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
2,101
72.95599
1
male
0
9
965
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$25-$50k
0
16,094
9,747.75
null
16.5
white
31.597656
51
0.629883
0.526978
1
0
0
no
0.9
0.7
no dnr
9
42
5.699219
80
24
37.5
359.25
3.899902
1.099854
8.099609
135
7.439453
null
null
null
1
0
no(M2 and SIP pres)
0
2,102
30.021
1
female
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
null
0
257,474
150,595.625
null
35.333313
white
26.898438
43
0.813965
0.751953
80
0
0
no
0.3
0.4
dnr after sadm
20
73
0.199982
104
32
38.19531
null
2.399902
null
0.699951
141
null
null
null
null
null
0
<2 mo. follow-up
0
2,103
66.72699
0
female
0
25
1,590
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
null
0
57,971
30,666.6406
null
15.666664
white
31.699219
42
0.661987
0.564941
1
1
0
no
0.9
0.9
no dnr
25
69
5.199219
52
28
36.39844
169.375
3.199707
null
4.799805
145
7.349609
null
null
null
2
1
no(M2 and SIP pres)
1
2,104
72.45996
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
21,265
6,894.4297
null
32.5
white
32.09375
62
0.619995
0.515991
1
0
1
no
0.2
0.15
dnr after sadm
3
43
21.5
111
42
38.69531
275
2.399902
0.099991
0.799927
144
7.289062
null
null
null
null
7
<2 mo. follow-up
7
2,105
59.737
1
male
0
5
22
Lung Cancer
Cancer
1
14
$25-$50k
0
8,897
5,825.3672
null
13
white
24.597656
21
0.543945
0.220978
1
0
0
metastatic
0.7
0.7
no dnr
5
117
6.5
120
25
36.09375
null
3.199707
null
1
139
null
null
null
null
null
0
<2 mo. follow-up
0
2,106
75.28497
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
9
63,906
40,457
null
52
white
38.898438
46
0.240997
0.138977
24
0
0
no
0.5
0.3
dnr after sadm
1
49
16.097656
116
28
35.79688
163.25
2.699707
1.599854
1.699951
149
7.449219
null
null
null
null
1
<2 mo. follow-up
1
2,107
60.46799
1
male
1
21
21
MOSF w/Malig
ARF/MOSF
1
16
>$50k
0
110,493
null
null
46.666657
white
43.5
66
0.087997
0.034996
22
0
0
yes
0.02
0.000008
dnr after sadm
20
49
36.195313
116
10
35.39844
142.84375
2.399902
1.899902
6.099609
148
7.279297
null
null
null
null
null
<2 mo. follow-up
2.036133
2,108
86.17096
0
female
0
95
1,583
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
215,811
79,855.875
null
40.25
white
34.695313
42
0.414978
0.294983
3
0
0
no
0.7
0.9
no dnr
95
50
12.599609
38
24
38.89844
96.65625
3.199707
0.799927
0.799927
137
7.419922
null
null
null
null
null
null
3.432617
2,109
79.98395
1
male
1
6
6
COPD
COPD/CHF/Cirrhosis
2
14
>$50k
0
18,895
7,076.6055
null
45
white
42.398438
68
0.220978
0.071991
1
0
0
no
0.7
0.6
dnr after sadm
6
45
11.699219
150
35
35.89844
213.3125
2.399902
0.799927
1.699951
138
7.439453
null
null
null
null
0
<2 mo. follow-up
0
2,110
53.65598
0
male
0
11
1,580
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
16,865
9,048.6797
null
14.5
hispanic
20.898438
47
0.875
0.830933
1
0
0
no
0.99
0.99
no dnr
11
60
9.699219
69
40
38.89844
null
2.299805
2.899902
1.399902
132
null
null
null
null
0
0
no(M2 and SIP pres)
0
2,111
67.51794
0
female
0
18
1,579
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
23,680
17,051.9375
null
9
white
29.097656
58
0.711914
0.623901
1
1
1
no
1
0.1
no dnr
18
78
12
100
38
37.59375
93
3
3.299805
1.5
137
7.349609
null
null
null
null
1
no(M2 and SIP pres)
1
2,112
83.50696
0
female
0
7
1,579
Colon Cancer
Cancer
2
12
null
0
8,183
5,498.0977
null
8
white
6.299805
18
0.900879
0.772949
1
0
0
metastatic
0.9
0.6
no dnr
7
103
6.899414
60
20
36.09375
null
4.399414
0.699951
1.199951
138
null
null
null
null
1
0
no(M2 and SIP pres)
0
2,113
68.22198
0
male
0
4
1,578
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
4,646
3,037.4551
null
15
white
16.296875
26
0.887939
0.813965
1
0
0
no
null
null
no dnr
4
80
7.399414
90
25
36.19531
null
4
null
1.699951
141
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,114
64.72296
1
female
0
13
1,257
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
20,184
9,861.875
null
16.5
white
30.699219
39
0.709961
0.549927
1
1
0
no
0.9
0.9
no dnr
13
57
14.699219
101
36
36.19531
116.3125
3
0.5
0.799927
136
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
2,115
87.04199
1
female
0
13
150
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
9
17,585
8,647.2109
null
18
white
36.398438
72
0.360962
0.242981
1
0
1
no
0.7
0.5
no dnr
13
52
17
116
30
37.89844
125.70312
2.799805
0.299988
2.399902
145
7.449219
null
null
null
null
5
adl>=4 (>=5 if sur)
5
2,116
81.85895
1
female
0
15
1,467
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
9
25,693
18,750.5312
null
15.333328
white
19.398438
20
0.792969
0.724976
1
0
0
no
0.95
0.8
no dnr
15
110
10.898438
110
14
37.79688
240
null
null
0.799927
143
7.40918
null
null
null
1
2
no(M2 and SIP pres)
2
2,117
74.61694
1
female
1
9
9
COPD
COPD/CHF/Cirrhosis
2
null
null
9
19,026
6,393.8477
null
13
white
19.796875
43
0.796997
0.672974
1
0
1
no
0.5
0.3
dnr after sadm
8
65
12.898438
120
35
36.59375
262.5
null
0.699951
0.599976
141
7.379883
null
null
null
null
null
<2 mo. follow-up
5.261719
2,118
53.59299
1
female
0
6
1,344
Lung Cancer
Cancer
1
15
null
0
7,058
4,624.3828
null
15
white
10
14
0.838989
0.647949
1
0
0
metastatic
0.95
0.8
no dnr
6
103
13.699219
100
20
36.79688
null
4.099609
0.299988
1
141
null
null
null
null
0
1
no(M2 and SIP pres)
1
2,119
57.84497
1
male
0
22
774
CHF
COPD/CHF/Cirrhosis
2
16
null
0
29,955
20,794.0781
null
16
white
23
28
0.850952
0.753906
1
0
0
no
0.95
0.9
no dnr
22
80
4.899414
127
25
35.89844
342.8125
3.699707
2.099609
1.199951
146
7.399414
null
null
null
2
0
no(M2 and SIP pres)
0
2,120
78.60596
1
male
0
15
1,550
ARF/MOSF w/Sepsis
ARF/MOSF
2
18
null
0
18,683
11,155.7188
null
11.666664
white
20.097656
28
0.815918
0.754883
1
0
0
no
0.95
0.9
no dnr
15
109
11.5
73
26
39.69531
null
4
1.099854
1.399902
133
null
null
null
null
1
5
no(M2 and SIP pres)
5
2,121
43.38898
0
male
0
17
1,568
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
25,196
13,795.8359
null
13.333328
black
19.398438
20
0.907959
0.875
1
0
0
no
0.9
0.9
no dnr
17
65
6.099609
110
20
37.89844
420
3.199707
1.399902
0.699951
139
7.389648
null
null
null
0
0
null
0
2,122
59.34799
1
male
0
18
113
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
>$50k
0
29,852
14,541.1406
null
20
white
30
31
0.671997
0.575928
1
0
0
yes
0.3
0.1
no dnr
18
55
13.199219
68
13
35.59375
128.3125
3.699707
1.299805
0.899902
140
7.459961
null
null
null
null
1
no(M2 and SIP pres)
1
2,123
78.67798
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
null
37
19,026
6,859.6016
null
37.5
white
21.398438
49
0.679932
0.585938
1
1
0
no
0.7
0.6
no dnr
7
59
7.399414
60
8
37.69531
390
2.099609
0.699951
3.5
147
7.439453
null
null
null
null
1
<2 mo. follow-up
1
2,124
75.52899
0
female
0
13
1,570
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
13,975
9,379.8125
null
12
white
18.5
38
0.846924
0.747925
1
0
0
no
0.2
0.5
no dnr
13
73
4.199219
80
20
37
224
null
null
2.399902
136
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
2,125
47.59198
0
male
0
27
1,570
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$25-$50k
0
57,841
33,688.0625
null
19.75
white
27
34
0.822998
0.763916
1
0
0
no
0.4
0.4
no dnr
27
113
22.296875
136
10
39.39844
275.5
2.5
2
2
147
7.349609
null
null
null
null
0
adl>=4 (>=5 if sur)
0
2,126
82.63696
1
female
0
88
137
COPD
COPD/CHF/Cirrhosis
3
15
under $11k
0
87,279
55,067.1875
null
8.75
white
15.298828
34
0.794922
0.670898
6
0
0
no
0.85
0.8
dnr after sadm
1
60
9.099609
74
34
36.5
192.5625
3.799805
0.5
0.899902
139
7.489258
null
null
null
2
null
adl>=4 (>=5 if sur)
1.839
2,127
68.87097
0
female
0
6
1,564
Lung Cancer
Cancer
2
12
under $11k
0
8,578
5,081.6016
null
7
white
17.5
16
0.688965
0.396973
1
0
0
metastatic
null
null
no dnr
6
83
4.5
100
20
38.09375
null
3.299805
0.699951
0.799927
136
7.539062
null
null
null
0
0
no(M2 and SIP pres)
0
2,128
83.11597
1
male
0
22
135
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
27,727
15,532.4844
null
18.333328
white
30.398438
34
0.599976
0.492981
1
0
1
no
0.7
0.5
dnr after sadm
2
53
14.5
63
24
36.09375
103.32812
3.199707
0.799927
1.099854
145
7.479492
null
null
null
null
4
adl>=4 (>=5 if sur)
4
2,129
70.21997
1
female
1
4
4
Coma
Coma
1
14
>$50k
0
14,317
6,209.9922
null
49
white
60.195313
90
0
0
1
1
0
no
null
null
dnr after sadm
3
42
11.898438
108
9
32.29688
54
2.199707
4.399414
2.799805
136
7.449219
null
null
null
null
1
<2 mo. follow-up
1
2,130
65.92999
0
male
0
45
1,561
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$25-$50k
0
88,955
50,380.625
null
27.25
white
28.5
50
0.72998
0.646973
1
0
0
no
0.8
0.8
no dnr
45
57
10.5
170
28
38.69531
138
null
null
1
142
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
2,131
50.97598
0
male
0
74
1,560
ARF/MOSF w/Sepsis
ARF/MOSF
2
18
under $11k
37
74,681
47,597.1562
null
8.25
black
21.296875
15
0.753906
0.675903
1
1
0
yes
0.7
0.5
no dnr
74
82
10.099609
106
26
36
225
2.5
0.299988
0.899902
134
7.449219
null
null
null
null
null
no(M2 and SIP pres)
3.289551
2,132
43.047
0
female
0
5
1,560
COPD
COPD/CHF/Cirrhosis
1
18
null
0
6,616
4,769.8359
null
8
null
19.097656
31
0.938965
0.894897
1
0
0
no
0.98
0.98
no dnr
5
107
9.798828
70
25
35.59375
214.28125
null
null
1
143
7.429688
null
null
null
1
null
no(M2 and SIP pres)
1.1669
2,133
54.793
1
female
1
27
27
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
48,801
29,029.0938
null
20.5
white
30.796875
64
0.552979
0.439941
1
0
0
yes
0.6
0.5
dnr after sadm
22
123
0.099991
170
38
39.59375
null
2.5
0.699951
1.099854
144
null
null
null
null
null
1
<2 mo. follow-up
1
2,134
59.64398
1
female
1
8
8
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
0
20,609
null
null
37.5
hispanic
37.898438
35
0.253967
0.148987
1
0
0
metastatic
0.15
0.08
dnr after sadm
5
45
6.299805
112
38
37.89844
118.32812
3.099609
null
0.599976
138
7.30957
null
null
null
0
0
<2 mo. follow-up
0
2,135
75.45795
0
female
0
55
1,556
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
207,683
103,477.188
null
37.5
white
30
56
0.554932
0.441956
15
0
0
no
null
null
dnr after sadm
9
123
7.399414
101
8
38.59375
79
3
null
2.199707
154
7.459961
null
null
null
null
0
adl>=4 (>=5 if sur)
0
2,136
75.65198
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
32,199
21,257.1094
null
47
white
26.597656
25
0.635986
0.534912
16
0
0
no
null
null
dnr after sadm
1
68
9.699219
125
20
39.39844
132
null
null
0.699951
139
7.419922
null
null
null
null
null
<2 mo. follow-up
2.556152
2,137
79.27698
0
female
0
12
1,556
COPD
COPD/CHF/Cirrhosis
2
10
under $11k
0
14,304
8,597.7031
null
18.5
white
20.597656
27
0.778931
0.646973
1
0
0
no
0.75
0.5
dnr after sadm
1
60
16.296875
100
20
37.79688
311.625
3.299805
0.699951
1.699951
135
7.399414
null
null
null
null
5
adl>=4 (>=5 if sur)
5
2,138
73.51996
1
female
0
5
32
Lung Cancer
Cancer
3
12
under $11k
0
6,003
3,975.2188
null
4
white
17.796875
14
0.669922
0.370972
1
1
0
metastatic
0.9
0.8
dnr after sadm
3
100
21.898438
80
20
36.69531
null
null
0.699951
0.599976
136
7.439453
null
null
null
1
0
<2 mo. follow-up
0
2,139
41.52197
1
male
0
12
97
Lung Cancer
Cancer
2
11
null
0
15,020
9,517.5469
null
10.5
white
9.798828
14
0.85791
0.68396
1
1
0
metastatic
0.75
0.1
no dnr
12
101
6.5
72
14
35.89844
null
4
0.899902
1
141
null
null
null
null
1
0
no(M2 and SIP pres)
0
2,140
81.25098
1
female
0
38
78
COPD
COPD/CHF/Cirrhosis
2
12
null
100
45,228
32,094.3125
null
17
white
24.398438
49
0.21698
0.069992
1
0
0
no
0.1
0.001
dnr after sadm
1
67
4.399414
63
38
36.69531
257.125
3.299805
0.399963
3.399902
144
7.259766
null
null
null
null
null
SIP>=30
4.545898
2,141
46.59497
0
male
0
17
1,551
Cirrhosis
COPD/CHF/Cirrhosis
2
15
under $11k
0
21,756
11,337.4766
null
11.333328
white
42.09375
66
0.359985
0.167999
2
0
0
no
0.1
0.001
dnr after sadm
7
57
12.099609
118
24
36.09375
328.5625
2.899902
36.5
5.399414
136
7.40918
null
null
null
1
1
no(M2 and SIP pres)
1
2,142
77.52496
1
male
0
10
246
MOSF w/Malig
ARF/MOSF
1
18
null
0
16,099
8,107.6133
null
17
white
34.09375
63
0.416992
0.296997
1
0
0
yes
0.9
0.7
no dnr
10
110
0.899902
110
28
36.09375
270
2.899902
3.799805
1.699951
136
7.479492
null
null
null
null
0
null
0
2,143
56.71997
0
male
0
8
1,550
ARF/MOSF w/Sepsis
ARF/MOSF
0
22
null
0
16,069
6,561.6797
null
16
white
26.296875
45
0.80188
0.736938
1
0
0
no
0.99
0.9
no dnr
8
135
11.099609
142
68
37.79688
205
3.399902
1.599854
1.099854
142
7.449219
null
null
null
1
0
no(M2 and SIP pres)
0
2,144
70.73499
1
male
0
58
1,236
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
>$50k
0
61,059
35,104.8438
null
6.75
white
24.199219
36
0.725952
0.641968
9
0
0
no
null
null
no dnr
58
61
7.099609
52
28
37.89844
151
null
null
1.599854
134
7.369141
null
null
null
0
2
no(M2 and SIP pres)
2
2,145
77.53296
0
female
0
7
1,550
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
10,496
5,027.7578
null
19
white
23.199219
57
0.747925
0.602905
1
0
0
no
null
null
no dnr
7
67
26.097656
132
42
36.19531
223.78125
3.899902
null
1
138
7.329102
null
null
null
1
0
no(M2 and SIP pres)
0
2,146
85.20496
1
male
0
7
299
COPD
COPD/CHF/Cirrhosis
3
null
null
0
21,089
11,513.1719
null
17
white
22.097656
36
0.552979
0.35498
11
0
0
yes
0.9
0.5
no dnr
7
56
5.199219
70
25
36.09375
175.5
null
null
1
140
7.359375
null
null
null
null
0
no(M2 and SIP pres)
0
2,147
47.61398
0
female
0
5
1,547
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
0
11,252
4,251.1133
null
13
white
18.597656
18
0.898926
0.861938
2
0
0
no
0.5
0.5
no dnr
5
63
6.699219
72
24
37.79688
137.5
null
0.5
0.899902
143
7.569336
null
null
null
null
1
no(M2 and SIP pres)
1
2,148
75.78094
1
female
0
12
49
MOSF w/Malig
ARF/MOSF
2
null
null
0
30,913
15,681.8906
null
20.5
white
36.5
62
0.235992
0.134979
14
0
0
yes
null
null
dnr after sadm
2
51
58.195313
59
26
35.29688
197.5
3.099609
2.199707
2
132
7.40918
null
null
null
null
null
<2 mo. follow-up
2.98291
2,149
74.95697
1
male
1
48
48
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
0
131,184
100,893.625
null
39.25
white
23.5
30
0.751953
0.67395
3
0
0
no
0.8
0.8
dnr after sadm
18
123
10.199219
80
6
36.29688
121.65625
null
null
1.5
138
7.479492
null
null
null
null
null
<2 mo. follow-up
2.132813
2,150
74.32196
1
male
0
4
234
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
3,623
2,212.6562
null
5
white
15.298828
36
0.882935
0.804932
1
0
0
no
null
null
no dnr
4
97
11.5
70
32
37.09375
400
4
0.699951
2
142
7.489258
null
null
null
2
1
SIP>=30
1
2,151
64.19696
1
female
1
34
34
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
104,074
35,145.8438
null
41.5
white
36.898438
39
0.465942
0.346985
1
0
0
yes
0.75
0.6
dnr after sadm
9
46
19.199219
123
12
39.09375
175
3.599609
null
0.299988
137
7.379883
null
null
null
null
7
<2 mo. follow-up
7
2,152
58.65799
1
male
0
17
153
COPD
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
21,228
11,682.9922
null
11
white
13.599609
18
0.932983
0.885986
1
0
0
no
0.95
0.95
no dnr
17
73
11.099609
80
20
35.59375
196.65625
4.399414
null
1.099854
141
7.359375
null
null
null
1
0
SIP>=30
0
2,153
93.34998
1
male
0
17
462
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
9
22,396
12,064.6797
null
12
white
19.699219
28
0.741943
0.661987
1
1
0
no
0.5
0.4
no dnr
17
70
7.5
58
8
36.09375
325
null
1.699951
1.699951
143
7.369141
null
null
null
null
null
null
4.532227
2,154
67.10199
1
male
1
22
22
CHF
COPD/CHF/Cirrhosis
3
14
null
0
26,499
16,922.2969
null
13
white
21.898438
29
0.833984
0.728882
1
0
0
no
0.8
0.6
no dnr
22
117
11.798828
100
20
36.09375
368
4
0.799927
2.799805
135
7.519531
null
null
null
null
2
<2 mo. follow-up
2
2,155
51.45499
0
female
0
14
1,543
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
under $11k
0
36,074
15,445.6406
null
31.333328
white
25
26
0.815918
0.754883
3
1
0
no
0.95
0.95
no dnr
14
67
6.799805
62
8
36.09375
141.40625
2.599609
1.399902
0.599976
134
7.389648
null
null
null
null
3
no(M2 and SIP pres)
3
2,156
65.08698
0
male
0
5
1,543
CHF
COPD/CHF/Cirrhosis
3
null
null
0
5,422
2,610.7871
null
14
white
15.398438
13
0.902954
0.836914
1
1
0
no
0.7
0.5
no dnr
5
83
7.799805
100
20
37.79688
648.125
null
null
1.199951
136
7.40918
null
null
null
null
null
null
2.595703
2,157
84.48199
1
male
1
106
106
COPD
COPD/CHF/Cirrhosis
1
6
$11-$25k
0
227,626
151,603
null
25.75
white
22.097656
29
0.679932
0.509888
3
0
0
no
1
1
no dnr
106
107
16.398438
120
32
37.79688
223
null
null
1.299805
146
7.389648
null
null
null
1
0
adl>=4 (>=5 if sur)
0
2,158
42.82797
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
under $11k
0
16,096
8,934.75
null
40
black
52
92
0.256958
0.151978
1
0
0
no
0
0
no dnr
4
40
32.195313
135
37
35.69531
125
2.199707
5.699219
8.298828
143
7.269531
null
null
null
null
null
<2 mo. follow-up
1.983154
2,159
80.45697
1
female
1
10
10
MOSF w/Malig
ARF/MOSF
1
13
null
0
12,819
7,515.3398
null
23.5
white
48.59375
71
0.056
0.018997
1
0
0
yes
0.1
0.001
dnr after sadm
2
46
0.099991
128
35
36.29688
190
3.399902
2.099609
0.899902
127
7.469727
null
null
null
null
5
<2 mo. follow-up
5
2,160
58.28598
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
34,635
20,541.2812
null
46
white
47.59375
72
0.231995
0.131989
3
1
0
no
null
null
dnr after sadm
3
43
35.5
120
14
40.39844
106.65625
2.099609
null
2.399902
131
7.399414
null
null
null
null
null
<2 mo. follow-up
2.449219
2,161
67.01196
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
94,528
71,583.0625
null
45.666657
white
32.09375
54
0.563965
0.451965
10
1
0
no
0.85
0.85
no dnr
19
55
21.398438
120
12
38.59375
186
null
null
4.199219
140
7.359375
null
null
null
null
0
<2 mo. follow-up
0
2,162
70.03998
1
female
0
12
151
Lung Cancer
Cancer
2
null
null
0
12,519
7,553.4453
null
6.5
white
15.099609
21
0.73291
0.462952
1
0
0
metastatic
null
null
dnr after sadm
1
77
5.799805
70
25
36.09375
null
3.799805
1.399902
0.699951
143
null
null
null
null
null
null
null
2.902344
2,163
99.28497
1
male
1
53
53
CHF
COPD/CHF/Cirrhosis
3
17
null
0
118,924
35,281.5938
null
34.5
white
33.398438
43
0.389954
0.19397
1
0
1
no
0.3
0.2
no dnr
53
45
13.199219
70
10
36.39844
212.5
null
1.699951
2.299805
132
7.489258
null
null
null
null
7
<2 mo. follow-up
7
2,164
52.504
1
female
0
11
927
COPD
COPD/CHF/Cirrhosis
3
12
null
0
15,466
7,561.2266
null
13
white
23.097656
22
0.855957
0.762939
1
0
0
yes
1
0.95
no dnr
11
71
19.398438
140
24
36.09375
288
null
null
0.899902
143
7.329102
null
null
null
2
1
no(M2 and SIP pres)
1
2,165
68.99097
1
female
1
8
8
Colon Cancer
Cancer
1
6
$25-$50k
0
9,864
6,236.082
null
18
white
32.898438
36
0.463989
0.148987
1
0
0
metastatic
0.5
0.1
dnr after sadm
1
53
7.699219
72
10
35.79688
null
2.5
0.599976
1.099854
137
null
null
null
null
null
5
<2 mo. follow-up
5
2,166
59.49298
1
female
0
26
668
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
40,197
20,480.5469
null
18
black
25.597656
40
0.802979
0.736938
1
0
0
no
1
0.8
no dnr
26
137
18.097656
119
32
35.79688
273.4375
5
0.599976
1.5
138
7.359375
null
null
null
0
0
null
0
2,167
86.61694
1
male
0
13
1,494
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
16,228
8,260.2891
null
16.5
white
25.398438
42
0.694946
0.603882
1
0
0
no
1
0.7
no dnr
13
53
12.699219
66
32
36.09375
280
4.5
1.799805
1.299805
143
7.40918
null
null
null
0
0
no(M2 and SIP pres)
0
2,168
26.56
1
female
1
15
15
MOSF w/Malig
ARF/MOSF
2
16
null
0
97,294
45,422.125
null
54.666657
white
35.398438
34
0.396973
0.277954
6
0
0
yes
0.2
0.2
dnr after sadm
15
49
5.5
118
10
36.39844
137.5
2.199707
1.299805
0.699951
144
7.399414
null
null
null
null
null
<2 mo. follow-up
2.128906
2,169
51.39999
0
male
0
15
1,531
Coma
Coma
1
12
$25-$50k
0
28,600
11,534.4531
null
29
white
38.296875
46
0.441956
0.367981
1
0
0
no
0.75
0.7
no dnr
15
47
4.199219
126
10
38.29688
88
null
2
0.599976
133
7.449219
null
null
null
null
1
no(M2 and SIP pres)
1
2,170
70.62598
1
female
0
29
1,114
ARF/MOSF w/Sepsis
ARF/MOSF
6
12
under $11k
0
82,196
63,520.0625
null
24.75
white
21.296875
32
0.779907
0.707886
8
1
0
no
0.8
0.2
no dnr
29
71
7.099609
62
24
36.69531
266.625
null
0.399963
3.899902
141
7.489258
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,171
44.17499
1
male
0
35
51
Colon Cancer
Cancer
2
13
$11-$25k
26
45,066
26,888.6406
null
19.5
white
37.398438
23
0.293945
0.047997
1
0
0
metastatic
0.75
0.3
no dnr
35
66
9.398438
116
24
38.89844
504.75
2.099609
1
0.599976
134
7.439453
null
null
null
null
1
<2 mo. follow-up
1
2,172
75.01996
1
male
0
12
33
MOSF w/Malig
ARF/MOSF
3
12
$25-$50k
0
24,165
8,863.8125
null
39.5
white
27.398438
37
0.527954
0.411987
1
0
0
metastatic
0.2
0.1
no dnr
12
57
5.099609
51
10
38
150
4.099609
0.899902
1.699951
144
7.149414
null
null
null
0
3
<2 mo. follow-up
3
2,173
69.09796
0
male
0
7
1,528
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
26
18,468
13,271.6875
null
19
white
26.296875
28
0.629883
0.526978
3
0
1
no
0.95
0.85
no dnr
7
63
7.399414
100
9
36.29688
113
2.899902
1
1.299805
135
7.489258
null
null
null
null
null
null
4.816406
2,174
79.66095
0
female
0
8
1,527
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
null
0
26,312
13,002.9297
null
18
white
17.796875
29
0.830933
0.773926
2
0
0
no
0.93
0.85
no dnr
8
54
10
67
16
38
236.71875
2.5
null
0.899902
142
7.449219
null
null
null
0
0
null
0
2,175
81.23798
1
male
0
4
204
CHF
COPD/CHF/Cirrhosis
3
14
$11-$25k
0
3,806
2,219.1094
null
7
white
22.296875
20
0.772949
0.637939
1
0
0
no
0.95
0.9
no dnr
4
83
11
60
20
35.59375
336
null
null
1.899902
142
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
2,176
71.30695
1
female
0
18
207
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
31,908
23,415.7656
null
31.666656
white
27.699219
44
0.664917
0.490967
1
1
0
yes
0.5
0.4
no dnr
18
64
15.898438
72
30
39.19531
68
null
null
1.199951
133
7.469727
null
null
null
null
1
no(M2 and SIP pres)
1
2,177
82.39294
0
male
0
8
1,524
MOSF w/Malig
ARF/MOSF
3
9
$11-$25k
0
9,332
5,003.9336
null
8
white
16.296875
44
0.80896
0.745972
1
1
0
yes
0.95
0.8
no dnr
8
73
8.898438
70
25
37.79688
188
3.199707
null
1.099854
142
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
2,178
71.00098
1
female
1
16
16
COPD
COPD/CHF/Cirrhosis
3
null
$11-$25k
0
20,870
11,380.0078
null
15
white
27.398438
57
0.658936
0.483948
1
0
0
yes
0.3
0.1
dnr after sadm
2
103
6.699219
70
30
37.79688
100
3.099609
0.299988
1.599854
132
7.459961
null
null
null
6
6
<2 mo. follow-up
6
2,179
91.03894
1
male
0
17
87
COPD
COPD/CHF/Cirrhosis
1
10
$11-$25k
0
27,902
12,191.4844
null
13
white
27.898438
41
0.506958
0.305969
1
0
0
no
0.5
0.3
dnr after sadm
3
97
9.599609
120
50
37.19531
175.5
3.299805
null
1.299805
144
7.379883
null
null
null
null
3
SIP>=30
3
2,180
48.78
1
female
0
7
84
Lung Cancer
Cancer
1
10
under $11k
0
10,689
6,053.1328
null
13
white
22.898438
21
0.619995
0.305969
1
0
0
metastatic
null
null
no dnr
7
61
5
120
24
36.89844
null
3.199707
0.299988
0.699951
145
7.469727
null
null
null
null
0
SIP>=30
0
2,181
76.18597
1
male
0
10
37
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
under $11k
0
25,469
20,858.3125
null
16
black
33.398438
47
0.482971
0.36499
7
0
0
no
0.65
0.5
dnr after sadm
1
54
10.398438
71
24
35
432
null
0.5
2.399902
125
7.509766
null
null
null
7
2
<2 mo. follow-up
2
2,182
84.62994
1
female
0
5
24
COPD
COPD/CHF/Cirrhosis
3
9
null
9
6,414
3,839.3555
null
13
white
20.199219
36
0.717896
0.560913
1
0
0
no
0.5
0.4
dnr before sadm
-1
80
9.898438
60
30
36.09375
190.46875
3.599609
null
1.199951
138
7.449219
null
null
null
null
5
<2 mo. follow-up
5
2,183
93.62897
1
female
0
4
624
CHF
COPD/CHF/Cirrhosis
3
null
null
9
4,975
2,718.4961
null
8
white
17.296875
25
0.773926
0.639893
1
0
0
no
0.75
0.6
dnr after sadm
1
67
5.799805
70
20
36.09375
null
null
null
0.899902
132
7.389648
null
null
null
null
null
null
4.31543
2,184
86.18799
1
female
1
23
23
Lung Cancer
Cancer
1
12
under $11k
0
26,902
16,868.9062
null
9.666664
black
27.398438
27
0.375
0.087997
1
0
0
metastatic
0.1
0.001
dnr after sadm
2
100
8.699219
100
25
36.09375
null
3
0.399963
0.699951
131
null
null
null
null
null
3
<2 mo. follow-up
3
2,185
76.53894
1
female
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
56,726
19,535.5
null
33.666657
white
31
50
0.416992
0.297974
3
0
0
metastatic
0.5
0.1
dnr after sadm
11
50
9.798828
48
42
38
170
3.199707
null
0.699951
134
7.419922
null
null
null
null
2
<2 mo. follow-up
2
2,186
80.79095
0
female
0
8
1,521
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
21,055
10,767.7969
null
10
white
14.199219
15
0.820923
0.708984
6
0
0
no
0.95
0.8
no dnr
8
83
12.898438
80
20
38
390
null
null
0.899902
144
7.389648
null
null
null
0
1
no(M2 and SIP pres)
1
2,187
49.85397
1
male
0
14
54
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
31,619
9,491.9141
null
35.333313
white
39.296875
39
0.493958
0.375977
1
0
0
yes
0.3
0.3
no dnr
14
43
11.398438
114
10
39.29688
154
2.299805
0.599976
0.299988
147
7.389648
null
null
null
null
null
<2 mo. follow-up
2.375488
2,188
94.10797
1
female
0
23
27
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
9
21,424
12,836.1719
null
13.333328
white
13.199219
24
0.836914
0.781982
1
0
0
no
0.5
0.5
dnr after sadm
1
70
9.298828
80
20
36.69531
295
null
0.399963
1.099854
140
7.299805
null
null
null
4
null
<2 mo. follow-up
3.183199
2,189
97.83997
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
49,040
36,014.4375
null
39.5
white
24.097656
47
0.594971
0.487
7
0
1
no
0.2
0.2
dnr after sadm
6
103
8.199219
105
48
37.59375
124
2
1
1.299805
142
7.469727
null
null
null
null
1
<2 mo. follow-up
1
2,190
66.51294
1
male
0
7
803
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
8,567
6,116.7656
null
20
white
22.5
19
0.778931
0.707886
1
0
0
yes
0.9
0.9
no dnr
7
72
8.898438
60
16
36.19531
140
5.199219
1.799805
1.099854
137
7.359375
null
null
null
0
0
no(M2 and SIP pres)
0
2,191
29.618
0
female
0
23
1,512
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
0
69,945
27,965.0312
null
25
white
22
25
0.881958
0.840942
13
0
0
no
0.98
0.98
no dnr
23
58
6.5
124
8
38.09375
353.3125
3.599609
null
0.599976
136
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0
2,192
72.10095
1
male
0
5
833
CHF
COPD/CHF/Cirrhosis
5
12
$11-$25k
0
4,571
2,801.9727
null
7
white
19.898438
45
0.840942
0.73999
1
1
0
no
0.8
0.7
no dnr
5
120
11.398438
80
25
35.59375
null
4.199219
0.599976
2.799805
139
null
null
null
null
2
null
null
1.839
2,193
43.16998
0
male
0
34
1,514
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
97,562
64,663.4688
null
33.5
white
27.5
35
0.807983
0.743896
3
1
0
no
0.5
0.5
no dnr
34
60
12.398438
58
12
39.59375
97.14062
null
0.599976
1.5
146
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
2,194
80.01599
1
female
1
31
31
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
105,850
78,684
null
38.25
white
31.296875
46
0.506958
0.389954
9
1
0
no
0.05
0.000125
dnr before sadm
-3
62
13
62
8
37.79688
153.3125
null
null
4.5
128
7.389648
null
null
null
null
0
<2 mo. follow-up
0
2,195
54.26099
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
12
$25-$50k
0
13,516
6,553.5938
null
19
black
32.59375
56
0.420959
0.301941
1
0
0
metastatic
null
null
dnr after sadm
4
53
19.597656
74
22
37.69531
386.625
2.599609
8.599609
2.899902
149
7.359375
null
null
null
null
2
<2 mo. follow-up
2
2,196
54.33499
1
female
0
12
1,021
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
9
18,839
7,886.2734
null
22
black
35.898438
43
0.56897
0.457947
2
1
0
no
1
1
no dnr
12
45
10.798828
118
28
39.09375
490.4375
2.699707
null
1.899902
153
7.40918
null
null
null
0
2
no(M2 and SIP pres)
2
2,197
85.16095
1
female
1
25
25
CHF
COPD/CHF/Cirrhosis
4
12
$25-$50k
9
27,344
17,588.2812
null
11.666664
white
28.597656
52
0.587891
0.395996
1
1
0
no
0.5
0.3
dnr after sadm
5
57
7
56
20
34.79688
396
3.399902
1.5
2.899902
142
7.419922
null
null
null
5
null
<2 mo. follow-up
3.855299
2,198
52.19199
1
female
0
16
1,059
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
20,742
10,266.4219
null
11.666664
white
18.199219
31
0.900879
0.86499
1
0
0
no
0.95
0.9
no dnr
16
103
9.599609
66
22
36
403.6875
3.299805
0.5
12.398438
143
7.379883
null
null
null
0
0
no(M2 and SIP pres)
0
2,199
74.72095
0
male
0
6
1,507
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$25-$50k
0
6,934
3,570.0644
null
9
white
13
27
0.899902
0.862915
1
1
0
no
0.99
0.99
no dnr
6
120
8.199219
80
20
37.5
309
4.399414
0.299988
1.5
142
7.279297
null
null
null
0
0
no(M2 and SIP pres)
0
2,200
88.32898
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
null
0
21,473
7,042.2812
null
45.5
white
34.398438
35
0.428955
0.309998
2
0
0
no
0.3
0.3
no dnr
8
40
13.398438
55
10
37.19531
192.5
2.5
null
1.399902
133
7.489258
null
null
null
null
0
<2 mo. follow-up
0