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
8,801
79.33698
1
female
0
21
109
CHF
COPD/CHF/Cirrhosis
3
null
null
9
24,248
16,439.4375
15,007.7578
16
white
28.699219
43
0.625
0.439941
1
1
0
no
0.05
0.02
no dnr
21
64
12.798828
77
28
36.5
174.28125
3.299805
0.299988
1.299805
138
7.429688
264
30
2,110
0
0
no(M2 and SIP pres)
0
8,802
49.96597
1
male
0
11
261
ARF/MOSF w/Sepsis
ARF/MOSF
0
0
under $11k
26
14,104
9,735.3125
9,969.23438
23.5
white
30
32
0.684937
0.591919
1
0
0
no
1
0.8
no dnr
11
106
3.699707
79
28
38.09375
247.59375
4.199219
0.5
1
134
7.419922
92
4
4,425
null
7
adl>=4 (>=5 if sur)
7
8,803
78.22296
1
male
1
25
25
Coma
Coma
2
null
null
44
59,397
39,876.875
41,626.9062
31.25
white
35.296875
54
0.033997
0.015999
9
0
1
no
null
null
dnr after sadm
20
118
13.798828
69
40
37.89844
82.84375
null
0.699951
0.799927
140
7.379883
262
37
null
null
null
<2 mo. follow-up
4.991211
8,804
64.18896
0
female
0
9
676
Lung Cancer
Cancer
4
12
$11-$25k
0
10,001
6,335.3242
6,368.84766
14
white
18.597656
12
0.67688
0.379944
1
0
0
metastatic
0.95
0.95
no dnr
9
105
31.5
70
22
36.29688
261.1875
null
0.899902
2.899902
136
7.459961
184
69
1,860
0
0
no(M2 and SIP pres)
0
8,805
73.73297
0
female
0
12
675
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
under $11k
0
13,660
9,851.0547
8,176.41797
28
white
36.195313
69
0.504883
0.387939
1
1
0
no
0.6
0.5
no dnr
12
112
null
69
24
35.79688
null
null
null
1.599854
138
null
75
38
2,600
6
2
SIP>=30
2
8,806
58.47198
1
female
0
13
80
Lung Cancer
Cancer
1
9
under $11k
0
16,624
10,855.6016
11,437.0078
9.5
white
15.398438
6
0.75293
0.494995
1
0
0
metastatic
0.8
0.5
no dnr
13
83
20.597656
67
20
35.39844
null
4.199219
0.399963
1.5
140
null
126
27
1,400
2
3
adl>=4 (>=5 if sur)
3
8,807
65.659
1
female
0
5
224
Lung Cancer
Cancer
3
8
under $11k
0
3,161
2,090.9981
2,328.34961
5
white
12.199219
18
0.790894
0.559937
1
0
0
metastatic
0.4
0.2
dnr after sadm
1
115
17.296875
115
10
38.5
320
null
null
0.799927
134
7.509766
155
12
1,500
5
5
null
5
8,808
57.65598
1
male
0
19
120
Lung Cancer
Cancer
2
10
null
0
26,969
18,235.4688
19,058.5156
3.333332
white
19.097656
14
0.682983
0.388977
1
0
0
metastatic
1
0.51
no dnr
19
72
5.699219
101
30
38.59375
null
3.799805
0.599976
0.899902
131
null
179
12
null
0
0
SIP>=30
0
8,809
65.90796
1
male
0
5
406
CHF
COPD/CHF/Cirrhosis
3
14
$25-$50k
0
2,496
1,644.8779
1,368.30957
10
white
19.398438
40
0.86499
0.776978
1
1
0
no
0.8
0.5
no dnr
5
61
6.099609
51
32
35.59375
485.6875
null
null
1.299805
132
7.449219
96
64
2,200
0
0
no(M2 and SIP pres)
0
8,810
52.87097
1
male
0
19
38
MOSF w/Malig
ARF/MOSF
0
12
null
0
36,129
25,131.2344
28,057.5469
21.333328
white
21.296875
35
0.712891
0.625977
6
0
0
yes
0.25
0.05
no dnr
19
99
10.199219
81
22
36.09375
247.59375
null
0.199982
1.299805
134
7.429688
83
23
null
null
0
<2 mo. follow-up
0
8,811
72.77496
1
male
0
7
548
CHF
COPD/CHF/Cirrhosis
5
9
null
0
5,221
3,341.7441
3,229.06836
5.5
white
16.097656
30
0.878906
0.79895
1
1
0
no
0.9
0.85
no dnr
7
73
10.298828
60
24
35.59375
244
3.399902
0.899902
1.099854
134
7.519531
130
15
2,450
0
0
no(M2 and SIP pres)
0
8,812
57.44299
0
female
0
6
668
COPD
COPD/CHF/Cirrhosis
1
8
under $11k
0
7,868
5,170.9336
5,612.03906
20
white
31
35
0.760986
0.620972
1
0
0
no
0.99
0.99
no dnr
6
103
6.299805
65
32
35.89844
276.1875
3.099609
0.299988
1.299805
141
7.40918
101
32
1,925
0
1
no(M2 and SIP pres)
1
8,813
59.20599
1
male
1
7
7
Coma
Coma
0
12
$25-$50k
61
17,033
12,977.8281
14,498.8125
18
white
24.898438
40
0.440979
0.366943
1
0
0
no
0.3
0.25
dnr after sadm
6
70
11.898438
130
40
38
86.65625
3.899902
0.699951
1
143
7.40918
181
27
3,225
null
0
<2 mo. follow-up
0
8,814
58.94897
0
male
0
5
667
COPD
COPD/CHF/Cirrhosis
4
13
$11-$25k
0
3,548
2,230.9492
2,404.69922
10
white
12.898438
22
0.918945
0.862915
1
0
0
yes
0.95
0.9
no dnr
5
49
18.097656
60
24
38.39844
190
1.299805
0.699951
0.599976
132
7.349609
184
5
825
1
null
no(M2 and SIP pres)
1.166748
8,815
45.53299
0
male
0
10
664
Cirrhosis
COPD/CHF/Cirrhosis
1
13
null
0
9,094
6,265.3672
6,837.56641
14
white
26.296875
35
0.776978
0.643921
1
0
0
no
0.5
0.5
no dnr
10
101
12.599609
81
24
36.69531
null
null
0.399963
2.399902
134
null
210
44
2,250
1
0
no(M2 and SIP pres)
0
8,816
67.85199
1
male
0
5
59
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
4,016
2,785.1367
3,827.56836
21
white
18.597656
23
0.832886
0.726929
1
0
0
yes
0.7
0.6
dnr after sadm
4
65
8
48
20
35.59375
null
4.099609
1.199951
1
134
null
104
8
null
0
0
<2 mo. follow-up
0
8,817
68.98596
1
male
0
5
279
Colon Cancer
Cancer
1
13
$11-$25k
0
2,823
1,840.5918
1,823.93945
8
white
11.599609
13
0.871948
0.712891
1
0
0
metastatic
0.8
0.5
no dnr
5
110
3.699707
76
24
38.19531
null
null
null
1.699951
131
null
245
25
1,785
0
0
no(M2 and SIP pres)
0
8,818
41.64499
0
male
0
20
661
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$11-$25k
0
28,886
19,517.5781
20,677.8281
28.333328
white
23.5
48
0.87793
0.834961
1
0
0
no
0.8
0.8
no dnr
20
65
14.5
119
24
36.19531
209.5
3.399902
0.599976
0.899902
138
7.429688
115
20
600
null
0
no(M2 and SIP pres)
0
8,819
71.41095
1
female
0
13
77
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
10,856
7,223.6719
7,333.58984
9
white
16.097656
47
0.875977
0.793945
1
0
0
no
0.7
0.5
dnr after sadm
2
62
null
81
20
37
null
null
null
0.699951
141
null
129
8
2,075
2
3
adl>=4 (>=5 if sur)
3
8,820
54.12997
1
female
0
13
527
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
under $11k
0
29,479
20,409.8906
20,370.3906
27
white
28.699219
67
0.760986
0.68396
2
1
0
no
0.85
0.75
no dnr
13
108
8.099609
79
20
35.39844
null
3.399902
0.699951
1
134
null
111
19
3,175
6
5
SIP>=30
5
8,821
64.99097
0
male
0
5
657
Colon Cancer
Cancer
1
12
>$50k
0
3,960
2,424.6211
1,743.30957
6
white
16.796875
7
0.819946
0.611938
1
0
0
metastatic
0.9
0.8
no dnr
5
59
10.099609
135
40
35.69531
null
3.799805
0.799927
1.5
124
null
171
40
3,775
1
null
no(M2 and SIP pres)
1.166748
8,822
46.56497
0
male
0
5
657
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
8,909
6,108.7539
6,189.33984
11
white
15.199219
15
0.928955
0.902954
1
0
0
no
0.99
0.95
no dnr
5
118
9.699219
60
10
37.79688
144
2.5
0.399963
1
134
7.5
126
11
2,650
null
null
null
2.746094
8,823
78.54297
1
male
0
6
275
Colon Cancer
Cancer
2
null
null
0
4,668
2,988.3613
3,181.37891
13
white
19
12
0.758911
0.503906
1
0
0
metastatic
0.9
0.75
dnr before sadm
-1
107
12.099609
117
10
37.89844
217.5
null
null
0.899902
149
7.40918
164
51
2,580
1
null
null
1.166748
8,824
77.55798
0
male
0
9
655
CHF
COPD/CHF/Cirrhosis
4
7
$11-$25k
0
7,842
5,684.3164
5,780.52734
9.5
white
37.195313
37
0.452942
0.250977
1
1
0
no
null
null
no dnr
9
79
8.298828
52
24
38.79688
390.4375
null
0.899902
4.299805
140
7.389648
110
67
1,950
1
0
no(M2 and SIP pres)
0
8,825
72.06598
0
male
0
16
655
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$11-$25k
0
30,235
19,548.6094
21,709.6406
19.666656
white
19.097656
26
0.779907
0.708984
4
0
0
yes
1
1
no dnr
16
108
20.898438
160
32
38.39844
287.75
3.299805
0.799927
0.799927
131
7.479492
110
15
3,950
1
0
SIP>=30
0
8,826
69.37994
1
male
0
8
9
Lung Cancer
Cancer
1
8
under $11k
0
9,324
5,800.918
5,449.05859
13
white
19.796875
30
0.635986
0.325989
1
0
0
metastatic
1
0.6
dnr after sadm
1
72
null
70
28
35.59375
null
3.799805
0.699951
8.699219
134
null
99
56
0
null
0
<2 mo. follow-up
0
8,827
68.20294
1
male
0
15
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
46,267
45,581.8438
49,192.9375
49
white
23
41
0.761963
0.685913
8
0
0
no
0.5
0.5
dnr after sadm
14
64
21.5
36
32
37.89844
318
2.799805
0.899902
2.699707
132
7.279297
268
49
1,125
null
0
<2 mo. follow-up
0
8,828
52.22699
1
male
1
20
20
Cirrhosis
COPD/CHF/Cirrhosis
5
8
null
37
26,657
18,330.8281
20,138.2188
15.666664
white
19.296875
22
0.74292
0.594971
1
1
0
no
null
null
dnr after sadm
20
56
9.199219
160
40
38.29688
218.5
null
null
1.399902
132
7.469727
149
13
1,300
null
5
<2 mo. follow-up
5
8,829
57.59097
1
male
0
27
207
COPD
COPD/CHF/Cirrhosis
3
12
$11-$25k
61
39,876
27,313.75
29,164.2031
28.75
white
21.796875
27
0.731934
0.579956
1
1
0
no
0.5
0.5
no dnr
27
63
0.399963
130
40
39.59375
182.84375
2.899902
3
1.399902
140
7.439453
395
31
5,450
null
0
SIP>=30
0
8,830
63.98898
1
male
1
5
5
Lung Cancer
Cancer
3
null
null
100
5,764
3,601
3,166.89844
29
white
30.296875
21
0.014999
0
1
0
0
metastatic
0.2
0.2
dnr after sadm
1
68
4.599609
39
22
35.89844
466.625
null
0.899902
1.199951
142
7.529297
132
26
1,850
null
null
<2 mo. follow-up
4.333008
8,831
83.31299
0
male
0
9
648
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
null
9
11,919
8,023.8086
8,385.92969
24.5
white
22.296875
40
0.738892
0.656982
1
0
0
no
0.9
0.8
no dnr
9
76
7
70
24
36.59375
null
4.599609
0.399963
1
137
null
114
5
1,975
1
0
no(M2 and SIP pres)
0
8,832
76.83197
0
male
0
7
647
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
9
3,917
2,545.1894
2,199.51953
5
white
17.796875
24
0.831909
0.725952
1
0
1
no
0.75
0.75
dnr after sadm
5
117
24.5
58
10
38.89844
154.53125
2.599609
24
5.899414
141
7.40918
118
81
30
null
6
no(M2 and SIP pres)
6
8,833
67.79999
1
male
0
8
12
Coma
Coma
1
14
null
100
28,580
18,889.2812
19,848.125
32.5
white
28.5
38
0.060997
0.032997
3
0
0
no
0.2
0.05
dnr after sadm
5
75
26.796875
118
20
35.29688
309.5
null
0.5
0.699951
137
7.449219
150
14
1,500
null
6
<2 mo. follow-up
6
8,834
58.59799
1
female
0
8
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
20,012
15,636.9688
16,694.8594
15.5
white
24.398438
53
0.748901
0.669922
8
0
0
no
0.25
0.1
dnr after sadm
8
66
3.5
79
26
38.69531
128.875
2.199707
1.299805
0.599976
156
7.459961
119
9
6,200
null
null
<2 mo. follow-up
2.768555
8,835
78.10498
0
female
0
5
644
CHF
COPD/CHF/Cirrhosis
3
5
under $11k
9
3,989
2,674.8652
2,562.94922
14
white
23.597656
26
0.738892
0.589966
1
0
1
no
0.7
0.5
no dnr
5
67
15.5
114
28
36.89844
112.5
4.099609
0.699951
3
132
7.489258
123
40
830
null
null
no(M2 and SIP pres)
5.21875
8,836
66.71899
1
female
0
20
370
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
40,797
null
null
12.666664
white
23.296875
35
0.645996
0.545898
1
1
0
metastatic
0.7
0.5
no dnr
20
76
7.399414
74
24
35.89844
222.71875
4
1.799805
1
142
7.319336
92
28
1,220
0
0
no(M2 and SIP pres)
0
8,837
73.5
1
male
0
16
120
Colon Cancer
Cancer
1
12
$11-$25k
0
14,996
9,510.5469
9,354.44531
11.333328
white
6.299805
13
0.910889
0.793945
1
0
0
metastatic
0.8
0.75
dnr after sadm
1
63
13.5
132
28
39.29688
123.625
1.899902
1.099854
0.699951
139
7.419922
127
3
5,375
null
1
no(M2 and SIP pres)
1
8,838
71.77295
1
male
0
7
18
COPD
COPD/CHF/Cirrhosis
3
10
null
0
6,705
4,389.4414
3,861.16992
6
white
21.597656
36
0.810913
0.69397
1
0
0
no
0.85
0.8
no dnr
7
59
7.5
79
16
36.19531
null
3.899902
0.199982
1.5
139
null
134
23
null
0
2
<2 mo. follow-up
2
8,839
82.93799
1
female
1
4
4
COPD
COPD/CHF/Cirrhosis
5
8
under $11k
26
6,338
4,364.4844
4,638.00781
22
white
24.597656
63
0.53894
0.339966
2
1
1
no
0.5
0
dnr before sadm
-1
67
15.199219
128
30
34.39844
260
2.699707
0.299988
0.899902
135
7.479492
240
23
1,350
null
null
<2 mo. follow-up
5.993164
8,840
81.63995
1
male
0
38
345
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
null
9
55,955
35,859.2188
40,620.4688
19.25
white
23.398438
64
0.670898
0.574951
6
0
0
no
0.5
0.125
dnr after sadm
8
137
13.599609
60
24
35.69531
369.5625
null
null
0.899902
130
7.319336
194
25
1,975
null
5
SIP>=30
5
8,841
69.60999
1
female
0
32
34
Coma
Coma
3
12
$11-$25k
44
150,249
106,119.312
113,850.062
28.5
white
25.398438
48
0.266968
0.198975
40
1
0
no
0.5
0.5
dnr after sadm
26
117
11.099609
68
28
35.59375
160
2.299805
3.799805
0.899902
144
7.329102
256
25
5,550
null
0
<2 mo. follow-up
0
8,842
79.995
1
female
0
11
197
COPD
COPD/CHF/Cirrhosis
7
9
$25-$50k
9
8,495
5,334.9688
4,880.17969
9.5
white
26.296875
38
0.628906
0.445984
1
0
1
no
0.5
0.4
dnr after sadm
1
102
3.899902
63
24
35.79688
null
null
null
0.899902
139
null
100
9
null
null
6
adl>=4 (>=5 if sur)
6
8,843
76.63196
0
male
0
18
639
COPD
COPD/CHF/Cirrhosis
3
8
$11-$25k
0
10,375
6,827.0039
6,236.20703
7.333332
white
19.5
34
0.765991
0.628906
1
0
0
yes
0.9
0.9
no dnr
18
52
9.199219
118
24
35.79688
null
null
0.299988
0.899902
137
null
153
16
null
null
2
no(M2 and SIP pres)
2
8,844
72.61298
1
male
0
7
17
Lung Cancer
Cancer
2
8
$11-$25k
9
10,843
6,651.1914
4,538.21875
5
white
26.699219
16
0.394958
0.099991
1
0
0
metastatic
0.5
0.15
dnr after sadm
3
117
23.796875
60
14
38.69531
213.3125
3.299805
0.799927
4.399414
145
7.369141
299
67
1,081
null
0
<2 mo. follow-up
0
8,845
70.56494
0
male
0
4
635
COPD
COPD/CHF/Cirrhosis
1
13
$25-$50k
0
2,365
1,585.7607
1,604.69922
5
white
18.097656
20
0.859985
0.767944
1
0
0
no
0.9
0.9
no dnr
4
73
5.399414
63
24
35.89844
null
3.099609
1.5
1.399902
128
null
218
30
4,275
0
0
no(M2 and SIP pres)
0
8,846
74.70996
1
male
1
43
43
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
37
200,862
143,377.125
142,079.875
37.75
white
34.09375
46
0.243988
0.141998
21
0
0
no
null
null
dnr after sadm
35
51
9.798828
81
20
36.5
400
4
0.5
1.199951
134
7.459961
181
35
1,475
null
0
<2 mo. follow-up
0
8,847
69.47296
1
female
0
7
20
COPD
COPD/CHF/Cirrhosis
2
12
null
0
5,038
3,265.9492
3,421.63867
2
white
22.097656
39
0.816895
0.703979
1
0
0
no
0.9
0.8
dnr after sadm
1
43
8.898438
130
29
40.19531
300
2.599609
0.299988
0.599976
135
7.399414
138
6
1,550
1
null
<2 mo. follow-up
1.166748
8,848
65.487
1
male
0
7
28
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
37
5,066
3,334.2227
3,096.9082
5
white
18.699219
24
0.793945
0.668945
1
0
0
no
0.8
0.512
dnr after sadm
3
58
9.699219
77
32
35.5
null
null
null
1.399902
136
null
108
41
null
0
0
<2 mo. follow-up
0
8,849
67.84399
1
female
1
12
12
Coma
Coma
0
16
>$50k
94
34,959
24,302.5469
26,362.4375
29
white
26.699219
33
0.082993
0.047997
7
0
0
no
0.24
0.24
dnr after sadm
5
75
17
105
25
38.09375
285.6875
null
null
0.699951
138
7.429688
112
6
3,975
null
0
<2 mo. follow-up
0
8,850
76.26794
0
male
0
9
634
COPD
COPD/CHF/Cirrhosis
3
8
$11-$25k
26
8,633
5,600.3711
5,183.20703
14.5
white
27
33
0.494995
0.293945
1
0
0
yes
null
null
dnr after sadm
1
102
3.899902
110
10
36.79688
374.25
2.799805
0.199982
0.5
139
7.40918
121
6
2,125
null
1
no(M2 and SIP pres)
1
8,851
50.86099
0
male
0
7
634
CHF
COPD/CHF/Cirrhosis
5
14
null
0
3,603
2,394.8223
1,887.16992
4.5
white
31.296875
21
0.760986
0.620972
1
1
0
no
null
null
dnr after sadm
1
56
8.5
106
10
38.89844
135
2.299805
0.699951
5
127
7.399414
96
55
472
1
0
SIP>=30
0
8,852
62.92398
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
100
58,428
38,707.1562
39,558.0312
47
white
44.195313
82
0.002
0
21
0
0
no
0
0
dnr after sadm
1
99
6.899414
126
18
36.29688
null
3.899902
0.799927
0.899902
140
null
116
14
null
null
1
<2 mo. follow-up
1
8,853
75.22198
0
male
0
15
633
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
null
0
46,467
31,250.3906
32,330.6406
27.333328
white
25.398438
39
0.681885
0.587891
9
0
0
no
0.2
0.1
no dnr
15
121
8.298828
70
16
36.09375
309.5
4.199219
0.399963
1.399902
140
7.449219
194
22
3,400
null
0
no(M2 and SIP pres)
0
8,854
90.36798
0
female
0
4
631
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
2,206
1,536.5508
1,430.35938
11
white
19.597656
36
0.775879
0.642944
1
0
0
no
0.8
0.8
no dnr
4
75
8.099609
145
24
37.79688
230
null
null
1.199951
128
7.519531
166
20
1,570
1
null
no(M2 and SIP pres)
1.166748
8,855
79.27698
0
male
0
7
631
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
6,405
4,273.7734
4,210.89844
7.5
white
19.097656
39
0.826904
0.717896
1
1
0
no
null
null
no dnr
7
70
12.5
110
32
38.69531
125.45312
2.099609
5.5
1.199951
133
7.5
124
33
2,525
0
0
no(M2 and SIP pres)
0
8,856
89.12
1
male
0
5
248
CHF
COPD/CHF/Cirrhosis
6
4
null
0
3,031
2,076.1348
2,175.12891
15
white
18.097656
20
0.803955
0.68396
1
1
1
no
0.8
0.7
no dnr
5
57
16.597656
134
12
37.5
285
3.099609
0.5
1.699951
137
7.449219
126
34
775
null
5
adl>=4 (>=5 if sur)
5
8,857
74.42798
1
female
0
10
102
Colon Cancer
Cancer
2
5
under $11k
0
7,917
5,127.7461
4,562.58984
13
white
12.599609
25
0.85498
0.678955
1
0
1
metastatic
0.05
0
no dnr
10
98
10.298828
77
24
35.69531
304
null
0.799927
0.899902
137
7.349609
334
17
null
1
0
null
0
8,858
63.97498
1
male
0
5
145
Lung Cancer
Cancer
2
12
under $11k
0
5,272
3,413.043
3,295.48828
10
white
18.199219
11
0.685913
0.392944
1
0
0
metastatic
0.7
0.1
dnr after sadm
1
59
6.599609
113
11
36.39844
100
2.5
9.5
1.399902
140
7.569336
108
31
3,470
0
2
adl>=4 (>=5 if sur)
2
8,859
73.28998
0
female
0
17
628
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
9
44,287
29,971.6406
30,189.6562
29.333328
white
35.59375
50
0.390991
0.271973
7
1
0
no
0.2
0.1
dnr after sadm
2
68
8.298828
120
20
36.39844
null
4.299805
0.399963
1.5
138
null
233
42
2,025
null
0
adl>=4 (>=5 if sur)
0
8,860
21.63199
0
female
0
53
628
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
under $11k
41
148,162
101,257.312
121,249.375
47
white
26.097656
38
0.819946
0.759888
1
0
0
no
0.75
0.75
no dnr
53
66
17.199219
104
32
38.39844
165
null
null
1.5
133
7.479492
163
22
null
null
0
no(M2 and SIP pres)
0
8,861
72.435
0
male
0
25
627
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
74,657
49,330.9062
53,275.25
16.75
white
30.097656
42
0.48999
0.371948
16
0
0
yes
0.9
0.9
no dnr
25
96
5.699219
69
16
36.09375
323.75
4.099609
0.399963
1.199951
136
7.459961
115
6
1,450
null
0
no(M2 and SIP pres)
0
8,862
70.75195
1
male
0
5
240
COPD
COPD/CHF/Cirrhosis
5
8
null
0
3,427
2,172.2734
1,754.34961
9
white
30.796875
44
0.580933
0.387939
1
1
0
yes
0.9
0.8
no dnr
5
67
9.5
80
24
39.09375
257.5
2.099609
0.299988
1.699951
137
7.40918
82
40
775
1
0
null
0
8,863
83.71497
0
female
0
15
627
MOSF w/Malig
ARF/MOSF
2
8
null
0
35,843
24,067.2188
23,331.1875
28
white
22.5
43
0.563965
0.452942
7
0
0
metastatic
0.8
0.7
no dnr
15
62
18.898438
134
28
38.69531
136
1.699951
0.199982
0.899902
140
7.459961
206
16
1,325
null
0
no(M2 and SIP pres)
0
8,864
78.75696
1
male
0
9
536
MOSF w/Malig
ARF/MOSF
0
8
null
0
27,466
18,589.9375
18,974.4062
27.5
white
26.398438
40
0.547974
0.43396
7
0
0
yes
0.9
0.8
no dnr
9
70
12.798828
78
24
35.79688
362.9375
null
0.299988
1.099854
138
7.429688
278
18
null
null
0
no(M2 and SIP pres)
0
8,865
71.37897
1
male
0
6
26
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
3,740
2,478.7617
1,955.72949
9
white
16.699219
24
0.876953
0.794922
1
0
0
no
null
null
no dnr
6
39
32.59375
130
10
36
152
3.199707
8.199219
5.199219
127
7.369141
212
105
75
null
0
<2 mo. follow-up
0
8,866
78.77594
1
female
0
6
557
Cirrhosis
COPD/CHF/Cirrhosis
6
8
null
0
4,257
2,828.1602
2,308.66992
11
white
16.398438
18
0.675903
0.505981
1
1
0
yes
0.5
0.25
dnr after sadm
1
74
4.899414
77
24
36.39844
260
2.199707
0.099991
0.899902
137
7.319336
141
17
3,210
1
1
no(M2 and SIP pres)
1
8,867
48.68698
0
female
0
109
623
Cirrhosis
COPD/CHF/Cirrhosis
1
13
under $11k
0
130,793
86,623.625
98,248.9375
34.25
white
31.296875
59
0.657959
0.480957
1
0
0
no
null
null
dnr after sadm
27
129
12.398438
85
22
36.5
null
3.899902
0.599976
1
135
null
148
27
null
null
0
SIP>=30
0
8,868
74.17096
0
male
0
14
625
COPD
COPD/CHF/Cirrhosis
2
null
null
0
10,170
6,691.2109
6,019.69922
8
white
22.199219
46
0.787964
0.659912
1
0
0
no
0.4
0.4
no dnr
14
78
8.298828
53
16
35.89844
null
null
null
1.399902
138
null
124
18
3,100
2
0
no(M2 and SIP pres)
0
8,869
56.92798
1
female
1
10
10
Lung Cancer
Cancer
1
12
null
9
7,075
4,833.2344
4,892.78906
11
white
20.097656
11
0.626953
0.314941
1
0
0
metastatic
null
null
dnr after sadm
4
117
9.298828
126
24
36.39844
224
null
0.599976
1.099854
135
7.449219
115
23
1,055
null
7
<2 mo. follow-up
7
8,870
69.54095
1
male
0
9
20
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
6,304
4,241.2578
3,871.61914
6
white
24
28
0.649902
0.470947
1
0
0
no
0.8
0.6
no dnr
9
82
0.099991
148
22
36.09375
null
null
null
1.399902
145
null
155
39
null
null
3
<2 mo. follow-up
3
8,871
74.93994
0
male
0
9
621
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
9
48,671
31,515.9844
33,310.1562
24.5
white
25.398438
35
0.647949
0.547974
9
0
0
no
null
null
no dnr
9
79
12.099609
40
15
35.59375
355
3.599609
0.799927
1.199951
137
7.399414
146
25
1,000
null
0
no(M2 and SIP pres)
0
8,872
70.13794
1
female
0
3
194
Lung Cancer
Cancer
1
10
null
0
4,685
2,963.8652
3,459.82812
null
white
7.699219
12
0.843994
0.655884
1
0
0
metastatic
null
null
no dnr
3
65
12
79
24
36.09375
292
null
0.5
1.399902
134
7.389648
354
43
1,465
null
null
no(M2 and SIP pres)
1.722168
8,873
72.90295
0
male
0
10
620
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
23,344
16,110.2969
15,581.7188
41.5
white
26.296875
43
0.740967
0.659912
1
0
0
no
null
null
dnr after sadm
8
61
10.699219
140
24
38.09375
87.14062
null
0.299988
1.099854
129
7.369141
136
12
3,200
null
1
SIP>=30
1
8,874
53.95798
0
female
0
28
619
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$25-$50k
26
30,829
17,709.4688
17,719.1094
11.5
white
27.296875
44
0.596924
0.406982
1
0
0
no
0.5
0.4
dnr after sadm
2
57
11.798828
88
30
39
182.5
3.099609
2.399902
1.199951
137
7.509766
152
15
1,424
null
6
no(M2 and SIP pres)
6
8,875
91.90997
1
male
0
10
175
COPD
COPD/CHF/Cirrhosis
5
16
null
0
13,204
8,966.2344
11,215.1875
16
white
32.5
56
0.360962
0.168976
1
0
0
no
0.5
0.4
dnr after sadm
1
70
0.899902
73
28
35.69531
null
2.699707
1.299805
1.799805
135
null
239
42
5,980
0
null
no(M2 and SIP pres)
0.494751
8,876
56.31998
0
male
0
6
618
COPD
COPD/CHF/Cirrhosis
3
16
under $11k
0
4,302
2,707.6777
2,766.57812
13
white
10.699219
32
0.921997
0.866943
1
0
0
metastatic
0.85
0.8
no dnr
6
127
12.798828
143
24
36.19531
110
3.699707
2
1.399902
135
7.189453
113
34
900
null
null
no(M2 and SIP pres)
2.581543
8,877
87.56696
0
female
0
14
617
CHF
COPD/CHF/Cirrhosis
3
8
null
0
9,171
6,001.6445
5,309.58984
7.333332
white
17.199219
24
0.821899
0.710938
1
1
0
no
null
null
dnr after sadm
2
121
16.597656
58
32
37.89844
127.5
3.299805
0.599976
2.799805
133
7.379883
254
111
765
null
2
no(M2 and SIP pres)
2
8,878
54.13797
1
male
1
6
6
Coma
Coma
0
12
$25-$50k
100
13,290
9,129.0234
9,817.0625
40
white
26.199219
29
0.250977
0.184998
1
0
0
no
0.1
0.05
dnr after sadm
4
99
0.199982
115
30
39.19531
null
3
null
1.799805
146
null
139
41
2,800
null
0
<2 mo. follow-up
0
8,879
60.08499
1
male
0
6
80
Lung Cancer
Cancer
2
12
>$50k
0
6,801
4,314.7969
2,377.79883
12
white
17.296875
21
0.714966
0.434998
1
0
0
metastatic
0.7
0.5
no dnr
6
101
7.199219
70
22
37.29688
520
null
null
2.199707
140
7.349609
185
60
2,150
0
0
no(M2 and SIP pres)
0
8,880
81.95496
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
22,645
15,302.2266
16,727.4688
42.5
white
28.699219
48
0.608887
0.50293
3
0
0
no
0.25
0.25
dnr after sadm
5
73
13.798828
61
20
36.79688
null
null
null
1
138
null
162
15
2,850
null
2
<2 mo. follow-up
2
8,881
70.94598
1
male
0
25
26
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
$25-$50k
100
68,567
47,417
56,280.75
25.75
white
31.796875
68
0.081985
0.030998
9
0
0
no
null
null
dnr after sadm
24
49
13.5
134
10
37.89844
215
3.399902
0.299988
1.5
137
7.449219
238
30
1,650
null
0
<2 mo. follow-up
0
8,882
80.07098
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
>$50k
0
54,121
36,237.0625
41,810.0938
63
white
36.09375
63
0.350952
0.234985
13
0
0
no
null
null
no dnr
4
120
7.299805
14
10
38.89844
129
3.699707
0.699951
0.5
137
7.40918
137
15
3,525
null
0
<2 mo. follow-up
0
8,883
61.03799
0
male
0
10
606
COPD
COPD/CHF/Cirrhosis
0
12
null
0
11,265
7,681.9844
8,306.57812
20.5
white
21
26
0.871948
0.786987
1
0
0
no
null
null
no dnr
10
49
6.5
158
10
36.79688
136
2.199707
0.599976
1.599854
131
7.429688
78
12
2,875
0
0
no(M2 and SIP pres)
0
8,884
82.71899
0
female
0
21
603
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
under $11k
0
33,923
21,274.0625
23,252.1094
25
white
21.898438
36
0.775879
0.702881
1
0
1
no
0.8
0.8
no dnr
21
83
11.199219
101
28
39.09375
null
null
null
0.899902
138
null
130
6
3,175
null
6
adl>=4 (>=5 if sur)
6
8,885
50.00699
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
>$50k
0
28,269
18,869.2031
20,516.5781
27
white
32.796875
34
0.719971
0.633911
1
0
0
no
0.49
0.49
no dnr
14
65
19
70
15
36.09375
108.15625
3.699707
0.699951
5.399414
126
7.479492
267
96
190
null
1
<2 mo. follow-up
1
8,886
69.59296
1
male
0
5
103
Colon Cancer
Cancer
1
8
under $11k
0
2,545
1,613.3086
1,731.61914
13
white
19.5
16
0.770996
0.523926
1
0
0
metastatic
0.2
0.05
dnr after sadm
3
111
null
62
16
36.39844
null
null
null
null
140
null
null
null
null
0
null
no(M2 and SIP pres)
0.494751
8,887
74.05096
1
female
1
49
49
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
under $11k
26
100,702
66,196.125
77,436.125
40
white
28.199219
31
0.455994
0.336975
4
0
0
yes
0.7
0.7
dnr after sadm
47
104
8.199219
79
24
35.5
null
3.899902
0.399963
0.799927
136
null
116
31
2,300
null
6
<2 mo. follow-up
6
8,888
64.58899
1
female
0
6
91
Lung Cancer
Cancer
1
null
null
0
7,143
4,358.4766
2,398.69922
10
white
15.798828
10
0.73291
0.462952
1
0
0
metastatic
1
0.51
no dnr
6
108
5.799805
114
16
36.19531
null
null
null
null
140
null
null
null
null
null
null
null
1.982178
8,889
81.41797
0
male
0
14
598
CHF
COPD/CHF/Cirrhosis
2
8
$11-$25k
0
11,063
7,162.5781
5,944.11719
4.333332
white
13.5
23
0.881958
0.802979
1
0
0
no
0.8
0.75
no dnr
14
71
null
57
20
35.89844
304.75
3.699707
1.199951
1.699951
135
7.519531
120
44
null
0
0
null
0
8,890
88.28699
1
female
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
under $11k
0
20,082
13,371.9375
15,769.0078
44
white
29.398438
49
0.593994
0.485962
1
0
0
no
0.1
0.1
dnr after sadm
1
61
3.699707
65
20
36.09375
null
4.099609
2
1.099854
132
null
176
35
850
null
0
<2 mo. follow-up
0
8,891
65.495
1
male
0
8
48
CHF
COPD/CHF/Cirrhosis
6
15
under $11k
0
5,817
3,923.6973
3,969.18945
5.5
white
20.398438
31
0.855957
0.762939
1
1
1
no
null
null
no dnr
8
64
11.298828
72
14
36.09375
157.5
null
null
1
141
7.419922
354
24
725
2
2
<2 mo. follow-up
2
8,892
69.65399
1
female
1
11
11
Coma
Coma
1
null
null
61
41,832
29,165.875
32,677.4688
27.5
white
34.898438
57
0.036995
0.017998
10
1
0
no
null
null
no dnr
11
77
10
57
28
35.79688
null
4.299805
1.399902
1.299805
136
null
271
21
1,695
null
null
<2 mo. follow-up
2.309082
8,893
75.96698
0
female
0
12
593
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
44
17,883
12,190.1406
12,751.8594
17
white
18.097656
21
0.710938
0.55188
1
1
1
no
null
null
no dnr
12
57
11.599609
101
28
36.39844
130
2.899902
0.299988
0.799927
137
7.399414
178
19
1,100
null
2
no(M2 and SIP pres)
2
8,894
69.58795
1
female
0
6
64
Lung Cancer
Cancer
3
9
$11-$25k
0
4,334
2,818.1992
3,109.70898
10
white
22.398438
14
0.571899
0.250977
1
1
0
metastatic
0.5
0.3
no dnr
6
59
18.097656
96
16
38.69531
127.5
null
0.199982
1.799805
139
7.5
222
36
2,631
null
null
null
2.578613
8,895
60.51999
1
male
0
7
8
Cirrhosis
COPD/CHF/Cirrhosis
3
10
$25-$50k
44
15,369
10,618.8906
12,286.6797
20
white
31.5
89
0.319946
0.136993
1
1
0
no
0.8
0.8
dnr after sadm
4
104
16.5
79
28
35.89844
null
4.699219
1.199951
1
134
null
104
17
null
null
0
<2 mo. follow-up
0
8,896
63.52597
1
male
0
61
173
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
44
195,557
77,800.1875
86,105.1875
34.75
white
23.398438
39
0.560913
0.448975
5
0
0
yes
0.3
0.3
dnr after sadm
15
67
12.5
100
20
36.09375
null
2.199707
6.699219
1.099854
131
null
105
18
1,900
null
0
no(M2 and SIP pres)
0
8,897
87.98596
0
male
0
10
590
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
6,883
4,599.7266
4,546.40625
8
white
18.5
27
0.695923
0.531982
1
0
0
yes
0.8
0.6
no dnr
10
109
15.099609
104
34
36.79688
309.5
3.899902
0.599976
1.099854
132
7.489258
123
13
null
3
1
no(M2 and SIP pres)
1
8,898
84.29297
1
male
0
17
156
CHF
COPD/CHF/Cirrhosis
5
8
$25-$50k
0
18,165
11,636.9922
12,352.8828
12.333328
white
32
57
0.546997
0.348999
1
1
0
no
0.6
0.4
no dnr
17
80
9.798828
68
24
38.69531
364
null
1.299805
1.099854
137
7.489258
184
26
1,775
0
1
no(M2 and SIP pres)
1
8,899
63.24399
0
male
0
12
587
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$11-$25k
0
16,650
10,887.9375
12,403.4766
25
white
23.5
43
0.819946
0.759888
1
0
0
no
0.75
0.65
no dnr
12
70
6.099609
73
22
36.29688
null
3.899902
0.799927
1.099854
132
null
111
14
null
0
0
no(M2 and SIP pres)
0
8,900
67.06097
1
male
0
8
93
Lung Cancer
Cancer
2
8
$11-$25k
0
5,283
3,447.1289
3,774.14844
8.5
white
6.599609
25
0.859985
0.687988
1
0
0
metastatic
0.95
0.6
no dnr
8
57
25
120
26
39.09375
237.125
2.199707
0.799927
1.199951
138
7.399414
135
19
1,815
0
1
no(M2 and SIP pres)
1