id
int64
age
int64
sex
string
hypertension
int64
diabetes
int64
atrial_fibrillation
int64
smoking
int64
hiv_positive
int64
prior_stroke
int64
alcohol_heavy
int64
sickle_cell
int64
stroke_type
string
onset_to_arrival_hrs
float64
arrived_within_4_5hrs
int64
arrived_by_ems
int64
wake_up_stroke
int64
nihss_score
int64
gcs
int64
systolic_bp
int64
blood_glucose
float64
ct_scan_done
int64
ct_within_1hr
int64
stroke_type_confirmed
int64
ecg_done
int64
echo_done
int64
labs_complete
int64
thrombolysis_given
int64
thrombectomy_done
int64
aspirin_given
int64
antihypertensive_given
int64
statin_given
int64
dvt_prophylaxis
int64
dysphagia_screening
int64
ngt_feeding
int64
stroke_unit_admitted
int64
neurologist_consulted
int64
surgical_evacuation
int64
aspiration_pneumonia
int64
dvt_pe
int64
hemorrhagic_transformation
int64
seizure
int64
raised_icp
int64
died_in_hospital
int64
mrs_discharge
int64
rehabilitation_received
int64
los_days
int64
year
int64
601
60
female
1
0
0
0
0
0
0
0
hemorrhagic
4.2
1
0
1
8
15
139
7.5
1
0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,019
602
39
male
0
0
0
1
0
0
0
0
ischemic
5.8
0
0
0
8
15
180
5
0
0
0
1
0
1
0
0
0
1
1
0
1
0
0
1
0
0
1
0
0
0
0
3
0
5
2,023
603
59
male
0
0
0
0
0
0
0
0
ischemic
61.1
0
0
0
7
14
154
3.5
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
0
0
0
0
5
0
8
2,022
604
59
male
1
1
0
0
0
0
0
0
hemorrhagic
8.3
0
0
0
9
12
173
10.8
0
0
0
0
1
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
9
2,019
605
49
male
0
0
1
0
0
0
0
0
hemorrhagic
4.8
0
0
0
37
10
156
3
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
606
37
male
1
0
1
0
0
0
0
0
hemorrhagic
5.3
0
0
0
8
6
132
5.4
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
6
0
0
2,020
607
47
male
1
0
0
0
0
0
0
0
ischemic
3.5
1
0
1
9
10
150
10.1
1
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
3
2,023
608
23
male
0
0
0
1
0
0
0
0
ischemic
7.4
0
0
0
11
10
131
5.4
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
3
2,022
609
84
male
1
0
0
0
0
0
1
0
hemorrhagic
14.8
0
0
0
14
8
204
8.7
1
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5
0
26
2,022
610
65
female
0
1
0
0
0
0
0
0
hemorrhagic
3.2
1
0
0
22
8
167
6.9
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,020
611
56
female
0
0
1
0
0
0
0
1
hemorrhagic
8.2
0
0
0
9
3
172
5.7
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
6
0
3
2,023
612
45
male
1
0
1
0
0
0
0
0
ischemic
13
0
0
0
39
12
201
7.1
0
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
0
0
4
0
7
2,023
613
48
female
0
0
0
0
0
0
0
0
ischemic
1.9
1
0
1
6
6
177
11.4
0
0
0
0
1
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
6
0
8
2,022
614
33
male
1
0
0
0
0
0
0
0
hemorrhagic
13.4
0
0
0
8
8
138
8.6
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
4
0
3
2,021
615
53
female
1
0
0
0
0
0
0
0
ischemic
13.8
0
0
0
5
3
152
10.1
0
0
0
0
0
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
3
1
7
2,022
616
52
male
1
0
0
0
0
0
0
0
hemorrhagic
19.6
0
0
0
16
15
141
16.2
0
0
0
1
0
1
0
0
0
1
0
0
1
0
1
1
0
0
0
0
0
0
0
5
0
8
2,021
617
41
male
1
0
0
0
0
0
0
0
hemorrhagic
18.9
0
0
0
8
8
154
3
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
0
0
0
0
0
0
0
3
0
4
2,019
618
29
male
1
0
0
0
0
0
0
0
ischemic
28.5
0
0
1
25
8
199
6.3
1
0
1
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
5
0
13
2,022
619
49
female
1
0
0
1
0
1
0
0
ischemic
17.5
0
0
1
12
12
134
6.9
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
5
0
12
2,023
620
38
male
1
0
0
0
0
0
0
0
hemorrhagic
21.7
0
0
0
3
15
122
4.6
0
0
0
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
5
0
3
2,021
621
40
male
1
1
0
1
0
0
0
0
ischemic
26.7
0
0
0
20
15
164
4
1
0
1
1
1
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,023
622
66
female
1
0
0
1
0
1
1
0
ischemic
7.8
0
0
0
9
10
147
4
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
1
4
2,019
623
52
female
1
0
0
0
0
1
1
0
hemorrhagic
14.6
0
0
0
12
15
194
6.3
1
0
1
1
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
1
0
1
6
0
0
2,019
624
43
female
0
0
0
0
0
1
0
0
ischemic
43.6
0
0
0
8
14
163
12.3
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
16
2,021
625
93
female
0
0
0
0
0
0
0
0
hemorrhagic
0.8
1
0
0
7
12
169
11.3
1
0
1
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
2
2,023
626
83
male
1
0
0
1
0
0
0
0
hemorrhagic
7.9
0
0
0
5
14
173
8.2
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
6
0
0
2,021
627
39
female
1
1
0
0
0
0
0
0
ischemic
1.8
1
0
0
5
14
183
7.2
1
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
5
0
4
2,020
628
50
male
0
0
0
1
0
0
0
0
ischemic
20
0
0
0
10
14
164
7
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
3
0
9
2,022
629
48
male
1
0
0
0
0
0
0
0
ischemic
3.4
1
0
1
8
6
143
5.8
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
8
2,020
630
59
male
0
1
0
0
0
0
0
0
hemorrhagic
15.7
0
0
0
20
14
115
10.8
1
0
1
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
4
0
5
2,021
631
70
male
1
0
0
0
0
1
0
0
hemorrhagic
17
0
0
0
29
6
222
5.3
0
0
0
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
1
1
6
0
0
2,021
632
58
male
0
0
0
0
0
0
0
0
hemorrhagic
6.3
0
0
1
24
15
192
4.7
0
0
0
1
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
1
0
2
0
4
2,022
633
62
male
0
1
0
0
0
1
0
0
ischemic
9.6
0
0
0
16
15
140
7.6
1
1
1
0
1
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
14
2,021
634
69
female
1
0
0
0
0
0
0
0
ischemic
4.6
0
1
0
4
12
131
8.6
1
0
1
1
0
0
0
0
1
1
1
0
0
0
1
0
0
0
0
0
0
0
0
5
0
3
2,022
635
76
male
0
1
1
0
0
0
1
1
hemorrhagic
11.9
0
0
0
17
12
107
8.2
1
0
1
0
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
636
91
female
0
1
1
0
0
0
0
0
ischemic
9.1
0
0
0
16
8
170
3.7
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,023
637
41
male
1
0
0
0
0
1
0
0
ischemic
3.8
1
0
1
17
14
181
3.8
1
0
1
1
0
0
0
0
1
1
0
0
0
0
0
1
0
1
1
0
0
0
1
6
0
0
2,021
638
88
female
1
0
0
0
0
0
0
0
ischemic
15.7
0
0
0
11
6
174
8.5
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
0
4
2,019
639
71
male
0
0
0
0
1
1
0
0
ischemic
138.8
0
0
0
7
15
108
9.6
1
0
1
0
1
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
1
0
0
6
0
5
2,021
640
37
male
0
0
0
0
0
0
0
0
hemorrhagic
9.7
0
0
0
11
6
201
3.6
1
0
1
0
0
1
0
0
0
1
1
0
0
0
1
1
0
0
0
0
0
0
0
6
0
7
2,023
641
63
female
1
0
1
0
0
1
0
0
ischemic
48.8
0
0
0
13
10
158
4.9
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
642
66
female
1
0
0
0
0
0
1
0
ischemic
16.8
0
0
0
20
3
100
8.6
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
3
0
10
2,022
643
62
male
1
0
0
1
0
0
0
0
ischemic
8.6
0
0
0
16
15
241
6.1
1
1
1
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
644
60
male
1
0
0
0
0
0
0
0
hemorrhagic
7.9
0
1
0
14
10
189
9.5
1
0
1
0
0
1
0
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
1
6
0
0
2,022
645
43
male
0
1
0
0
0
0
0
0
ischemic
14.1
0
0
1
19
15
154
6.2
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
0
0
0
1
0
0
0
1
6
0
0
2,023
646
62
male
1
1
0
0
0
0
0
0
ischemic
10.8
0
0
0
12
12
225
8.2
1
0
1
1
1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
3
1
12
2,020
647
57
male
1
0
1
0
0
0
0
0
ischemic
14.9
0
0
0
18
8
140
5.4
1
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
6
0
0
2,022
648
76
female
1
0
0
0
0
0
0
0
hemorrhagic
5.9
0
0
1
7
15
173
5.7
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
0
3
2,022
649
64
male
1
0
0
0
0
0
0
0
hemorrhagic
17.8
0
0
0
9
8
214
9
0
0
0
1
0
0
0
0
0
1
1
0
1
0
0
1
0
0
0
0
0
0
0
4
0
9
2,022
650
44
male
1
0
0
0
0
0
0
0
hemorrhagic
64.8
0
0
0
4
10
129
11.3
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5
0
6
2,021
651
62
male
1
0
0
0
0
0
0
0
hemorrhagic
9.5
0
0
0
5
3
143
8.2
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
6
2,022
652
59
male
1
0
0
0
0
0
0
0
hemorrhagic
5.1
0
0
1
22
14
168
4.2
0
0
0
1
0
1
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
1
6
0
0
2,019
653
84
female
1
1
0
1
0
0
0
0
ischemic
1.5
1
0
0
7
14
167
5
0
0
0
1
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
5
2,020
654
95
female
1
0
1
0
0
1
0
0
hemorrhagic
11.5
0
0
1
27
15
164
14.2
1
0
1
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,023
655
67
male
1
0
0
0
0
0
0
0
hemorrhagic
5.1
0
0
1
2
15
113
6.7
1
0
1
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
3
0
5
2,022
656
28
female
0
0
0
0
1
1
0
0
hemorrhagic
13.2
0
0
0
5
6
176
8
0
0
0
0
1
1
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
3
0
6
2,020
657
23
female
1
0
0
1
0
1
0
0
hemorrhagic
7.6
0
0
0
7
15
145
7.4
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
5
0
10
2,022
658
78
female
0
0
0
0
0
0
0
0
ischemic
48
0
0
0
9
3
237
8.3
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
3
0
12
2,022
659
61
male
1
1
0
0
0
0
0
0
ischemic
5.5
0
0
1
40
15
148
8
1
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
4
2,020
660
89
male
1
1
0
0
0
0
0
0
hemorrhagic
2.4
1
0
0
14
6
147
7.8
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
661
62
female
1
0
0
1
0
0
0
0
ischemic
11.6
0
0
0
16
15
195
7.1
0
0
0
0
1
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
1
0
0
4
0
7
2,019
662
58
female
0
1
0
0
0
1
0
0
hemorrhagic
12.3
0
0
0
12
10
158
6.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
6
2,019
663
61
male
1
0
1
0
0
0
0
0
ischemic
4.7
0
0
0
10
3
125
6.4
1
0
1
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
0
0
0
0
5
0
13
2,021
664
61
female
1
0
0
0
0
0
0
0
ischemic
7.2
0
0
0
7
3
198
5.2
1
0
1
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
4
2,023
665
57
female
1
0
0
0
0
0
0
0
hemorrhagic
10.8
0
0
0
13
14
174
10.3
1
0
1
0
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
2
0
8
2,023
666
62
male
0
1
0
0
0
1
0
0
ischemic
4.9
0
0
0
20
15
199
5.9
1
0
1
0
1
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
4
0
5
2,019
667
56
male
1
1
0
0
0
0
0
0
ischemic
8.9
0
0
1
6
12
200
6.6
0
0
0
1
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
3
0
24
2,020
668
44
male
1
1
0
0
0
0
0
0
ischemic
25.2
0
0
0
15
6
169
6.6
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
4
1
2
2,019
669
49
male
1
1
0
0
0
0
0
0
ischemic
6
0
0
0
42
8
204
10.6
0
0
0
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
670
59
male
1
0
0
1
0
0
0
0
hemorrhagic
25
0
0
0
17
10
183
5.1
0
0
0
1
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
2
0
10
2,022
671
38
male
1
0
0
1
0
0
0
0
ischemic
3.1
1
0
1
3
8
127
9.6
1
0
1
1
0
0
0
0
1
0
1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
10
2,020
672
51
female
1
0
0
0
0
0
0
0
ischemic
17
0
0
0
13
8
127
5.5
0
0
0
0
0
0
0
0
1
1
1
0
1
0
1
0
0
0
0
0
0
0
0
2
0
2
2,023
673
61
female
1
0
0
0
0
0
0
0
ischemic
6.7
0
0
1
16
15
142
5.2
1
0
1
1
1
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
4
2,023
674
20
male
1
0
0
0
0
0
0
0
ischemic
27
0
0
0
8
14
161
11.3
1
0
1
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
9
2,020
675
62
male
0
0
0
0
0
1
0
0
hemorrhagic
14
0
0
1
9
15
203
6.2
0
0
0
1
1
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,019
676
51
female
1
0
0
1
0
1
1
0
ischemic
17.1
0
0
0
19
8
184
3
0
0
0
0
0
1
0
0
1
1
1
0
0
1
0
0
0
0
0
0
0
0
0
3
0
3
2,019
677
47
male
1
0
0
0
1
0
0
0
ischemic
5.9
0
0
0
15
6
230
6.7
0
0
0
0
0
0
0
0
1
0
1
0
0
1
1
0
0
0
0
0
1
0
0
0
0
4
2,020
678
61
female
0
0
0
0
0
0
0
0
hemorrhagic
74.3
0
0
0
19
15
169
5.5
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
4
1
4
2,021
679
85
male
1
1
0
0
0
1
0
0
ischemic
11.9
0
0
0
3
12
172
7.2
0
0
0
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
6
2,021
680
30
male
1
0
0
0
1
0
0
0
hemorrhagic
16.3
0
0
0
11
12
171
6
1
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
8
2,021
681
60
female
1
0
0
0
0
0
1
0
hemorrhagic
21.2
0
0
1
4
12
181
12.4
1
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
7
2,023
682
60
male
1
0
0
0
0
0
1
0
hemorrhagic
19.3
0
0
0
5
6
191
7.6
0
0
0
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
1
0
0
0
0
4
0
10
2,020
683
39
female
1
0
0
1
0
1
0
0
hemorrhagic
8.2
0
0
0
15
15
185
3.4
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
684
28
male
1
0
0
0
0
0
0
0
hemorrhagic
88.1
0
1
0
42
10
139
4.7
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
6
0
7
2,021
685
61
male
1
1
0
0
1
1
0
0
ischemic
10
0
0
0
3
10
233
7.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,023
686
93
female
1
0
0
0
0
1
1
0
hemorrhagic
5.1
0
0
1
13
8
153
12.4
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
1
0
0
0
0
1
6
0
0
2,019
687
87
female
1
0
0
0
0
0
0
0
hemorrhagic
9.8
0
0
0
9
14
156
3.1
1
0
1
0
1
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
4
0
7
2,019
688
69
male
1
0
0
0
0
0
0
0
hemorrhagic
7.2
0
0
0
7
12
139
8.6
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
2
0
4
2,022
689
54
female
1
0
0
0
0
0
0
0
hemorrhagic
7.1
0
0
0
25
6
170
7.5
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
6
0
0
2,020
690
63
female
0
0
0
0
0
0
1
0
hemorrhagic
0.9
1
0
0
32
14
167
9.3
1
1
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
5
0
5
2,023
691
33
male
1
0
0
0
0
1
0
0
ischemic
13.9
0
1
1
5
8
166
5.2
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
5
2,021
692
91
male
0
0
0
0
0
0
0
0
ischemic
13
0
0
0
16
15
159
4.8
1
0
1
1
1
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
693
53
female
1
0
1
0
0
1
0
0
hemorrhagic
8.3
0
0
1
11
15
185
4.5
1
0
1
1
0
1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
6
0
3
2,020
694
83
male
1
0
1
0
0
0
0
0
ischemic
5.8
0
0
0
12
10
146
4.2
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
3
1
11
2,020
695
45
female
1
0
0
1
0
0
0
0
hemorrhagic
22.3
0
0
0
41
15
158
5.5
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
696
55
female
1
0
0
0
0
0
0
0
hemorrhagic
14.5
0
0
0
5
3
172
3
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
2
2,020
697
32
female
0
0
0
1
0
0
1
0
ischemic
9.9
0
0
0
24
15
158
4.3
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
4
0
22
2,019
698
74
female
1
0
0
1
0
1
1
0
ischemic
9.9
0
0
0
17
12
157
20
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
4
0
5
2,022
699
46
male
1
0
0
0
0
0
0
0
ischemic
19.3
0
0
0
12
6
180
6.7
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
4
0
5
2,022
700
65
female
1
1
0
0
0
0
0
0
ischemic
6.3
0
0
0
5
6
211
7.4
1
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6
0
3
2,023