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
501
49.91599
1
male
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
26
220,490
101,904.875
null
36
black
26.796875
25
0.515991
0.399963
19
0
0
metastatic
0.1
0.001
dnr after sadm
5
115
15
55
14
36.09375
136.65625
2
1
0.599976
136
7.5
null
null
null
null
null
<2 mo. follow-up
3.306152
502
51.56699
0
female
0
6
1,607
Cirrhosis
COPD/CHF/Cirrhosis
1
null
null
0
1,435,423
3,877.0879
null
11
other
35.296875
63
0.530884
0.33197
1
0
0
no
null
null
no dnr
6
58
10.5
72
24
36
null
2.199707
19.796875
2.099609
126
null
null
null
null
null
null
null
2.439941
503
55.13998
0
female
0
4
1,604
COPD
COPD/CHF/Cirrhosis
5
null
null
0
7,322
3,337.082
null
10
white
15.298828
25
0.931885
0.883911
1
1
0
no
null
null
no dnr
4
71
7.599609
84
20
36.79688
223.78125
null
null
0.699951
136
7.439453
null
null
null
1
5
adl>=4 (>=5 if sur)
5
504
30.69099
1
male
0
19
673
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
44
138,003
66,716.625
null
26
white
25.597656
33
0.733887
0.650879
9
0
0
no
null
null
no dnr
19
110
17.199219
150
45
38.69531
357.5
null
null
0.599976
135
7.479492
null
null
null
null
null
null
2.57959
505
47.34799
1
female
0
6
19
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
37
23,807
11,111.2266
null
24
white
22.796875
26
0.790894
0.7229
1
0
0
no
0.98
0.9
no dnr
6
77
14.298828
100
45
38.09375
196.65625
null
0.599976
0.599976
143
7.469727
null
null
null
null
null
<2 mo. follow-up
3.479492
506
60.23297
1
male
0
9
17
Lung Cancer
Cancer
1
null
null
0
16,410
9,693.4141
null
11
other
18.296875
56
0.69397
0.403992
1
0
0
metastatic
null
null
dnr after sadm
2
79
19.898438
160
16
36.39844
228.5625
4.199219
1.299805
1.799805
134
7.459961
null
null
null
null
null
<2 mo. follow-up
3.338867
507
37.08099
0
male
0
7
1,601
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
7,547
4,304.6484
null
6.5
white
24.097656
24
0.8479
0.75
1
0
0
no
0.95
0.5
no dnr
7
105
7.599609
100
22
38.79688
null
null
6.899414
0.599976
133
null
null
null
null
null
null
null
3.242188
508
63.25
0
male
0
5
1,599
Lung Cancer
Cancer
1
13
$25-$50k
0
15,400
7,650.8516
null
11
asian
5.699219
21
0.872925
0.713989
1
0
0
metastatic
null
null
no dnr
5
87
11.199219
100
30
38
null
4.599609
0.5
0.899902
134
null
null
null
null
null
null
no(M2 and SIP pres)
1.87085
509
51.87698
1
male
0
11
202
Lung Cancer
Cancer
1
16
>$50k
0
22,975
10,616.9688
null
13
white
23.699219
14
0.591919
0.272949
1
0
0
metastatic
null
null
no dnr
11
91
3.899902
100
20
36.59375
285.6875
2.899902
0.299988
0.899902
133
7.519531
null
null
null
0
0
no(M2 and SIP pres)
0
510
69.50299
1
male
0
13
25
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
45,162
22,656.4219
null
18.5
white
30.699219
43
0.62793
0.44397
4
0
0
no
null
null
no dnr
13
53
14.599609
110
20
36.89844
306
null
null
1.699951
127
7.269531
null
null
null
0
null
<2 mo. follow-up
0.4948
511
84.43799
1
male
0
8
31
CHF
COPD/CHF/Cirrhosis
2
null
null
0
25,793
11,553.2656
null
17.5
white
16.699219
35
0.799927
0.677979
1
0
0
yes
0.8
0.2
no dnr
8
60
4.199219
85
38
37.5
246.9375
null
0.299988
1
131
7.589844
null
null
null
null
null
<2 mo. follow-up
3.622559
512
46.60397
1
male
0
6
593
Lung Cancer
Cancer
1
16
>$50k
0
17,707
9,833.4844
null
9
white
19.097656
19
0.708984
0.426941
1
0
0
metastatic
null
null
no dnr
6
60
7.699219
134
22
38.79688
null
null
null
0.899902
135
null
null
null
null
1
2
no(M2 and SIP pres)
2
513
60.07397
1
female
1
4
4
Lung Cancer
Cancer
1
null
null
41
6,149
2,807.7559
null
11
white
31.5
22
0.146973
0.008999
1
0
0
metastatic
0.05
0.000125
dnr after sadm
2
107
10.898438
116
24
36
228
2.899902
null
0.399963
144
7.489258
null
null
null
null
null
<2 mo. follow-up
3.416992
514
62.27197
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
null
0
150,556
75,833.1875
null
38.5
white
32.195313
70
0.584961
0.475952
12
0
0
no
null
null
dnr after sadm
6
68
6.799805
140
36
38
369.5625
3.399902
6.099609
7.299805
132
7.5
null
null
null
null
0
<2 mo. follow-up
0
515
48.353
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
100
565,876
341,404.25
null
59
white
75.1875
97
0
0
54
1
0
no
null
null
dnr after sadm
2
20
49.898438
135
24
36.29688
76
4.399414
24.097656
3.399902
149
7.239258
null
null
null
null
null
<2 mo. follow-up
2.887695
516
78.33795
1
male
1
4
4
Coma
Coma
0
null
null
100
31,356
14,755.6641
null
39
white
38.09375
65
0.001
0
1
0
0
no
null
null
dnr after sadm
4
50
6.599609
150
22
37.5
143.3125
null
null
2.099609
128
7.40918
null
null
null
null
null
<2 mo. follow-up
3.251465
517
58.14099
1
female
0
3
1,241
CHF
COPD/CHF/Cirrhosis
4
null
null
0
4,642
2,539.3711
null
5
white
17.398438
19
0.900879
0.833984
1
1
0
no
null
null
no dnr
3
117
9.099609
105
24
36.5
252.375
null
null
0.899902
140
7.289062
null
null
null
null
null
null
2.500488
518
60.87299
1
female
0
11
449
CHF
COPD/CHF/Cirrhosis
5
12
under $11k
0
29,509
15,321.5625
null
23.5
black
17.898438
20
0.891968
0.819946
1
1
0
no
null
null
no dnr
11
67
9.798828
75
20
36.29688
null
null
1.399902
1.199951
131
null
null
null
null
null
null
no(M2 and SIP pres)
3.648926
519
51.62198
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
1
10
null
44
85,043
42,495
null
47
black
44.398438
111
0.009998
0.002
17
0
0
yes
null
null
no dnr
4
57
0.049995
145
40
40
178
null
2.199707
7.799805
133
7.289062
null
null
null
null
null
<2 mo. follow-up
2.771484
520
48.62399
1
female
0
42
138
MOSF w/Malig
ARF/MOSF
2
16
$11-$25k
0
95,852
null
null
14.75
white
20.5
42
0.72998
0.645996
1
0
0
metastatic
0.5
0.2
dnr after sadm
26
62
8.099609
110
20
37.5
null
2.399902
2
2.099609
141
null
null
null
null
null
6
null
6
521
29.63699
1
male
0
20
30
Coma
Coma
1
12
null
94
168,489
null
null
24.333328
hispanic
22.796875
20
0.458984
0.385986
7
0
0
yes
0.4
0.3
no dnr
20
67
17.398438
40
14
35.89844
230
null
null
0.899902
135
7.509766
null
null
null
null
0
<2 mo. follow-up
0
522
54.146
1
male
0
11
824
Colon Cancer
Cancer
1
16
>$50k
0
44,109
24,268.8281
null
17
white
7
22
0.922974
0.820923
1
0
0
metastatic
0.95
0.75
no dnr
11
117
18.398438
90
14
37
null
5.099609
3
1
133
null
null
null
null
null
null
null
2.172363
523
68.16998
0
female
0
11
1,591
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
0
38,996
19,592.3438
null
13.5
white
22.097656
33
0.700928
0.537964
1
1
0
no
null
null
no dnr
11
97
19.398438
110
22
37
282.8125
1.899902
3.399902
0.799927
137
7.339844
null
null
null
null
null
null
3.621582
524
47.73398
1
male
0
10
806
CHF
COPD/CHF/Cirrhosis
2
15
under $11k
0
30,953
null
null
14.5
black
33.09375
32
0.744995
0.598999
1
0
0
no
0.75
0.7
no dnr
10
43
5.299805
90
22
36
null
3.699707
3.099609
1.199951
126
null
null
null
null
6
null
no(M2 and SIP pres)
4.527397
525
91.84399
1
female
1
4
4
Coma
Coma
0
null
null
100
11,415
5,410.4688
null
7
white
26.097656
49
0.017998
0.007
1
0
0
no
null
null
dnr after sadm
2
73
28.296875
100
36
35.29688
332
2.899902
0.5
1.699951
143
7.549805
null
null
null
null
null
<2 mo. follow-up
4.032227
526
59.39798
1
male
0
6
134
Colon Cancer
Cancer
1
16
$25-$50k
0
8,512
4,250.8945
null
14
white
15.298828
11
0.846924
0.662964
1
0
0
metastatic
0.9
0.4
no dnr
6
71
6.099609
60
22
37.79688
null
3.399902
null
0.899902
139
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
527
49.59598
1
female
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
102,876
null
null
43.5
null
52.796875
85
0.168976
0.084991
2
0
0
no
null
null
dnr after sadm
9
50
15.199219
170
24
39.29688
65.32812
4.199219
24.199219
7.099609
143
7.479492
null
null
null
null
null
<2 mo. follow-up
2.527832
528
51.086
0
female
0
69
1,585
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
$25-$50k
26
480,519
null
null
37.5
hispanic
30.898438
51
0.599976
0.492981
5
0
0
no
null
null
no dnr
69
110
18.699219
130
20
39.19531
270
3.199707
11.5
1.5
150
7.519531
null
null
null
null
1
adl>=4 (>=5 if sur)
1
529
46.22598
0
male
0
46
1,585
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
349,052
null
null
30
hispanic
31.199219
33
0.783936
0.653931
1
1
0
no
0.5
0.5
no dnr
46
61
13.5
145
8
38.39844
155.09375
2.899902
1.399902
1
129
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
530
76.77197
0
male
0
19
1,584
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
92,775
null
null
23
white
22
36
0.755981
0.678955
5
0
0
no
null
null
no dnr
19
70
18.097656
60
20
38.79688
151.65625
2.299805
null
1.099854
133
7.5
null
null
null
null
null
null
2.277344
531
50.59497
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$25-$50k
100
93,265
49,813.9688
null
42
hispanic
53.296875
118
0
0
31
1
0
no
null
null
no dnr
5
37
17.699219
75
40
36.89844
143
1.5
21
3
134
7.079102
null
null
null
null
null
<2 mo. follow-up
4.154297
532
60.56897
0
male
0
13
1,584
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
26
75,752
36,327.7812
null
15
white
17.5
17
0.819946
0.758911
4
0
0
no
0.9
0.9
no dnr
13
60
13.099609
72
10
38.39844
205.4375
null
null
0.699951
135
7.449219
null
null
null
null
null
null
3.694824
533
43.21399
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
2
null
null
26
43,810
18,669.25
null
26
null
30.5
59
0.428955
0.30896
2
0
0
yes
0.1
0.001
dnr after sadm
6
57
7.699219
120
36
39.19531
150
null
null
1.899902
134
7.5
null
null
null
null
null
<2 mo. follow-up
2.734863
534
82.63098
1
male
0
5
30
CHF
COPD/CHF/Cirrhosis
2
16
null
0
7,920
4,590.6367
null
15
white
23
35
0.754883
0.612915
1
0
0
no
null
null
no dnr
5
77
19.398438
70
22
36.39844
null
null
null
2.299805
132
null
null
null
null
null
2
<2 mo. follow-up
2
535
80.23798
1
female
0
9
258
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
44
43,960
22,739.5156
null
25
white
21.5
21
0.643921
0.542969
1
0
0
no
0.6
0.6
no dnr
9
113
15
60
10
37.89844
142.5
null
null
1.099854
136
7.459961
null
null
null
null
2
adl>=4 (>=5 if sur)
2
536
26.023
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
under $11k
44
166,772
82,111.625
null
47
hispanic
52.796875
62
0.026997
0.007
28
0
0
yes
0.3
0.2
dnr after sadm
6
40
3.299805
125
32
36
158
null
null
2.899902
130
7.319336
null
null
null
null
1
<2 mo. follow-up
1
537
22.72699
0
female
0
7
1,579
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
>$50k
0
23,778
10,942.8516
null
12
black
26.398438
28
0.876953
0.833984
3
0
0
no
null
null
no dnr
7
99
6.799805
112
40
38.5
140.8125
null
null
0.799927
134
7.469727
null
null
null
2
0
null
0
538
52.67599
1
male
0
9
544
Lung Cancer
Cancer
1
17
>$50k
0
22,661
12,761.7266
null
14.5
white
20.398438
16
0.666992
0.366943
1
0
0
metastatic
0.95
0.7
no dnr
9
104
37.296875
78
16
37.79688
null
null
null
0.899902
128
null
null
null
null
0
0
no(M2 and SIP pres)
0
539
64.11798
1
female
0
8
183
Lung Cancer
Cancer
3
null
null
0
12,023
5,635.4844
null
8
black
4
26
0.887939
0.745972
1
0
0
metastatic
1
0.5
no dnr
8
109
10.5
78
16
36.39844
null
4.699219
0.699951
1.299805
134
null
null
null
null
null
null
null
2.819336
540
36.211
1
female
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
44
374,053
180,218.625
null
44.666657
black
40.09375
65
0.208984
0.113998
31
0
0
yes
0.5
0.125
no dnr
17
130
7.399414
125
14
37.5
87.5
3.299805
18.597656
2.5
142
7.439453
null
null
null
null
null
<2 mo. follow-up
3.503418
541
29.588
0
male
0
93
1,578
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
$11-$25k
41
563,075
null
null
37.25
black
38.5
54
0.485962
0.367981
3
0
0
no
null
null
no dnr
93
115
1.899902
120
38
35.79688
305
null
3.399902
5.599609
137
7.389648
null
null
null
null
null
adl>=4 (>=5 if sur)
3.710449
542
63.95599
1
male
1
21
21
CHF
COPD/CHF/Cirrhosis
2
9
>$50k
0
68,631
null
null
20
hispanic
26.699219
35
0.777954
0.645996
1
0
0
no
0.8
0.6
dnr after sadm
19
68
8.099609
100
16
36
null
null
2.199707
1.599854
125
null
null
null
null
5
null
<2 mo. follow-up
3.855299
543
70.90997
1
male
1
8
8
CHF
COPD/CHF/Cirrhosis
4
18
null
0
13,400
7,033.3555
null
9
white
14.599609
35
0.896973
0.826904
1
1
1
no
null
null
no dnr
8
93
10.099609
72
20
36
null
4.699219
null
2.5
138
null
null
null
null
0
null
<2 mo. follow-up
0.4948
544
66.63098
1
female
0
10
229
Cirrhosis
COPD/CHF/Cirrhosis
2
10
>$50k
0
14,175
7,477.4492
null
18.5
white
24.199219
33
0.599976
0.409973
1
0
0
yes
0.85
0.6
no dnr
10
80
5.699219
110
22
36
null
3
2.599609
2
140
null
null
null
null
null
null
no(M2 and SIP pres)
3.280762
545
77.17499
1
female
0
9
183
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
0
14,976
7,870.4492
null
7
white
20.597656
25
0.638916
0.458984
2
0
0
no
0.9
0.5
no dnr
9
82
7.799805
72
20
36
null
null
6.299805
1.199951
138
null
null
null
null
null
null
null
3.434082
546
60.54498
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$25-$50k
26
283,844
136,717.875
null
41
hispanic
29.097656
71
0.550903
0.437988
16
1
0
no
0.75
0.75
dnr after sadm
14
107
10.599609
125
35
38.5
202
1.699951
9.298828
1.199951
143
7.389648
null
null
null
null
null
<2 mo. follow-up
2.759277
547
76.56696
1
male
1
29
29
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
26
308,455
null
null
40.25
white
28.699219
66
0.376953
0.258972
11
1
0
yes
0.2
0.1
dnr after sadm
27
108
10.398438
145
32
38.29688
188.5625
1.699951
7.099609
1.199951
136
7.489258
null
null
null
null
null
<2 mo. follow-up
3.448242
548
76.63495
1
male
0
25
59
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
63,938
null
null
14.25
white
31
56
0.625
0.440979
1
0
0
no
0.8
0.5
no dnr
25
47
14.398438
95
30
37.5
184
null
null
1.599854
134
7.459961
null
null
null
0
1
<2 mo. follow-up
1
549
51.20099
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
41,580
19,861.5625
null
29
asian
30
60
0.765991
0.691895
1
1
0
no
0.5
0.2
dnr after sadm
6
68
22.796875
110
24
37.89844
212.5
1.699951
4.299805
3.199707
133
7.349609
null
null
null
null
null
<2 mo. follow-up
2.691406
550
20.24399
1
male
0
9
144
CHF
COPD/CHF/Cirrhosis
2
12
null
0
11,528
6,997.7109
null
8.5
hispanic
21.597656
25
0.938965
0.895996
1
0
0
no
0.8
0.6
no dnr
9
60
8.699219
70
24
36
null
null
null
1.599854
128
null
null
null
null
null
null
no(M2 and SIP pres)
2.849121
551
69.47296
0
female
0
36
1,573
Cirrhosis
COPD/CHF/Cirrhosis
1
12
>$50k
0
151,788
null
null
16
white
30.398438
45
0.483948
0.282959
1
0
0
no
null
null
no dnr
36
71
10.199219
68
20
36.80469
null
2.599609
18.597656
1.599854
126
null
null
null
null
null
0
no(M2 and SIP pres)
0
552
76.76099
1
female
1
8
8
Lung Cancer
Cancer
2
null
null
0
18,406
9,426.6562
null
14
white
21.5
20
0.571899
0.250977
1
1
0
metastatic
null
null
dnr after sadm
5
67
11.398438
92
20
36.39844
368
null
null
0.599976
130
7.429688
null
null
null
null
null
<2 mo. follow-up
3.887207
553
24.56699
0
female
0
66
1,571
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
392,270
null
null
29.75
hispanic
28.296875
55
0.853882
0.803955
3
0
0
no
0.2
0.008
no dnr
66
65
10.199219
130
32
38.5
166.65625
null
0.799927
8.798828
137
7.369141
null
null
null
null
0
adl>=4 (>=5 if sur)
0
554
53.62097
0
female
0
10
1,572
Colon Cancer
Cancer
1
null
null
0
28,094
14,153.4141
null
18
white
15.699219
4
0.851929
0.672974
1
0
0
metastatic
null
null
no dnr
10
80
9.699219
105
22
38.19531
476.1875
null
null
null
140
7.40918
null
null
null
null
null
null
2.598145
555
78.88794
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
1
13
>$50k
44
88,377
44,241.8438
null
26
white
22
37
0.379944
0.260986
5
0
0
metastatic
0
0
dnr after sadm
4
73
7.199219
105
25
38.59375
198
null
null
1.699951
147
7.5
null
null
null
null
2
<2 mo. follow-up
2
556
68.40497
1
female
0
14
330
Lung Cancer
Cancer
1
12
null
0
32,994
16,753.8906
null
15.666664
white
18.296875
32
0.67395
0.375977
1
0
0
metastatic
0.2
0
no dnr
14
62
7.899414
75
30
36.59375
257.125
null
null
1.799805
136
7.459961
null
null
null
0
null
null
0.4948
557
74.94299
1
male
1
45
45
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
61
345,855
174,356.5
null
38
black
21.597656
30
0.55896
0.445984
3
1
0
no
null
null
dnr after sadm
43
107
22.5
105
30
38.09375
300
null
1.099854
1.099854
131
7.519531
null
null
null
null
null
<2 mo. follow-up
3.674316
558
72.98798
1
female
1
4
4
Coma
Coma
1
12
null
100
16,404
8,632.5156
null
22
asian
31.597656
58
0.025997
0.011
1
0
0
no
0.05
0.000125
dnr after sadm
3
45
28.398438
185
36
38.29688
423.3125
3.399902
0.599976
1
141
7.469727
null
null
null
null
null
<2 mo. follow-up
3.219727
559
50.28897
1
female
0
4
67
Colon Cancer
Cancer
1
null
null
0
6,673
3,496.5977
null
10
white
13.599609
16
0.87793
0.723999
1
0
0
metastatic
null
null
no dnr
4
83
9.398438
84
20
38
null
null
0.599976
1.399902
136
null
null
null
null
null
null
null
1.871582
560
87.48297
1
female
0
4
636
CHF
COPD/CHF/Cirrhosis
2
null
null
0
4,969
2,898.3867
null
5
white
17.5
18
0.81897
0.705933
1
0
0
no
null
null
dnr after sadm
1
83
13.398438
60
18
36.79688
null
null
null
1
134
null
null
null
null
null
null
null
2.849121
561
25.95799
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
>$50k
0
73,645
34,122.2188
null
24
white
52
76
0.186981
0.097992
11
0
0
yes
0.05
0.000125
dnr after sadm
4
123
2.199707
115
32
35.29688
56
null
10.199219
1.599854
129
7.449219
null
null
null
null
null
<2 mo. follow-up
2.412598
562
78.88794
0
female
0
48
1,560
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
null
0
198,860
null
null
22.75
white
29.5
28
0.566895
0.454956
8
0
0
no
null
null
no dnr
48
55
19.398438
90
14
38.79688
160
2.699707
null
0.5
128
7.5
null
null
null
null
null
no(M2 and SIP pres)
2.538086
563
52.30099
1
male
0
4
161
Colon Cancer
Cancer
1
null
null
0
4,510
2,831.8672
null
9
null
4
15
0.940918
0.858887
1
0
0
metastatic
null
null
no dnr
4
87
7.699219
62
20
36.19531
null
4.699219
0.5
1
134
null
null
null
null
null
null
null
1.562012
564
49.08698
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
null
37
176,752
82,695.1875
null
30.333328
white
51.5
106
0.030998
0.007999
18
0
0
no
0.1
0.001
dnr after sadm
2
48
37.59375
145
28
38.29688
118
4.799805
19.296875
4.699219
142
7.389648
null
null
null
null
null
<2 mo. follow-up
3.022461
565
54.48599
0
female
0
11
1,558
Colon Cancer
Cancer
1
15
null
0
37,609
18,547.4219
null
26.5
white
23.597656
32
0.734985
0.465942
1
0
0
metastatic
0.99
0.95
no dnr
11
73
12.798828
120
30
37
388.5625
4
1
1.099854
133
7.329102
null
null
null
0
null
no(M2 and SIP pres)
0.4948
566
32.70599
1
female
1
103
103
ARF/MOSF w/Sepsis
ARF/MOSF
0
21
null
55
1,233,213
null
null
45
white
34
52
0.564941
0.453979
1
0
0
no
null
null
no dnr
103
122
7.299805
105
15
36.19531
192.5
4
9.5
3.799805
149
7.449219
null
null
null
null
3
null
3
567
40.46799
1
female
0
46
265
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
>$50k
26
289,233
null
null
36.75
white
37.195313
39
0.480957
0.362976
8
0
0
no
0.5
0.5
no dnr
46
42
12.898438
125
34
38.29688
155
2.899902
0.599976
0.799927
135
7.509766
null
null
null
null
1
no(M2 and SIP pres)
1
568
76.47095
1
male
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
26
203,430
96,371.6875
null
44.666657
asian
39.898438
68
0.156982
0.076996
9
1
0
no
0.5
0.1
dnr after sadm
9
67
14.398438
145
10
39
98.32812
2.199707
15.298828
1.5
153
7.489258
null
null
null
null
null
<2 mo. follow-up
3.045898
569
64.20496
1
female
1
14
14
Cirrhosis
COPD/CHF/Cirrhosis
3
12
>$50k
55
103,876
48,555.0938
null
30
hispanic
34.796875
60
0.141998
0.032997
1
0
0
no
0.2
0.75
dnr after sadm
13
52
17.597656
110
38
36
165
2.399902
2.699707
1.399902
135
7.459961
null
null
null
null
1
<2 mo. follow-up
1
570
56.07397
0
female
0
25
1,552
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
26
131,009
60,624
null
21.75
white
45.695313
68
0.123993
0.054993
14
0
0
no
null
null
no dnr
25
40
8.599609
150
42
36.39844
166
3.299805
5.699219
1.5
149
7.399414
null
null
null
null
4
SIP>=30
4
571
73.01794
0
female
0
21
1,551
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$25-$50k
0
57,560
28,266.1094
null
16.666656
hispanic
24.199219
17
0.775879
0.703979
1
0
0
no
0.95
0.95
no dnr
21
73
13.298828
65
16
38.39844
390
null
null
1
120
7.439453
null
null
null
null
1
no(M2 and SIP pres)
1
572
75.50195
0
female
0
13
1,551
Colon Cancer
Cancer
1
12
$11-$25k
0
14,005
7,870.8984
null
9
white
15.699219
15
0.814941
0.602905
1
0
0
metastatic
1
1
no dnr
13
104
12.898438
70
22
36.39844
null
null
0.799927
1
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
573
66.77594
0
female
0
12
1,551
Colon Cancer
Cancer
1
null
null
26
46,753
22,527.5625
null
14
white
5.799805
25
0.885986
0.741943
1
0
0
metastatic
null
null
no dnr
12
73
15.298828
105
10
38
223.3125
2.199707
0.199982
0.699951
136
7.40918
null
null
null
null
null
null
2.353027
574
52.30698
0
male
0
8
1,548
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
26
54,390
26,411.8438
null
15.5
black
26.398438
42
0.696899
0.605957
5
0
0
no
0.5
0.5
no dnr
8
113
14.398438
105
37
38.29688
245.6875
2.399902
6
1.299805
132
7.459961
null
null
null
null
0
no(M2 and SIP pres)
0
575
50.17099
0
female
0
6
1,545
Lung Cancer
Cancer
1
12
>$50k
0
13,399
7,692.7422
null
12
white
19.699219
15
0.688965
0.397949
1
0
0
metastatic
null
null
no dnr
6
84
null
108
30
36.19531
null
null
null
null
140
null
null
null
null
0
null
null
0.4948
576
47.18997
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
160,900
86,296.3125
null
43
other
39.398438
68
0.546997
0.432983
3
0
0
no
null
null
no dnr
7
60
26.097656
140
39
37
154.28125
null
7.899414
2.199707
148
7.429688
null
null
null
null
null
<2 mo. follow-up
2.745606
577
55.25497
1
female
1
7
7
Lung Cancer
Cancer
1
null
null
37
13,593
6,582.4961
null
14
black
20.5
25
0.491943
0.171997
1
0
0
metastatic
0
0
dnr after sadm
4
63
9.798828
120
28
38
null
null
0.899902
0.699951
142
null
null
null
null
null
null
<2 mo. follow-up
4.005859
578
59.36798
0
male
0
7
1,545
CHF
COPD/CHF/Cirrhosis
2
12
>$50k
0
15,494
7,495.375
null
15
white
22.296875
35
0.852905
0.757935
1
0
0
no
null
null
no dnr
7
62
5.899414
145
24
36.5
440
null
0.699951
1.299805
131
7.549805
null
null
null
null
5
null
5
579
63.22498
1
male
0
13
95
Colon Cancer
Cancer
1
null
null
0
34,247
17,673.3125
null
25
null
7.299805
12
0.91394
0.799927
1
0
0
metastatic
0.9
0.6
no dnr
13
87
10
105
22
38
null
4.399414
0.399963
1
132
null
null
null
null
null
null
null
2.176758
580
54.69699
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
1
18
>$50k
26
168,940
85,338.75
null
29
white
49.5
67
0.003
0
56
0
0
yes
0.05
0.000125
dnr after sadm
4
82
0.599976
115
34
36.5
171.40625
4.199219
26.699219
7.299805
151
7.419922
null
null
null
null
null
<2 mo. follow-up
2.468262
581
75.66095
0
male
0
6
1,542
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
16,067
8,125.9375
null
25
white
23
42
0.785889
0.656982
1
0
0
no
0.95
0.5
no dnr
6
55
9.898438
70
22
36.69531
null
3.599609
1
2.599609
135
null
null
null
null
null
null
no(M2 and SIP pres)
2.421875
582
65.09198
1
female
0
17
203
Colon Cancer
Cancer
1
12
>$50k
26
56,695
29,327
null
21
white
8.398438
23
0.863892
0.696899
1
0
0
metastatic
0.95
0.8
no dnr
17
120
6.799805
100
28
37.5
182
4.399414
0.299988
1
139
7.359375
null
null
null
null
0
adl>=4 (>=5 if sur)
0
583
60.55298
1
male
0
5
297
Lung Cancer
Cancer
1
null
null
0
5,619
3,247.3672
null
10
white
3.599609
11
0.894897
0.758911
1
0
0
metastatic
null
null
no dnr
5
83
4.5
78
20
36.89844
null
4.299805
0.299988
1.099854
139
null
null
null
null
null
null
null
1.7854
584
30.015
1
male
0
99
635
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
55
871,855
null
null
27.75
white
35.09375
64
0.431946
0.311951
23
0
0
no
null
null
no dnr
99
58
11.298828
120
6
38.39844
290
3.699707
16.699219
5.399414
141
7.419922
null
null
null
null
0
adl>=4 (>=5 if sur)
0
585
35.92899
1
male
1
20
20
Colon Cancer
Cancer
1
null
null
0
39,582
21,738.4375
null
7.666664
white
16.097656
26
0.872925
0.714966
1
0
0
metastatic
0.5
0.05
dnr after sadm
16
85
5.099609
64
10
36.19531
null
4.099609
null
1.799805
131
null
null
null
null
null
null
<2 mo. follow-up
2.546875
586
54.84998
1
female
0
4
95
Lung Cancer
Cancer
1
16
$11-$25k
26
3,278
2,616.9863
null
4
black
16.097656
13
0.656982
0.352966
1
0
0
metastatic
null
null
dnr after sadm
1
100
7.899414
80
18
36
null
null
null
0.799927
136
null
null
null
null
3
1
SIP>=30
1
587
90.32196
1
female
0
27
50
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
26
106,419
50,455.5938
null
18
white
20.597656
30
0.643921
0.542969
3
0
1
no
0.2
0.15
dnr after sadm
7
68
11.099609
45
12
37
237.5
null
null
1
133
7.459961
null
null
null
null
7
<2 mo. follow-up
7
588
84.33899
1
female
1
24
24
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
271,224
129,202.75
null
23
white
30.898438
50
0.312988
0.199982
45
0
0
no
0.3
0.1
dnr after sadm
18
110
12.798828
70
16
35.89844
134.6875
null
null
5
134
7.5
null
null
null
null
null
<2 mo. follow-up
3.480469
589
57.23999
0
male
0
50
1,525
Cirrhosis
COPD/CHF/Cirrhosis
4
19
>$50k
44
410,745
212,786.5
null
41
white
38.5
64
0.161987
0.042
1
0
0
no
0.6
0.6
no dnr
50
57
2.799805
110
9
34
257.125
3
7
2.699707
150
7.459961
null
null
null
null
null
no(M2 and SIP pres)
3.99707
590
38.80399
0
female
0
22
1,524
CHF
COPD/CHF/Cirrhosis
3
14
$25-$50k
0
133,255
76,584.625
null
26.666656
white
24.296875
33
0.824951
0.715942
1
0
0
metastatic
null
null
no dnr
22
60
6.899414
120
16
36.09375
null
3.399902
0.299988
2.199707
137
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
591
72.46497
1
female
0
5
54
Lung Cancer
Cancer
2
null
null
0
5,552
3,448.8789
null
10
black
17.398438
12
0.680908
0.385986
1
1
0
metastatic
null
null
no dnr
5
83
13
74
20
36.19531
null
null
null
0.799927
135
null
null
null
null
null
null
<2 mo. follow-up
2.616699
592
92.60199
1
female
0
16
54
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$25-$50k
44
50,810
24,484.25
null
18.333328
white
23.699219
33
0.511963
0.395996
1
0
0
no
0.7
0.6
no dnr
16
120
22.296875
115
24
36
388.5625
2.199707
0.899902
1.599854
141
7.429688
null
null
null
null
2
<2 mo. follow-up
2
593
59.69299
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
null
null
44
71,936
35,045.9688
null
22
white
36.398438
45
0.042999
0.012999
15
0
0
metastatic
0.1
0.001
dnr after sadm
2
73
4.299805
128
8
38.39844
95
null
null
1.699951
155
7.369141
null
null
null
null
null
<2 mo. follow-up
3.4375
594
52.767
1
male
0
12
217
Cirrhosis
COPD/CHF/Cirrhosis
1
12
>$50k
0
43,499
20,655.6406
null
12.5
white
21.398438
30
0.809937
0.691895
1
0
0
no
0.6
0.7
no dnr
12
77
2.699707
64
22
36.79688
null
2.699707
5
0.899902
130
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
595
54.97098
0
female
0
5
1,515
COPD
COPD/CHF/Cirrhosis
3
8
>$50k
0
4,936
3,261.3223
null
9
black
15.5
15
0.930908
0.882935
1
1
0
no
null
null
no dnr
5
93
10.398438
88
24
36.39844
272
null
0.299988
1.099854
135
7.389648
null
null
null
0
null
no(M2 and SIP pres)
0.4948
596
62.35699
0
male
0
26
1,514
Coma
Coma
0
null
null
44
58,097
34,727.1562
null
10.25
null
20.5
30
0.609985
0.546997
1
0
0
no
null
null
no dnr
26
130
12.199219
110
30
37
260
null
0.5
0.899902
146
7.579102
null
null
null
null
null
null
2.039063
597
82.01196
1
female
0
18
27
COPD
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
45,384
20,617.7188
null
12
white
28.398438
59
0.594971
0.403992
1
0
0
no
null
null
no dnr
18
63
19.398438
110
32
36.29688
160.6875
3.899902
0.199982
2
153
7.369141
null
null
null
null
2
<2 mo. follow-up
2
598
53.46997
1
female
0
11
465
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
23,440
11,864.6953
null
8.5
white
23.796875
34
0.85498
0.759888
1
0
0
no
0.5
0.2
no dnr
11
77
11.699219
50
26
36.89844
360
null
0.399963
2.5
140
7.439453
null
null
null
2
3
no(M2 and SIP pres)
3
599
21.092
1
male
1
6
6
Coma
Coma
0
12
>$50k
89
91,295
43,409.4062
null
36
white
31.597656
51
0.370972
0.296997
16
0
0
no
0.05
0.000125
dnr after sadm
3
57
26.699219
130
14
38.89844
463.3125
null
12.5
1.099854
150
7.429688
null
null
null
null
null
<2 mo. follow-up
2.537598
600
19.866
1
female
0
22
145
CHF
COPD/CHF/Cirrhosis
1
11
null
0
120,028
62,699.75
null
22.666656
black
37.195313
41
0.80188
0.679932
1
0
0
no
null
null
no dnr
22
47
11.599609
120
28
38
null
3.199707
3.299805
0.799927
128
null
null
null
null
0
0
no(M2 and SIP pres)
0