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
1,801
63.93399
1
male
0
18
926
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
39,951
23,115.0156
null
29.666656
white
38
62
0.404968
0.28595
15
1
0
no
0.25
0.5
no dnr
18
49
10.798828
122
38
38.79688
174
2.599609
0.899902
5.199219
139
7.349609
null
null
null
0
null
null
0.4948
1,802
73.336
1
male
1
6
6
Lung Cancer
Cancer
2
8
null
0
6,528
4,465.707
null
18
white
18.199219
19
0.661987
0.358948
1
0
0
metastatic
0.1
0.001
dnr after sadm
1
79
4.699219
100
24
36.79688
433.3125
3.399902
0.599976
0.799927
134
7.359375
null
null
null
0
0
<2 mo. follow-up
0
1,803
57.21799
0
male
0
5
1,875
Lung Cancer
Cancer
1
7
null
0
6,209
3,865.9766
null
22
white
9.699219
15
0.837891
0.645996
1
0
0
metastatic
1
0.5
no dnr
5
106
6.599609
88
20
36.79688
null
3.899902
0.899902
1.199951
141
null
null
null
null
null
0
no(M2 and SIP pres)
0
1,804
64.58899
1
male
0
20
61
CHF
COPD/CHF/Cirrhosis
2
null
null
0
20,287
12,675.5625
null
17.333328
white
17.796875
34
0.883911
0.805908
1
1
0
no
0.8
0.6
dnr after sadm
8
75
6.599609
80
24
36.59375
490
3.599609
1.299805
1.5
130
7.459961
null
null
null
null
null
null
2.582031
1,805
73.73297
0
male
0
18
1,873
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
35,954
25,675.9688
null
27.333328
white
23.199219
55
0.787964
0.718994
1
1
0
no
0.75
0.6
no dnr
18
105
9.898438
112
28
39.09375
332
2.399902
null
2
143
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
1,806
61.01599
1
male
0
22
130
MOSF w/Malig
ARF/MOSF
1
14
$11-$25k
0
43,814
19,164
null
36.333313
white
32.59375
36
0.317993
0.204987
7
0
0
metastatic
null
null
dnr after sadm
16
48
4
118
34
38
372
null
1.5
1.299805
148
7.40918
null
null
null
0
0
no(M2 and SIP pres)
0
1,807
43.26898
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
11,032
4,530.9414
null
47
white
52.398438
89
0.243988
0.140991
1
0
0
no
0.01
0.000001
no dnr
4
43
28
140
26
39
72
2.299805
4
3.799805
137
7.279297
null
null
null
null
null
<2 mo. follow-up
2.13916
1,808
61.63397
0
male
0
11
1,867
CHF
COPD/CHF/Cirrhosis
1
8
under $11k
0
13,547
7,884.6055
null
10.5
white
24
39
0.825928
0.716919
1
0
0
no
0.9
0.8
no dnr
11
85
7.199219
160
24
36.09375
null
null
2.399902
1.599854
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,809
83.30194
1
male
0
5
130
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
3,822
2,581.4356
null
13
white
24.398438
36
0.727905
0.573975
1
0
0
no
0.9
0.5
dnr after sadm
1
71
10.398438
54
24
35.59375
290
null
null
2.399902
139
7.449219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,810
83.01996
1
female
0
20
1,577
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
null
0
21,266
11,367.5859
null
19
white
28.699219
50
0.619995
0.514893
2
0
0
no
0.9
0.8
no dnr
20
53
17.5
68
32
36.5
156
2.599609
1.199951
0.599976
140
7.369141
null
null
null
3
0
no(M2 and SIP pres)
0
1,811
49.28699
0
female
0
31
1,866
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
null
0
106,935
81,057.125
null
25.75
black
35.296875
57
0.562988
0.450989
36
0
0
no
0.85
0.9
no dnr
31
75
17.398438
112
0
38.5
146
null
null
3.199707
149
7.389648
null
null
null
null
2
SIP>=30
2
1,812
65.46198
1
female
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
68,682
57,570.2188
null
42.666657
white
26.398438
47
0.740967
0.660889
3
1
0
no
0.1
0.001
dnr after sadm
9
63
16.5
75
20
38.59375
140
null
1.299805
5.699219
137
7.349609
null
null
null
null
1
<2 mo. follow-up
1
1,813
75.63898
1
male
0
7
322
CHF
COPD/CHF/Cirrhosis
2
7
$25-$50k
0
5,284
3,609.7305
null
5
white
19.097656
26
0.839966
0.737915
1
0
0
no
0.75
0.75
no dnr
7
105
5.399414
68
24
37
235
null
null
2.5
142
7.449219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,814
54.43698
0
male
0
8
1,864
CHF
COPD/CHF/Cirrhosis
2
14
$25-$50k
0
12,503
7,265.9961
null
25
white
19.296875
25
0.894897
0.823975
1
1
0
no
0.5
0.125
no dnr
8
75
10
106
24
36.39844
300
null
null
1.399902
138
7.469727
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,815
49.61499
1
female
1
11
11
MOSF w/Malig
ARF/MOSF
1
null
null
0
42,791
33,042.8438
null
46.5
white
32.695313
58
0.352966
0.235992
5
0
0
metastatic
0.5
0.1
dnr after sadm
8
55
23.199219
150
10
39.19531
140
1.899902
null
0.5
146
7.359375
null
null
null
null
null
<2 mo. follow-up
2.501953
1,816
40.68698
1
female
1
18
18
Lung Cancer
Cancer
1
14
>$50k
0
26,951
17,289.8281
null
15.666664
asian
21.597656
22
0.671997
0.373962
1
0
0
metastatic
0.1
0.001
dnr after sadm
5
83
5.799805
80
28
36.29688
null
2.799805
1.899902
1.699951
136
null
null
null
null
1
0
<2 mo. follow-up
0
1,817
41.448
0
male
0
13
1,861
Cirrhosis
COPD/CHF/Cirrhosis
3
16
>$50k
0
15,982
8,234.9922
null
13.5
white
24.296875
42
0.826904
0.716919
1
0
0
no
0.9
0.8
no dnr
13
57
9.5
60
40
36.19531
null
2.099609
2.699707
0.599976
137
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,818
75.34296
0
male
0
7
1,859
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
5,532
3,669.9375
null
9
black
17.097656
27
0.862915
0.772949
1
0
0
no
null
null
no dnr
7
100
6.699219
60
20
37
242.84375
null
0.799927
1.699951
139
7.429688
null
null
null
0
1
no(M2 and SIP pres)
1
1,819
69.35797
1
female
0
6
1,471
COPD
COPD/CHF/Cirrhosis
2
14
null
0
4,764
3,248.6406
null
10
white
14.199219
25
0.899902
0.831909
1
0
0
no
0.75
0.75
no dnr
6
98
8.298828
80
24
37
259.25
null
null
1.399902
140
7.469727
null
null
null
5
4
SIP>=30
4
1,820
54.43399
1
male
0
5
11
Lung Cancer
Cancer
1
null
null
0
4,818
3,069.916
null
12
black
22.296875
16
0.618896
0.304993
1
0
0
metastatic
null
null
dnr before sadm
-1
100
13.398438
120
20
37.79688
null
3.199707
0.599976
0.899902
142
null
null
null
null
null
null
<2 mo. follow-up
2.205566
1,821
75.07996
1
female
0
21
52
COPD
COPD/CHF/Cirrhosis
1
5
under $11k
0
39,957
32,404.2969
null
40.333313
white
20.699219
24
0.804932
0.68396
1
0
0
no
0.19
0.19
dnr after sadm
6
117
11.5
64
6
38.39844
206.65625
3
null
1.599854
142
7.349609
null
null
null
null
1
<2 mo. follow-up
1
1,822
54.66397
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
96,588
50,266.9688
null
43
white
54.398438
87
0.051994
0.016998
23
0
0
no
0.5
0.3
no dnr
8
57
3.099609
140
26
35.79688
160
3
33
3.699707
132
7.379883
null
null
null
null
null
<2 mo. follow-up
1.996094
1,823
72.40497
0
male
0
10
1,855
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
null
0
48,378
31,511.7344
null
28.5
white
21.199219
33
0.777954
0.705933
7
1
0
no
0.93
0.9
no dnr
10
69
12.699219
110
28
39
220
null
null
0.899902
143
7.469727
null
null
null
0
0
no(M2 and SIP pres)
0
1,824
75.12695
1
female
0
16
1,013
COPD
COPD/CHF/Cirrhosis
1
9
null
0
53,401
33,741.6562
null
14.333328
white
20.5
33
0.806885
0.687988
1
0
0
no
0.8
0.4
no dnr
16
87
6.699219
70
26
35.19531
217.375
null
0.399963
1.5
144
7.329102
null
null
null
5
7
SIP>=30
7
1,825
65.05096
1
male
0
8
177
Lung Cancer
Cancer
2
16
$25-$50k
0
6,174
4,199.1641
null
5
white
14.798828
9
0.748901
0.487976
1
0
0
metastatic
0.5
0.3
no dnr
8
85
4.799805
72
18
36.29688
null
3.599609
0.799927
0.799927
147
null
null
null
null
4
0
SIP>=30
0
1,826
62.35498
1
male
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
2
20
null
9
45,424
36,292.4062
null
29.75
white
35.898438
55
0.543945
0.429993
1
1
0
no
0.5
0.5
dnr after sadm
26
55
2.199707
105
28
38.69531
179.5625
3.299805
0.699951
2.299805
132
7.469727
null
null
null
null
1
<2 mo. follow-up
1
1,827
51.767
1
female
1
9
9
Colon Cancer
Cancer
1
12
under $11k
0
6,608
4,792.4727
null
11.5
white
40.59375
38
0.305969
0.052994
1
0
0
metastatic
0.1
0.001
dnr after sadm
1
70
15.199219
128
22
36.59375
null
2.5
12.298828
0.699951
137
null
null
null
null
null
0
<2 mo. follow-up
0
1,828
72.64099
1
male
0
22
1,489
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
>$50k
0
30,733
16,213.8359
null
16
white
26.898438
42
0.688965
0.596924
4
1
0
no
0.95
0.85
no dnr
22
74
12.798828
76
24
36.09375
217.5
2
1.699951
3.899902
131
7.339844
null
null
null
0
1
null
1
1,829
87.70996
0
female
0
27
1,848
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
100
46,354
16,436.5938
null
31.75
white
33.296875
47
0.051994
0.015999
1
0
1
no
0.5
0.25
no dnr
27
61
17.597656
107
28
36.19531
124.48438
3.399902
0.799927
2.5
136
7.299805
null
null
null
null
3
adl>=4 (>=5 if sur)
3
1,830
80.159
1
male
0
82
1,199
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
$25-$50k
0
131,511
100,763.688
null
29
white
26.796875
46
0.608887
0.50293
14
1
0
no
0.95
0.9
dnr after sadm
30
80
18
80
32
38.09375
98
null
null
1.899902
141
7.399414
null
null
null
null
1
adl>=4 (>=5 if sur)
1
1,831
57.51999
1
female
0
6
106
Lung Cancer
Cancer
1
12
$11-$25k
0
6,630
4,241.5977
null
15
white
11.798828
12
0.810913
0.593994
1
0
0
metastatic
0.9
0.6
no dnr
6
83
6.899414
104
24
36.69531
null
3.899902
0.5
1.099854
142
null
null
null
null
0
3
no(M2 and SIP pres)
3
1,832
74.51599
1
male
1
4
4
Lung Cancer
Cancer
1
14
under $11k
9
3,122
2,082.5606
null
14
white
19.296875
37
0.594971
0.27594
1
0
0
metastatic
0.5
0
dnr after sadm
1
100
7.899414
60
5
36.09375
null
3.699707
0.699951
1.299805
147
null
null
null
null
null
3
<2 mo. follow-up
3
1,833
67.034
1
male
0
13
245
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
25,793
11,789.1562
null
17
white
19.5
29
0.860962
0.769897
1
0
0
no
0.95
0.8
no dnr
13
70
13.298828
54
26
36.69531
240
3.399902
0.599976
1.199951
137
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
1,834
65.53894
0
male
0
10
1,846
CHF
COPD/CHF/Cirrhosis
1
19
>$50k
0
10,474
6,287.6641
null
14
white
16
21
0.896973
0.826904
1
0
0
no
0.75
0.5
no dnr
10
85
5.599609
92
22
37.19531
385.6875
null
null
1.5
136
7.5
null
null
null
0
0
null
0
1,835
76.44397
1
female
0
7
181
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,718
3,549.4473
null
15
white
27
37
0.713989
0.554932
1
1
0
no
0.91
0.91
no dnr
7
117
8.099609
70
20
36.09375
211.09375
2.799805
null
3.5
141
7.419922
null
null
null
0
1
no(M2 and SIP pres)
1
1,836
75.27698
1
male
0
7
30
CHF
COPD/CHF/Cirrhosis
1
null
null
0
6,045
3,920.6856
null
17
white
19.699219
36
0.833984
0.727905
1
0
0
no
0.95
0.75
no dnr
7
65
11.398438
64
22
37.59375
197.5
null
null
1.699951
145
7.479492
null
null
null
3
0
<2 mo. follow-up
0
1,837
84.41595
0
male
0
8
1,843
COPD
COPD/CHF/Cirrhosis
2
4
null
0
11,238
8,764.9141
null
21
white
22.597656
41
0.68396
0.514893
2
0
0
no
0.8
0.7
no dnr
8
57
8.199219
61
34
37.59375
197.5
3
0.899902
1.699951
135
7.40918
null
null
null
0
3
no(M2 and SIP pres)
3
1,838
82.09399
1
male
1
4
4
COPD
COPD/CHF/Cirrhosis
3
null
null
0
13,125
9,268.6562
null
32
white
31.597656
59
0.360962
0.168976
4
0
1
yes
0.1
0.001
dnr after sadm
2
68
13.398438
85
40
37.19531
185.6875
2.399902
0.699951
2
132
7.529297
null
null
null
null
null
<2 mo. follow-up
5.226563
1,839
78.25598
1
female
1
4
4
Coma
Coma
0
null
null
0
7,774
2,277.2676
null
12
white
25.296875
43
0.498962
0.427979
3
0
0
no
0
0
no dnr
4
67
null
128
4
41.09375
null
null
null
null
140
null
null
null
null
null
null
<2 mo. follow-up
1.734863
1,840
81.56299
0
female
0
14
1,842
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
15,296
8,135.9922
null
13.666664
white
21.898438
29
0.763916
0.688965
2
1
0
no
0.95
0.9
no dnr
14
54
7.5
59
24
38.69531
330
null
null
0.799927
129
7.439453
null
null
null
1
0
no(M2 and SIP pres)
0
1,841
61.306
1
female
0
32
830
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
74,086
60,316.625
null
29.5
white
41.5
56
0.348999
0.232971
7
0
0
no
0.02
0.000008
dnr after sadm
1
41
34.398438
210
24
38.39844
96.25
3
null
1.399902
144
7.30957
null
null
null
null
null
null
2.189941
1,842
70.68896
1
female
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
49,259
22,383.4375
null
42
white
40.898438
52
0.389954
0.270996
1
0
0
no
0.8
0.8
dnr after sadm
14
46
14
126
10
36.59375
153.03125
2.799805
0.599976
4.5
140
7.229492
null
null
null
null
2
<2 mo. follow-up
2
1,843
89.31396
1
male
1
28
28
COPD
COPD/CHF/Cirrhosis
2
null
null
9
26,630
16,067.7109
null
11.5
white
22.5
47
0.602905
0.412964
2
0
1
no
0.6
0.3
dnr before sadm
-1
123
10.898438
62
28
38.09375
286.625
3.099609
null
1.799805
148
7.5
null
null
null
null
0
<2 mo. follow-up
0
1,844
63.58099
0
male
0
6
1,839
Colon Cancer
Cancer
1
12
null
0
5,187
3,958.7441
null
10
white
30.796875
30
0.543945
0.221985
1
0
0
metastatic
0.75
0.4
dnr after sadm
3
93
12.798828
98
24
36.59375
null
2.5
10.398438
1
133
null
null
null
null
4
null
no(M2 and SIP pres)
3.183199
1,845
92.29797
1
female
0
29
41
CHF
COPD/CHF/Cirrhosis
1
null
null
9
19,765
14,352.9297
null
8.25
white
22.699219
38
0.678955
0.509888
1
0
0
no
0.8
0.55
dnr after sadm
1
97
15.298828
80
24
36.19531
233.3125
3.299805
1
2.399902
144
7.419922
null
null
null
null
null
<2 mo. follow-up
3.900879
1,846
74.409
1
male
0
12
69
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
26,899
17,381.4844
null
32.5
white
23.898438
25
0.759888
0.68396
2
0
0
no
0.8
0.6
dnr after sadm
2
47
12.099609
67
20
38.89844
320
null
null
1.099854
137
7.379883
null
null
null
null
0
no(M2 and SIP pres)
0
1,847
88.172
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
6,992
2,529.5703
null
34
white
78.1875
73
0
0
1
1
0
no
null
null
dnr after sadm
2
0
10.699219
0
30
36.39844
312.5
null
1.299805
5.599609
126
7.389648
null
null
null
null
null
<2 mo. follow-up
1.862549
1,848
82.32697
1
male
1
6
6
COPD
COPD/CHF/Cirrhosis
4
null
null
0
15,828
5,706.2148
null
46
white
39
58
0.287964
0.113998
1
1
1
no
0
0
dnr after sadm
5
42
17.398438
104
32
36.39844
218
null
1.599854
2.699707
145
7.329102
null
null
null
null
6
<2 mo. follow-up
6
1,849
95.41394
1
female
0
16
944
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
21,600
8,630.2812
null
23
white
27.5
58
0.599976
0.492981
1
0
0
no
0.3
0.3
no dnr
16
57
8.199219
77
40
38.89844
90
null
0.699951
1.599854
148
7.069336
null
null
null
4
4
adl>=4 (>=5 if sur)
4
1,850
76.12598
0
male
0
5
1,826
COPD
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
4,546
2,898.5039
null
11
white
15.398438
33
0.863892
0.773926
1
0
0
no
0.9
0.8
no dnr
5
107
3.299805
80
21
37.19531
230
null
null
1.099854
131
7.379883
null
null
null
0
0
no(M2 and SIP pres)
0
1,851
86.49097
1
male
0
114
294
ARF/MOSF w/Sepsis
ARF/MOSF
1
19
under $11k
9
110,134
74,480.9375
null
9.25
white
24
34
0.690918
0.598999
1
0
1
no
0.75
0.75
no dnr
114
131
8.599609
78
28
36.69531
85
2.599609
0.599976
0.699951
140
7.529297
null
null
null
null
7
adl>=4 (>=5 if sur)
7
1,852
70.21796
1
male
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
0
27,165
17,051.6719
null
10
white
33
44
0.610962
0.505981
1
0
0
no
0.7
0.5
dnr after sadm
9
80
3
100
26
35
404.75
2.199707
1.899902
8.199219
135
7.539062
null
null
null
3
0
<2 mo. follow-up
0
1,853
69.84796
1
female
0
19
126
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
9
27,437
11,603.9375
null
21.666656
hispanic
20.898438
19
0.764893
0.626953
1
0
0
yes
0.75
0.5
dnr after sadm
3
50
15
63
10
38
225
3.799805
0.199982
0.599976
137
7.379883
null
null
null
null
2
no(M2 and SIP pres)
2
1,854
48.909
1
male
0
111
410
COPD
COPD/CHF/Cirrhosis
2
6
under $11k
0
162,243
92,695.5
null
42
white
42.796875
53
0.587891
0.395996
1
0
0
no
0.5
0.5
no dnr
111
47
18.296875
121
10
33.29688
249
2.599609
1.399902
1.199951
138
7.339844
null
null
null
null
0
no(M2 and SIP pres)
0
1,855
70.65295
1
male
0
8
231
Colon Cancer
Cancer
3
5
$25-$50k
0
8,013
4,871.3359
null
2.5
white
15.5
25
0.826904
0.623901
1
0
0
metastatic
0.75
0.5
no dnr
8
77
8.699219
60
28
37.89844
null
null
null
1
143
null
null
null
null
0
2
no(M2 and SIP pres)
2
1,856
39.12698
0
female
0
18
1,823
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
9
19,532
14,328.2969
null
16.666656
white
22
31
0.882935
0.840942
1
0
0
no
0.99
0.95
no dnr
18
68
17.398438
144
28
38.39844
424
null
null
1.199951
136
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
1,857
69.21295
1
female
1
9
9
COPD
COPD/CHF/Cirrhosis
2
null
null
0
19,470
5,971.9727
null
29.5
white
31.398438
71
0.652954
0.475952
1
0
0
no
0.5
0.4
no dnr
9
53
21.898438
165
38
36.89844
203.6875
4.099609
null
2.399902
134
7.399414
null
null
null
null
1
<2 mo. follow-up
1
1,858
19.75099
0
male
0
6
1,822
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
under $11k
0
8,945
3,473.5801
null
21
black
20
13
0.932983
0.907959
2
0
0
no
0.99
0.99
no dnr
6
113
14.599609
112
24
37.09375
245
null
null
0.899902
137
7.389648
null
null
null
null
null
no(M2 and SIP pres)
1.625244
1,859
65.87799
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
0
10,435
3,580.7969
null
33
white
35.796875
59
0.565918
0.453979
1
1
0
no
null
null
no dnr
4
47
15.099609
110
22
39.19531
150
2
2.5
1.599854
145
7.329102
null
null
null
null
null
<2 mo. follow-up
2.192383
1,860
85.89996
1
female
0
11
358
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
9,867
6,423.6914
null
12
white
16.796875
31
0.835938
0.780884
1
0
1
no
0.5
0.1
dnr after sadm
2
57
8.699219
64
20
37.39844
null
2.699707
1.799805
0.799927
142
null
null
null
null
null
7
adl>=4 (>=5 if sur)
7
1,861
77.73895
1
male
1
121
121
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
$25-$50k
0
298,360
198,960.125
null
13.5
white
28.699219
44
0.668945
0.572998
1
0
0
no
0.99
0.9
dnr after sadm
120
132
10.398438
115
8
38.19531
141.65625
3.599609
null
2.599609
138
7.369141
null
null
null
0
0
adl>=4 (>=5 if sur)
0
1,862
88.03595
0
female
0
17
1,820
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
0
15,815
12,376.2344
null
12.333328
white
19.097656
36
0.79895
0.73291
1
0
0
no
null
null
no dnr
17
71
5.5
76
45
38.5
388
null
0.5
1.699951
137
7.40918
null
null
null
1
1
no(M2 and SIP pres)
1
1,863
71.66595
1
female
0
7
126
COPD
COPD/CHF/Cirrhosis
1
14
>$50k
0
7,804
6,189.3398
null
20
white
13.298828
20
0.898926
0.830933
1
0
0
no
0.9
0.7
no dnr
7
71
7.299805
74
20
36.29688
542.75
3.799805
null
1.299805
137
7.389648
null
null
null
0
0
null
0
1,864
70.31897
1
female
0
4
19
Lung Cancer
Cancer
1
12
$25-$50k
0
4,416
2,761.2207
null
17
white
15
12
0.733887
0.463989
1
0
0
metastatic
null
null
no dnr
4
60
5.199219
80
20
37.79688
null
null
1.099854
0.599976
135
null
null
null
null
null
null
<2 mo. follow-up
1.990967
1,865
69.14398
1
male
0
9
58
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
10,137
5,123.7227
null
12.5
white
13.298828
16
0.906982
0.843994
1
0
0
no
0.95
0.65
no dnr
9
83
6.5
76
32
36.19531
337
4
0.5
0.799927
137
7.389648
null
null
null
3
1
no(M2 and SIP pres)
1
1,866
80.87097
1
female
0
9
1,174
COPD
COPD/CHF/Cirrhosis
2
12
null
0
10,512
4,263.2422
null
16.5
white
25.597656
49
0.672974
0.501953
1
0
0
no
0.8
0.7
no dnr
9
77
17.296875
134
28
36.5
190.46875
null
null
0.899902
136
7.339844
null
null
null
0
0
no(M2 and SIP pres)
0
1,867
72.67596
1
male
0
7
45
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
11,472
7,616.8633
null
19
white
22.898438
36
0.771973
0.698975
3
0
0
no
0.8
0.8
no dnr
7
67
10.599609
62
26
36.09375
471.625
2.899902
1
1.799805
134
7.509766
null
null
null
0
1
<2 mo. follow-up
1
1,868
90.11597
1
female
0
12
27
COPD
COPD/CHF/Cirrhosis
1
5
under $11k
0
10,945
6,067.9414
null
9.5
white
15
28
0.793945
0.667969
1
0
0
no
0.9
0.7
dnr after sadm
1
93
5.399414
82
28
37
285.6875
null
null
1.099854
144
7.269531
null
null
null
5
null
<2 mo. follow-up
3.855299
1,869
91.88995
0
female
0
7
1,813
CHF
COPD/CHF/Cirrhosis
2
null
>$50k
0
5,870
3,882.2109
null
17
white
12.398438
35
0.863892
0.775879
1
0
0
no
0.2
0.1
dnr after sadm
1
75
8.699219
60
24
36.69531
400
4.599609
null
1.899902
135
7.259766
null
null
null
null
3
no(M2 and SIP pres)
3
1,870
85.29498
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
under $11k
26
22,704
10,671.1172
null
39
black
29.699219
41
0.376953
0.258972
10
0
0
no
0.1
0.001
dnr after sadm
3
63
19.199219
138
46
39.29688
173.3125
3.199707
1.199951
0.799927
132
7.429688
null
null
null
null
0
<2 mo. follow-up
0
1,871
78.06195
1
male
0
16
36
CHF
COPD/CHF/Cirrhosis
3
6
null
0
12,894
8,858.2969
null
9.666664
white
21.699219
35
0.795898
0.670898
1
0
0
no
0.8
0.6
no dnr
16
65
5.199219
98
32
36.19531
null
3.299805
0.5
1.599854
134
null
null
null
null
0
5
<2 mo. follow-up
5
1,872
77.36896
1
male
1
75
75
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
$11-$25k
9
159,774
82,870.6875
null
36.75
white
37.296875
45
0.284973
0.175995
15
0
0
no
0.95
0.8
dnr after sadm
68
43
5.699219
189
16
36.59375
153.03125
2.299805
null
0.799927
136
7.399414
null
null
null
4
3
no(M2 and SIP pres)
3
1,873
57.47598
1
female
0
17
59
MOSF w/Malig
ARF/MOSF
1
12
null
0
27,525
15,043.7344
null
25.333328
hispanic
22.097656
30
0.61792
0.512939
7
0
0
metastatic
0.8
0.5
no dnr
17
111
6.199219
110
26
36.79688
250
null
null
1.299805
149
7.519531
null
null
null
0
null
adl>=4 (>=5 if sur)
0.4948
1,874
75.12097
0
female
0
121
1,809
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
0
171,895
117,669.438
null
27.75
white
31.597656
66
0.616943
0.511963
1
1
0
no
0.6
0.4
no dnr
121
53
15.599609
160
8
36.39844
248
3.399902
1.799805
2
146
7.209961
null
null
null
null
5
SIP>=30
5
1,875
36.16397
0
male
0
44
1,810
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
90,237
73,488.125
null
40.25
white
20.296875
22
0.901978
0.866943
3
0
0
no
null
null
no dnr
44
127
11
102
14
38.5
191.65625
null
null
0.899902
134
7.449219
null
null
null
null
0
adl>=4 (>=5 if sur)
0
1,876
76.10999
1
male
0
11
833
ARF/MOSF w/Sepsis
ARF/MOSF
2
0
null
37
21,743
18,019.5156
null
35
white
25.199219
36
0.582886
0.472961
2
0
1
no
0.75
0.25
no dnr
11
113
12.798828
70
28
38.79688
103
null
null
1.399902
143
7.489258
null
null
null
null
null
adl>=4 (>=5 if sur)
5.44043
1,877
87.13995
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
19,842
5,105.0781
null
34
white
32
46
0.449951
0.329956
1
0
0
yes
0.1
0.001
dnr after sadm
4
43
7.099609
114
12
38.19531
285
4
1.199951
2.099609
143
7.439453
null
null
null
null
null
<2 mo. follow-up
3.121582
1,878
76.80194
1
female
0
13
713
COPD
COPD/CHF/Cirrhosis
2
null
null
0
32,927
20,705.5312
null
27
white
22
33
0.72998
0.576904
5
1
0
no
0.8
0.65
no dnr
13
72
16.097656
102
28
38.09375
177.53125
null
null
1.399902
138
7.509766
null
null
null
null
1
no(M2 and SIP pres)
1
1,879
85.62097
1
female
0
17
1,057
CHF
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
13,883
8,324.8047
null
7.666664
white
26.898438
46
0.662964
0.487976
1
0
0
no
0.98
1
no dnr
17
53
5.699219
69
30
38
126.51562
null
0.599976
1.699951
136
7.369141
null
null
null
1
0
SIP>=30
0
1,880
82.83099
1
female
0
5
139
COPD
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
7,412
3,651.3867
null
15
white
19.796875
45
0.766968
0.628906
1
0
0
no
0.9
0.6
dnr after sadm
2
65
null
71
35
36.89844
220
3.799805
0.5
3
140
7.379883
null
null
null
6
null
adl>=4 (>=5 if sur)
4.527397
1,881
67.26099
1
female
0
8
49
COPD
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
9,286
5,743.0938
null
8.5
black
15.599609
20
0.895996
0.824951
1
0
0
no
0.9
0.85
no dnr
8
113
6.899414
90
24
37.79688
421.625
3.299805
0.299988
1.5
144
7.379883
null
null
null
1
1
<2 mo. follow-up
1
1,882
78.07794
1
female
0
19
355
COPD
COPD/CHF/Cirrhosis
2
15
$25-$50k
0
13,959
9,974.7891
null
8
white
15.898438
32
0.848999
0.751953
1
0
0
no
0.8
0.6
dnr after sadm
1
67
4.699219
80
20
36.69531
220
null
null
0.799927
133
7.5
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,883
48.05698
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
19
>$50k
0
9,250
2,868.1894
null
30
white
49.5
56
0.036995
0.009998
1
0
0
metastatic
null
null
dnr after sadm
3
49
1.5
124
44
34.59375
145
2.799805
0.599976
0.699951
130
7.439453
null
null
null
null
0
<2 mo. follow-up
0
1,884
70.75195
1
female
0
20
179
Lung Cancer
Cancer
2
null
null
0
19,308
13,598.2031
null
7.666664
white
15.898438
15
0.716919
0.438965
1
0
0
metastatic
0.8
0.7
no dnr
20
103
12.898438
76
16
36.69531
null
3.399902
0.5
0.899902
141
null
null
null
null
null
null
null
2.953125
1,885
85.06494
1
female
0
13
82
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
15,635
7,769.6562
null
18
white
22.597656
35
0.754883
0.67688
1
1
0
no
0.9
0.8
no dnr
13
50
11.898438
85
20
37.89844
235
3.599609
0.5
0.799927
133
7.319336
null
null
null
1
0
no(M2 and SIP pres)
0
1,886
43.21399
1
female
0
10
322
Cirrhosis
COPD/CHF/Cirrhosis
2
21
>$50k
0
22,535
9,573.2734
null
22.5
white
30.296875
62
0.720947
0.564941
1
0
0
no
0.6
0.33
no dnr
10
58
11.298828
132
56
38.89844
261.875
2.399902
2.599609
0.399963
145
7.509766
null
null
null
null
3
null
3
1,887
61.862
1
female
0
96
1,362
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
139,856
89,639.3125
null
35
black
30
62
0.730957
0.578979
1
1
0
no
0.7
0.65
dnr after sadm
6
53
11.898438
69
32
38.69531
316
2.799805
null
6.699219
137
7.229492
null
null
null
null
2
SIP>=30
2
1,888
55.64099
1
male
0
11
49
Lung Cancer
Cancer
1
14
null
0
12,424
7,868.0664
null
22
white
13.898438
17
0.781982
0.543945
1
0
0
metastatic
0.5
0.25
no dnr
11
103
7
88
16
37.79688
null
null
0.399963
1.199951
133
null
null
null
null
null
0
<2 mo. follow-up
0
1,889
57.35199
1
male
0
5
118
Lung Cancer
Cancer
1
12
$25-$50k
9
5,977
3,633.5742
null
11
white
19.296875
53
0.643921
0.335999
1
0
0
metastatic
0.5
0.2
no dnr
5
70
0.799927
100
26
38.79688
328.5625
null
null
1.5
133
7.479492
null
null
null
null
null
no(M2 and SIP pres)
2.203613
1,890
55.66098
1
female
0
12
15
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
30,821
22,212.0469
null
33
white
33.09375
31
0.640991
0.539917
4
0
0
no
0.5
0.2
no dnr
12
53
13.599609
109
32
39.09375
118.32812
null
null
0.799927
134
7.419922
null
null
null
0
0
<2 mo. follow-up
0
1,891
27.228
0
male
0
100
1,790
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
95,692
65,816.625
null
14.75
white
20.699219
16
0.917969
0.888916
2
0
0
no
0.95
0.8
no dnr
100
106
13.898438
135
22
37.89844
236.65625
null
null
1.099854
145
7.439453
null
null
null
null
null
null
2.666504
1,892
64.76898
0
female
0
44
1,790
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
44
67,778
34,829.25
null
26.75
white
23.199219
60
0.68689
0.593994
1
1
0
no
0.3
0.25
no dnr
44
59
16.199219
67
32
38.09375
185.6875
2.799805
0.399963
8.898438
144
7.459961
null
null
null
null
0
SIP>=30
0
1,893
89.05695
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
20
under $11k
89
21,707
9,177.0938
null
20
white
20.699219
41
0.330994
0.215973
4
0
0
no
0.05
0.000125
dnr after sadm
2
59
8.5
115
36
38.39844
235
3.799805
null
1.199951
150
7.419922
null
null
null
null
7
<2 mo. follow-up
7
1,894
75.625
1
male
0
35
300
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
33,324
21,974.6406
null
7.75
black
15.798828
21
0.861938
0.771973
1
0
0
no
0.9
0.9
dnr after sadm
16
72
8.599609
73
16
36
237.125
3.199707
0.399963
1
135
7.399414
null
null
null
7
null
null
5.199497
1,895
51.56998
1
female
0
8
1,286
COPD
COPD/CHF/Cirrhosis
1
14
$25-$50k
0
7,933
5,171.043
null
10
white
20.5
18
0.908936
0.846924
1
0
0
no
0.98
0.98
no dnr
8
73
12.699219
110
25
38.29688
329.625
null
0.699951
0.699951
146
7.399414
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,896
76.18896
1
female
0
46
283
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
58,865
32,778.4062
null
19.5
white
19
21
0.837891
0.782959
1
0
0
no
0.3
0.1
dnr after sadm
5
57
10.199219
63
6
38.19531
294.25
3.799805
0.399963
0.699951
132
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
1,897
64.66498
0
female
0
4
1,783
Lung Cancer
Cancer
3
15
under $11k
0
3,253
2,141.6816
null
11
white
15.798828
22
0.731934
0.460999
1
0
0
metastatic
0.8
0.6
no dnr
4
117
6.5
72
28
36.39844
null
null
null
1.099854
137
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,898
89.62598
0
female
0
6
1,781
COPD
COPD/CHF/Cirrhosis
2
16
>$50k
0
6,769
4,204.9414
null
9
white
21.898438
51
0.671997
0.5
1
0
0
no
1
0.8
no dnr
6
93
15.398438
80
40
36.09375
220
3.399902
0.5
1.699951
139
7.469727
null
null
null
2
5
SIP>=30
5
1,899
71.77295
1
male
0
7
28
Colon Cancer
Cancer
2
12
$25-$50k
0
6,365
4,270.9492
null
13
white
25.597656
29
0.644897
0.336975
1
1
0
metastatic
0.05
0.000125
dnr after sadm
3
103
2.399902
76
20
37.79688
null
2.199707
0.5
0.899902
142
null
null
null
null
3
5
<2 mo. follow-up
5
1,900
77.72998
0
female
0
3
1,780
COPD
COPD/CHF/Cirrhosis
1
16
null
0
2,752
1,723.9951
null
16
white
16.597656
20
0.842896
0.74292
1
0
0
no
0.95
0.85
no dnr
3
120
7.599609
60
24
36.19531
380
null
null
1.099854
144
7.469727
null
null
null
null
null
null
2.211426