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
4,201
65.16095
1
male
0
21
214
CHF
COPD/CHF/Cirrhosis
3
8
null
0
27,118.438
18,046.5625
null
20.333328
white
30.199219
44
0.710938
0.550903
1
1
0
no
0.8
0.7
dnr after sadm
4
63
7.299805
100
11
36.39844
300
3
null
2.799805
130
7.439453
null
null
null
4
null
null
3.183199
4,202
37.50598
1
male
1
9
9
Coma
Coma
1
12
$11-$25k
61
69,511.312
44,734.5625
null
29.5
white
20
17
0.653931
0.593994
23
0
0
no
null
null
dnr after sadm
2
113
4.5
44
6
36.89844
547.5
null
null
0.899902
154
7.429688
null
null
null
null
null
<2 mo. follow-up
2.008789
4,203
71.56195
1
female
1
43
43
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
26
171,998.75
108,769.625
null
38.75
white
25.5
42
0.566895
0.455994
23
1
0
no
0.5
0.4
dnr after sadm
27
123
6.799805
120
7
38.69531
450
1.799805
6.199219
0.699951
150
7.5
null
null
null
null
null
<2 mo. follow-up
2.337891
4,204
71.95599
0
female
0
10
1,348
CHF
COPD/CHF/Cirrhosis
0
null
null
0
15,265.047
10,070.7109
null
20
black
26.898438
29
0.737915
0.587891
1
0
0
no
0.9
0.75
no dnr
10
75
10.398438
106
26
36.79688
234.78125
2.399902
0.799927
0.699951
141
7.389648
null
null
null
null
null
null
2.376953
4,205
63.52399
0
male
0
7
1,348
ARF/MOSF w/Sepsis
ARF/MOSF
3
5
under $11k
0
8,887.242
6,031.0938
null
11.5
white
22.898438
23
0.826904
0.768921
1
0
0
no
null
null
no dnr
7
67
17.597656
126
20
35.79688
312
null
0.699951
1
139
7.459961
null
null
null
0
0
no(M2 and SIP pres)
0
4,206
45.24597
1
male
1
3
3
Coma
Coma
0
12
$11-$25k
89
29,102.234
18,106.1875
null
48
white
81.09375
80
0
0
3
0
0
no
null
null
dnr after sadm
2
0
15.099609
0
0
39.19531
195
null
null
2
181
7.40918
null
null
null
null
null
<2 mo. follow-up
1.310547
4,207
78.86896
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
26
60,337.531
35,466.3125
null
22
white
27.5
41
0.496948
0.379944
8
0
0
no
null
null
dnr after sadm
4
105
16
110
32
38.5
197.125
null
null
2.699707
136
7.429688
null
null
null
null
0
<2 mo. follow-up
0
4,208
42.215
0
female
0
110
1,345
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
166,448.625
111,714.688
null
19.75
black
31.796875
49
0.717896
0.631958
7
0
0
no
null
null
no dnr
110
160
29.898438
130
42
38.29688
170
2.5
4.399414
0.699951
133
7.399414
null
null
null
null
null
adl>=4 (>=5 if sur)
2.564941
4,209
33.66699
0
male
0
11
1,345
Cirrhosis
COPD/CHF/Cirrhosis
3
9
under $11k
0
29,377.688
20,656.7031
null
25
white
20.597656
32
0.893921
0.822998
1
0
0
no
0.6
0.5
no dnr
11
108
5.299805
74
26
38.5
300
2.299805
7.399414
0.699951
136
7.419922
null
null
null
2
null
null
1.839
4,210
81.53296
1
female
0
11
26
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
$11-$25k
26
25,805.188
17,326.8438
null
24
white
20.5
33
0.724976
0.640991
1
0
1
no
0.5
0.3
dnr after sadm
3
107
10.298828
126
30
38.59375
240
2.799805
0.199982
0.799927
143
7.389648
null
null
null
null
1
<2 mo. follow-up
1
4,211
43.88998
0
male
0
14
1,345
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
$11-$25k
0
48,116.688
31,653.0781
null
21.666656
white
30.597656
37
0.75
0.670898
4
0
0
no
1
1
no dnr
14
100
16.699219
114
25
36.59375
147.5
3
0.5
1.699951
153
7.509766
null
null
null
null
1
SIP>=30
1
4,212
69.07599
1
female
0
11
269
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
12,173.898
8,183.8711
null
17.5
white
24.597656
25
0.78894
0.661987
1
0
0
no
null
null
no dnr
11
49
8.898438
66
24
35.59375
385.6875
null
0.5
0.699951
138
7.40918
null
null
null
null
0
no(M2 and SIP pres)
0
4,213
54.56799
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
0
null
0
89,779.188
57,363.9688
null
45.666657
black
40.296875
60
0.516968
0.40094
1
0
0
no
0.5
0.4
dnr after sadm
17
56
4.099609
136
14
38.09375
128
2.599609
4.299805
4.5
141
7.489258
null
null
null
null
0
<2 mo. follow-up
0
4,214
31.034
1
female
0
14
47
MOSF w/Malig
ARF/MOSF
1
8
$11-$25k
55
62,115.281
39,471.7188
null
29.666656
white
23.199219
44
0.424988
0.305969
17
0
0
yes
0.5
0.1
dnr after sadm
4
110
11.599609
124
32
39
300
1.899902
0.399963
1.5
146
7.399414
null
null
null
null
5
<2 mo. follow-up
5
4,215
78.78998
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
$25-$50k
9
53,350.75
35,540.5
null
31
white
39.695313
80
0.21698
0.119995
11
0
0
no
0.4
0.5
no dnr
10
115
0.799927
136
32
34.79688
480
2.099609
0.699951
3.599609
138
7.479492
null
null
null
null
5
<2 mo. follow-up
5
4,216
68.20294
1
male
0
35
37
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
141,644.125
89,196.3125
null
31
white
31.796875
53
0.565918
0.453979
10
0
0
no
null
null
no dnr
35
53
41.5
90
15
37.59375
260
2.799805
1.099854
3.299805
127
7.509766
null
null
null
null
0
<2 mo. follow-up
0
4,217
21.506
0
female
0
25
1,341
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
78,420.438
50,620.8125
null
36.5
black
27
33
0.879883
0.837891
2
0
0
no
0.9
0.9
no dnr
25
63
25.699219
120
28
38.59375
147.5
2.799805
0.799927
0.699951
137
7.419922
null
null
null
null
0
null
0
4,218
52.05197
0
male
0
26
1,339
COPD
COPD/CHF/Cirrhosis
2
15
$25-$50k
26
null
null
null
29.25
white
26.199219
36
0.799927
0.677979
1
0
0
no
null
null
no dnr
26
150
9.298828
136
24
36.09375
188
3
0.199982
0.799927
143
7.389648
null
null
null
null
0
no(M2 and SIP pres)
0
4,219
36.00497
1
female
0
15
109
Cirrhosis
COPD/CHF/Cirrhosis
2
17
null
0
34,299.781
22,116.7969
null
22
white
21.097656
34
0.882935
0.804932
1
1
0
no
null
null
no dnr
15
63
9.398438
72
10
36.39844
213.3125
2.399902
5.099609
0.799927
133
7.439453
null
null
null
null
6
null
6
4,220
71.10199
1
male
0
12
259
Lung Cancer
Cancer
1
8
$25-$50k
0
16,560.844
10,550.1875
null
10
white
25.097656
15
0.493958
0.173981
1
0
0
metastatic
null
null
no dnr
12
78
9.5
98
20
36.89844
347.5625
2.799805
0.5
0.599976
141
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
4,221
77.03198
1
female
1
4
4
Coma
Coma
0
11
under $11k
61
22,531.438
13,481.4766
null
33
white
22.199219
23
0.334961
0.261963
1
0
0
no
0.1
0.001
dnr after sadm
3
108
11.5
106
32
36.09375
414.25
null
null
0.899902
134
7.609375
null
null
null
null
0
<2 mo. follow-up
0
4,222
55.42499
1
male
0
25
39
Cirrhosis
COPD/CHF/Cirrhosis
1
19
null
26
74,816.188
47,502.25
null
24.75
white
27.199219
37
0.585938
0.393982
1
0
0
no
null
null
no dnr
25
61
10.699219
120
8
35.69531
162.5
1.5
1.799805
1.299805
135
7.419922
null
null
null
null
0
<2 mo. follow-up
0
4,223
53.84299
1
male
0
28
244
CHF
COPD/CHF/Cirrhosis
1
7
under $11k
0
68,604.688
43,377.3125
null
27.5
white
21.597656
22
0.875977
0.792969
1
1
0
no
0.5
0.45
no dnr
28
60
9.898438
126
24
38.5
273.3125
3.099609
0.399963
0.899902
133
7.389648
null
null
null
null
0
no(M2 and SIP pres)
0
4,224
44.89499
0
male
0
9
1,335
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
null
0
35,564.938
22,103.875
null
24.5
black
30.699219
48
0.778931
0.707886
1
0
0
no
null
null
no dnr
9
72
11.298828
58
28
38.69531
102.5
3
0.199982
3
141
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
4,225
72.34198
1
male
0
4
125
Lung Cancer
Cancer
2
8
null
0
4,382.75
2,688.4356
null
9
white
18.796875
18
0.651978
0.345947
1
1
0
metastatic
0.9
0.7
no dnr
4
109
11.898438
76
16
36.79688
null
3.099609
0.299988
0.899902
140
null
null
null
null
null
null
no(M2 and SIP pres)
2.300781
4,226
58.491
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
19,705.547
12,076.5703
null
51
black
35.296875
63
0.584961
0.475952
1
1
0
no
null
null
dnr after sadm
5
61
14.199219
134
44
37.69531
122
3
0.899902
2.699707
135
7.279297
null
null
null
null
null
<2 mo. follow-up
2.405762
4,227
61.91898
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
5
under $11k
37
53,453.531
32,532.9219
null
42.5
white
32.59375
48
0.440979
0.32196
4
0
0
no
0.5
0.4
dnr after sadm
6
59
3.5
106
10
36.29688
197.5
3.399902
1.899902
7
133
7.25
null
null
null
null
0
<2 mo. follow-up
0
4,228
91.20898
1
male
0
28
63
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$25-$50k
37
175,216.125
115,518
null
24.75
white
26.898438
49
0.335999
0.219971
24
0
0
no
0.8
0.7
no dnr
28
74
11.898438
70
32
37.69531
222.84375
3.299805
11
1.5
154
7.429688
null
null
null
null
null
null
3.289063
4,229
64.97998
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
37
80,000.812
53,980
null
38.666657
white
38.09375
60
0.31897
0.204987
1
1
0
no
0.3
0.2
dnr after sadm
23
115
19.699219
134
26
37.89844
115.54688
1.399902
1.699951
2.899902
129
7.399414
null
null
null
null
null
<2 mo. follow-up
2.566406
4,230
72.24097
1
male
0
24
60
ARF/MOSF w/Sepsis
ARF/MOSF
1
0
null
0
143,222.5
87,619.625
null
46.333313
white
32.5
46
0.495972
0.377991
26
0
0
no
0.6
0.5
no dnr
24
121
4.399414
134
29
36.5
193.3125
null
null
2.699707
137
7.399414
null
null
null
null
null
null
2.198731
4,231
75.67395
1
female
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$11-$25k
9
171,279.125
106,489.75
null
49
white
33.898438
61
0.40094
0.281982
14
1
0
no
null
null
dnr after sadm
23
60
22.5
136
9
35.89844
202.5
2.399902
3.099609
2
152
7.40918
null
null
null
null
0
<2 mo. follow-up
0
4,232
25.56899
0
female
0
38
1,331
Coma
Coma
0
17
$11-$25k
44
85,945.312
57,810.7188
null
22.25
white
24.796875
19
0.781982
0.73999
1
0
0
no
null
null
no dnr
38
73
6.899414
40
8
35
519
3.799805
1.5
0.599976
142
7.519531
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,233
58.81198
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
54,651.594
33,309.8125
null
42.5
black
33.09375
53
0.54895
0.434998
10
1
0
no
0.4
0.1
dnr after sadm
11
76
12.599609
130
30
36.19531
187.5
2.299805
null
3.199707
134
7.449219
null
null
null
null
0
<2 mo. follow-up
0
4,234
66.92395
1
male
0
7
183
Colon Cancer
Cancer
1
15
$11-$25k
0
7,351.648
4,601.1953
null
10.5
white
14
15
0.850952
0.670898
1
0
0
metastatic
0.8
0.5
no dnr
7
107
5.399414
64
20
37.09375
null
null
0.799927
1
141
null
null
null
null
null
0
null
0
4,235
78.78699
1
male
1
74
74
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
41
null
null
null
37.5
white
30.199219
59
0.323975
0.209991
12
0
0
no
0.5
0.4
no dnr
74
83
25.097656
120
4
38.39844
157.5
2.399902
1.199951
1.699951
137
7.30957
null
null
null
null
0
null
0
4,236
27.661
0
male
0
7
1,327
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
22,497.688
14,607.8906
null
12
black
19
14
0.92395
0.896973
3
0
0
no
1
1
no dnr
7
110
14.398438
100
22
36.29688
260
2.5
null
0.899902
138
7.449219
null
null
null
null
null
null
2.190918
4,237
58.823
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
109,539.875
70,529.375
null
44
white
25.5
40
0.746948
0.666992
13
1
0
no
0.6
0.5
dnr after sadm
16
117
12.798828
110
13
36.39844
180
1.199951
0.799927
0.899902
133
7.419922
null
null
null
null
4
<2 mo. follow-up
4
4,238
73.37994
1
female
0
45
676
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
41
null
null
null
16.5
black
21.699219
33
0.592896
0.484985
17
0
0
no
0.8
0.85
no dnr
45
124
6.299805
116
28
37.79688
204
null
null
0.899902
144
7.439453
null
null
null
null
0
null
0
4,239
54.431
1
female
0
4
261
Colon Cancer
Cancer
1
null
null
0
2,386.049
1,735.0772
null
13
white
24.199219
12
0.723999
0.448975
1
0
0
metastatic
null
null
no dnr
4
76
5
104
20
39
null
2.799805
null
0.899902
137
null
null
null
null
null
null
null
1.887451
4,240
70.12195
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
92,355.25
54,605
null
53
black
27.5
32
0.543945
0.429993
3
0
0
no
0.5
0.5
dnr after sadm
22
56
14.199219
124
10
35.69531
237.125
null
0.099991
1.199951
154
7.529297
null
null
null
null
0
<2 mo. follow-up
0
4,241
76.20496
1
male
1
11
11
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
41
38,628.625
24,617.3281
null
40.5
white
36.296875
90
0.075989
0.028
2
0
0
metastatic
0.1
0.001
dnr before sadm
0
59
0.099991
136
28
36.39844
250
1.899902
2.199707
2.099609
143
7.429688
null
null
null
null
3
<2 mo. follow-up
3
4,242
80.71198
0
female
0
34
1,324
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
61
61,520.188
41,577.7188
null
24.25
white
15.199219
13
0.666992
0.570923
4
0
0
no
0.25
0.1
no dnr
34
75
9.599609
66
9
37.5
225.6875
2.599609
null
0.699951
141
7.479492
null
null
null
null
3
adl>=4 (>=5 if sur)
3
4,243
47.918
1
male
0
5
37
Cirrhosis
COPD/CHF/Cirrhosis
2
10
under $11k
0
3,757
2,664.832
null
4
black
26.796875
48
0.75293
0.609985
1
0
0
no
0.8
0.8
no dnr
5
118
15.599609
91
44
37.89844
null
2.399902
22
1.099854
136
null
null
null
null
0
0
<2 mo. follow-up
0
4,244
68.32599
1
male
0
7
57
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
20,914.094
14,036.7734
null
17.5
white
31.5
41
0.598999
0.409973
6
1
0
no
0.7
0.3
no dnr
7
46
12.199219
60
32
36.39844
338.0625
null
null
1
128
7.519531
null
null
null
1
0
<2 mo. follow-up
0
4,245
58.03699
1
male
1
16
16
Coma
Coma
1
null
null
100
null
null
null
24
white
23.296875
43
0.294983
0.223999
1
0
0
no
null
null
dnr after sadm
4
109
14.298828
130
28
39
270
1.799805
0.799927
1.699951
141
7.349609
null
null
null
null
null
<2 mo. follow-up
2.536133
4,246
54.63098
0
female
0
113
1,321
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
under $11k
0
null
null
null
38.75
white
24
27
0.784912
0.713989
16
0
0
no
0.4
0.4
no dnr
113
99
23.5
184
14
38.5
236.65625
null
0.799927
0.399963
135
7.449219
null
null
null
null
7
null
7
4,247
54.40399
0
female
0
31
1,320
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
41
77,659.062
52,406.4375
null
29.5
white
26.898438
50
0.672974
0.576904
1
1
0
no
null
null
no dnr
31
69
5.799805
106
23
38.59375
113.84375
1.599854
0.899902
1.699951
142
7.55957
null
null
null
null
null
null
2.958008
4,248
70.43695
1
female
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
196,870.625
117,628.062
null
52
white
41.5
71
0.265991
0.159973
11
0
0
no
null
null
dnr after sadm
19
59
46.5
138
30
35.89844
272.5
null
5.199219
4.399414
127
7.359375
null
null
null
null
null
<2 mo. follow-up
2.1875
4,249
68.85095
1
male
0
16
220
Colon Cancer
Cancer
1
null
null
0
18,922.438
12,394.3828
null
16.666656
white
28.597656
50
0.580933
0.260986
1
0
0
metastatic
null
null
no dnr
16
133
13.699219
128
36
39.29688
276
null
6.099609
0.899902
134
7.489258
null
null
null
null
null
null
2.616211
4,250
54.08899
0
female
0
57
1,319
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
null
37
121,103.375
80,398.8125
null
25.5
black
21.398438
41
0.787964
0.718994
1
0
0
no
null
null
no dnr
57
113
7.5
110
30
38.19531
368
2.799805
0.5
2.299805
144
7.469727
null
null
null
null
6
null
6
4,251
66.349
0
male
0
9
1,320
COPD
COPD/CHF/Cirrhosis
3
14
under $11k
0
13,372.742
9,138.5938
null
21.5
black
31.199219
36
0.684937
0.517944
1
0
0
no
null
null
no dnr
9
127
14.699219
126
6
36.29688
182.84375
2.399902
0.5
1.399902
139
7.379883
null
null
null
1
null
SIP>=30
1.1669
4,252
60.89297
1
female
0
9
11
CHF
COPD/CHF/Cirrhosis
2
12
null
0
15,443.594
11,158.2109
null
14
white
19
16
0.882935
0.803955
1
0
0
no
0.8
0.6
no dnr
9
103
13.898438
64
24
35.59375
252
null
null
1.199951
137
7.449219
null
null
null
2
null
<2 mo. follow-up
1.839
4,253
44.89798
1
male
1
5
5
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
26
26,682.391
18,153.2812
null
42
white
39.09375
85
0.360962
0.168976
1
0
0
no
null
null
no dnr
5
45
5.599609
174
36
38.19531
206
2.199707
11.699219
1.199951
132
7.55957
null
null
null
null
3
<2 mo. follow-up
3
4,254
69.20197
1
female
0
10
41
Lung Cancer
Cancer
1
null
null
0
6,285.047
4,821.9883
null
7
white
18.898438
9
0.657959
0.35498
1
0
0
metastatic
null
null
no dnr
10
93
9.298828
100
16
35.39844
null
null
0.5
0.899902
138
null
null
null
null
null
null
<2 mo. follow-up
2.80957
4,255
56.06299
0
female
0
5
1,317
CHF
COPD/CHF/Cirrhosis
5
12
null
0
8,491.492
5,716.0938
null
9
black
19.5
25
0.888916
0.813965
1
1
0
no
0.7
0.5
no dnr
5
73
9.699219
52
24
36.79688
376.1875
null
null
1.699951
136
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
4,256
75.14294
1
male
0
54
595
MOSF w/Malig
ARF/MOSF
1
8
null
0
218,304.75
141,797.875
null
37.25
white
32.796875
57
0.339966
0.223999
17
0
0
yes
null
null
no dnr
54
133
0.299988
134
24
39
231.40625
2.399902
4.399414
1
152
7.429688
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,257
77.42596
1
male
0
21
697
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
$11-$25k
0
42,596.344
28,186.9375
null
26.333328
white
33.796875
66
0.545898
0.432983
1
1
0
no
0.75
0.6
no dnr
21
63
15.798828
60
0
34.89844
343.3125
2.5
null
5.5
131
7.5
null
null
null
null
1
no(M2 and SIP pres)
1
4,258
64.51196
1
female
0
6
1,292
Colon Cancer
Cancer
1
15
$11-$25k
0
8,172.75
4,955.9102
null
16
white
15.898438
13
0.831909
0.633911
1
0
0
metastatic
null
null
no dnr
6
104
4.5
76
20
36.19531
null
3.399902
0.399963
0.799927
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
4,259
57.57199
1
male
0
6
284
CHF
COPD/CHF/Cirrhosis
1
16
null
0
3,218.248
2,497.7969
null
12
hispanic
21.699219
28
0.86499
0.776978
1
0
0
no
null
null
no dnr
6
110
8.099609
96
24
36.79688
null
null
null
3
144
null
null
null
null
1
null
null
1.1669
4,260
82.52698
1
male
1
7
7
CHF
COPD/CHF/Cirrhosis
1
5
under $11k
26
27,246.438
16,079.7734
null
37.5
black
53.796875
68
0.007
0
1
0
0
no
null
null
dnr after sadm
7
39
15.898438
134
20
36.69531
108.75
2.799805
0.399963
3.799805
132
7.319336
null
null
null
null
6
<2 mo. follow-up
6
4,261
64.961
1
female
0
42
564
MOSF w/Malig
ARF/MOSF
0
11
under $11k
37
null
null
null
14.5
black
22
43
0.55188
0.438965
3
0
0
yes
0.75
0.5
no dnr
42
137
null
106
30
38.5
350
2
null
2
132
7.469727
null
null
null
null
1
adl>=4 (>=5 if sur)
1
4,262
90.71594
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
null
9
21,404.297
13,206.875
null
26
black
35.695313
54
0.306946
0.19397
3
0
0
no
0.25
0.2
dnr after sadm
5
108
12
100
36
35.19531
91.82812
null
null
1.899902
135
7.439453
null
null
null
null
0
<2 mo. follow-up
0
4,263
69.21594
1
female
0
34
55
MOSF w/Malig
ARF/MOSF
2
9
under $11k
0
86,351.562
55,435.9688
null
40
white
31.5
70
0.481995
0.363953
2
1
0
yes
null
null
no dnr
34
67
1.099854
170
32
35.79688
336.625
1.799805
0.599976
1.299805
147
7.299805
null
null
null
null
1
<2 mo. follow-up
1
4,264
56.37198
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
17
null
0
42,452.438
27,247.7812
null
41.5
white
29.898438
59
0.668945
0.572998
2
0
0
yes
null
null
dnr after sadm
6
56
16.699219
140
12
39.89844
240
1.799805
3.199707
1.899902
143
7.359375
null
null
null
null
null
<2 mo. follow-up
2.12207
4,265
44.67398
1
female
0
5
134
Colon Cancer
Cancer
3
12
$11-$25k
0
2,538.799
1,843.1514
null
9
white
15.398438
14
0.86792
0.702881
1
1
0
metastatic
null
null
no dnr
5
73
4.799805
80
20
36.59375
null
null
0.5
0.599976
136
null
null
null
null
null
null
no(M2 and SIP pres)
1.945557
4,266
26.752
0
male
0
14
1,310
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
0
35,316.125
23,421.3906
null
23
black
36.398438
46
0.756958
0.679932
1
0
0
no
0.9
0.9
no dnr
14
51
21.699219
130
12
39.39844
108
2.199707
1.699951
1
137
7.349609
null
null
null
null
0
null
0
4,267
23.26399
0
male
0
22
1,309
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
null
9
93,008.875
58,490.0625
null
36.666657
black
25.5
34
0.86499
0.817993
4
0
0
no
null
null
no dnr
22
110
20.199219
110
38
38.69531
150
2.099609
0.899902
0.899902
143
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0
4,268
88.172
1
male
1
7
7
Coma
Coma
1
null
null
55
17,919.734
12,661.3359
null
15
white
17.898438
17
0.378967
0.304993
1
0
0
no
null
null
dnr after sadm
3
89
14.699219
54
14
37.09375
433.3125
null
null
1.099854
135
7.55957
null
null
null
null
4
<2 mo. follow-up
4
4,269
49.711
0
female
0
14
1,309
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
49,613.438
31,112.6875
null
23
white
27.199219
29
0.751953
0.67395
15
0
0
no
0.9
0.88
no dnr
14
82
8.898438
112
42
37.59375
180
null
null
0.5
131
7.5
null
null
null
null
2
no(M2 and SIP pres)
2
4,270
66.02295
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
0
68,266.188
41,666.3125
null
50
white
25.898438
39
0.747925
0.668945
3
0
0
no
0.4
0.35
dnr after sadm
10
61
8
120
40
39.19531
147.25
null
null
0.799927
135
7.449219
null
null
null
null
0
<2 mo. follow-up
0
4,271
73.86694
1
female
0
38
145
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
44
139,384.25
91,699.9375
null
24.5
white
17.898438
16
0.672974
0.577881
13
0
0
no
null
null
dnr after sadm
21
63
9.099609
100
11
37.39844
336
3
null
0.5
140
7.479492
null
null
null
null
0
adl>=4 (>=5 if sur)
0
4,272
76.97998
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
58,267.438
38,300.0938
null
36.333313
white
39.296875
69
0.302979
0.190979
1
0
0
yes
0.6
0.55
dnr after sadm
11
45
4.299805
74
14
37.89844
92
1.5
0.399963
2.599609
148
7.199219
null
null
null
null
null
<2 mo. follow-up
3.002441
4,273
58.92999
0
female
0
79
1,307
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
37
128,515.375
85,647.1875
null
16.5
white
25.398438
51
0.642944
0.541992
5
0
0
no
0.5
0.5
no dnr
79
137
16.898438
160
29
39
360
1.599854
0.699951
0.399963
136
7.459961
null
null
null
null
1
adl>=4 (>=5 if sur)
1
4,274
38.74597
0
female
0
20
1,307
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
132,709.625
93,150.0625
null
15
white
25.5
37
0.807983
0.743896
39
1
0
no
0.5
0.5
no dnr
20
109
1.699951
66
22
36.29688
290
1.599854
0.699951
1.899902
136
7.419922
null
null
null
0
0
null
0
4,275
29.62099
1
female
0
15
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
89
53,349.375
34,999
null
34.666657
white
39.695313
35
0.17099
0.08699
1
0
0
yes
0.5
0.4
no dnr
15
75
2.699707
50
29
35.29688
256
2.699707
0.599976
0.5
118
7.449219
null
null
null
null
7
<2 mo. follow-up
7
4,276
64.54199
1
female
0
31
100
COPD
COPD/CHF/Cirrhosis
2
null
null
0
213,444.5
144,919
null
17.5
white
22.699219
28
0.766968
0.629883
59
0
0
no
null
null
no dnr
31
112
7.599609
124
40
38
233.3125
null
null
0.5
139
7.40918
null
null
null
null
null
null
2.526367
4,277
77.40698
1
male
1
7
7
Cirrhosis
COPD/CHF/Cirrhosis
2
12
null
37
37,871.438
24,670.9062
null
23
white
43.398438
102
0
0
14
1
0
metastatic
null
null
dnr after sadm
6
51
4.599609
104
26
34.29688
176
1.399902
5.799805
4.5
137
7.329102
null
null
null
null
6
<2 mo. follow-up
6
4,278
55.491
0
female
0
33
1,301
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
$25-$50k
0
98,300.812
64,919.1562
null
26
white
21.199219
30
0.849976
0.797974
3
0
0
no
null
null
no dnr
33
111
6.899414
110
40
38.29688
373.3125
2.399902
null
0.5
141
7.349609
null
null
null
null
0
SIP>=30
0
4,279
74.96497
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
35,012.969
22,773.625
null
38.5
white
27.398438
56
0.651978
0.552979
6
0
0
no
0.3
0.3
no dnr
12
67
16.398438
150
48
36.29688
223.3125
2.299805
1.099854
1.599854
135
7.40918
null
null
null
null
5
<2 mo. follow-up
5
4,280
65.41498
1
female
0
14
803
COPD
COPD/CHF/Cirrhosis
2
14
under $11k
0
14,174
null
null
9.333328
white
20.199219
29
0.825928
0.716919
1
0
0
yes
0.8
0.8
dnr before sadm
0
80
8.699219
80
25
37.79688
201.65625
3.899902
0.799927
2.299805
139
7.319336
337
41
3,800
0
0
no(M2 and SIP pres)
0
4,281
44.909
1
male
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
26
55,018
null
null
17.333328
white
43.398438
59
0.311951
0.198975
3
0
0
no
0.75
0.7
dnr after sadm
24
46
10.898438
122
33
36.09375
null
2.599609
1
1.299805
144
null
94
20
4,950
null
0
<2 mo. follow-up
0
4,282
65.31396
1
female
0
40
129
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
57,653
null
null
23.25
white
26.398438
46
0.768921
0.694946
1
0
0
no
0.75
0.6
no dnr
40
73
7.399414
138
32
38.89844
400
null
0.699951
0.699951
138
7.419922
88
4
1,600
null
1
null
1
4,283
50.396
0
female
0
35
1,086
Coma
Coma
1
12
$25-$50k
44
90,395
null
null
24.75
white
26.296875
38
0.544922
0.475952
2
1
0
no
0.05
0.05
dnr after sadm
3
73
6.799805
54
22
36.69531
null
2.5
2.399902
0.599976
137
null
66
9
1,100
null
0
no(M2 and SIP pres)
0
4,284
39.26898
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
1
13
$25-$50k
9
75,303
47,321.2812
45,979
29
white
36.59375
83
0.169983
0.085999
20
0
0
metastatic
0.5
0
dnr after sadm
2
73
5.599609
80
25
37.79688
247.59375
3.599609
0.699951
2.5
138
7.489258
104
53
null
null
1
<2 mo. follow-up
1
4,285
69.13599
1
female
1
3
3
CHF
COPD/CHF/Cirrhosis
3
14
$25-$50k
0
18,689
null
null
46
white
75.296875
87
0
0
1
1
0
no
0.1
0.5
no dnr
3
73
23.597656
108
26
36.19531
410.6875
3.099609
null
1.199951
141
7.359375
291
38
1,605
null
2
<2 mo. follow-up
2
4,286
40.34998
1
female
0
4
70
CHF
COPD/CHF/Cirrhosis
1
13
null
0
2,466
null
null
8
black
22.699219
36
0.897949
0.828979
1
0
0
no
0.4
0.05
dnr after sadm
1
110
5.5
60
20
36.09375
276.1875
null
null
1.099854
137
7.349609
152
23
550
6
null
adl>=4 (>=5 if sur)
4.527344
4,287
67.87695
1
male
0
17
767
Colon Cancer
Cancer
1
12
null
0
32,329
null
null
19.333328
white
41.398438
33
0.218994
0.022999
1
0
0
metastatic
0.93
0.8
no dnr
17
67
null
60
25
38.29688
370.3125
2.599609
null
1.599854
142
7.419922
278
24
1,300
null
1
null
1
4,288
76.71997
1
female
0
8
736
Lung Cancer
Cancer
2
18
$11-$25k
0
11,391
null
null
15.5
white
22.796875
14
0.537964
0.214996
1
1
0
metastatic
0.8
0.6
no dnr
8
77
21.296875
80
20
36.09375
300
null
1.299805
0.899902
140
7.429688
136
11
null
3
1
null
1
4,289
47.52399
0
male
0
93
1,082
Coma
Coma
0
14
null
89
154,483
100,133.438
94,355
26.75
white
18.796875
16
0.541992
0.472961
3
0
0
no
0.8
0.75
dnr after sadm
42
56
5.099609
102
40
38.29688
330
2.899902
null
1.099854
136
7.479492
108
16
5,380
null
0
adl>=4 (>=5 if sur)
0
4,290
80.68994
1
female
1
4
4
Coma
Coma
2
6
$11-$25k
100
67,555
null
null
40
white
21.296875
37
0.064987
0.035995
15
1
0
no
0.05
0.05
dnr after sadm
3
107
7.399414
68
20
36.39844
null
null
null
0.799927
135
null
93
12
null
null
null
<2 mo. follow-up
3.039551
4,291
46.39297
1
male
0
29
60
MOSF w/Malig
ARF/MOSF
0
null
null
0
46,628
null
null
20.75
white
16.699219
17
0.835938
0.779907
1
0
0
yes
0.8
0.5
no dnr
29
52
12.298828
107
8
35.59375
135
null
0.5
2.899902
142
7.319336
99
65
2,095
null
null
null
1.986816
4,292
68.96899
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
0
46,514
null
null
50
white
53.898438
98
0.022999
0.004999
31
0
0
no
0.1
0.1
no dnr
4
107
9.599609
76
16
37.09375
null
null
0.5
1.099854
144
null
63
17
null
null
2
<2 mo. follow-up
2
4,293
67.67395
1
male
1
35
35
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
37
162,435
null
null
37.75
hispanic
30.296875
72
0.41394
0.293945
15
0
0
no
0.2
0.2
dnr after sadm
35
70
5.899414
80
20
35.59375
400
null
null
2.099609
143
7.5
139
24
null
null
0
<2 mo. follow-up
0
4,294
58.22897
1
male
0
6
195
Colon Cancer
Cancer
1
16
>$50k
0
10,123
null
null
9
white
13.699219
6
0.866943
0.701904
1
0
0
metastatic
0.9
0.6
no dnr
6
119
16.398438
102
28
35.59375
113.32812
2.5
0.299988
0.699951
137
7.509766
72
13
3,265
1
1
no(M2 and SIP pres)
1
4,295
55.99698
1
male
0
78
183
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
325,893
null
null
39
white
38.695313
54
0.441956
0.322998
15
0
0
no
0.95
0.95
no dnr
78
77
6.799805
70
20
36.09375
null
3.699707
2.099609
2.299805
138
null
120
35
null
null
null
Coma or Intub
2.189453
4,296
59.38397
0
male
0
41
1,078
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
0
92,841
64,880.2812
57,448
22.75
white
28.898438
47
0.704956
0.615967
5
0
0
no
0.5
0.5
no dnr
41
37
0.399963
188
10
36.09375
140
2.299805
1.299805
1
143
7.459961
150
31
2,235
null
1
adl>=4 (>=5 if sur)
1
4,297
34.853
0
female
0
29
1,077
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
67,010
null
null
21
white
26.699219
24
0.850952
0.799927
2
0
0
no
0.7
0.7
no dnr
29
69
0.699951
77
32
39.39844
170
2.799805
2.099609
2.799805
134
7.469727
118
46
3,410
null
7
no(M2 and SIP pres)
7
4,298
68.39996
0
male
0
17
1,076
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
45,859
null
null
13.666664
white
16.597656
7
0.851929
0.800903
7
0
0
no
0.75
0.5
dnr after sadm
2
63
6.299805
110
6
39.89844
312.5
null
null
1.399902
132
7.329102
165
10
6,990
null
0
adl>=4 (>=5 if sur)
0
4,299
54.84198
0
male
0
10
1,076
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
$11-$25k
0
30,104
19,874.3594
17,731
15.5
black
24.796875
38
0.800903
0.734985
4
1
0
no
0.8
0.8
no dnr
10
110
6.399414
116
46
39.19531
130
null
8.798828
1
129
7.439453
124
18
1,515
1
0
no(M2 and SIP pres)
0
4,300
51.19498
1
male
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
17
under $11k
0
110,430
null
null
36
white
33.59375
63
0.634888
0.532959
7
0
0
no
0.5
0.5
dnr after sadm
17
41
17.5
44
12
39
130
2.099609
2.599609
1.599854
145
7.429688
184
15
2,240
null
null
<2 mo. follow-up
2.17334