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
2,201
77.82599
0
female
0
28
1,503
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
0
59,663
27,647.4062
null
21.25
white
23.097656
30
0.7229
0.637939
7
0
0
no
0.7
0.4
dnr before sadm
-4
60
5.799805
49
24
36.19531
300
2.799805
null
1.899902
137
7.449219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,202
82.35498
1
female
0
7
252
Coma
Coma
2
18
$25-$50k
100
5,849
3,759.3828
null
8
white
15.699219
17
0.268982
0.200989
1
0
1
no
0.5
0.25
dnr after sadm
1
113
6.299805
60
20
36.39844
null
null
null
1
139
null
null
null
null
null
7
adl>=4 (>=5 if sur)
7
2,203
87.61096
1
male
0
87
129
CHF
COPD/CHF/Cirrhosis
5
8
under $11k
0
77,925
50,186.2812
null
8.75
white
20.5
36
0.774902
0.640991
1
1
0
no
0.4
0.2
dnr after sadm
1
107
9.398438
60
20
36.59375
218.5
null
null
2.099609
145
7.479492
null
null
null
null
1
adl>=4 (>=5 if sur)
1
2,204
50.81497
0
female
0
6
1,501
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
6,782
4,035.1836
null
13
black
23.597656
39
0.86499
0.775879
1
1
0
no
0.98
0.95
no dnr
6
73
4.5
70
20
36.69531
null
2.799805
0.299988
5.699219
139
7.389648
null
null
null
0
0
null
0
2,205
34.54099
0
female
0
21
1,500
ARF/MOSF w/Sepsis
ARF/MOSF
0
19
null
0
55,377
22,339.2344
null
32
white
18.699219
32
0.925903
0.898926
1
0
0
no
0.98
0.98
no dnr
21
63
7.799805
142
14
38.39844
202
3.099609
0.799927
1.299805
139
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
2,206
83.08795
1
female
1
34
34
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
under $11k
89
43,926
24,020.4688
null
17.5
black
42.5
67
0.007999
0.001
1
0
0
no
0.6
0.4
dnr after sadm
1
43
26.097656
120
24
34.69531
504
2.299805
0.299988
6.299805
149
7.359375
null
null
null
null
7
<2 mo. follow-up
7
2,207
67.53198
1
female
0
15
283
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
25,469
9,964.6797
null
22
white
25
30
0.782959
0.712891
1
0
0
no
0.7
0.5
no dnr
15
52
5.299805
64
8
37.79688
195
3
null
0.699951
134
7.179688
null
null
null
null
null
null
2.063965
2,208
64.13696
1
male
0
19
1,106
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
50,784
39,553.5312
null
30
white
21.5
43
0.759888
0.68396
6
1
0
yes
0.95
0.9
no dnr
19
70
13
125
33
38.19531
296
null
null
1.099854
135
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
2,209
89.83698
1
female
0
8
63
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$11-$25k
0
11,439
5,436.3047
null
8.5
white
31.199219
40
0.510986
0.393982
2
0
0
no
null
null
no dnr
8
123
5.599609
80
30
36.19531
118.32812
3
0.399963
3.899902
144
7.449219
null
null
null
1
1
null
1
2,210
57.20697
0
male
0
12
1,497
Colon Cancer
Cancer
2
14
$25-$50k
0
18,587
10,156.1484
null
11.5
white
2.699707
21
0.94397
0.865967
1
0
0
metastatic
0.99
0.5
no dnr
12
77
5.699219
70
15
36.09375
null
4.699219
0.5
1.099854
136
null
null
null
null
0
0
null
0
2,211
84.50897
1
male
1
13
13
Coma
Coma
2
6
under $11k
89
29,340
11,978.5312
null
32
white
20.296875
46
0.176971
0.120987
1
0
0
no
0.25
0.15
dnr after sadm
9
69
7.399414
158
30
38.19531
420
2.399902
0.5
1.299805
149
7.439453
null
null
null
null
0
<2 mo. follow-up
0
2,212
80.91998
1
female
0
11
13
COPD
COPD/CHF/Cirrhosis
1
null
null
0
16,313
7,441.9102
null
18.5
white
22.296875
23
0.736938
0.586914
1
0
1
no
0.9
0.5
dnr after sadm
8
67
8.699219
128
8
37.79688
206.65625
null
null
0.5
135
7.40918
null
null
null
null
null
<2 mo. follow-up
4.399414
2,213
70.23999
0
female
0
15
1,490
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
0
19,161
13,954.1172
null
16.333328
white
18.898438
31
0.85498
0.804932
1
1
0
no
0.7
0.3
no dnr
15
64
8.199219
64
20
38.09375
130.59375
null
null
1.199951
135
7.469727
null
null
null
2
1
no(M2 and SIP pres)
1
2,214
44.04898
1
female
0
6
39
Colon Cancer
Cancer
1
12
$25-$50k
0
7,996
4,786.5938
null
20
black
36.296875
24
0.462952
0.148987
1
0
0
metastatic
0.5
0.2
no dnr
6
103
17.699219
120
24
39.39844
null
2.299805
1.199951
0.699951
134
null
null
null
null
0
0
<2 mo. follow-up
0
2,215
84.70898
1
male
0
10
498
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
9
22,238
12,097.125
null
8.5
white
24.097656
35
0.620972
0.515991
10
0
0
no
0.6
0.5
no dnr
10
117
10.699219
70
26
36.19531
471.625
3.899902
0.5
2.799805
145
7.419922
null
null
null
null
7
adl>=4 (>=5 if sur)
7
2,216
22.61699
0
female
0
19
1,487
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
>$50k
0
77,442
32,460.3125
null
19.666656
white
22.597656
18
0.886963
0.846924
24
0
0
no
0.95
0.95
no dnr
19
63
5.799805
126
8
38.19531
503.3125
null
null
0.5
135
7.419922
null
null
null
null
0
SIP>=30
0
2,217
61.07898
1
male
1
34
34
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
106,796
36,357.6562
null
33.25
white
27.796875
24
0.762939
0.687988
1
0
0
no
0.65
0.5
no dnr
34
47
6.399414
66
6
36.09375
253.3125
2.699707
0.399963
0.399963
136
7.349609
null
null
null
null
null
<2 mo. follow-up
2.493652
2,218
70.36597
1
female
0
6
1,339
Lung Cancer
Cancer
1
null
null
0
6,223
3,822.707
null
19
null
14.298828
9
0.746948
0.484985
1
0
0
metastatic
0.9
0.8
no dnr
6
83
5.099609
84
20
36.69531
null
null
null
0.899902
144
null
null
null
null
null
null
null
2.637207
2,219
38.448
1
female
1
34
34
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
88,669
31,513.9062
null
32.5
white
24
40
0.879883
0.837891
1
0
0
no
0.8
0.8
dnr after sadm
29
119
4.599609
64
20
37.79688
204.75
3.199707
0.099991
3.599609
142
7.359375
null
null
null
null
null
<2 mo. follow-up
1.805908
2,220
43.23898
0
male
0
11
1,482
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$11-$25k
0
40,025
30,081.8594
null
34.5
white
21.699219
30
0.870972
0.825928
4
0
0
no
0.8
0.7
no dnr
11
70
16.597656
70
38
39.29688
190
null
1.399902
0.899902
134
7.339844
null
null
null
null
null
no(M2 and SIP pres)
1.980957
2,221
69.45898
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
54,062
41,957.7812
null
56
white
33.59375
62
0.462952
0.343994
10
1
0
no
0.75
0.6
no dnr
7
45
19.296875
120
46
39.09375
248
2.299805
null
1.199951
149
7.519531
null
null
null
null
null
<2 mo. follow-up
2.476563
2,222
80.37195
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
28,526
9,979.5781
null
40
white
20.898438
30
0.766968
0.691895
4
0
0
no
0
0
no dnr
7
61
13.099609
133
12
38.69531
215
1.799805
0.5
0.799927
142
7.389648
null
null
null
null
0
<2 mo. follow-up
0
2,223
55.93198
1
female
0
10
792
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
null
0
25,230
10,519.9688
null
28
black
25.097656
57
0.79895
0.73291
3
1
0
no
0.9
0.9
no dnr
10
61
10
110
6
36.59375
216
2.5
0.299988
2.799805
134
7.469727
null
null
null
0
0
no(M2 and SIP pres)
0
2,224
46.10797
0
male
0
226
1,480
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
421,711
264,855
null
42.5
white
32.898438
50
0.736938
0.654907
1
0
0
no
0.75
0.75
no dnr
226
51
15.699219
140
43
38.89844
202.5
2.199707
1.599854
0.899902
153
7.439453
null
null
null
null
null
adl>=4 (>=5 if sur)
2.174805
2,225
50.64499
1
male
0
7
706
Cirrhosis
COPD/CHF/Cirrhosis
3
17
under $11k
9
8,764
5,128.2109
null
10
white
16.296875
22
0.861938
0.770996
1
0
0
no
0.7
0.5
no dnr
7
97
5.299805
80
20
37
null
2.899902
1.899902
1.5
134
null
null
null
null
6
1
no(M2 and SIP pres)
1
2,226
62.48599
1
female
1
9
9
Colon Cancer
Cancer
1
null
null
0
7,395
4,865.1836
null
9
white
46.59375
47
0.113998
0.004999
1
0
0
metastatic
null
null
dnr after sadm
1
70
22
110
22
35.59375
null
2.199707
14
0.699951
134
null
null
null
null
5
null
<2 mo. follow-up
3.855299
2,227
54.32999
0
male
0
9
1,477
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
46,721
35,097.75
null
9
white
24.597656
23
0.774902
0.701904
17
0
0
no
1
1
no dnr
9
75
13.398438
110
30
38.29688
178
null
null
0.699951
134
7.349609
null
null
null
2
1
no(M2 and SIP pres)
1
2,228
65.65594
1
female
0
14
108
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
32,779
12,959.2578
null
34.666657
white
26.699219
34
0.664917
0.567993
4
0
0
yes
0.75
0.5
no dnr
14
58
5.199219
137
30
38.39844
230
3.399902
null
0.5
134
7.399414
null
null
null
null
null
no(M2 and SIP pres)
2.080078
2,229
84.16998
1
female
1
6
6
Coma
Coma
2
12
under $11k
61
9,943
3,755.8301
null
28
white
28.097656
30
0.11499
0.070999
1
0
0
no
0.1
0.001
dnr before sadm
0
69
13.398438
112
24
38.89844
120
4
1.099854
1.699951
144
7.429688
null
null
null
null
1
<2 mo. follow-up
1
2,230
64.47595
1
male
0
6
68
Lung Cancer
Cancer
2
16
>$50k
0
6,831
4,204.0312
null
11
white
9.898438
17
0.823975
0.619995
1
0
0
metastatic
0.75
0
no dnr
6
109
7.199219
96
16
35.89844
null
3.299805
1.399902
1.099854
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
2,231
64.211
1
male
0
33
137
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
67,530
49,720.875
null
28.5
white
28.097656
36
0.713989
0.626953
3
0
0
no
0.5
0.25
no dnr
33
118
9.5
68
12
38
67.5
null
0.299988
6.799805
136
7.419922
null
null
null
null
3
adl>=4 (>=5 if sur)
3
2,232
65.59094
0
female
0
19
1,475
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
33,458
13,394.7031
null
17.666656
white
26.898438
34
0.721924
0.636963
4
0
0
no
0.9
0.9
no dnr
19
53
7.799805
80
38
39.69531
126.65625
3.299805
0.299988
0.599976
138
7.509766
null
null
null
0
2
no(M2 and SIP pres)
2
2,233
52.62097
1
male
1
17
17
MOSF w/Malig
ARF/MOSF
1
20
>$50k
0
97,248
46,806.2188
null
45.666657
white
47.398438
60
0.059998
0.019997
6
0
0
yes
0.05
0.000125
dnr after sadm
2
46
80.59375
72
28
37.89844
87.14062
2.899902
1.799805
3.699707
125
7.349609
null
null
null
null
0
<2 mo. follow-up
0
2,234
55.32898
1
female
0
31
32
Lung Cancer
Cancer
2
null
null
0
36,321
23,353.5781
null
13
white
13.398438
15
0.790894
0.55896
1
0
0
metastatic
0.9
0.5
dnr after sadm
13
103
8.5
70
20
35.69531
null
4.099609
0.599976
0.599976
137
null
null
null
null
null
null
<2 mo. follow-up
2.228516
2,235
68.81
1
female
1
3
3
COPD
COPD/CHF/Cirrhosis
2
null
under $11k
0
3,666
2,116.4824
null
21
white
27.296875
37
0.61499
0.427979
1
0
0
metastatic
0.02
0.000008
dnr after sadm
1
60
12.398438
120
20
35.59375
219.03125
null
null
0.599976
131
7.30957
null
null
null
null
4
<2 mo. follow-up
4
2,236
61.62097
1
female
0
6
314
Lung Cancer
Cancer
1
12
>$50k
0
6,666
3,844.1074
null
10
white
6.399414
11
0.86792
0.704956
1
0
0
metastatic
0.8
0.6
no dnr
6
97
4.399414
100
20
36.09375
null
4.599609
null
0.699951
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
2,237
76.56897
0
male
0
19
1,460
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
29,690
15,245.2891
null
16
white
22.597656
35
0.753906
0.675903
4
0
0
no
0.9
0.8
no dnr
19
53
5.399414
63
30
38.59375
220
null
0.5
0.799927
136
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
2,238
73.85596
1
male
1
10
10
Coma
Coma
1
12
$25-$50k
44
17,288
6,808.6406
null
25.5
white
19.097656
14
0.544922
0.475952
1
0
0
no
0.05
0.000125
dnr after sadm
5
71
11
114
8
38.5
232.5
3.699707
0.699951
0.799927
135
7.449219
null
null
null
null
0
<2 mo. follow-up
0
2,239
84.27698
1
male
0
22
495
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
null
0
53,017
33,306.75
null
25.333328
white
26.699219
42
0.643921
0.542969
3
0
0
no
0.8
0.8
no dnr
22
63
29.796875
60
6
35.59375
166
null
null
1.799805
138
7.439453
null
null
null
5
0
no(M2 and SIP pres)
0
2,240
51.92297
0
female
0
13
1,458
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
30,647
14,629.6094
null
14.5
white
15.898438
16
0.916992
0.886963
1
0
0
no
0.99
0.98
no dnr
13
100
6.899414
65
16
38.19531
198
2.899902
0.799927
0.699951
139
7.279297
null
null
null
0
0
no(M2 and SIP pres)
0
2,241
72.90594
1
male
0
12
1,068
CHF
COPD/CHF/Cirrhosis
1
13
under $11k
0
19,699
12,867.1562
null
21.5
white
22.699219
40
0.800903
0.679932
1
0
0
no
0.95
0.9
no dnr
12
129
12
100
12
36.19531
270
null
null
2.199707
139
7.429688
null
null
null
0
2
no(M2 and SIP pres)
2
2,242
59.09097
1
male
0
11
18
Lung Cancer
Cancer
1
12
under $11k
0
13,003
7,888.3828
null
12
white
26.5
14
0.494995
0.174988
1
0
0
metastatic
0
0
dnr after sadm
1
87
10
100
25
36.69531
null
2.899902
0.5
0.699951
134
null
null
null
null
0
6
<2 mo. follow-up
6
2,243
83.35095
1
female
0
11
65
CHF
COPD/CHF/Cirrhosis
4
null
null
0
13,550
8,018.4453
null
17
white
19.296875
37
0.809937
0.692993
1
0
0
no
0.8
0.75
no dnr
11
110
7.699219
70
25
36.59375
null
null
0.899902
2.099609
140
null
null
null
null
3
5
null
5
2,244
63.59198
1
male
0
8
91
Colon Cancer
Cancer
1
17
>$50k
0
12,101
7,983.332
null
3.5
black
33.695313
23
0.460999
0.146973
1
0
0
metastatic
0.3
0.1
no dnr
8
117
18.5
80
20
35.19531
null
2.799805
4.399414
0.699951
131
null
null
null
null
5
5
adl>=4 (>=5 if sur)
5
2,245
21.28099
0
female
0
22
1,459
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
32,860
20,276.2344
null
20
black
25.398438
27
0.893921
0.856934
2
0
0
no
0.9
0.8
no dnr
22
68
17.097656
136
30
40.29688
359.25
null
null
0.699951
141
7.399414
null
null
null
0
1
no(M2 and SIP pres)
1
2,246
89.10095
1
male
1
90
90
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
under $11k
0
116,854
92,010.6875
null
32
white
31.5
44
0.532959
0.417969
1
0
0
no
0.8
0.75
no dnr
90
53
21.597656
110
24
38.09375
156
3.299805
0.699951
1.299805
128
7.369141
null
null
null
null
1
adl>=4 (>=5 if sur)
1
2,247
74.65796
0
female
0
23
1,454
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
0
26,459
14,287.1172
null
13.666664
white
37
63
0.475952
0.356995
1
0
0
no
0.85
0.8
no dnr
23
53
31.398438
120
36
36.09375
392.5625
2.899902
0.399963
2.299805
128
7.399414
null
null
null
null
0
no(M2 and SIP pres)
0
2,248
70.935
1
male
0
16
81
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
28,416
15,437.4375
null
14.666664
white
18.199219
19
0.860962
0.812988
1
0
0
no
0.5
0.3
dnr after sadm
1
73
18.199219
98
22
36.29688
294.25
2.199707
0.599976
0.899902
139
7.399414
null
null
null
4
4
no(M2 and SIP pres)
4
2,249
40.099
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
0
27,665
9,428.0156
null
39
black
40.796875
68
0.595947
0.487976
1
0
0
no
0.7
0.7
dnr after sadm
5
55
23.296875
106
42
38.09375
160
2
25.699219
1.899902
143
7.379883
null
null
null
0
0
<2 mo. follow-up
0
2,250
75.09698
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
0
41,196
27,988.9375
null
49
white
30.597656
60
0.562988
0.450989
8
0
0
no
0.05
0.000125
dnr after sadm
6
52
26.796875
113
8
40.09375
317
null
null
2
145
7.549805
null
null
null
null
null
<2 mo. follow-up
2.090332
2,251
65.62396
1
male
0
22
377
Lung Cancer
Cancer
1
8
null
0
37,795
20,885.0156
null
19.666656
white
26.296875
54
0.475952
0.158997
1
0
0
metastatic
0.85
0.75
dnr after sadm
20
73
0.899902
140
24
38.29688
null
2.899902
null
1.399902
134
7.489258
null
null
null
0
1
no(M2 and SIP pres)
1
2,252
39.61899
1
female
0
7
111
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
12,213
5,289.6758
null
21
white
30.597656
32
0.799927
0.733887
1
1
0
no
null
null
no dnr
7
43
4.599609
74
20
38.39844
466.625
2.099609
0.399963
0.399963
132
7.469727
null
null
null
null
null
null
3.415527
2,253
96.70599
1
male
0
7
93
COPD
COPD/CHF/Cirrhosis
3
null
under $11k
26
7,407
4,494.0625
null
11
white
16.898438
26
0.611938
0.42395
1
0
1
no
0.75
0.75
dnr before sadm
-1
103
3.299805
70
25
37
417.125
3.099609
0.299988
1.199951
138
7.379883
null
null
null
null
6
adl>=4 (>=5 if sur)
6
2,254
88.159
1
male
0
40
43
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
0
59,176
42,419.75
null
23.5
white
12.199219
21
0.879883
0.836914
1
0
1
no
0.1
0.001
dnr after sadm
2
60
7.899414
69
10
38.79688
232.5
2.5
1.099854
0.899902
140
7.399414
null
null
null
null
1
<2 mo. follow-up
1
2,255
73.08698
1
male
0
20
48
CHF
COPD/CHF/Cirrhosis
4
12
$25-$50k
0
19,910
12,320.1172
null
13
white
24.398438
36
0.723999
0.569946
1
1
0
yes
0.4
0.2
dnr after sadm
1
83
11.898438
80
25
36.69531
305
3.099609
1.099854
2.299805
134
7.40918
null
null
null
4
3
<2 mo. follow-up
3
2,256
74.55695
0
male
0
28
1,449
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
50,568
32,572.0625
null
23.75
white
25.699219
42
0.726929
0.642944
2
0
0
no
0.7
0.6
no dnr
28
52
11.5
64
10
38.19531
191.40625
null
1.099854
1.899902
138
7.40918
null
null
null
0
1
no(M2 and SIP pres)
1
2,257
76.271
0
female
0
33
1,449
MOSF w/Malig
ARF/MOSF
3
16
null
0
79,339
59,362
null
34.25
white
30.796875
53
0.417969
0.297974
9
1
0
yes
null
null
dnr after sadm
2
62
7.399414
113
26
38.5
59
2.199707
null
1.199951
130
7.459961
null
null
null
null
1
SIP>=30
1
2,258
85.39398
1
female
0
9
194
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
0
10,243
7,546.2773
null
16
white
18.796875
19
0.812988
0.75
1
0
0
no
0.5
0.2
no dnr
9
100
10.599609
65
24
38.69531
288
null
0.899902
0.599976
132
7.469727
null
null
null
null
5
adl>=4 (>=5 if sur)
5
2,259
65.77698
1
male
0
10
31
Lung Cancer
Cancer
1
null
null
0
13,376
8,313.875
null
14
white
38.898438
29
0.126984
0.006
1
0
0
metastatic
0.9
0.85
no dnr
10
73
9.898438
110
15
35.59375
null
1.899902
null
0.899902
137
null
null
null
null
null
null
<2 mo. follow-up
3.240234
2,260
95.00098
1
male
0
33
855
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
51,385
38,111.875
null
15
white
20.898438
37
0.74292
0.661987
1
0
0
no
0.7
0.5
dnr after sadm
25
109
5
68
24
36.29688
230
3.099609
0.399963
10.298828
144
7.15918
null
null
null
5
2
no(M2 and SIP pres)
2
2,261
95.65796
1
male
0
6
287
ARF/MOSF w/Sepsis
ARF/MOSF
2
7
under $11k
0
12,752
6,904.0234
null
18
white
16.898438
24
0.728882
0.644897
3
0
0
yes
0.8
0.6
no dnr
6
97
7.399414
100
25
36.69531
386.625
2.699707
null
1
141
7.469727
null
null
null
6
2
adl>=4 (>=5 if sur)
2
2,262
81.93597
1
male
0
17
188
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
23,223
16,159.3828
null
21
white
18.898438
34
0.821899
0.761963
1
1
0
no
0.75
0.6
no dnr
17
69
14.298828
70
28
38
450
3.599609
1
1.699951
136
7.419922
null
null
null
null
6
adl>=4 (>=5 if sur)
6
2,263
31.034
1
male
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
0
71,576
25,119.9688
null
42
white
36.195313
48
0.740967
0.659912
1
0
0
no
0.5
0.5
dnr after sadm
21
50
13
122
8
33.39844
240
2.699707
0.399963
0.599976
138
7.419922
null
null
null
null
null
<2 mo. follow-up
2.305664
2,264
85.52997
1
female
0
17
31
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
76,341
44,854.9688
null
11.333328
white
22.699219
39
0.580933
0.387939
52
0
1
no
null
0.5
no dnr
17
121
17.398438
118
30
37.79688
276
3.599609
0.399963
0.5
135
7.269531
null
null
null
null
1
<2 mo. follow-up
1
2,265
84.42395
1
female
0
7
837
CHF
COPD/CHF/Cirrhosis
2
14
$11-$25k
0
8,777
3,951.0606
null
13
white
15.699219
32
0.850952
0.754883
1
1
0
no
0.4
0.1
no dnr
7
68
8.599609
58
28
37.79688
402
null
0.699951
1
136
7.459961
null
null
null
null
1
no(M2 and SIP pres)
1
2,266
43.62997
0
female
0
34
1,442
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
>$50k
0
44,202
24,045.0938
null
17.5
white
26.898438
37
0.835938
0.780884
1
0
0
no
0.95
0.95
no dnr
34
53
11.199219
110
26
38.89844
557.125
2.099609
0.699951
0.799927
132
7.399414
null
null
null
7
null
SIP>=30
5.199497
2,267
59.48798
0
male
0
33
1,444
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
0
54,994
34,875.8125
null
30.75
black
33.195313
58
0.664917
0.567993
1
0
0
no
0.9
0.9
no dnr
33
60
30
135
44
38.69531
97.5
2.299805
0.799927
0.799927
132
7.40918
null
null
null
null
null
SIP>=30
2.629883
2,268
36.22699
1
male
0
16
314
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
37,450
17,838.1719
null
16.333328
white
21.898438
14
0.901978
0.866943
1
0
0
no
null
null
no dnr
16
111
11.398438
120
22
38.69531
201
4
1
1.199951
136
7.539062
null
null
null
null
null
no(M2 and SIP pres)
2.453125
2,269
86.68896
1
male
0
31
1,298
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
0
63,310
33,241.6875
null
15
white
21
50
0.711914
0.623901
10
1
0
no
0.2
0.1
no dnr
31
113
25.097656
70
40
38.5
null
2.5
1.099854
2
142
null
null
null
null
null
1
adl>=4 (>=5 if sur)
1
2,270
84.15594
1
male
0
15
1,408
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
null
0
21,427
10,362.7969
null
15.333328
white
30
32
0.602905
0.495972
1
0
0
no
null
null
no dnr
15
67
6.5
60
24
38.69531
108.32812
4.599609
0.699951
1.299805
123
7.40918
null
null
null
0
0
no(M2 and SIP pres)
0
2,271
78.54895
1
male
0
3
479
Lung Cancer
Cancer
2
11
under $11k
0
2,752
1,697.4912
null
8
white
16.597656
13
0.682983
0.388977
1
0
0
metastatic
null
null
no dnr
3
83
3.699707
80
20
36.69531
null
null
null
0.799927
131
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,272
86.80597
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
20
>$50k
0
46,091
40,561.875
null
29.333328
white
34.695313
60
0.458984
0.339966
1
0
0
no
0.2
0.1
dnr after sadm
2
43
9.5
66
12
38.09375
150
2.799805
0.599976
5.699219
136
7.30957
null
null
null
null
1
<2 mo. follow-up
1
2,273
73.82599
1
male
0
10
26
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
10,333
6,035.9219
null
10
white
21.796875
33
0.810913
0.694946
1
0
0
no
0.9
0.8
no dnr
10
70
10.599609
108
25
36.69531
323.75
null
null
1.599854
138
7.469727
null
null
null
0
0
<2 mo. follow-up
0
2,274
62.92999
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
48,246
18,903.375
null
40.333313
white
26.097656
34
0.782959
0.711914
1
0
0
no
0.5
0.5
no dnr
19
111
14.699219
115
28
37.89844
150
2.399902
null
1
149
7.369141
null
null
null
null
null
<2 mo. follow-up
2.666992
2,275
55.06897
1
male
0
4
614
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
8,824
2,768.0117
null
25
other
22.097656
25
0.824951
0.765991
1
0
0
yes
0.9
0.9
no dnr
4
63
12.199219
103
12
38.29688
187.75
3.099609
null
1.399902
142
7.439453
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,276
72.91199
1
male
0
4
18
CHF
COPD/CHF/Cirrhosis
4
12
null
0
3,901
2,315.2656
null
6
white
21.898438
35
0.812988
0.696899
1
0
0
no
null
null
no dnr
4
73
10
80
20
36.69531
102.5
null
0.599976
1.099854
135
7.439453
null
null
null
null
null
<2 mo. follow-up
2.369629
2,277
84.72595
1
female
0
19
79
COPD
COPD/CHF/Cirrhosis
1
null
under $11k
0
29,354
22,675
null
20.666656
white
27.097656
46
0.599976
0.409973
1
0
0
no
0.15
0.05
dnr after sadm
2
50
10
48
8
36.29688
248.5625
null
null
1.5
146
7.489258
null
null
null
null
1
adl>=4 (>=5 if sur)
1
2,278
41.43698
1
female
0
7
61
MOSF w/Malig
ARF/MOSF
1
18
>$50k
0
23,016
13,218.8906
null
27
white
24
32
0.696899
0.605957
3
0
0
yes
0.8
0.5
no dnr
7
76
0.299988
80
24
36.09375
null
2.5
1.099854
1.199951
139
null
null
null
null
0
null
null
0.4948
2,279
55.97299
0
male
0
15
1,433
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
9
20,538
10,286.8125
null
12
other
29
30
0.735962
0.653931
1
0
0
no
0.99
0.99
no dnr
15
63
9.398438
115
40
36.09375
128.3125
3
1
0.899902
135
7.359375
null
null
null
null
0
no(M2 and SIP pres)
0
2,280
85.01294
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
100
12,527
4,269.3672
null
29
white
33.59375
62
0.054993
0.017998
1
0
0
no
null
null
dnr after sadm
4
49
0.799927
75
8
36
366.625
2
0.299988
1.299805
129
7.299805
null
null
null
null
null
<2 mo. follow-up
3.848633
2,281
76.09296
1
male
0
7
499
MOSF w/Malig
ARF/MOSF
2
12
null
0
9,274
5,036.4609
null
14
white
15.599609
29
0.824951
0.765991
1
0
0
yes
1
1
no dnr
7
97
7.5
70
20
36.09375
223.78125
null
0.799927
1.299805
136
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
2,282
76.70898
1
female
0
4
375
Colon Cancer
Cancer
3
null
null
0
4,285
2,603.9785
null
12
white
8.199219
12
0.893921
0.756958
1
1
0
metastatic
0.75
0.2
no dnr
4
83
7.599609
80
20
38.89844
null
4
0.399963
0.699951
136
null
null
null
null
1
null
null
1.1669
2,283
79.96399
1
male
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
0
31,577
17,898.6719
null
15.333328
white
21.097656
34
0.69397
0.601929
1
0
0
metastatic
0.8
0.5
dnr after sadm
1
83
9.099609
80
20
35.59375
180
2.199707
null
0.599976
135
7.469727
null
null
null
0
0
<2 mo. follow-up
0
2,284
78.60394
0
female
0
21
1,426
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
0
54,833
28,931.3906
null
24.666656
white
21.296875
31
0.755981
0.678955
6
1
0
no
1
1
no dnr
21
120
10.798828
68
8
38.09375
232.5
null
0.699951
3.299805
145
7.339844
null
null
null
null
0
no(M2 and SIP pres)
0
2,285
67.73395
1
female
0
7
73
Cirrhosis
COPD/CHF/Cirrhosis
3
12
null
9
9,907
4,264.9141
null
20
white
22.5
31
0.661987
0.487976
1
0
0
no
0.3
0.2
no dnr
7
113
6.699219
54
12
35.89844
642.75
2.699707
3.5
0.799927
142
7.469727
null
null
null
null
1
no(M2 and SIP pres)
1
2,286
84.68396
1
female
0
21
741
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
0
28,225
11,972.6172
null
11
white
35.398438
50
0.426941
0.306946
2
1
0
no
0.6
0.5
dnr after sadm
2
77
10.898438
132
26
36.09375
120
null
0.799927
2.5
141
7.30957
null
null
null
0
0
no(M2 and SIP pres)
0
2,287
63.59799
0
male
0
7
1,424
CHF
COPD/CHF/Cirrhosis
2
null
null
0
15,332
8,985.8438
null
11
white
15.298828
25
0.905884
0.841919
1
1
0
no
0.9
0.6
no dnr
7
63
10.199219
70
28
36.59375
null
3.599609
0.799927
1
139
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
2,288
86.75397
1
female
1
35
35
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
87,011
26,562.7031
null
32.5
white
35.09375
66
0.348999
0.159973
1
0
0
no
0.85
0.7
dnr after sadm
10
51
17
65
38
36.19531
146.40625
null
0.199982
2.799805
142
7.30957
null
null
null
2
2
<2 mo. follow-up
2
2,289
77.65094
1
male
0
21
26
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
44
29,557
14,287.6953
null
23.333328
white
26.796875
42
0.523926
0.407959
1
0
1
no
0.75
0.6
no dnr
21
71
9.398438
63
8
37.79688
108.23438
2.599609
0.799927
2.799805
139
7.439453
null
null
null
null
1
<2 mo. follow-up
1
2,290
78.87195
0
male
0
30
1,421
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
0
59,878
45,923.1562
null
24.75
white
21.199219
23
0.767944
0.69397
4
0
0
no
0.75
0.75
no dnr
30
117
7.5
50
8
38.39844
128
null
null
1.099854
144
7.419922
null
null
null
null
0
null
0
2,291
83.20294
0
female
0
7
1,421
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
8,495
4,689.9648
null
12
white
15.798828
30
0.853882
0.758911
1
1
0
no
0.95
0.8
no dnr
7
77
8.298828
70
20
36.09375
304.75
3.399902
null
1
141
7.469727
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,292
85.30597
1
female
0
12
294
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
23,144
17,423.9844
null
26.5
white
25.296875
47
0.639893
0.537964
1
0
0
yes
0.98
0.941
no dnr
12
60
41
80
31
36.79688
114
null
null
1
134
7.5
null
null
null
1
0
no(M2 and SIP pres)
0
2,293
77.23999
0
male
0
5
1,420
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
4,915
2,881.0078
null
9
white
16.796875
26
0.825928
0.715942
1
0
0
yes
0.8
0.6
no dnr
5
73
6.099609
80
20
36.09375
null
null
null
1.599854
140
null
null
null
null
0
1
no(M2 and SIP pres)
1
2,294
86.13599
1
female
0
9
1,027
CHF
COPD/CHF/Cirrhosis
2
null
null
0
9,257
5,256.9336
null
12.5
white
16
25
0.841919
0.740967
1
0
0
no
0.9
0.85
no dnr
9
103
null
80
20
36.09375
544
3.699707
null
1.699951
139
7.489258
null
null
null
null
null
null
3.155762
2,295
85.51398
1
female
0
8
625
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
6,524
4,043.3086
null
8.5
white
15.199219
20
0.853882
0.758911
1
0
0
no
0.95
0.5
dnr after sadm
3
83
4.799805
70
20
36.69531
408.3125
3.899902
null
1.699951
138
7.389648
null
null
null
2
2
no(M2 and SIP pres)
2
2,296
35.96997
0
female
0
5
1,418
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
7,688
3,634.7578
null
15
white
20.296875
11
0.91394
0.882935
1
0
0
no
null
null
no dnr
5
73
15.099609
80
20
37.79688
125
2.699707
0.299988
0.899902
143
7.429688
null
null
null
null
null
null
2.608398
2,297
79.86896
0
female
0
16
1,418
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
18,921
9,482.1172
null
13.333328
white
27.898438
45
0.675903
0.580933
1
1
0
no
0.75
0.75
dnr after sadm
3
49
5.799805
74
28
36.59375
230.59375
2.799805
null
1.099854
128
7.479492
null
null
null
1
0
no(M2 and SIP pres)
0
2,298
65.91595
0
male
0
12
1,415
Coma
Coma
4
12
$11-$25k
26
29,515
14,788.8281
null
24.5
white
17.398438
21
0.67688
0.620972
4
0
0
no
0.9
0.8
no dnr
12
123
7.899414
102
10
36.79688
null
3.299805
0.299988
1
137
null
null
null
null
null
0
no(M2 and SIP pres)
0
2,299
83.37
1
male
0
35
150
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
null
0
71,015
43,051.8438
null
23.5
white
23.898438
53
0.707886
0.619995
3
0
0
no
0.75
0.75
no dnr
35
55
18.796875
63
28
36
428
2.099609
0.5
1.399902
135
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
2,300
63.91498
1
male
0
10
141
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
0
10,359
6,967.9688
null
12.5
white
21.796875
38
0.737915
0.587891
1
1
0
no
0.9
0.7
no dnr
10
73
7.899414
70
20
36.69531
null
3.399902
0.799927
2.199707
129
null
null
null
null
6
null
SIP>=30
4.527397