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
401
59.92099
1
male
0
11
30
Lung Cancer
Cancer
1
null
null
0
19,491
12,055.1172
null
10.5
black
26.898438
22
0.47998
0.161987
1
0
0
metastatic
null
null
dnr after sadm
6
81
20.597656
72
18
36.39844
118.35938
3.599609
null
1.599854
130
7.40918
null
null
null
null
null
<2 mo. follow-up
3.550781
402
58.11899
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
100
40,421
20,993.2344
null
51
white
74
112
0
0
3
0
0
no
null
null
dnr after sadm
2
15
0.899902
40
20
33.09375
245
2.099609
1.399902
2.699707
127
7.40918
null
null
null
null
null
<2 mo. follow-up
2.151367
403
35.25
1
female
0
38
1,607
MOSF w/Malig
ARF/MOSF
1
null
null
0
271,731
130,874.125
null
26.75
white
33.296875
55
0.388977
0.269958
33
0
0
yes
null
null
no dnr
38
60
6.799805
135
33
39
128.875
3
0.199982
5.5
133
7.519531
null
null
null
null
null
null
2.286133
404
66.18994
1
female
0
12
635
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
under $11k
0
53,786
28,395.1875
null
25
white
23.898438
27
0.779907
0.708984
3
1
0
no
null
null
no dnr
12
113
13.099609
110
20
36
232.5
null
null
1.699951
143
7.429688
null
null
null
1
null
no(M2 and SIP pres)
1.1669
405
41.02698
1
male
1
27
27
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
under $11k
37
237,244
115,715.938
null
43
white
41.5
59
0.339966
0.224976
3
0
0
no
0.8
0.7
dnr after sadm
16
57
4
120
18
35.19531
175
null
9.599609
2
141
7.429688
null
null
null
null
null
<2 mo. follow-up
3.186035
406
54.93198
0
male
0
49
1,701
Cirrhosis
COPD/CHF/Cirrhosis
3
12
null
0
null
215,823.25
null
27.75
white
36
46
0.431946
0.230988
3
0
0
no
0.1
0.001
no dnr
49
43
8.5
120
14
38.89844
763.25
null
null
3.799805
145
7.55957
null
null
null
null
null
no(M2 and SIP pres)
2.975586
407
78.58997
1
male
1
8
8
Colon Cancer
Cancer
1
null
null
9
5,871
4,175.8438
null
6.5
black
17.199219
24
0.761963
0.510986
1
0
0
metastatic
null
null
dnr after sadm
1
73
8.699219
90
20
35.59375
null
null
null
1
144
null
null
null
null
null
null
<2 mo. follow-up
3.189941
408
82.21497
1
male
0
37
659
ARF/MOSF w/Sepsis
ARF/MOSF
4
10
$11-$25k
0
135,785
73,608.75
null
22.25
white
22.199219
30
0.744995
0.664917
3
1
0
no
0.5
0.5
no dnr
37
63
9.398438
50
14
36.59375
148
3.099609
0.899902
1.199951
143
7.509766
null
null
null
null
1
adl>=4 (>=5 if sur)
1
409
40.34198
1
male
1
40
40
MOSF w/Malig
ARF/MOSF
1
16
>$50k
26
370,093
183,324.25
null
29.5
white
36.796875
65
0.156982
0.076996
25
0
0
yes
null
null
dnr after sadm
37
57
1.299805
140
16
38.69531
184
null
1.199951
5.799805
139
7.40918
null
null
null
null
0
<2 mo. follow-up
0
410
60.84097
1
male
1
23
23
CHF
COPD/CHF/Cirrhosis
1
16
null
26
173,498
87,509.5625
null
42.666657
white
31.398438
43
0.60791
0.419983
1
0
0
no
0.75
0.75
no dnr
23
63
10.699219
110
18
37.09375
120
2.899902
1.099854
1.599854
136
7.489258
null
null
null
null
null
<2 mo. follow-up
2.709473
411
67.82996
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
242,746
117,194.312
null
46.333313
white
32.796875
54
0.478943
0.360962
6
0
0
yes
null
null
dnr after sadm
5
58
9.599609
85
16
39.79688
65
null
null
5.699219
145
7.279297
null
null
null
null
null
<2 mo. follow-up
2.48584
412
65.41296
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
86,956
41,667.4375
null
49
black
49
99
0.141998
0.066986
4
1
0
no
0.2
0.2
dnr after sadm
5
57
19.699219
110
90
34.5
87.5
null
4.099609
2.5
133
7.299805
null
null
null
null
null
<2 mo. follow-up
2.554688
413
74.297
0
male
0
7
1,690
CHF
COPD/CHF/Cirrhosis
2
18
>$50k
0
19,565
10,881.6172
null
24
white
29.5
53
0.672974
0.501953
1
0
0
no
0.5
0.25
no dnr
7
62
6.5
80
18
37
41
null
null
2.099609
134
7.169922
null
null
null
0
null
no(M2 and SIP pres)
0.4948
414
61.78799
0
female
0
3
1,690
Lung Cancer
Cancer
1
12
null
0
4,226
null
null
12
black
21.597656
23
0.615967
0.300964
1
0
0
metastatic
null
null
no dnr
3
93
8.099609
106
24
37
null
null
0.299988
1.599854
129
null
null
null
null
null
null
no(M2 and SIP pres)
2.503906
415
45.43198
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
2
16
$11-$25k
0
110,902
55,334.2188
null
47.5
hispanic
31.796875
57
0.426941
0.307983
18
0
0
yes
null
null
dnr after sadm
7
63
11.798828
120
32
37.69531
92.21875
2.299805
null
1.699951
136
7.5
null
null
null
null
null
<2 mo. follow-up
2.460449
416
62.45297
0
male
0
43
1,686
CHF
COPD/CHF/Cirrhosis
2
16
>$50k
0
269,517
156,722.375
null
20
white
18.097656
26
0.886963
0.810913
1
0
0
no
0.9
0.8
no dnr
43
63
7.899414
100
20
36.59375
null
null
null
1.399902
134
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
417
70.28094
1
male
0
12
659
Colon Cancer
Cancer
1
null
null
0
25,535
16,605.7656
null
12
white
9.599609
17
0.888916
0.747925
1
0
0
metastatic
null
null
no dnr
12
87
20.597656
76
20
36.59375
null
4.099609
0.799927
1.299805
137
null
null
null
null
null
null
null
2.310547
418
52.28497
0
female
0
29
1,684
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
>$50k
0
303,548
185,368.625
null
18
white
35.796875
73
0.559937
0.447998
10
0
0
no
0.7
0.7
no dnr
29
58
18.398438
170
36
38.29688
173.3125
3.799805
16.296875
1.5
141
7.479492
null
null
null
null
0
no(M2 and SIP pres)
0
419
57.76599
1
male
0
16
654
CHF
COPD/CHF/Cirrhosis
2
null
null
0
30,477
18,391.8281
null
11
black
26.199219
36
0.810913
0.692993
1
1
0
no
1
0.8
no dnr
16
80
11.398438
120
28
36
490.4375
null
3.5
1.299805
136
7.55957
null
null
null
null
null
null
3.303223
420
54.74298
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
3
null
null
44
79,089
41,714.1562
null
22
white
41.296875
55
0.023998
0.006
27
0
0
yes
null
null
dnr after sadm
2
72
0.049995
110
32
37.89844
91.65625
2
null
0.599976
128
7.549805
null
null
null
null
null
<2 mo. follow-up
3.301758
421
54.78198
1
male
0
7
92
Lung Cancer
Cancer
2
null
null
0
7,383
4,346.3086
null
7
black
17.296875
13
0.725952
0.451965
1
1
0
metastatic
null
null
no dnr
7
88
5.899414
114
22
37.39844
null
null
null
null
139
null
null
null
null
0
null
null
0.4948
422
46.69998
1
female
1
3
3
MOSF w/Malig
ARF/MOSF
2
null
null
0
105,684
53,072.8438
null
41
other
66.5
88
0
0
19
0
0
yes
null
null
dnr after sadm
2
28
0.099991
135
35
36.09375
51
null
null
1.5
132
7.319336
null
null
null
null
null
<2 mo. follow-up
1.842773
423
36.59097
1
male
1
9
9
MOSF w/Malig
ARF/MOSF
2
null
null
26
80,565
38,249.9688
null
41.5
white
48.695313
98
0.022999
0.004999
3
0
0
yes
null
null
dnr after sadm
2
58
0.5
140
40
38.89844
95.375
3
1.699951
2.299805
128
7.279297
null
null
null
null
null
<2 mo. follow-up
2.697266
424
83.39496
0
male
0
5
1,682
CHF
COPD/CHF/Cirrhosis
1
13
$11-$25k
0
3,968
2,632.3965
null
9
black
10.599609
27
0.900879
0.833984
1
0
0
no
null
null
no dnr
5
77
5.699219
80
22
37.19531
null
4.099609
0.699951
1.5
141
null
null
null
null
null
0
no(M2 and SIP pres)
0
425
41.29797
1
female
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
37
182,264
94,687.875
null
29.333328
black
36.195313
59
0.414978
0.294983
22
1
0
no
0.8
0.75
dnr after sadm
18
52
25.699219
140
10
39
282.8125
2.599609
0.399963
4.699219
128
7.40918
null
null
null
null
1
<2 mo. follow-up
1
426
90.13794
1
male
0
27
53
MOSF w/Malig
ARF/MOSF
2
24
null
44
124,700
63,788.7812
null
23.5
null
26.199219
61
0.184998
0.096985
26
0
0
metastatic
0
0
dnr before sadm
-5
63
25.199219
65
28
36.5
172.5
2
2.899902
1.799805
138
7.479492
null
null
null
null
null
<2 mo. follow-up
5.729492
427
20.09599
1
female
0
18
365
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
51,152
null
null
16.666656
black
25.5
37
0.910889
0.849976
2
1
0
no
1
0.75
no dnr
18
63
16.5
125
32
39
null
null
null
1.399902
130
null
null
null
null
0
2
no(M2 and SIP pres)
2
428
38.92999
0
male
0
4
1,681
Cirrhosis
COPD/CHF/Cirrhosis
1
14
$25-$50k
0
4,117
2,564.5
null
5
white
23.296875
27
0.849976
0.75293
1
0
0
no
null
null
no dnr
4
96
6.899414
92
22
38.39844
null
2.599609
8.298828
0.799927
129
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
429
39.81897
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
100
79,944
41,072.2812
null
38
white
66
105
0
0
16
0
0
no
null
null
dnr after sadm
3
23
38.09375
135
48
36.39844
130
4.399414
5.699219
3.799805
138
7.199219
null
null
null
null
null
<2 mo. follow-up
3.044434
430
53.09497
1
female
1
6
6
Cirrhosis
COPD/CHF/Cirrhosis
0
null
null
100
47,800
23,203.7656
null
36
white
43.898438
78
0.002
0
3
0
0
no
null
null
dnr after sadm
1
65
22.199219
195
22
40
150
null
34.5
2.299805
137
7.519531
null
null
null
null
null
<2 mo. follow-up
3.597656
431
53.38498
0
female
0
13
1,676
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
under $11k
0
81,459
58,011.0938
null
17
white
32.296875
52
0.694946
0.603882
2
0
0
no
null
null
no dnr
13
73
5.199219
120
12
38.39844
190
3.899902
0.299988
7.399414
128
7.359375
null
null
null
null
null
no(M2 and SIP pres)
2.726563
432
79.81396
1
male
0
22
650
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$25-$50k
37
98,268
50,717.0312
null
28.666656
white
34
53
0.286987
0.176971
3
1
0
no
0.5
0.5
dnr after sadm
7
102
15.898438
135
12
38.5
122
2.899902
2.799805
2.699707
144
7.30957
null
null
null
null
null
adl>=4 (>=5 if sur)
3.371582
433
68.45996
1
female
0
11
136
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
41
26,493
14,291.1875
null
10
black
15.199219
16
0.720947
0.634888
1
0
0
metastatic
0.1
0.001
dnr after sadm
1
100
7.299805
60
22
37.79688
222
null
0.799927
0.699951
138
7.469727
null
null
null
null
null
adl>=4 (>=5 if sur)
3.908203
434
52.52597
1
female
0
8
1,206
CHF
COPD/CHF/Cirrhosis
2
16
$11-$25k
0
20,605
12,221.1406
null
15
black
17.398438
28
0.912964
0.852905
1
0
0
no
0.5
0.3
no dnr
8
63
6
65
20
36.39844
400
4
0.399963
2.699707
136
7.339844
null
null
null
6
3
adl>=4 (>=5 if sur)
3
435
62.50198
1
male
0
4
595
CHF
COPD/CHF/Cirrhosis
4
4
$11-$25k
0
8,761
5,023.8125
null
7
hispanic
17.699219
26
0.889893
0.814941
1
1
0
no
0.9
0.8
no dnr
4
70
9.298828
60
20
36
352.375
null
0.299988
1.5
138
7.449219
null
null
null
null
null
null
2.504395
436
57.02899
1
male
0
27
45
Cirrhosis
COPD/CHF/Cirrhosis
3
17
$11-$25k
26
145,874
74,736.375
null
30
white
27.199219
44
0.462952
0.260986
2
0
0
yes
0.5
0
dnr after sadm
17
67
5.099609
130
25
37
212.5
2.5
8.398438
1.099854
136
7.55957
null
null
null
null
0
<2 mo. follow-up
0
437
61.448
1
male
0
8
608
CHF
COPD/CHF/Cirrhosis
3
3
under $11k
0
13,444
7,088.8398
null
12
black
12.898438
20
0.924927
0.873901
1
0
0
no
0.95
0.8
no dnr
8
117
7
82
28
36.59375
428.5625
3.899902
1.099854
1.199951
139
7.469727
null
null
null
0
0
no(M2 and SIP pres)
0
438
87.76697
1
female
0
28
57
COPD
COPD/CHF/Cirrhosis
1
16
under $11k
37
109,552
53,782.9062
null
25.25
white
31.796875
54
0.243988
0.084991
1
0
0
no
0.5
0.4
dnr after sadm
1
55
23.796875
165
36
37.79688
273.3125
3
null
0.5
143
7.299805
null
null
null
null
null
<2 mo. follow-up
4.458984
439
65.71399
1
male
1
6
6
Coma
Coma
2
null
null
55
45,707
21,547.7344
null
37
white
41.296875
72
0.032997
0.014999
1
0
0
no
0
0
dnr after sadm
5
43
14.898438
80
26
38.89844
174
null
9.898438
7.699219
137
7.449219
null
null
null
null
null
<2 mo. follow-up
2.753418
440
46.97098
0
female
0
4
1,666
COPD
COPD/CHF/Cirrhosis
2
9
under $11k
0
5,975
3,269.1504
null
8
hispanic
13.5
9
0.954956
0.922974
1
0
0
no
null
null
no dnr
4
112
8.199219
72
20
37.59375
238.09375
null
null
0.799927
139
7.419922
null
null
null
2
null
null
1.839
441
62.10797
1
male
0
11
664
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
22,091
13,650.9375
null
11.5
white
13.298828
16
0.921997
0.868896
1
0
0
no
0.5
0.3
no dnr
11
95
5.5
75
22
36
null
3.899902
null
1.299805
138
null
null
null
null
2
5
SIP>=30
5
442
81.99896
1
female
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
41
117,689
53,773.375
null
27
white
25.296875
37
0.481995
0.363953
5
0
0
no
0.75
0.5
dnr after sadm
13
65
31.199219
50
26
36.79688
331.375
3.799805
1.099854
1.899902
133
7.519531
null
null
null
null
null
<2 mo. follow-up
3.946777
443
62.53
1
female
0
16
130
Colon Cancer
Cancer
1
12
null
0
16,862
10,397.3203
null
10.666664
white
12.699219
7
0.870972
0.709961
1
0
0
metastatic
0.85
0.9
no dnr
16
97
5.099609
96
20
37.39844
342.8125
3.799805
0.799927
0.799927
134
7.489258
null
null
null
0
0
no(M2 and SIP pres)
0
444
54.52197
0
female
0
145
1,664
CHF
COPD/CHF/Cirrhosis
2
13
>$50k
0
414,803
null
null
17
white
38.796875
54
0.579956
0.385986
1
0
0
no
0.8
0.5
no dnr
145
37
7.5
90
24
36.29688
122.5
3.399902
1.599854
1.399902
135
7.469727
null
null
null
0
null
no(M2 and SIP pres)
0.4948
445
49.87
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
1
null
null
0
59,913
29,431.5938
null
46
white
47.796875
94
0.084
0.031998
2
0
0
yes
null
null
dnr after sadm
4
57
0.099991
165
28
41.19531
85
2.5
2.099609
1.699951
133
7.30957
null
null
null
null
null
<2 mo. follow-up
2.226563
446
61.69199
1
female
0
25
292
Colon Cancer
Cancer
2
12
$11-$25k
0
75,618
41,915.4688
null
10.5
white
17.199219
32
0.819946
0.610962
1
0
0
metastatic
0.85
0.7
no dnr
25
103
10.398438
106
24
38.19531
null
3.799805
0.299988
2.399902
141
null
null
null
null
6
null
no(M2 and SIP pres)
4.527397
447
39.14899
1
female
0
37
945
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
147,711
null
null
24
black
22.5
31
0.901978
0.835938
1
0
0
no
0.7
0.6
no dnr
37
58
6.199219
105
34
36.69531
null
null
0.799927
0.899902
130
null
null
null
null
5
4
null
4
448
50.45599
1
female
1
9
9
MOSF w/Malig
ARF/MOSF
2
null
null
0
202,111
102,048.125
null
46.5
white
41.5
71
0.136993
0.063995
29
0
0
yes
null
null
dnr after sadm
5
63
0.899902
115
16
38.19531
89.21875
2.799805
4.199219
2.399902
143
7.459961
null
null
null
null
null
<2 mo. follow-up
2.55957
449
50.57599
0
female
0
46
1,657
Cirrhosis
COPD/CHF/Cirrhosis
2
10
null
0
303,934
139,610.125
null
32.5
white
40.898438
74
0.381958
0.185974
1
0
0
no
0.8
0.8
no dnr
46
55
5.299805
75
12
36.19531
443.3125
2.199707
44.398438
5.099609
147
7.229492
null
null
null
null
2
no(M2 and SIP pres)
2
450
68.80798
1
female
0
4
870
CHF
COPD/CHF/Cirrhosis
3
14
under $11k
0
7,354
4,315.8477
null
8
black
20.898438
25
0.839966
0.736938
1
1
0
no
0.95
0.85
no dnr
4
94
5.399414
84
20
36.39844
576
null
null
1.699951
128
7.459961
null
null
null
4
null
SIP>=30
3.183199
451
46.07797
1
male
0
41
313
Cirrhosis
COPD/CHF/Cirrhosis
3
18
>$50k
44
353,422
190,804
null
35.5
white
50
72
0.003
0
2
0
0
metastatic
null
null
no dnr
41
63
3.599609
170
10
35.29688
160
3.599609
51.296875
5
147
7.589844
null
null
null
null
0
no(M2 and SIP pres)
0
452
79.16498
0
female
0
3
1,655
CHF
COPD/CHF/Cirrhosis
2
null
under $11k
0
3,974
2,517.9512
null
8
white
14.099609
21
0.881958
0.802979
1
0
0
no
0.9
0.8
no dnr
3
139
6.199219
76
24
36.39844
466.625
null
null
1
141
7.459961
null
null
null
null
null
null
2.249512
453
81.758
1
female
0
15
36
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
22,800
13,578.2578
null
8.666664
white
20.898438
41
0.792969
0.666992
1
0
0
no
0.6
0.216
no dnr
15
110
11.199219
80
24
36.39844
285.6875
null
0.299988
1.599854
128
7.519531
null
null
null
null
6
<2 mo. follow-up
6
454
76.98798
0
female
0
36
1,655
COPD
COPD/CHF/Cirrhosis
0
16
null
0
113,045
null
null
10.25
white
37.195313
51
0.380981
0.184998
2
0
0
no
0.5
0.3
dnr after sadm
7
48
12.099609
170
28
36.5
155
null
null
0.599976
134
7.40918
null
null
null
null
5
null
5
455
81.66498
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
$11-$25k
41
31,827
16,880.5469
null
22
white
17.398438
19
0.701904
0.611938
3
0
0
no
0.7
0.6
dnr after sadm
2
97
22.097656
100
24
38.39844
225.6875
null
null
1
135
7.449219
null
null
null
null
null
<2 mo. follow-up
3.646484
456
54.26999
0
male
0
13
1,654
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
under $11k
0
44,608
22,993.125
null
15
white
33.296875
46
0.669922
0.573975
2
0
0
no
null
null
no dnr
13
107
7.099609
125
28
36
120.40625
null
1.199951
2.299805
138
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
457
22.825
1
male
1
10
10
MOSF w/Malig
ARF/MOSF
3
null
null
0
254,601
115,477.625
null
49.5
white
53.195313
80
0.004
0
29
0
0
metastatic
null
null
dnr after sadm
10
43
2.899902
145
28
38.69531
146
null
6.5
4.299805
139
7.359375
null
null
null
null
null
<2 mo. follow-up
2.966309
458
58.43698
1
female
0
11
271
Colon Cancer
Cancer
1
20
>$50k
0
14,670
9,659.4062
null
8
white
13.298828
19
0.869995
0.708984
1
0
0
metastatic
0.75
0.25
dnr after sadm
2
65
7.199219
72
12
37
null
3.799805
0.699951
0.699951
135
null
null
null
null
2
null
null
1.839
459
58.28598
1
male
0
10
872
Colon Cancer
Cancer
1
14
>$50k
0
24,073
15,612.7109
null
11
white
3.799805
9
0.937988
0.852905
1
0
0
metastatic
0.95
0.8
no dnr
10
81
11.798828
72
22
38.89844
null
4.399414
0.599976
1
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
460
84.29297
1
female
0
3
1,291
CHF
COPD/CHF/Cirrhosis
3
null
null
0
5,110
3,391.9277
null
14
white
21.597656
22
0.770996
0.634888
1
0
0
no
0.9
0.8
no dnr
3
103
9.398438
130
20
36
423.75
null
null
1.299805
137
7.609375
null
null
null
null
null
null
3.057129
461
47.01999
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
44
56,169
28,008.9219
null
31
white
49.398438
73
0.088989
0.034996
2
0
0
no
0.5
0.4
dnr after sadm
9
28
10
110
26
36.29688
148.3125
null
null
12
149
7.479492
null
null
null
null
null
<2 mo. follow-up
3.171875
462
42.28897
0
female
0
6
1,649
Cirrhosis
COPD/CHF/Cirrhosis
2
15
$11-$25k
0
6,057
3,922.8438
null
5
white
21.796875
38
0.852905
0.756958
1
0
0
no
0.7
0.7
no dnr
6
70
2.599609
72
20
37
null
2.799805
11.898438
0.899902
133
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
463
86.37097
0
male
0
14
1,649
CHF
COPD/CHF/Cirrhosis
3
null
null
0
14,836
9,444.3281
null
6.666664
white
18.296875
32
0.812988
0.696899
1
0
0
no
0.75
0.5
no dnr
14
107
4.299805
80
20
36.79688
null
3.599609
0.699951
2.5
135
null
null
null
null
null
null
null
4.03125
464
72.23499
1
male
0
10
579
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
>$50k
0
23,972
13,201.7969
null
13
white
32.796875
37
0.60498
0.498962
1
1
0
no
0.5
0.2
dnr after sadm
1
95
6.099609
98
26
37.79688
83.32812
3
1.399902
1.899902
157
7.439453
null
null
null
null
6
adl>=4 (>=5 if sur)
6
465
85.35199
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
239,683
122,276.312
null
41.5
white
63.09375
95
0
0
26
0
0
no
0.05
0.000125
dnr before sadm
-1
33
14
120
35
35.89844
170
3.799805
35.695313
2.599609
137
7.5
null
null
null
null
1
<2 mo. follow-up
1
466
49.13898
1
female
0
12
85
Lung Cancer
Cancer
1
12
under $11k
0
17,775
10,275.0859
null
9
black
26.597656
35
0.523926
0.201996
1
0
0
metastatic
0.2
0.05
dnr after sadm
2
55
9.099609
122
28
38.29688
null
null
null
0.699951
129
null
null
null
null
3
5
adl>=4 (>=5 if sur)
5
467
79.04395
1
female
1
15
15
COPD
COPD/CHF/Cirrhosis
3
null
null
0
36,520
16,195.8438
null
11.333328
white
25.898438
51
0.615967
0.429993
1
0
0
yes
0.6
0.4
dnr after sadm
2
120
9.298828
110
26
36.39844
110
3.699707
null
0.899902
139
7.179688
null
null
null
null
null
<2 mo. follow-up
4.448242
468
41.61798
1
male
1
19
19
MOSF w/Malig
ARF/MOSF
2
null
null
37
161,755
71,957.1875
null
30.333328
white
33.09375
59
0.324951
0.210999
1
0
0
yes
0.2
1
dnr after sadm
9
127
3.199707
200
38
36.39844
179
null
2.5
1.199951
149
7.369141
null
null
null
null
null
<2 mo. follow-up
2.968262
469
25.49199
1
female
1
4
4
MOSF w/Malig
ARF/MOSF
2
null
null
26
359,124
168,043.625
null
31
white
42.296875
55
0.061996
0.021
80
0
0
yes
0.2
0.2
dnr after sadm
3
103
2.799805
145
46
39
109.32812
null
3.099609
1.099854
125
7.469727
null
null
null
null
null
<2 mo. follow-up
2.663086
470
50.754
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
100
448,431
236,295.25
null
33
white
43
59
0.009998
0.002
27
0
0
no
0.25
0.25
dnr after sadm
13
42
10.699219
118
12
38.89844
270
3.599609
13.699219
1.699951
131
7.509766
null
null
null
null
null
<2 mo. follow-up
3.865723
471
53.09198
0
female
0
7
1,642
Cirrhosis
COPD/CHF/Cirrhosis
2
12
>$50k
0
13,434
6,912.5508
null
8
white
28.699219
35
0.679932
0.510986
1
0
0
no
0.9
0.9
no dnr
7
66
13.199219
102
20
36.59375
null
2.399902
5.299805
1.199951
124
null
null
null
null
1
0
no(M2 and SIP pres)
0
472
75.80798
1
male
0
26
29
Lung Cancer
Cancer
2
3
>$50k
26
73,798
39,726.125
null
10.5
white
38
78
0.030998
0
3
0
0
metastatic
0.4
0.05
dnr after sadm
12
137
29.199219
160
56
38
146
2.799805
null
1.099854
143
7.469727
null
null
null
null
4
<2 mo. follow-up
4
473
75.99695
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
$11-$25k
0
99,364
46,090.7812
null
53
white
42.898438
81
0.244995
0.141998
3
0
0
no
null
null
dnr after sadm
6
52
23.296875
150
44
37
170
null
3.899902
4.5
134
7.389648
null
null
null
null
0
<2 mo. follow-up
0
474
54.491
0
male
0
6
1,638
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
9,974
5,706.2227
null
10
white
24.5
25
0.750977
0.605957
1
0
0
no
1
1
no dnr
6
95
6.899414
78
18
36.39844
null
2.399902
5.599609
0.899902
125
null
null
null
null
null
null
null
3.331055
475
27.51799
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
2
12
null
37
132,130
64,562.0938
null
46
hispanic
34.09375
81
0.202972
0.109985
20
0
0
yes
0.5
0.5
dnr after sadm
5
76
2.799805
200
56
38.39844
277
null
1.399902
2.699707
136
7.289062
null
null
null
null
0
<2 mo. follow-up
0
476
59.62198
1
male
0
4
274
Lung Cancer
Cancer
2
12
>$50k
0
11,765
5,337.5898
null
10
white
19.898438
15
0.660889
0.358948
1
1
0
metastatic
1
0.5
no dnr
4
96
11.699219
104
20
36.19531
null
null
null
1.199951
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
477
78.12695
1
female
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
100
107,073
49,515.3125
null
34.666657
white
25.5
44
0.242981
0.140991
2
0
1
no
0
0
no dnr
23
60
24.097656
70
44
38.89844
96.65625
2
null
1.099854
141
7.429688
null
null
null
null
7
<2 mo. follow-up
7
478
30.023
0
male
0
17
1,636
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
$25-$50k
0
108,131
52,857.5625
null
24.666656
white
24
16
0.888916
0.848999
2
0
0
no
null
null
no dnr
17
97
4.899414
110
12
38.59375
267.5
3.099609
5.799805
1.099854
141
7.439453
null
null
null
null
null
no(M2 and SIP pres)
2.086914
479
52.70099
1
female
0
4
370
Lung Cancer
Cancer
1
14
$25-$50k
0
6,521
4,240.2422
null
6
white
5.699219
9
0.884888
0.737915
1
0
0
metastatic
0.7
0.15
no dnr
4
80
9.199219
64
20
36.39844
null
4.299805
0.399963
1
140
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
480
52.767
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
0
45,767
22,561.2812
null
16
black
29.699219
47
0.764893
0.689941
1
0
0
no
null
null
no dnr
11
77
17.097656
115
24
38.19531
208.5625
3.399902
4
5.399414
145
7.449219
null
null
null
null
5
<2 mo. follow-up
5
481
50.38199
0
female
0
14
1,629
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
25,748
15,329.3125
null
9.666664
black
18.796875
9
0.906982
0.843994
1
0
0
no
0.75
0.6
no dnr
14
60
null
50
20
36.09375
null
null
null
0.799927
138
null
null
null
null
0
5
adl>=4 (>=5 if sur)
5
482
37.336
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
2
null
null
0
168,270
83,700.5
null
48
other
39.695313
80
0.205994
0.112
23
0
0
yes
0.8
0.8
dnr after sadm
3
57
1.899902
140
14
38.5
231.65625
3.299805
7.5
5.699219
145
7.299805
null
null
null
null
null
<2 mo. follow-up
2.454102
483
65.57697
1
male
0
10
12
CHF
COPD/CHF/Cirrhosis
2
16
null
0
42,780
20,734.2188
null
19.5
white
20.296875
38
0.827881
0.718994
5
0
0
no
null
null
no dnr
10
52
3.799805
70
30
38.29688
251.40625
null
null
1.5
142
7.529297
null
null
null
0
0
<2 mo. follow-up
0
484
42.29398
1
male
1
5
5
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
44
49,389
24,999.875
null
37
white
39.195313
73
0.244995
0.085999
3
0
0
no
0.05
0.000125
dnr after sadm
5
67
23.597656
130
32
36.5
167.5
3.199707
8
2.599609
134
7.529297
null
null
null
null
null
<2 mo. follow-up
3.955078
485
55.31799
1
female
0
12
68
Cirrhosis
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
16,717
9,094.3281
null
7
white
25.398438
24
0.728882
0.575928
1
0
0
no
0.5
0.3
no dnr
12
120
7.5
80
18
37.59375
null
2.5
3.699707
0.599976
121
null
null
null
null
2
null
null
1.839
486
51.89899
1
female
1
4
4
MOSF w/Malig
ARF/MOSF
1
null
null
61
85,777
39,979
null
23
null
35.695313
40
0.026997
0.007
14
0
0
metastatic
null
null
dnr before sadm
-9
40
3.799805
120
34
38.19531
null
null
null
null
138
null
null
null
null
null
null
<2 mo. follow-up
3.771973
487
48.98599
1
male
1
16
16
Cirrhosis
COPD/CHF/Cirrhosis
5
null
null
0
131,400
60,309.4688
null
38
white
29.296875
50
0.644897
0.465942
5
0
0
no
null
null
dnr after sadm
10
60
16.398438
115
36
38
132
2.399902
4.199219
1
138
7.549805
null
null
null
null
null
<2 mo. follow-up
3.510742
488
76.33398
1
male
0
11
93
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
24,988
13,437.4375
null
19
white
14.699219
32
0.882935
0.804932
1
0
0
no
null
null
no dnr
11
60
5.799805
72
20
36.19531
null
4
2.099609
1.5
144
null
null
null
null
0
0
no(M2 and SIP pres)
0
489
24.493
0
male
0
37
1,619
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
149,776
73,399.875
null
28
white
28.898438
41
0.836914
0.780884
5
0
0
no
0.98
0.98
no dnr
37
108
29.796875
140
10
38.69531
394.25
2.299805
7.599609
0.799927
132
7.449219
null
null
null
null
0
SIP>=30
0
490
70.46698
1
female
0
14
717
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$25-$50k
9
57,539
31,008.5938
null
14.333328
other
32.398438
50
0.517944
0.401978
5
0
0
no
0.8
0.7
no dnr
14
135
5.099609
120
26
37.69531
195.90625
null
null
2.299805
128
7.439453
null
null
null
null
null
null
3.690918
491
58.31897
1
male
0
87
98
MOSF w/Malig
ARF/MOSF
1
23
null
26
542,326
null
null
41
white
33.898438
40
0.295959
0.184998
2
0
0
yes
0.4
0.1
dnr before sadm
-1
112
4.299805
205
15
37.69531
52
3.399902
1.899902
0.899902
137
7.279297
null
null
null
null
null
adl>=4 (>=5 if sur)
2.641602
492
80.25494
1
female
1
5
5
Coma
Coma
2
null
null
94
14,297
6,564.4648
null
19
white
23.398438
34
0.118988
0.07399
1
0
0
no
0.1
0.001
dnr after sadm
4
127
13.599609
135
32
38.89844
357.125
null
null
0.599976
138
7.469727
null
null
null
null
null
<2 mo. follow-up
3.553223
493
67.58398
1
male
0
4
482
Lung Cancer
Cancer
3
12
$11-$25k
0
10,819
5,204.7305
null
17
black
17.699219
18
0.687988
0.395996
1
0
0
metastatic
0.6
0.3
no dnr
4
97
12
80
20
35.79688
null
null
null
1.199951
135
null
null
null
null
null
null
no(M2 and SIP pres)
2.794434
494
40.96399
1
male
1
7
7
Cirrhosis
COPD/CHF/Cirrhosis
2
16
$11-$25k
26
93,417
48,108.6875
null
35.5
hispanic
35.296875
55
0.435974
0.234985
6
0
0
no
null
null
dnr after sadm
7
70
2.299805
95
14
36.69531
271.375
3.599609
38.398438
4.699219
136
7.389648
null
null
null
null
null
<2 mo. follow-up
3.133301
495
26.683
0
female
0
19
1,611
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
null
41
109,747
51,558
null
30
other
38.195313
48
0.559937
0.447998
1
0
0
no
0.7
0.6
no dnr
19
118
24.097656
120
10
38
58.32812
2.399902
12.599609
1.399902
136
7.449219
null
null
null
null
0
null
0
496
61.85397
1
female
1
21
21
MOSF w/Malig
ARF/MOSF
2
11
under $11k
9
173,968
93,752.5625
null
23.666656
white
35.296875
78
0.25
0.145996
15
0
0
yes
0.5
0.4
dnr after sadm
20
113
0.049995
180
28
39.69531
352.375
2.099609
2.299805
1.799805
134
7.549805
null
null
null
null
null
<2 mo. follow-up
3.466309
497
77.53595
1
male
1
3
3
Coma
Coma
0
null
null
100
20,078
9,221.7812
null
42
white
48.796875
67
0
0
1
0
0
no
null
null
dnr after sadm
2
40
10.398438
55
10
35.59375
64
3.899902
1.299805
2.299805
138
7.239258
null
null
null
null
null
<2 mo. follow-up
2.995606
498
70.03998
1
female
1
35
35
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
26
444,556
233,671.25
null
19.5
white
23.796875
40
0.555908
0.44397
14
0
0
yes
null
null
no dnr
35
93
10.599609
105
32
39
288
4.099609
3.599609
1.099854
132
7.269531
null
null
null
null
4
<2 mo. follow-up
4
499
66.00098
0
male
0
7
1,608
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
31,463
15,501.3281
null
9
white
15.798828
40
0.896973
0.827881
1
0
0
no
0.6
0.5
no dnr
7
57
8.699219
115
22
36.5
null
4.799805
0.399963
1.599854
135
null
null
null
null
1
0
no(M2 and SIP pres)
0
500
59.995
1
female
0
14
642
COPD
COPD/CHF/Cirrhosis
2
8
null
0
41,479
17,930.9219
null
15.666664
hispanic
19.398438
32
0.861938
0.771973
1
0
0
yes
0.7
0.6
no dnr
14
77
4.199219
95
40
36.19531
266.625
null
0.099991
0.899902
133
7.319336
null
null
null
null
1
no(M2 and SIP pres)
1