ID
int64
1
9.11k
age
float64
18
102
death
int64
0
1
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
d.time
int64
3
2.03k
dzgroup
stringclasses
8 values
dzclass
stringclasses
4 values
num.co
int64
0
9
edu
float64
0
31
income
stringclasses
4 values
scoma
float64
0
100
charges
float64
1.17k
1.44M
totcst
float64
0
633k
totmcst
float64
-102.72
711k
avtisst
float64
1
83
race
stringclasses
5 values
sps
float64
0.2
99.2
aps
float64
0
143
surv2m
float64
0
0.97
surv6m
float64
0
0.95
hday
int64
1
148
diabetes
int64
0
1
dementia
int64
0
1
ca
stringclasses
3 values
prg2m
float64
0
1
prg6m
float64
0
1
dnr
stringclasses
3 values
dnrday
float64
-88
285
meanbp
float64
0
195
wblc
float64
0
200
hrt
float64
0
300
resp
float64
0
90
temp
float64
31.7
41.7
pafi
float64
12
890
alb
float64
0.4
29
bili
float64
0.1
63
crea
float64
0.1
21.5
sod
float64
110
181
ph
float64
6.83
7.77
glucose
float64
0
1.09k
bun
float64
1
300
urine
float64
0
9k
adlp
float64
0
7
adls
float64
0
7
sfdm2
stringclasses
5 values
adlsc
float64
0
7.07
5,101
78.89697
0
female
0
9
670
CHF
COPD/CHF/Cirrhosis
2
11
under $11k
0
21,818
12,756.3516
13,824
13
white
15.599609
16
0.86792
0.781982
1
0
0
no
null
null
no dnr
9
66
7
110
32
36.69531
226.0625
3.199707
null
0.5
138
7.379883
260
8
4,525
0
0
no(M2 and SIP pres)
0
5,102
40.80798
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
60,445
34,727.7812
36,611
53
white
26.699219
44
0.834961
0.777954
2
0
0
no
null
null
no dnr
7
122
9.798828
55
14
39.5
151.40625
3
1.199951
0.799927
140
7.5
291
13
2,505
null
0
<2 mo. follow-up
0
5,103
72.02997
1
male
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
0
3
under $11k
0
109,406
66,974.1875
64,869
40.75
black
39.59375
86
0.417969
0.29895
1
0
0
no
0.5
0.4
dnr after sadm
28
63
11
74
42
38.59375
374.9375
2.5
0.299988
4.699219
145
7.40918
87
113
847
null
0
<2 mo. follow-up
0
5,104
60.90298
1
male
0
76
253
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$11-$25k
0
275,754
160,613.25
191,746
42
white
29.597656
48
0.623901
0.519897
4
0
0
yes
null
null
no dnr
76
103
10.099609
55
10
35.39844
null
null
0.899902
0.799927
136
null
152
14
null
null
0
null
0
5,105
46.38998
0
female
0
19
667
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
41
60,434
35,845.125
34,689
31
black
28.097656
46
0.687988
0.595947
1
1
0
no
0.8
0.7
no dnr
19
108
8.699219
110
36
36.19531
55
null
11
1.199951
148
7.479492
93
31
6,590
null
6
SIP>=30
6
5,106
75.034
0
female
0
16
668
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
under $11k
0
33,122
21,182.2344
22,587
15.666664
white
21.898438
39
0.803955
0.738892
1
0
0
no
0.85
0.75
no dnr
16
62
5.199219
130
52
32.09375
144
2.699707
5.899414
1.699951
137
7.369141
42
74
1,145
null
1
no(M2 and SIP pres)
1
5,107
63.17297
1
female
0
6
375
Colon Cancer
Cancer
1
16
>$50k
0
10,983
6,165.0703
4,119
16
white
7.199219
9
0.914917
0.80188
1
0
0
metastatic
0.8
0.6
no dnr
6
105
19.398438
75
28
36
170
null
0.799927
1.399902
148
7.40918
283
64
1,470
0
null
no(M2 and SIP pres)
0.494751
5,108
65.89697
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
3
7
under $11k
9
58,303
34,019
31,352
33
white
34.09375
68
0.472961
0.353943
10
1
0
no
0.2
0.2
dnr after sadm
5
107
5.199219
108
20
36.5
257.125
3.799805
0.5
1.199951
128
7.469727
105
33
1,025
null
6
<2 mo. follow-up
6
5,109
74.81494
1
male
0
6
347
Colon Cancer
Cancer
1
8
under $11k
0
8,861
4,987.0117
3,160
12
white
13.5
9
0.843994
0.656982
1
0
0
metastatic
0.8
0.5
no dnr
6
73
4.799805
75
20
36.29688
257.125
3.399902
0.399963
1.099854
138
7.429688
99
13
2,225
0
0
no(M2 and SIP pres)
0
5,110
60.41599
0
female
0
37
665
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
9
105,918
66,441.9375
62,850
29
white
27.796875
32
0.737915
0.655884
1
0
0
no
0.6
0.6
no dnr
37
127
15.099609
125
32
38.39844
204.0625
null
null
1.299805
145
7.459961
191
19
900
null
7
no(M2 and SIP pres)
7
5,111
55.84399
0
male
0
27
665
ARF/MOSF w/Sepsis
ARF/MOSF
1
5
under $11k
9
40,892
27,040.8281
25,830
12.5
black
19.097656
46
0.862915
0.814941
2
0
0
no
0.8
0.7
no dnr
27
100
8.398438
72
32
38.39844
292
3.299805
0.399963
0.899902
133
7.469727
93
23
null
0
null
null
0.494751
5,112
43.05798
1
male
0
4
250
Lung Cancer
Cancer
1
12
$25-$50k
0
9,909
5,033.582
3,959
12
white
20.398438
14
0.692993
0.401978
1
0
0
metastatic
0.8
0.6
no dnr
4
105
11.898438
55
12
36.79688
118.45312
3.199707
0.599976
0.899902
142
7.449219
133
30
3,840
0
0
no(M2 and SIP pres)
0
5,113
55.26099
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
0
24,646
14,752.6719
12,783
21.5
white
22.296875
38
0.684937
0.591919
1
0
0
metastatic
0.2
0.1
dnr after sadm
6
58
18.796875
55
24
38.29688
169.375
1.599854
0.399963
1
131
7.369141
177
21
1,520
null
6
<2 mo. follow-up
6
5,114
57.06998
1
male
1
35
35
MOSF w/Malig
ARF/MOSF
1
14
>$50k
41
157,909
92,457.75
87,630
43.75
white
33.796875
56
0.089996
0.035995
14
0
0
metastatic
0.4
0.2
dnr after sadm
16
70
14.599609
96
22
35.59375
252.15625
null
null
0.799927
125
7.419922
209
11
2,100
null
0
<2 mo. follow-up
0
5,115
60.32898
0
male
0
15
663
ARF/MOSF w/Sepsis
ARF/MOSF
1
24
null
0
49,023
29,819.8281
30,906
29.666656
white
35.296875
41
0.612915
0.506958
1
0
0
no
null
null
no dnr
15
113
3.699707
100
12
36.59375
null
2.899902
null
0.899902
134
null
209
9
2,970
null
0
no(M2 and SIP pres)
0
5,116
75.32098
1
female
1
19
19
Coma
Coma
2
null
under $11k
41
71,949
null
null
33.666657
black
21
30
0.490967
0.418945
1
0
0
no
0.8
0.75
dnr after sadm
12
113
7
80
20
38.19531
null
2.799805
1.199951
1.199951
134
null
117
28
900
null
2
<2 mo. follow-up
2
5,117
66.935
1
male
0
38
200
MOSF w/Malig
ARF/MOSF
1
null
null
9
70,401
42,746.9688
42,579
17.25
white
26.796875
54
0.415955
0.296997
10
0
0
metastatic
0.5
0.3
dnr after sadm
12
77
3.599609
75
24
35.59375
360
3.199707
2.199707
3.799805
135
7.369141
161
101
780
null
null
null
3.121582
5,118
53.577
0
female
0
58
661
Coma
Coma
4
12
null
37
123,391
72,837.125
80,034
26
black
21.398438
26
0.599976
0.535889
14
1
0
no
0.6
0.5
no dnr
58
118
12.699219
125
24
36.89844
203.3125
null
0.5
0.599976
138
7.459961
203
37
2,535
null
4
adl>=4 (>=5 if sur)
4
5,119
64.86798
1
male
0
4
140
COPD
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
8,329
5,168.0312
4,771
7
white
16
17
0.875
0.792969
1
1
0
yes
null
null
no dnr
4
75
24.5
80
24
38
293.3125
2.5
0.799927
1.699951
133
7.379883
10
192
null
null
0
no(M2 and SIP pres)
0
5,120
78.54596
1
female
1
7
7
Coma
Coma
2
8
under $11k
61
32,912
null
null
26.5
black
40.59375
63
0
0
12
1
0
yes
0.01
0
dnr after sadm
5
118
19
125
46
38.79688
240
null
1.199951
0.5
143
7.429688
212
3
4,445
null
6
<2 mo. follow-up
6
5,121
66.57098
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
100
61,060
35,093.3125
36,950
41
white
28
61
0.201996
0.108994
6
1
0
no
0
0
dnr after sadm
4
103
7.399414
85
22
36.89844
null
null
0.399963
1.299805
140
null
95
24
null
null
null
<2 mo. follow-up
3.190918
5,122
49.52798
0
female
0
11
659
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
0
66,030
37,520.5625
38,252
32
white
23.5
27
0.829956
0.771973
5
0
0
no
0.9
0.6
no dnr
11
78
12.699219
115
42
38.69531
236.65625
3
3.899902
3.299805
148
7.419922
174
96
1,000
null
0
no(M2 and SIP pres)
0
5,123
70.32196
1
male
0
15
467
ARF/MOSF w/Sepsis
ARF/MOSF
3
4
under $11k
0
53,749
29,518.1562
27,179
29.666656
white
53
78
0.017998
0.004
6
1
0
yes
0.5
0.2
no dnr
15
30
7.799805
135
33
40.59375
305
null
null
5.799805
144
7.319336
90
54
140
null
0
no(M2 and SIP pres)
0
5,124
34.168
1
female
1
41
41
Coma
Coma
1
11
under $11k
44
63,687
39,086.125
42,579
23.5
black
14.5
16
0.855957
0.826904
3
0
0
no
null
null
dnr after sadm
34
100
11.599609
120
28
36.59375
null
2.699707
0.5
0.599976
141
null
61
17
null
null
0
<2 mo. follow-up
0
5,125
63.66599
1
male
0
32
415
Coma
Coma
1
14
null
44
56,792
36,616.5
39,677
20.25
black
19.796875
38
0.61792
0.554932
1
1
0
no
0.3
0.3
no dnr
32
38
71.890625
145
12
38.69531
104.28125
1.599854
0.299988
2.5
145
7.379883
85
28
1,110
null
0
adl>=4 (>=5 if sur)
0
5,126
59.29099
0
male
0
6
659
COPD
COPD/CHF/Cirrhosis
1
11
under $11k
0
4,828
3,260.1367
3,606
8
black
17.296875
24
0.907959
0.845947
1
0
0
no
0.9
0.8
no dnr
6
132
11.298828
155
10
36.29688
147.5
1.5
3.799805
2.399902
133
7.359375
60
31
1,120
0
null
no(M2 and SIP pres)
0.494751
5,127
62.29199
0
female
0
9
658
CHF
COPD/CHF/Cirrhosis
3
5
null
0
8,323
6,026.5977
6,719
15.5
black
15.5
40
0.907959
0.843994
1
1
0
no
null
null
no dnr
9
112
18.699219
95
26
38.39844
106.65625
null
null
3.099609
152
7.349609
362
86
1,790
1
4
no(M2 and SIP pres)
4
5,128
68.08197
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
under $11k
61
57,265
32,837.0625
35,035
35.5
black
28.5
58
0.257996
0.152985
12
0
0
yes
0.3
0.25
dnr before sadm
-2
55
11.199219
75
40
36
189.78125
2.299805
null
1.5
135
7.489258
88
22
695
null
0
<2 mo. follow-up
0
5,129
73.71399
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
80,540
43,399.2812
47,371
46
white
35.296875
60
0.398987
0.279968
3
0
0
yes
0.1
0
no dnr
7
69
5.599609
76
14
35.59375
null
2.899902
0.5
0.599976
133
null
90
4
null
null
5
<2 mo. follow-up
5
5,130
48.25497
1
male
0
13
395
Colon Cancer
Cancer
1
16
null
0
23,651
13,812.6797
12,455
11.5
white
29.398438
19
0.631958
0.320984
1
0
0
metastatic
0.7
0.3
no dnr
13
48
8.298828
65
8
37.89844
247.5
2.399902
null
1.599854
138
7.459961
165
70
97.5
1
6
no(M2 and SIP pres)
6
5,131
37.20697
1
male
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
3
9
null
41
111,985
null
null
43
black
24.199219
31
0.780884
0.709961
2
0
0
no
0.5
0.3
dnr after sadm
15
74
7.899414
74
20
37.69531
null
null
null
0.599976
134
null
80
4
null
null
1
<2 mo. follow-up
1
5,132
83.29895
1
female
0
24
146
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
9
15,835
12,287.8438
12,138
5.666664
black
15.898438
23
0.833984
0.727905
1
0
1
no
0.8
0.6
no dnr
24
45
2.899902
125
26
38.09375
80
4.099609
25.296875
5.699219
146
7.239258
55
60
5
null
1
no(M2 and SIP pres)
1
5,133
70.95099
1
male
1
37
37
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
44
76,564
45,860.5312
47,719
29.25
white
29.898438
52
0.480957
0.362976
1
0
0
no
0.2
0.5
dnr after sadm
13
62
10.099609
195
12
38.39844
131.09375
1.5
1.899902
2
138
7.379883
112
54
1,217
null
0
<2 mo. follow-up
0
5,134
79.78595
1
female
1
8
8
CHF
COPD/CHF/Cirrhosis
4
10
null
0
6,594
4,640.9648
5,491
24.5
white
20.296875
37
0.80896
0.690918
1
1
0
no
null
null
no dnr
8
115
13.099609
105
32
38.29688
284
null
null
0.699951
138
7.449219
94
6
3,020
0
0
<2 mo. follow-up
0
5,135
55.59998
0
male
0
11
655
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
9
36,284
null
null
26
white
14.798828
12
0.907959
0.875
1
0
0
no
0.75
0.6
no dnr
11
128
14.099609
75
12
37.69531
188.5625
3
0.599976
0.599976
143
7.419922
181
22
2,640
0
0
adl>=4 (>=5 if sur)
0
5,136
39.23099
0
female
0
37
655
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
9
159,687
95,423.4375
87,275
43
white
33.09375
88
0.73291
0.650879
1
0
0
no
null
null
no dnr
37
130
15.699219
55
40
37.5
371.375
null
null
1.5
137
7.429688
156
36
1,225
null
0
no(M2 and SIP pres)
0
5,137
35.32098
1
male
1
25
25
Coma
Coma
0
14
under $11k
55
192,755
null
null
34
black
23.699219
30
0.60498
0.540894
34
0
0
no
0.1
0
no dnr
25
153
13
110
24
35.09375
140.8125
3.899902
null
1.299805
136
7.40918
205
49
4,230
null
0
<2 mo. follow-up
0
5,138
66.81494
1
female
1
20
20
MOSF w/Malig
ARF/MOSF
1
14
null
0
65,242
38,550.9375
37,962
24
white
27.097656
58
0.540894
0.425964
9
0
0
yes
0.5
0.5
dnr after sadm
16
105
8.199219
65
14
35.09375
385.6875
null
0.399963
1.899902
139
7.489258
231
52
1,950
null
3
<2 mo. follow-up
3
5,139
58.85797
1
male
0
21
90
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
9
47,752
30,081.6094
32,939
14.333328
black
24.398438
36
0.747925
0.668945
8
1
0
no
0.7
0.7
no dnr
21
142
14.599609
135
10
38.69531
388
null
0.599976
0.699951
146
7.429688
108
5
3,100
null
7
adl>=4 (>=5 if sur)
7
5,140
47.65799
0
male
0
12
652
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
0
26,875
15,939.4609
16,254
16
black
28.597656
59
0.785889
0.715942
2
0
0
no
0.95
0.95
no dnr
12
118
5.199219
65
6
36.5
396
3.199707
0.5
0.699951
139
7.509766
132
null
2,675
0
0
no(M2 and SIP pres)
0
5,141
68.87897
0
male
0
21
652
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
15,410
11,309.7656
11,194
6
white
16.097656
12
0.887939
0.813965
1
1
0
no
null
null
no dnr
21
72
6.099609
105
14
36.19531
290
null
1.099854
1.199951
135
7.449219
117
20
5,460
null
0
adl>=4 (>=5 if sur)
0
5,142
71.92096
0
female
0
26
652
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
99,233
57,108.9688
59,108
34.5
white
21.398438
45
0.782959
0.712891
2
0
0
no
0.5
0.4
no dnr
26
52
24
115
18
37.89844
98.32812
2
null
0.799927
133
7.399414
129
34
1,290
null
0
no(M2 and SIP pres)
0
5,143
77.18799
1
male
0
32
90
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
50,610
31,015.6094
32,517
19.75
black
19.699219
15
0.789917
0.721924
2
0
0
no
null
null
no dnr
32
70
12.199219
116
20
36.69531
null
null
null
0.899902
139
null
71
15
null
null
0
adl>=4 (>=5 if sur)
0
5,144
52.22998
0
male
0
23
650
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
>$50k
0
48,448
27,241.3438
21,755
20.333328
white
22.796875
34
0.848999
0.795898
2
0
0
no
0.5
0.5
no dnr
23
143
7.199219
55
22
36.29688
226.0625
3.799805
0.5
0.799927
144
7.399414
122
23
null
7
7
adl>=4 (>=5 if sur)
7
5,145
72.909
1
male
1
7
7
Coma
Coma
2
3
under $11k
100
53,008
30,680.5156
31,262
34.5
white
27.699219
63
0.028
0.012999
11
1
0
no
0.05
0.05
dnr after sadm
4
117
2.399902
165
53
39.69531
132.5
3.099609
0.5
1.199951
133
7.359375
157
10
4,550
null
1
<2 mo. follow-up
1
5,146
72.96899
0
male
0
15
650
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$11-$25k
0
28,292
17,936.1094
17,885
9
white
25.5
33
0.725952
0.640991
3
1
0
no
0.6
0.6
no dnr
15
105
17.097656
120
30
39.19531
192.5
2.399902
2.399902
0.5
137
7.399414
97
7
6,869
null
1
no(M2 and SIP pres)
1
5,147
65.03796
1
male
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
$11-$25k
0
68,227
38,085.5312
41,467
35
white
24.796875
54
0.795898
0.727905
1
0
0
no
0.9
0.85
dnr after sadm
15
69
0.699951
108
24
38.39844
null
null
null
0.5
142
null
70
4
null
null
1
<2 mo. follow-up
1
5,148
53.36899
0
female
0
26
649
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
74,535
42,580.4375
41,409
25.25
black
29.699219
43
0.761963
0.685913
1
1
0
no
0.9
0.9
no dnr
26
68
7
65
24
36.39844
null
null
0.5
0.799927
136
null
124
13
1,550
null
null
no(M2 and SIP pres)
2.134766
5,149
70.935
0
female
0
9
649
COPD
COPD/CHF/Cirrhosis
1
15
>$50k
9
9,011
5,791.9414
6,667
7.5
white
19.699219
30
0.819946
0.706909
1
0
0
no
0.7
0.5
dnr after sadm
4
112
23.796875
120
12
38.5
283.3125
2.599609
1.599854
3
145
7.259766
82
58
1,490
5
5
no(M2 and SIP pres)
5
5,150
74.86395
1
female
1
41
41
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$25-$50k
0
293,806
168,017
171,702
36.25
white
26.898438
44
0.542969
0.428955
42
0
0
yes
0
0
dnr after sadm
41
42
16.898438
145
45
38.59375
210
null
0.399963
7.5
139
7.419922
507
101
15
null
6
<2 mo. follow-up
6
5,151
71.64099
1
male
0
6
52
Coma
Coma
1
12
under $11k
100
6,228
4,059.707
4,164
9
white
20.199219
28
0.246979
0.181
1
0
1
no
0.7
0.5
dnr after sadm
1
57
14.099609
115
10
39.5
118.32812
2.299805
0.699951
0.699951
141
7.439453
281
20
3,545
null
7
<2 mo. follow-up
7
5,152
29.65599
1
male
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
17
$11-$25k
0
281,407
160,268.5
143,505
37.666657
black
37.59375
64
0.619995
0.515991
40
0
0
no
0.2
0.2
dnr after sadm
16
68
16.398438
105
36
38.69531
110
null
0.5
0.799927
146
7.5
243
18
3,480
null
0
<2 mo. follow-up
0
5,153
51.73398
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
100
24,569
14,623.6016
15,029
52
white
43.296875
105
0.035995
0.009998
1
0
0
no
0.5
0.4
dnr after sadm
2
58
9.5
115
30
38.29688
202.84375
2.5
0.5
0.899902
149
7.399414
137
25
2,370
null
0
<2 mo. follow-up
0
5,154
56.29797
0
male
0
64
646
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
227,291
151,162.875
154,709
46
white
41.695313
47
0.465942
0.346985
1
1
0
no
0.7
0.65
no dnr
64
101
6.799805
80
16
37.79688
null
3.899902
0.199982
1.099854
142
null
175
11
null
null
1
SIP>=30
1
5,155
49.26199
1
male
0
13
175
Cirrhosis
COPD/CHF/Cirrhosis
4
10
under $11k
0
15,670
10,045.3906
13,425
5
white
21.097656
48
0.830933
0.723999
1
1
0
no
0.95
0.9
no dnr
13
62
15.599609
35
33
35
190
2.599609
null
2.699707
138
7.369141
224
134
240
5
3
SIP>=30
3
5,156
61.46698
1
male
1
9
9
Lung Cancer
Cancer
2
null
null
0
13,209
7,907.5664
8,379
7
white
12.599609
12
0.791992
0.559937
1
0
0
metastatic
0.8
0.5
dnr after sadm
9
75
6.799805
67
20
36.19531
null
3.599609
0.399963
1
140
null
98
13
5,700
0
0
<2 mo. follow-up
0
5,157
92.73096
1
female
0
32
461
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
$11-$25k
26
91,653
56,649.7812
61,899
20
black
22.199219
23
0.438965
0.31897
19
0
0
yes
null
null
dnr after sadm
19
65
10.298828
115
27
39.09375
146
2.799805
0.199982
0.399963
137
7.439453
139
11
2,174
null
0
adl>=4 (>=5 if sur)
0
5,158
60.63797
1
female
1
26
26
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
145,919
null
null
32.25
white
16.796875
23
0.895996
0.858887
1
0
0
no
0.9
0.85
dnr after sadm
20
142
10.699219
72
26
38
246.65625
null
null
10.599609
136
7.429688
84
52
615
0
1
<2 mo. follow-up
1
5,159
56.59399
1
female
0
9
128
MOSF w/Malig
ARF/MOSF
2
16
null
0
21,295
12,869.1562
13,625
16
black
31.199219
47
0.428955
0.309998
2
0
0
metastatic
null
null
no dnr
9
68
9.398438
102
16
36.39844
null
3.399902
0.399963
0.5
141
null
88
5
7,455
1
0
adl>=4 (>=5 if sur)
0
5,160
63.02298
0
female
0
16
643
CHF
COPD/CHF/Cirrhosis
3
13
$25-$50k
0
21,498
13,531.0625
12,646
20.333328
white
17.398438
27
0.890991
0.816895
1
0
0
no
null
null
no dnr
16
68
10
110
29
37.79688
270
2.299805
0.399963
1.599854
154
7.339844
119
38
2,795
0
0
no(M2 and SIP pres)
0
5,161
60.90097
1
female
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
null
9
99,519
null
null
39
white
44.09375
82
0.204987
0.110992
2
0
0
yes
0.5
0.25
dnr after sadm
12
62
2.799805
175
20
37.89844
133.3125
2.599609
1.199951
2.199707
140
7.40918
185
54
4,155
null
6
<2 mo. follow-up
6
5,162
63.92099
1
female
0
3
353
COPD
COPD/CHF/Cirrhosis
3
8
null
0
3,315
2,266.6445
2,414
12
white
22.199219
37
0.807983
0.689941
1
0
0
yes
0.5
0.25
no dnr
3
65
3.399902
105
36
37.89844
126.51562
null
1
2.299805
132
7.369141
107
37
2,325
null
null
no(M2 and SIP pres)
2.53418
5,163
55.85999
0
female
0
25
642
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
37
79,183
null
null
30.25
white
23.097656
53
0.753906
0.675903
1
0
0
no
0.8
0.75
no dnr
25
70
6.599609
65
30
35
223.3125
2.899902
null
1.399902
136
7.40918
92
34
2,530
null
0
no(M2 and SIP pres)
0
5,164
54.021
1
male
0
3
536
Lung Cancer
Cancer
2
11
$11-$25k
0
null
1,357.7764
1,846
5
white
30.796875
17
0.386963
0.094986
1
0
0
metastatic
0.8
0.5
no dnr
3
78
2.5
105
20
36
214.28125
1.599854
1.899902
1.399902
142
7.40918
132
40
200
2
2
no(M2 and SIP pres)
2
5,165
64.49799
0
male
0
49
641
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
41
148,554
83,934.25
96,493
30.25
white
32.898438
43
0.392944
0.273987
4
0
0
no
0.8
0.75
no dnr
49
72
18.398438
85
19
36.39844
180
2.599609
null
1.5
134
7.429688
166
39
5,778
null
0
no(M2 and SIP pres)
0
5,166
60.86798
0
male
0
6
641
CHF
COPD/CHF/Cirrhosis
2
4
under $11k
0
9,822
6,247.3242
6,229
23
white
17.097656
18
0.897949
0.828979
1
0
0
no
0.9
0.6
no dnr
6
100
20.296875
84
20
37
498
null
null
0.899902
143
7.279297
102
26
2,660
2
null
adl>=4 (>=5 if sur)
1.838867
5,167
55.17899
0
male
0
106
640
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
26
573,218
320,278
339,372
37.75
black
25.898438
34
0.641968
0.540894
57
0
0
no
null
null
no dnr
106
35
13.398438
145
34
39
237.125
null
null
1.699951
146
7.389648
114
39
845
null
0
null
0
5,168
47.84399
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
100
34,109
null
null
33
other
21.398438
22
0.55188
0.438965
3
1
0
no
0
0
dnr after sadm
2
117
10
75
40
38.39844
260
null
11.599609
2.599609
141
7.479492
250
63
1,950
null
0
<2 mo. follow-up
0
5,169
53.51099
1
female
0
18
88
Lung Cancer
Cancer
1
20
>$50k
0
36,304
21,369.9688
19,303
11.666664
white
15
13
0.767944
0.519897
1
0
0
metastatic
0.8
0.6
no dnr
18
115
15.898438
125
45
38.5
233.3125
2.599609
null
0.699951
137
7.439453
132
6
3,555
2
null
adl>=4 (>=5 if sur)
1.838867
5,170
78.64795
0
female
0
6
637
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
null
0
43,537
25,966.8438
29,665
11
white
14.699219
16
0.8479
0.795898
6
1
0
no
0.95
0.9
no dnr
6
38
3.599609
130
8
34.79688
152
2
0.699951
2.099609
130
7.429688
33
24
3,280
0
0
no(M2 and SIP pres)
0
5,171
41.11697
0
female
0
27
637
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
9
113,278
66,799.8125
68,660
27
black
16.5
24
0.890991
0.851929
16
0
0
no
0.5
0.5
no dnr
27
126
4.199219
70
26
38.09375
371.375
null
null
1.299805
137
7.369141
87
7
2,800
null
1
adl>=4 (>=5 if sur)
1
5,172
79.37897
0
male
0
17
637
Coma
Coma
0
null
null
41
169,122
99,286.75
100,516
33.666657
white
16.597656
28
0.440979
0.366943
41
0
0
no
null
null
no dnr
17
136
7.099609
45
12
38
286.625
2.799805
null
2
137
7.389648
288
31
1,715
null
null
null
1.862061
5,173
55.61899
0
male
0
17
637
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
null
41
32,806
null
null
12.666664
white
17.296875
14
0.762939
0.68689
3
1
0
yes
0.75
0.6
no dnr
17
120
5.299805
60
26
36.19531
276
null
0.399963
1
144
7.379883
194
18
2,250
null
1
no(M2 and SIP pres)
1
5,174
30.40099
0
female
0
113
635
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
461,600
null
null
43.25
black
30.097656
40
0.834961
0.778931
1
0
0
no
0.6
0.6
no dnr
113
132
4.5
68
24
38.09375
219.03125
null
0.599976
1.799805
139
7.369141
229
33
4,150
null
1
adl>=4 (>=5 if sur)
1
5,175
64.797
0
male
0
63
635
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$25-$50k
0
286,996
162,759.125
158,849
43.5
white
26
44
0.706909
0.61792
16
0
0
no
0.8
0.8
no dnr
63
72
17.199219
125
25
36.5
330
1.899902
2.899902
1.799805
149
7.419922
108
30
1,550
null
0
SIP>=30
0
5,176
86.91595
1
female
0
16
53
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
9
96,288
59,030.1875
58,776
18.333328
white
23.296875
30
0.599976
0.492981
36
0
0
no
null
null
dnr after sadm
3
68
22.597656
95
14
36.09375
116.65625
null
1.5
5.399414
130
7.429688
156
75
43
null
0
<2 mo. follow-up
0
5,177
80.323
0
male
0
9
634
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
24,828
null
null
22
white
20.5
36
0.72998
0.646973
3
0
0
yes
1
0.6
no dnr
9
103
3.599609
75
20
36.79688
null
2.299805
1.399902
1.599854
137
null
109
4
null
null
0
null
0
5,178
27.26099
0
male
0
9
633
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
22,451
null
null
19
black
31.5
59
0.827881
0.768921
1
0
0
no
0.9
0.85
no dnr
9
118
15.298828
55
34
38.79688
220
2.399902
4.099609
0.799927
152
7.389648
102
13
4,770
0
0
no(M2 and SIP pres)
0
5,179
46.47998
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
4
9
under $11k
0
36,739
null
null
38
black
35.59375
52
0.680908
0.586914
1
0
0
no
0.5
0.3
dnr after sadm
5
77
8.298828
60
26
37.59375
257.125
null
1.099854
1.199951
141
7.519531
111
10
2,025
null
0
<2 mo. follow-up
0
5,180
65.94397
1
female
1
18
18
Cirrhosis
COPD/CHF/Cirrhosis
4
4
under $11k
100
26,626
null
null
16
black
25.097656
49
0.167999
0.043999
1
1
0
no
0.2
0.05
dnr after sadm
18
67
10.298828
55
35
38.59375
212.5
null
5
3.699707
136
7.469727
286
82
4,600
null
4
<2 mo. follow-up
4
5,181
70.75397
0
female
0
13
631
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$11-$25k
9
27,012
16,491.5312
17,150
22.5
white
19.597656
31
0.813965
0.751953
2
1
0
no
0.6
0.4
no dnr
13
60
9.798828
55
24
35.79688
309.5
4
1.099854
1.899902
150
7.449219
70
53
1,475
0
0
no(M2 and SIP pres)
0
5,182
73.10596
0
female
0
22
632
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
$25-$50k
44
174,244
null
null
36
white
35.796875
63
0.173981
0.088989
22
0
0
no
0.5
0.3
no dnr
22
103
14
75
24
38.79688
281
null
0.699951
1.199951
137
7.439453
88
13
1,240
null
6
Coma or Intub
6
5,183
56.89499
0
male
0
8
632
CHF
COPD/CHF/Cirrhosis
3
null
null
0
18,632
null
null
20
black
23.097656
45
0.852905
0.756958
1
0
0
no
null
null
no dnr
8
62
26.898438
75
36
35.79688
115.70312
2.299805
0.899902
5
137
7.329102
148
69
66
null
null
null
2.893066
5,184
52.79099
0
male
0
8
632
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
12,395
4,226.0586
4,189
7.5
white
16.097656
9
0.919922
0.86499
1
0
0
no
null
null
no dnr
8
120
14.5
105
11
38.5
316.625
null
2.5
2.099609
148
7.419922
60
34
2,510
0
0
no(M2 and SIP pres)
0
5,185
75.87994
1
female
0
9
225
CHF
COPD/CHF/Cirrhosis
4
11
under $11k
9
17,026
null
null
18
white
29.097656
40
0.637939
0.45697
1
0
0
no
0.4
0.3
dnr after sadm
2
125
25.699219
125
32
37.69531
246.65625
null
null
2.599609
141
7.399414
249
70
1,155
0
0
no(M2 and SIP pres)
0
5,186
60.66498
0
male
0
7
631
CHF
COPD/CHF/Cirrhosis
3
7
under $11k
0
14,779
null
null
19.5
white
20.398438
43
0.869995
0.783936
1
1
0
no
0.8
0.7
no dnr
7
117
12.398438
112
24
38.19531
210.1875
1.399902
4.899414
1.099854
132
7.299805
174
19
3,575
3
1
no(M2 and SIP pres)
1
5,187
69.64496
1
female
0
14
49
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
>$50k
0
79,048
46,799.625
45,539
23
white
24.597656
42
0.704956
0.615967
22
0
0
no
0.1
0.5
dnr after sadm
3
160
43.195313
125
28
37.69531
280
2.199707
1.099854
2.5
151
7.369141
202
59
2,110
null
0
<2 mo. follow-up
0
5,188
53.06998
1
male
0
4
202
Lung Cancer
Cancer
1
12
$11-$25k
0
6,650
null
null
9
white
14.398438
9
0.779907
0.539917
1
0
0
metastatic
0.8
0.5
no dnr
4
103
5.5
80
20
36.19531
null
null
null
1.5
138
null
148
17
null
null
0
no(M2 and SIP pres)
0
5,189
82.54297
1
male
0
14
15
COPD
COPD/CHF/Cirrhosis
2
13
$11-$25k
0
14,698
null
null
9.333328
white
21.597656
8
0.611938
0.424988
1
0
0
metastatic
0.5
0.25
dnr after sadm
5
58
16.796875
65
8
38.29688
172
null
null
1.5
144
7.349609
292
32
7,315
2
1
<2 mo. follow-up
1
5,190
68.383
0
male
0
10
628
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
null
0
35,772
null
null
25.5
white
23.597656
38
0.787964
0.717896
2
1
0
no
0.8
0.7
no dnr
10
93
8.898438
65
28
39.5
185
null
null
0.699951
137
7.369141
149
14
1,595
0
0
no(M2 and SIP pres)
0
5,191
85.74396
1
female
0
7
263
COPD
COPD/CHF/Cirrhosis
2
null
null
0
5,616
3,942.7949
4,634
4
white
17.898438
22
0.777954
0.645996
1
1
0
no
0.8
0.7
no dnr
7
122
13.898438
120
29
36.59375
250
2.099609
0.199982
0.899902
133
7.359375
81
8
3,965
3
null
null
2.510742
5,192
68.02496
1
male
0
5
154
CHF
COPD/CHF/Cirrhosis
2
5
under $11k
9
3,742
2,707.2363
2,761
8
black
31.5
45
0.630981
0.447998
1
0
0
no
null
null
no dnr
5
52
13.898438
60
11
39.5
205.6875
2.799805
0.299988
2.599609
142
7.239258
527
44
360
null
2
adl>=4 (>=5 if sur)
2
5,193
49.93298
1
male
0
18
50
Colon Cancer
Cancer
1
12
>$50k
0
27,935
null
null
17
white
19.898438
25
0.805908
0.585938
1
0
0
metastatic
null
null
no dnr
18
70
5.299805
105
33
38.19531
205
null
null
1.199951
127
7.379883
234
21
960
null
0
<2 mo. follow-up
0
5,194
20.48199
0
male
0
35
627
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
200,937
114,746.375
112,610
36.75
white
28
64
0.85498
0.803955
6
0
0
no
0.6
0.6
no dnr
35
58
13.699219
115
38
38.19531
213.3125
null
0.799927
1.399902
148
7.339844
100
55
1,375
0
null
no(M2 and SIP pres)
0.494751
5,195
87.92596
1
female
0
49
465
COPD
COPD/CHF/Cirrhosis
3
15
$11-$25k
9
50,071
33,320.0312
35,008
16.75
white
20.898438
24
0.67395
0.50293
1
0
1
no
null
null
dnr after sadm
3
120
16.199219
125
42
37.69531
170
2.399902
0.5
0.5
132
7.449219
113
13
5,325
null
1
adl>=4 (>=5 if sur)
1
5,196
34.995
0
male
0
10
626
MOSF w/Malig
ARF/MOSF
1
14
>$50k
0
19,106
11,641.5312
12,083
11
white
23.597656
42
0.665894
0.569946
2
0
0
metastatic
0.95
0.85
no dnr
10
101
26.796875
136
24
36.69531
348
3.799805
0.299988
0.899902
140
7.389648
220
22
null
0
0
no(M2 and SIP pres)
0
5,197
76.047
0
male
0
6
626
COPD
COPD/CHF/Cirrhosis
4
16
>$50k
0
5,420
null
null
9
white
14.798828
20
0.868896
0.782959
1
0
0
no
null
null
no dnr
6
52
21.597656
70
12
38.09375
134
2.599609
0.799927
1.299805
149
7.379883
147
46
910
0
null
no(M2 and SIP pres)
0.494751
5,198
46.99197
1
female
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
109,299
55,014.5938
59,859
38.666657
other
22.199219
19
0.837891
0.782959
12
0
0
no
null
null
dnr before sadm
-2
145
20.296875
56
22
36
null
null
1
1.299805
143
null
121
32
1,425
null
7
<2 mo. follow-up
7
5,199
40.47897
0
female
0
7
624
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$11-$25k
0
9,844
6,419.6797
6,699
6
black
14
18
0.942993
0.921997
1
0
0
no
null
null
no dnr
7
115
27.796875
115
20
35.69531
176.65625
null
3.099609
3
129
7.449219
380
70
975
0
0
no(M2 and SIP pres)
0
5,200
62.07797
0
male
0
4
624
COPD
COPD/CHF/Cirrhosis
1
6
under $11k
0
6,699
4,312.0977
4,687
15
black
19.097656
31
0.884888
0.807983
1
0
0
no
null
null
no dnr
4
58
31.398438
145
34
35.29688
91.42188
null
null
2.799805
150
7.429688
53
41
350
1
null
no(M2 and SIP pres)
1.166748