.7
20
29
30
128
null
21
1
0
0
1
0
1
1
0
1
mild
3
low risk
2
1
0
0
0
0
1
1
3
133
78
2
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
4
0
0
1
0
5
11.5
9.4
1.1
139
8
1,100
0.87
0.9
350
1.1
29
37
26
143
null
17
0
0
0
1
1
1
0
1
1
mild
3
low risk
1
1
0
0
0
0
1
1
3
134
64
1
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
9.7
3.9
0.6
69
3
31
0.75
7.2
165
0.6
7
21
33
132
null
4
0
0
0
1
0
0
0
0
0
none
6
moderate risk
0
2
0
0
0
0
0
0
1
135
65
2
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
1
1
0
3
0
0
1
0
2
8.8
1.7
0.4
19
0.75
3,900
3.8
36.8
207
1.3
19
21
35
135
0.1
9
1
1
1
1
0
1
0
0
2
moderate
7
high risk
0
2
0
0
0
0
0
0
1
136
70
1
0
0
0
1
0
0
0
0
0
1
0
0
1
1
0
1
1
0
0
3
0
1
1
0
3
14.6
9.1
0.6
233
7.3
426
0.6
110
406
1.3
35
52
84
135
1.2
8
0
0
0
1
1
1
1
0
1
mild
6
moderate risk
1
1
0
0
0
0
1
1
3
137
73
2
0
1
1
1
1
0
0
0
0
0
1
0
1
1
0
0
1
0
1
7
1
1
1
1
1
12
9
1.2
295
7.4
842
0.7
95
184
1.4
34
11
51
132
null
13
1
0
0
1
0
1
0
1
1
mild
4
low risk
0
2
0
0
0
0
0
0
1
138
69
2
0
1
1
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
1
5
0
1
1
0
2
9
15
2.1
110
11.2
null
null
null
null
0.6
16
8
11
142
null
14
0
0
0
1
1
1
1
0
3
severe
11
high risk
5
1
0
0
0
0
1
1
3
139
82
1
1
0
0
1
1
0
1
1
0
1
0
0
1
1
0
1
0
1
0
8
0
1
1
0
2
15.8
5.3
0.8
212
3.9
165
1.5
36
null
1.4
26
19
17
138
null
17
1
0
0
1
0
0
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
140
66
1
0
0
0
0
0
1
0
0
0
0
0
0
1
1
1
1
1
1
0
4
0
1
0
0
5
8.3
8.1
3.2
241
4.9
1,130
0.5
98
370
2.1
29
19
26
136
0.3
7
1
0
0
1
1
1
1
0
2
moderate
6
moderate risk
16
4
0
0
0
0
1
2
5
141
72
1
0
0
1
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
6
0
0
1
0
3
14
9
0.6
130
5.5
1,630
1
45
275
1.7
31
27
55
134
0.4
17
0
0
0
1
0
1
0
1
0
none
1
low risk
0
2
0
0
0
0
0
0
1
142
66
2
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
3
0
1
0
0
2
8.4
13.8
2.9
318
10.4
210
0.9
34
120
0.9
18
32
53
160
null
10
1
0
0
1
0
1
0
1
1
mild
6
moderate risk
8
2
0
0
0
0
1
1
3
143
73
1
0
0
1
0
0
0
0
0
0
1
0
0
1
0
1
1
0
1
0
4
0
1
1
0
5
12.6
14.2
0.5
196
13.6
148
0.7
235
302
1
34
12
20
136
2.9
11
1
1
1
1
1
1
1
0
1
mild
5
moderate risk
0
2
0
0
0
0
0
0
1
144
74
1
0
0
1
1
1
1
0
0
0
1
0
0
1
1
0
0
0
0
1
7
0
1
0
0
13
12.6
15.2
1.5
76
12.55
1,825
9.1
254
587
3.3
166
160
38
152
2.7
2
1
1
1
1
1
1
1
0
3
severe
14
high risk
0
2
0
0
0
0
0
0
1
145
61
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2
0
0
1
0
3
11.3
5.7
1.58
194
4
1,123
0.6
149
373
1.2
21
39
52
125
null
8
1
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
146
63
2
0
1
0
1
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
3
0
1
0
0
7
10.9
7.5
0.6
192
6.8
884
0.9
131
206
1.9
55
43
37
134
0.83
11
1
0
0
1
0
1
0
1
1
mild
6
moderate risk
11
3
0
0
0
0
2
2
5
147
72
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
4
0
1
0
0
2
9.1
19.9
5.5
300
9.4
1,142
3.2
411
null
2.3
94
29
40
125
null
4
1
1
1
1
1
1
1
0
2
moderate
7
high risk
15
4
0
0
0
0
2
1
3
148
83
1
0
0
1
1
0
0
0
0
0
0
1
0
1
1
0
0
0
1
0
6
0
1
1
0
3
10.9
13.9
2.2
197
11
null
null
47
330
1.6
48
75
34
135
null
4
1
1
1
1
1
1
1
0
3
severe
8
high risk
5
1
0
0
0
0
1
2
5
149
60
1
0
0
0
1
1
0
0
1
0
1
0
0
1
1
0
0
0
0
0
4
0
1
1
0
5
12.3
9.2
0.4
324
8.2
358
0.35
287
549
1.5
41
23
40
140
0.217
30
1
1
0
1
1
1
1
0
1
mild
6
moderate risk
15
4
0
0
0
0
2
2
5
150
84
1
0
0
0
1
1
0
0
1
0
1
1
0
1
1
0
0
0
0
0
7
0
1
0
0
2
13.7
6.8
0.8
218
5.7
2,440
null
337
null
1.4
27
38
61
129
null
18
0
0
0
1
1
1
1
0
1
mild
3
low risk
0
2
0
0
0
0
0
0
1
151
60
2
1
1
1
1
1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
6
1
1
0
0
4
11.2
6.8
0.5
276
6.2
2,658
1.9
85
470
1.1
17
24
45
133
null
26
1
1
1
1
1
1
1
0
3
severe
11
high risk
0
2
0
0
0
0
0
0
1
152
56
1
0
0
1
1
0
1
0
0
0
0
0
0
1
1
1
0
1
1
0
4
0
1
1
0
3
13.6
4.8
0.8
191
3.5
6,279
2.6
38
768
9.1
107
18
35
129
1.57
18
1
1
1
1
1
1
1
0
2
moderate
12
high risk
0
2
0
0
0
0
0
0
1
153
80
1
0
0
1
1
1
0
0
1
0
1
1
0
1
1
0
1
0
0
0
8
0
1
0
0
7
16.2
5.8
0.13
188
5.1
702
4.65
203
null
1.7
43
57
48
133
0.175
6
1
1
1
1
1
1
1
0
3
severe
11
high risk
0
2
0
0
0
0
0
0
1
154
68
2
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
2
0
0
1
0
4
13.5
12.3
1.5
253
10.5
null
null
355
304
0.9
25
19
28
137
0.07
13
0
0
0
1
1
1
1
0
0
none
1
low risk
9
2
0
0
0
0
2
1
3
155
66
2
0
1
1
0
1
0
0
0
0
0
0
0
1
1
0
1
1
1
1
5
1
1
1
1
3
11.6
9.5
0.9
120
7.4
116
1.2
86
254
0.7
16
22
44
137
1.2
11
1
1
1
1
0
1
0
1
3
severe
8
high risk
0
2
0
0
0
0
0
0
1
156
65
2
0
0
1
1
0
1
0
0
0
0
1
0
0
1
0
1
0
0
0
6
0
1
0
0
4
13.9
7.4
1.6
113
5.2
1,117
1.33
80
265
1.7
41
209
386
136
1.4
6
1
1
1
1
1
1
1
0
1
mild
5
moderate risk
0
2
0
0
0
0
0
0
1
157
68
1
0
0
1
1
1
0
0
0
0
1
0
0
0
0
1
1
0
0
0
4
0
1
1
0
7
11.8
8.7
0.6
280
7.6
null
null
229
null
1.6
42
23
42
146
2.7
8
1
0
0
1
1
1
1
0
1
mild
8
high risk
10
2
0
0
0
0
2
3
2
158
52
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
1
0
1
1
0
3
12.1
4.7
0.5
200
3.8
502
0.55
143
null
0.9
20
44
53
139
null
11
0
0
0
1
1
1
1
0
1
mild
8
high risk
0
2
0
0
0
0
0
0
1
159
72
2
0
0
1
1
0
0
0
0
0
0
1
0
1
1
0
0
0
1
0
5
0
1
0
0
5
10
20.5
2.9
325
17.2
1,052
2.6
326
null
1.5
80
35
38
137
null
7
1
1
1
1
1
1
1
0
2
moderate
9
high risk
0
2
0
0
0
0
0
0
1
160
75
2
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
1
0
4
0
1
1
1
7
13.9
24
4.5
350
17.5
310
2.1
35
295
0.8
21
65
63
132
1.1
12
0
0
0
1
1
1
1
0
1
mild
3
low risk
9
2
0
0
0
0
2
2
5
161
80
1
0
0
1
1
0
1
0
0
0
1
0
0
0
1
0
0
0
0
1
7
0
1
0
0
2
11.6
1.6
0.7
61
0.7
483
null
98
null
3.7
66
38
77
138
0.26
7
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
162
65
2
0
0
1
1
1
1
0
0
0
0
0
0
0
1
0
0
1
0
1
6
0
1
1
0
3
10.3
12.1
2.9
171
9.5
235.2
null
127.3
190
4.2
94
11
23
127
2.7
3
1
0
0
1
1
1
1
0
3
severe
14
high risk
5
1
0
0
0
0
1
1
3
163
85
2
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
1
8
0
1
0
0
2
9.6
14.2
3.4
68
10.2
1,632
1.5
245
325
4.6
114
21
35
148
1.55
3
1
1
1
1
1
1
1
0
3
severe
14
high risk
0
2
0
0
0
0
0
0
1
164
68
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
1
1
1
0
2
0
1
1
0
5
14.7
3.8
1.3
162
2
354
0.1
22
332
1.1
17
60
69
127
null
9
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
3
2
165
63
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
1
0
2
0
0
1
0
2
12
2.5
1
245
1.2
265
0.5
18
265
0.8
24
37
39
139
null
11
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
166
82
2
0
0
1
1
1
0
0
0
0
0
0
0
1
1
0
1
0
0
0
6
0
1
1
1
3
11.3
3.3
0.9
189
2
91
0.4
3.5
321
1.4
26
23
55
128
null
6
0
0
0
1
0
1
0
1
0
none
1
low risk
3
1
0
0
0
0
1
1
3
167
65
1
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
3
0
1
1
0
3
14.3
5.5
1.2
151
3.4
918
0.99
280
null
2.3
58
58
80
134
null
4
1
1
1
1
1
1
1
0
3
severe
10
high risk
0
2
0
0
0
0
0
0
1
168
70
2
1
0
0
1
1
1
0
0
0
0
0
0
1
1
0
0
0
0
0
7
0
1
0
0
7
9.8
13
0.7
216
11.5
1,337
10
30
null
6.2
107
6
49
146
null
7
1
1
1
1
1
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
169
69
1
0
0
0
1
1
0
0
0
0
0
0
0
1
1
1
1
0
0
0
3
0
1
0
0
3
12
14
1
226
12
106
0.37
63
407
1.1
25
85
92
134
0.03
23
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
170
92
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
5
0
1
0
0
4
10.2
11
1.1
345
8.2
275
0.2
52
325
0.9
68
25
29
135
0.02
3
0
0
0
1
0
0
1
1
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
171
64
1
1
0
0
0
1
0
1
0
0
1
0
0
1
1
0
0
0
0
1
5
0
1
0
0
2
11
19
1.3
300
17.4
1,110
1.2
124
380
1
77
11
18
142
0.8
2
1
1
1
1
1
1
1
0
2
moderate
11
high risk
5
1
0
0
0
0
1
2
4
172
61
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
1
0
0
2
0
1
0
0
15
9.5
11
0.9
280
9.5
350
0.5
70
350
0.8
25
25
29
138
0.01
6
0
0
0
1
0
1
1
0
1
mild
5
moderate risk
0
2
0
0
0
0
0
3
2
173
84
1
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
0
6
0
1
1
0
5
12.4
5.8
1.2
158
4.2
458
0.49
62
389
1.1
24
74
104
142
0.1
4
0
0
0
1
0
0
1
0
1
mild
3
low risk
0
2
0
0
0
0
0
0
1
174
72
2
0
1
1
1
1
0
0
0
0
0
0
0
0
1
0
1
1
1
1
6
1
1
0
0
3
11.1
6.2
1
287
4.1
755
1.1
80
425
0.8
29
34
39
135
0.5
16
1
1
1
1
0
1
1
0
1
mild
3
low risk
0
2
0
0
0
0
0
0
1
175
61
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2
0
1
0
0
8
11.3
4.2
1.4
325
2.4
458
0.8
125
429
1.1
30
14
23
131
0.2
4
0
0
0
1
1
1
1
0
1
mild
3
low risk
0
2
0
0
0
0
0
0
1
176
62
2
0
0
0
1
1
0
0
0
0
0
0
0
1
1
0
1
0
1
0
3
0
1
1
0
7
12.1
6.7
0.8
269
4.5
547
1.2
77.3
292
1
31
21
27
129
1.2
12
1
1
1
1
0
1
0
1
2
moderate
5
moderate risk
8
2
0
0
0
0
1
2
5
177
72
2
0
0
1
0
0
0
0
0
0
0
1
0
1
1
1
1
1
0
1
5
0
1
0
0
3
11.4
11
1.5
400
7.5
2,300
0.5
125
480
4.1
131
41
79
142
1.1
10
0
0
0
1
1
1
1
0
2
moderate
11
high risk
0
2
0
0
0
0
0
0
1
178
68
2
1
0
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
4
0
1
1
0
5
11.3
5.9
0.95
167
4
295
1.6
4.7
255
1.6
41
26
39
127
0.9
4
0
0
0
1
0
1
0
1
1
mild
3
low risk
0
2
0
0
0
0
0
0
1
179
71
2
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
4
0
1
1
0
14
11.1
6.5
1.1
297
5
718
2.4
33
440
0.8
8
38
73
137
0.7
13
0
0
0
1
0
1
1
0
1
mild
5
moderate risk
0
2
0
0
0
0
0
0
1
180
59
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
1
1
0
5
10
4.8
0.9
132
3.2
521
0.49
157
333
1.4
35
13
29
139
1.2
3
1
1
1
1
0
1
1
0
2
moderate
8
high risk
0
2
0
0
0
0
0
0
1
181
57
2
0
0
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
2
0
0
1
0
3
9.3
8.6
1.4
297
5.2
155
0.8
2.3
328
1.5
34
41
45
132
0.4
6
1
0
0
1
0
1
1
0
1
mild
5
moderate risk
0
2
0
0
0
0
0
0
1
182
70
2
0
0
0
1
0
1
0
0
0
0
0
0
1
1
0
1
1
0
0
5
0
0
1
0
4
12.4
3.7
1.1
141
2
285
0.8
22
215
1.1
40
34
38
137
0.05
20
1
1
1
1
1
1
1
0
3
severe
8
high risk
0
2
0
0
0
0
0
0
1
183
64
2
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
0
2
0
0
1
0
2
14.4
8.6
1.4
254
5.1
140
0.7
3.7
540
0.5
13
28
34
139
0.07
13
0
0
0
1
0
1
1
0
1
mild
8
high risk
0
2
0
0
0
0
0
0
1
184
66
2
0
0
1
0
0
0
0
0
1
0
0
0
1
1
1
0
1
1
0
3
0
1
1
0
11
12.3
4.5
0.85
221
3
744
0.5
82
616
0.8
10
41
44
131
0.1
2
0
0
0
1
1
1
0
1
1
mild
3
low risk
13
3
0
0
0
0
1
2
4
185
90
1
0
0
1
1
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
5
0
1
0
0
7
10
13.9
1.8
233
10
334
1
105
701
1.6
66
41
22
135
0.2
10
1
1
1
1
1
1
1
0
2
moderate
12
high risk
10
2
0
0
0
0
1
2
4
186
65
2
1
0
1
1
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
6
0
0
1
0
7
9.9
27
0.27
203
26
135
1.9
162
84
3.9
90
579
3,160
135
1.1
15
1
1
1
1
1
1
1
0
3
severe
14
high risk
0
2
0
0
0
0
0
0
1
187
83
2
0
0
1
1
0
1
0
0
0
0
1
0
1
1
0
0
1
1
0
7
0
1
1
0
3
10.1
9.7
1.2
276
8
349
1.2
89
308
2.3
47
6
26
135
1.4
6
1
0
0
1
0
1
1
0
0
none
1
low risk
11
3
0
0
0
0
1
2
4
188
73
1
0
0
0
1
1
0
0
0
0
1
0
0
0
1
0
0
1
1
0
4
0
1
1
0
2
8.2
2.2
0.4
154
1.5
309
2.06
268
359
2
34
30
60
140
3.69
16
1
1
1
1
1
1
1
0
2
moderate
5
moderate risk
12
3
0
0
0
0
1
2
5
189
72
2
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
1
1
0
3
0
0
1
0
4
10.6
3
0.35
270
2.5
157
0.3
22
268
1.1
19
23
22
132
0.8
30
0
0
0
1
0
0
0
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
190
84
1
0
0
0
1
1
0
0
0
0
0
1
0
0
0
1
0
1
1
0
6
0
1
1
0
3
10.3
8.6
2.1
138
5
3,099
3.31
38
866
1.4
50
35
33
151
0.75
20
1
1
1
1
1
1
1
0
3
severe
12
high risk
0
2
0
0
0
0
0
0
1
191
86
1
0
0
0
1
1
0
0
0
0
1
0
0
1
1
0
0
1
1
0
5
0
1
1
0
2
6.8
9.2
0.4
61
6.5
358
2.59
1.3
796
2
44
39
24
128
1.2
37
1
1
1
1
0
1
1
0
2
moderate
8
high risk
0
2
0
0
0
0
0
0
1
192
60
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
2
0
0
1
0
7
11.3
16.8
2
288
11.5
128
0.7
229
519
0.9
18
15
35
135
0.1
4
1
1
1
1
0
1
0
1
2
moderate
8
high risk
0
2
0
0
0
0
0
0
1
193
71
2
1
0
1
1
1
0
1
0
1
0
0
0
0
1
0
0
1
1
0
7
0
0
1
0
14
8
15.6
1.3
240
12.2
379
0.3
76
186
0.8
20
17
25
134
0.01
12
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
194
64
2
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2
0
0
1
0
7
14
5
0.9
87
3.5
720
0.96
37
570
0.7
17
45
34
136
0.03
14
1
1
1
1
0
1
0
0
2
moderate
8
high risk
0
2
0
0
0
0
0
0
1
195
67
2
0
0
1
1
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
6
0
0
1
0
1
11.5
3.5
0.7
118
2.1
108
0.8
2
187
9.7
73
11
15
134
0.9
3
0
0
0
1
0
1
1
0
0
none
1
low risk
1
1
0
0
0
0
1
1
3
196
69
1
1
0
1
1
1
0
0
0
0
1
0
0
0
1
0
0
1
0
0
5
0
0
0
0
5
11
13.9
0.6
330
11
195
0.3
108
294
1.3
43
8
14
130
0.1
8
0
0
0
1
0
1
1
0
0
none
5
moderate risk
8
2
0
0
0
0
1
1
3
197
76
1
0
0
0
1
1
0
0
0
0
1
1
0
1
1
0
0
1
1
0
5
0
0
1
0
14
10.5
12.5
1.2
289
10
248
0.1
124
354
1.5
45
27
39
138
0.23
9
0
0
0
1
0
1
1
0
0
none
1
low risk
0
2
0
0
0
0
0
0
1
198
62
1
0
0
1
1
0
1
0
0
0
0
0
0
1
1
0
0
1
1
0
5
0
0
0
0
3
14.8
3.9
0.7
131
2.5
1,011
1.65
327
671
3.6
64
41
47
134
1.2
7
1
0
0
1
1
1
1
0
1
mild
6
moderate risk
0
2
0
0
0
0
0
0
1
199
51
1
0
0
0
1
0
0
0
0
0
1
0
0
1
1
0
0
1
1
0
1
0
1
1
0
4
13.6
5.2
0.9
249
4.1
496
0.19
29
385
1
13
24
23
138
0.7
8
0
0
0
1
1
1
1
0
0
none
1
low risk
10
2
0
0
0
0
1
2
4
200
57
2
0
1
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
3
1
1
1
0
2
12.4
11.4
0.85
234
8.5
458
2.9
72
359
0.7
17
28
19
149
0.9
2
0
0
0
1
1
1
1
0
1
mild
3
low risk
7
2
0
0
0
0
1
2
4