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
601
52.10999
0
female
0
40
1,512
ARF/MOSF w/Sepsis
ARF/MOSF
1
21
null
44
546,390
275,272.75
null
24.25
white
36.195313
61
0.292969
0.181976
35
0
0
no
0.9
0.8
no dnr
40
68
31.699219
110
42
36.39844
135.53125
2.5
5.399414
1.5
132
7.40918
null
null
null
null
3
adl>=4 (>=5 if sur)
3
602
69.66498
1
male
0
4
334
Lung Cancer
Cancer
2
6
under $11k
0
9,574
4,297.7344
null
10
black
5.599609
20
0.866943
0.701904
1
0
0
metastatic
null
null
no dnr
4
109
12.5
70
20
36.39844
null
4.399414
0.199982
1.199951
136
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
603
66.409
0
female
0
11
1,511
CHF
COPD/CHF/Cirrhosis
2
14
>$50k
0
43,722
21,538.375
null
17
white
22.699219
20
0.825928
0.716919
1
0
0
no
0.8
0.6
no dnr
11
66
7.399414
75
20
36.19531
null
2.599609
1.299805
1
131
null
null
null
null
5
4
no(M2 and SIP pres)
4
604
39.84698
1
female
0
17
140
MOSF w/Malig
ARF/MOSF
1
12
null
0
47,588
22,880.9062
null
19
white
39.296875
24
0.20697
0.112991
3
0
0
metastatic
0.25
0.0156
no dnr
17
71
6.199219
120
22
36.39844
null
null
null
0.299988
111
null
null
null
null
null
null
no(M2 and SIP pres)
3.707031
605
66.14099
1
male
1
8
8
COPD
COPD/CHF/Cirrhosis
3
16
>$50k
0
21,075
9,588.3594
null
11
white
22.398438
38
0.831909
0.724976
1
1
0
no
0.8
0.7
dnr after sadm
1
108
14.099609
132
32
36.59375
247.8125
null
null
1
137
7.289062
null
null
null
null
null
<2 mo. follow-up
4.05957
606
53.24597
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
26
231,587
112,461.688
null
45
white
39.695313
76
0.287964
0.177979
18
0
0
no
0.4
0.1
dnr after sadm
18
57
24.296875
150
37
36
283.625
null
15.599609
2.299805
142
7.40918
null
null
null
null
5
<2 mo. follow-up
5
607
69.94098
1
male
0
4
352
CHF
COPD/CHF/Cirrhosis
3
18
>$50k
0
5,631
3,324.5644
null
7
white
21.898438
34
0.823975
0.713989
1
0
0
no
0.95
0.9
no dnr
4
60
8
130
24
35.59375
323.75
null
null
1.199951
138
7.539062
null
null
null
0
0
no(M2 and SIP pres)
0
608
20.69299
0
male
0
11
1,498
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
0
125,185
74,128.1875
null
16.5
white
28.699219
47
0.845947
0.792969
6
0
0
no
0.99
0.98
no dnr
11
120
16.898438
145
15
36.59375
187.75
null
0.599976
8.898438
134
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
609
48.78598
0
female
0
16
1,495
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
26
96,189
48,407.3438
null
20
white
24.097656
44
0.770996
0.696899
3
1
0
no
null
null
no dnr
16
127
22.796875
170
32
38.29688
328
null
null
1.299805
153
7.359375
null
null
null
null
null
null
3.588379
610
35.047
1
male
1
6
6
MOSF w/Malig
ARF/MOSF
1
null
null
0
155,711
74,268
null
38
other
37
66
0.28894
0.178986
21
0
0
yes
null
null
dnr after sadm
6
65
16.398438
125
40
36.89844
237.5
3.099609
17.398438
2.599609
139
7.339844
null
null
null
null
null
<2 mo. follow-up
2.303223
611
72.01398
0
male
0
46
1,495
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
173,394
89,319.3125
null
17
white
27.296875
40
0.647949
0.547974
12
0
0
no
0.8
0.7
no dnr
46
110
23.296875
85
40
37.89844
140.8125
null
null
1.899902
133
7.55957
null
null
null
0
0
adl>=4 (>=5 if sur)
0
612
42.823
1
female
1
74
74
MOSF w/Malig
ARF/MOSF
1
15
null
26
393,995
182,175.25
null
35.75
white
38
56
0.122986
0.054993
3
0
0
metastatic
0.5
0.35
no dnr
74
67
3.299805
130
50
39.59375
116.65625
2.5
null
1.5
149
7.329102
null
null
null
null
1
Coma or Intub
1
613
63.84097
1
female
0
9
380
Colon Cancer
Cancer
1
14
$25-$50k
0
13,525
7,102.8125
null
11
white
17.5
18
0.81189
0.596924
1
0
0
metastatic
null
null
no dnr
9
77
14.398438
100
20
38.19531
null
null
0.399963
0.899902
132
null
null
null
null
null
null
null
2.662598
614
62.59497
1
female
0
15
107
Cirrhosis
COPD/CHF/Cirrhosis
1
12
$11-$25k
26
30,117
16,954.0781
null
11
white
17.097656
24
0.747925
0.602905
1
0
0
no
0.9
0.5
no dnr
15
82
7.5
78
20
37.79688
457.125
2
4.399414
1
132
7.519531
null
null
null
0
1
adl>=4 (>=5 if sur)
1
615
70.823
1
female
0
20
26
CHF
COPD/CHF/Cirrhosis
3
14
under $11k
0
51,017
26,579.4688
null
16.666656
white
19.097656
32
0.85498
0.759888
1
1
0
no
null
null
no dnr
20
75
6.899414
70
20
36
null
null
null
2
141
null
null
null
null
0
null
<2 mo. follow-up
0.4948
616
60.758
1
female
0
11
212
Colon Cancer
Cancer
1
10
$25-$50k
0
24,158
12,792.6641
null
16
white
15.199219
16
0.846924
0.662964
1
0
0
metastatic
null
null
no dnr
11
117
11.099609
115
16
36.5
null
3.899902
0.699951
1
142
null
null
null
null
null
null
null
2.566406
617
76.03296
1
male
0
8
524
Colon Cancer
Cancer
0
17
$25-$50k
0
14,594
7,638.6875
null
12
white
17.5
21
0.78894
0.555908
1
0
0
metastatic
null
null
no dnr
8
110
13.398438
104
24
38.59375
null
null
null
1.199951
136
null
null
null
null
null
0
no(M2 and SIP pres)
0
618
62.42599
1
male
0
4
835
Lung Cancer
Cancer
1
null
null
0
9,366
3,919.8184
null
10
white
15.5
9
0.741943
0.47699
1
0
0
metastatic
null
null
no dnr
4
83
12.798828
78
20
36.39844
null
null
null
1
138
null
null
null
null
null
0
no(M2 and SIP pres)
0
619
58.58197
1
male
0
8
168
Cirrhosis
COPD/CHF/Cirrhosis
3
8
$11-$25k
0
44,079
24,343.4219
null
12
black
14.099609
23
0.828979
0.720947
11
0
0
no
null
null
no dnr
8
67
8.398438
76
20
37.89844
null
null
null
1.5
136
null
null
null
null
null
null
no(M2 and SIP pres)
3.112793
620
38.155
1
male
0
21
1,050
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
under $11k
100
143,906
70,408.9375
null
27
white
29.898438
39
0.316956
0.202972
10
1
0
no
0.5
0.5
no dnr
21
73
13.199219
60
10
36.59375
142
2.5
0.599976
6.5
131
7.379883
null
null
null
null
1
no(M2 and SIP pres)
1
621
79.97797
1
female
1
37
37
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
null
26
214,894
94,687
null
34.75
white
38.695313
61
0.209991
0.11499
3
0
0
no
null
null
no dnr
37
64
25.5
111
40
36.5
105
null
0.799927
2.399902
129
7.369141
null
null
null
null
0
<2 mo. follow-up
0
622
72.71497
0
female
0
17
1,490
CHF
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
76,132
37,674.5625
null
10.666664
black
19.296875
31
0.845947
0.746948
1
0
0
no
null
null
no dnr
17
105
7.5
110
26
36.5
null
null
null
1
138
null
null
null
null
0
0
adl>=4 (>=5 if sur)
0
623
65.53894
0
female
0
6
1,490
Lung Cancer
Cancer
2
14
$25-$50k
0
7,769
3,896.7402
null
10
white
15.798828
12
0.730957
0.459961
1
0
0
metastatic
null
null
no dnr
6
125
9.599609
88
22
36.39844
null
null
null
0.799927
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
624
50.439
1
male
0
8
178
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
16,863
8,925.1484
null
10.5
black
32.195313
48
0.72998
0.645996
1
1
0
no
0.8
0.7
dnr after sadm
3
82
2.099609
60
26
36
366.625
null
1.299805
9.099609
130
7.489258
null
null
null
1
null
null
1.1669
625
61.02698
0
male
0
10
1,488
Colon Cancer
Cancer
1
13
null
0
31,943
16,502.6094
null
16.5
white
11.099609
38
0.886963
0.743896
1
0
0
metastatic
0.95
0.75
no dnr
10
100
10.199219
128
28
38.19531
null
3.799805
2.299805
1.199951
140
null
null
null
null
null
2
no(M2 and SIP pres)
2
626
66.37097
0
male
0
15
1,486
CHF
COPD/CHF/Cirrhosis
0
12
$25-$50k
0
50,099
25,124.25
null
14.666664
white
26.5
42
0.753906
0.610962
2
0
0
no
null
null
no dnr
15
57
11.599609
115
24
36.59375
null
null
null
1.599854
130
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
627
54.08899
1
female
1
9
9
Lung Cancer
Cancer
1
12
$11-$25k
0
23,806
10,995.6953
null
10
white
30.5
35
0.393982
0.099991
1
0
0
metastatic
null
null
dnr after sadm
4
87
27.597656
128
30
36.19531
136.65625
null
null
0.799927
138
7.479492
null
null
null
null
0
<2 mo. follow-up
0
628
75.26398
1
female
0
38
118
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
null
0
444,915
211,648.875
null
20.5
white
24.898438
41
0.660889
0.562988
56
0
0
no
0.5
0.3
no dnr
38
63
12.5
115
40
36.59375
195
3.299805
null
1.099854
142
7.269531
null
null
null
null
1
adl>=4 (>=5 if sur)
1
629
31.72099
1
male
0
10
505
MOSF w/Malig
ARF/MOSF
2
20
null
26
58,405
28,456.5938
null
18.5
white
24.699219
31
0.487
0.368958
5
0
0
metastatic
null
null
no dnr
10
73
7.5
110
28
36.29688
149.0625
2.799805
0.899902
1
134
7.449219
null
null
null
null
0
null
0
630
80.01099
1
male
0
12
45
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$25-$50k
44
50,808
23,158.7031
null
25.5
white
19.296875
27
0.671997
0.576904
2
0
0
no
0.25
0.1
dnr after sadm
1
63
15.298828
100
28
38
277.75
null
null
1.099854
148
7.519531
null
null
null
null
null
<2 mo. follow-up
3.078613
631
83.59497
0
male
0
13
1,484
ARF/MOSF w/Sepsis
ARF/MOSF
1
19
>$50k
0
81,350
38,778.9062
null
21
white
25.5
38
0.661987
0.563965
4
1
0
no
null
null
no dnr
13
110
14.699219
130
28
37
195.90625
null
null
1
133
7.489258
null
null
null
0
0
null
0
632
43.64697
1
female
0
59
234
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
>$50k
26
528,848
276,147.5
null
30.25
white
29.199219
38
0.634888
0.532959
31
0
0
no
null
null
no dnr
59
110
18.699219
110
8
36.69531
390
2.399902
0.699951
2.5
127
7.399414
null
null
null
null
null
adl>=4 (>=5 if sur)
2.742188
633
38.12198
1
female
0
6
956
Lung Cancer
Cancer
1
null
null
0
8,624
5,387.1914
null
7
white
12.599609
11
0.828979
0.628906
1
0
0
metastatic
null
null
no dnr
6
76
4.699219
82
20
37.19531
null
null
0.299988
0.899902
138
null
null
null
null
null
null
null
2.130371
634
79.07495
0
female
0
15
1,482
CHF
COPD/CHF/Cirrhosis
1
7
null
0
24,141
13,296.5859
null
5
white
19
27
0.828979
0.720947
1
0
0
no
null
null
no dnr
15
97
5.799805
76
20
36.79688
null
null
null
2.699707
139
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
635
84.91199
1
male
1
16
16
Cirrhosis
COPD/CHF/Cirrhosis
2
16
>$50k
9
30,383
15,251.25
null
10.333328
white
22.699219
30
0.495972
0.294983
1
0
0
no
0.5
0.3
dnr after sadm
10
83
9.199219
72
20
36
null
2.5
null
2.099609
129
null
null
null
null
2
1
<2 mo. follow-up
1
636
74.64795
1
male
1
6
6
Coma
Coma
1
8
under $11k
94
34,042
17,106.8125
null
42
white
28.199219
27
0.068985
0.037994
1
0
0
no
0.01
0.000001
dnr after sadm
3
43
33.195313
70
12
38
205.6875
3
null
1
135
7.469727
null
null
null
null
2
<2 mo. follow-up
2
637
56.271
0
male
0
6
1,481
Lung Cancer
Cancer
1
16
null
0
15,227
8,136.6094
null
13
white
17.597656
13
0.716919
0.437988
1
0
0
metastatic
null
null
no dnr
6
75
11.199219
104
22
38.19531
426.0625
null
null
0.899902
134
7.369141
null
null
null
null
null
no(M2 and SIP pres)
2.373535
638
75.23096
1
male
0
12
992
CHF
COPD/CHF/Cirrhosis
1
20
$25-$50k
0
29,545
15,882.1641
null
17
white
19.097656
34
0.840942
0.738892
1
0
0
no
null
null
no dnr
12
68
6.599609
70
24
36.69531
null
null
null
2.299805
135
null
null
null
null
0
0
no(M2 and SIP pres)
0
639
40.53098
0
female
0
11
1,481
Colon Cancer
Cancer
2
11
>$50k
0
26,039
13,825.3984
null
12.5
hispanic
3.5
5
0.949951
0.880981
1
0
0
metastatic
0.98
0.95
no dnr
11
97
4.299805
70
14
37.89844
null
4.399414
1.199951
0.799927
140
null
null
null
null
null
null
no(M2 and SIP pres)
2.20459
640
74.40094
1
male
1
4
4
CHF
COPD/CHF/Cirrhosis
4
15
>$50k
41
22,733
11,903.5234
null
32
white
24.597656
49
0.618896
0.432983
1
1
0
no
null
null
dnr after sadm
2
57
19.398438
50
26
38.19531
436.6875
null
0.799927
2.199707
139
7.439453
null
null
null
null
null
<2 mo. follow-up
3.560059
641
77.67596
1
female
0
12
59
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$11-$25k
0
null
null
null
23
black
20.398438
23
0.699951
0.609985
2
0
0
metastatic
null
null
no dnr
12
85
11.398438
110
20
36.89844
260
2.5
null
1.199951
134
7.449219
null
null
null
null
2
<2 mo. follow-up
2
642
68.24597
0
male
0
25
1,478
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
162,892
85,360.375
null
19.25
asian
40.296875
61
0.29895
0.186981
21
1
0
no
null
null
no dnr
25
117
17.898438
35
20
36
93.875
null
1.299805
4.899414
131
7.529297
null
null
null
null
null
null
3.179199
643
38.32999
0
male
0
5
1,479
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
6,062
4,049.2051
null
9
white
16.199219
19
0.91394
0.85498
1
0
0
no
null
null
no dnr
5
113
8.898438
72
20
37
null
null
3.899902
1
141
null
null
null
null
null
null
no(M2 and SIP pres)
2.168945
644
48.36697
0
male
0
16
1,477
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
26
74,504
33,867.0938
null
20.333328
white
19
24
0.842896
0.78894
3
0
0
no
0.98
0.98
no dnr
16
80
8.298828
115
28
39.39844
272.5
2.799805
0.799927
1.299805
141
7.509766
null
null
null
null
null
no(M2 and SIP pres)
2.277344
645
80.87598
0
female
0
46
1,477
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$25-$50k
0
147,296
76,390.875
null
21.75
white
26.398438
43
0.702881
0.612915
1
0
0
no
null
null
no dnr
46
113
26.199219
119
24
38.19531
177.53125
1.899902
1.599854
1.899902
135
7.449219
null
null
null
null
0
null
0
646
63.38699
1
male
0
3
39
Lung Cancer
Cancer
1
null
null
0
7,253
3,041.6543
null
9
white
16.398438
15
0.7229
0.447998
1
0
0
metastatic
0.75
0.15
no dnr
3
79
12.398438
82
20
36.39844
null
null
null
0.899902
135
null
null
null
null
null
null
<2 mo. follow-up
2.316895
647
60.03598
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
142,731
62,150.5
null
43.5
white
31.199219
50
0.560913
0.448975
3
1
0
no
null
null
no dnr
10
60
13.298828
125
8
38.5
138.15625
null
0.799927
3
137
7.569336
null
null
null
null
null
<2 mo. follow-up
2.795898
648
71.45197
1
female
0
10
1,114
COPD
COPD/CHF/Cirrhosis
1
10
under $11k
0
29,501
14,482.2031
null
11.5
white
25.597656
24
0.75
0.605957
1
0
0
no
0.9
0.7
no dnr
10
87
15.199219
78
26
36
200
null
null
1
125
7.299805
null
null
null
null
6
no(M2 and SIP pres)
6
649
32.95297
0
female
0
8
1,461
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
41
42,572
22,324.5938
null
23.5
white
33.796875
50
0.631958
0.529907
1
0
0
no
0.5
0.5
no dnr
8
122
5.799805
110
45
39
194.28125
2.699707
9.298828
0.5
151
7.5
null
null
null
null
null
null
3.178711
650
39.63898
0
male
0
48
1,460
Cirrhosis
COPD/CHF/Cirrhosis
2
13
null
0
272,602
133,509.5
null
13.75
white
42.09375
59
0.463989
0.262939
1
0
0
no
null
null
no dnr
48
71
34.398438
80
20
36.39844
404.75
2.5
29.597656
5.899414
122
7.30957
null
null
null
5
0
SIP>=30
0
651
85.11694
1
male
0
7
11
CHF
COPD/CHF/Cirrhosis
4
8
$11-$25k
0
15,112
7,727.9297
null
12
white
25.597656
42
0.626953
0.44397
1
0
0
yes
0.75
0.5
dnr after sadm
2
66
9.199219
70
28
36
null
3.799805
0.899902
3.199707
128
null
null
null
null
null
3
<2 mo. follow-up
3
652
68.87299
1
female
1
3
3
Lung Cancer
Cancer
1
18
under $11k
41
9,982
5,144.9805
null
12
white
37.59375
47
0.031998
0
1
0
0
metastatic
0.05
0.000125
dnr after sadm
1
72
14.5
124
40
36.39844
147.5
2.899902
0.099991
0.399963
138
7.489258
null
null
null
null
null
<2 mo. follow-up
3.471191
653
77.13599
1
male
1
8
8
Cirrhosis
COPD/CHF/Cirrhosis
3
19
$11-$25k
9
42,561
21,488.2344
null
30
white
29.5
57
0.380981
0.185974
1
0
0
no
0.1
0.001
dnr after sadm
7
93
10.398438
96
11
36.19531
236.71875
2.899902
9
1.899902
134
7.509766
null
null
null
null
null
<2 mo. follow-up
3.370117
654
61.99597
0
male
0
9
1,458
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
26,184
13,366.4375
null
13.5
white
20.5
31
0.86499
0.776978
1
0
0
no
null
null
no dnr
9
66
5.799805
70
26
36
null
null
1.299805
1.399902
131
null
null
null
null
0
1
no(M2 and SIP pres)
1
655
50.97598
0
male
0
18
1,457
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
>$50k
0
93,205
41,622.8438
null
25.333328
white
28.5
35
0.790894
0.721924
1
0
0
no
0.1
0.001
dnr after sadm
8
138
14.298828
120
16
38.29688
84
3.599609
1.199951
1.199951
143
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
656
53.45898
1
female
1
132
132
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
0
1,057,324
483,556.25
null
29.5
white
35.5
61
0.595947
0.487976
4
0
0
no
0.1
0.001
dnr after sadm
128
63
4.599609
75
24
36.29688
270
3.299805
29.699219
5.099609
137
7.469727
null
null
null
null
2
adl>=4 (>=5 if sur)
2
657
70.93994
1
male
0
7
1,349
CHF
COPD/CHF/Cirrhosis
2
12
null
0
20,186
10,203.7812
null
19
asian
19.699219
37
0.846924
0.748901
1
0
0
no
0.75
0.5
no dnr
7
57
6.5
60
28
36.39844
null
null
null
1.299805
137
null
null
null
null
0
0
null
0
658
89.77399
1
male
0
4
454
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
5,897
3,399.334
null
6
white
18.398438
30
0.797974
0.674927
1
0
0
no
null
null
no dnr
4
120
7.899414
104
27
36.39844
null
null
0.199982
1.199951
136
null
null
null
null
2
null
null
1.839
659
81.67596
1
female
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
41
125,968
60,127.875
null
39.333313
white
28.199219
39
0.472961
0.353943
1
0
0
no
0.1
0.001
dnr after sadm
13
58
16
60
10
37.19531
74.4375
null
null
0.899902
135
7.429688
null
null
null
null
null
<2 mo. follow-up
3.727539
660
59.10199
1
male
0
8
25
CHF
COPD/CHF/Cirrhosis
3
7
$25-$50k
0
34,775
17,118.25
null
18.5
hispanic
24.398438
45
0.828979
0.721924
1
0
0
no
null
null
no dnr
8
55
8.099609
85
28
36.29688
null
3.199707
3
1.299805
134
null
null
null
null
2
2
<2 mo. follow-up
2
661
56.64099
1
female
0
8
1,022
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
20,497
11,364.9922
null
9
white
16.699219
22
0.879883
0.836914
1
0
0
yes
null
null
no dnr
8
100
10.099609
100
24
37
271.375
4.5
0.399963
0.899902
140
7.379883
null
null
null
null
5
no(M2 and SIP pres)
5
662
67.37
1
female
0
20
77
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
0
50,138
27,878.3281
null
10.333328
white
21.699219
36
0.715942
0.557983
1
0
0
no
0.5
0.4
dnr after sadm
6
71
4.399414
72
20
36.39844
null
2.599609
1.899902
4.699219
140
null
null
null
null
5
null
adl>=4 (>=5 if sur)
3.855299
663
57.46698
1
male
1
33
33
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$11-$25k
0
150,471
73,386.0625
null
21.25
asian
33.296875
41
0.540894
0.425964
5
0
0
yes
0.8
0.75
dnr after sadm
21
73
15.599609
120
16
36.5
83.67188
null
3.799805
0.799927
141
7.449219
null
null
null
null
null
<2 mo. follow-up
3.263672
664
68.87897
1
female
0
12
57
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
0
65,136
31,077.1094
null
21.5
black
28.097656
50
0.725952
0.640991
1
1
0
no
0.6
0.4
no dnr
12
80
25.898438
115
28
36.89844
null
2.199707
0.399963
2
129
null
null
null
null
null
null
<2 mo. follow-up
3.728027
665
35.806
0
female
0
5
1,448
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
20,092
10,231.5
null
18
white
27.699219
42
0.863892
0.775879
1
0
0
no
null
null
no dnr
5
50
8.699219
135
24
35.89844
null
3.899902
0.799927
1.599854
134
null
null
null
null
null
null
null
2.154297
666
35.603
1
male
0
11
814
Colon Cancer
Cancer
1
null
null
0
41,788
20,779.6094
null
12.5
white
27.398438
25
0.711914
0.430969
1
0
0
metastatic
null
null
no dnr
11
79
25.597656
120
22
39.59375
null
3.099609
0.399963
0.799927
133
null
null
null
null
null
null
null
2.93457
667
43.47699
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
$11-$25k
26
79,576
37,880.3438
null
44.5
hispanic
46.695313
68
0.274963
0.166992
1
0
0
no
null
null
dnr after sadm
8
48
5.599609
130
20
37.5
130
2.299805
21.097656
1.399902
130
7.589844
null
null
null
null
0
<2 mo. follow-up
0
668
58.68597
0
male
0
7
1,446
CHF
COPD/CHF/Cirrhosis
1
14
under $11k
0
16,964
9,183.4531
null
16
white
13.798828
30
0.924927
0.871948
1
0
0
no
0.9
0.6
no dnr
7
57
10.599609
75
24
36.29688
null
4.399414
0.5
1.299805
132
null
null
null
null
0
0
null
0
669
44.60797
1
female
1
9
9
Cirrhosis
COPD/CHF/Cirrhosis
4
8
under $11k
41
214,817
115,186
null
20
hispanic
25.296875
36
0.546997
0.348999
58
0
0
no
0.2
0.05
dnr after sadm
5
120
12.398438
115
12
38.29688
280
null
9.599609
0.799927
137
7.489258
null
null
null
null
7
<2 mo. follow-up
7
670
70.04797
0
male
0
14
1,445
Cirrhosis
COPD/CHF/Cirrhosis
1
14
$25-$50k
0
26,738
14,451.3594
null
10
white
14.5
36
0.815918
0.700928
1
0
0
no
null
null
no dnr
14
63
6.299805
74
20
36.39844
266.625
1.599854
1.099854
1.199951
135
7.529297
null
null
null
null
1
null
1
671
45.043
1
female
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
null
44
194,716
93,609.625
null
31
white
35.796875
74
0.461975
0.342957
2
0
0
no
0.2
0.2
dnr after sadm
12
128
0.299988
115
38
36
250
2.199707
0.699951
2.199707
148
7.469727
null
null
null
null
4
<2 mo. follow-up
4
672
60.79398
1
female
0
20
136
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
null
26
141,714
67,726.3125
null
31.333328
white
29.296875
55
0.556885
0.444946
10
0
0
no
null
null
no dnr
20
59
12.898438
155
28
38.59375
119.98438
null
1.199951
0.899902
137
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
673
55.88199
1
female
0
3
574
Lung Cancer
Cancer
1
14
under $11k
0
6,593
2,757.2383
null
9
black
13.798828
5
0.783936
0.545898
1
0
0
metastatic
0.9
0.75
dnr after sadm
1
94
8
88
20
37
null
null
null
1
138
null
null
null
null
null
null
no(M2 and SIP pres)
2.224121
674
65.02899
1
female
0
3
35
CHF
COPD/CHF/Cirrhosis
3
null
null
0
3,087
2,025.5361
null
7
black
24.398438
35
0.707886
0.547974
1
1
0
metastatic
1
0.3
no dnr
3
103
null
68
26
35.79688
471.375
null
null
1.5
126
7.5
null
null
null
2
6
<2 mo. follow-up
6
675
19.17
0
female
0
30
1,440
CHF
COPD/CHF/Cirrhosis
2
12
null
0
166,750
79,628.75
null
29.25
hispanic
50.296875
86
0.44696
0.245972
1
0
0
yes
0.5
0.1
no dnr
30
46
16.199219
170
47
36
31.66406
null
null
1.599854
131
7.189453
null
null
null
null
null
null
2.340332
676
72.84296
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
26
196,869
94,460.75
null
50.5
white
33
38
0.35199
0.234985
16
0
0
no
null
null
no dnr
11
50
10.199219
120
10
36.79688
188
3
null
1
127
7.489258
null
null
null
null
null
<2 mo. follow-up
2.65625
677
42.03699
1
male
1
28
28
Cirrhosis
COPD/CHF/Cirrhosis
1
20
>$50k
0
100,295
48,086.9375
null
16.25
white
29.796875
59
0.738892
0.589966
1
0
0
no
0.5
0.5
dnr after sadm
28
77
6.799805
82
20
36.39844
null
1.399902
17.296875
2
128
null
null
null
null
null
0
<2 mo. follow-up
0
678
59.806
0
female
0
21
1,437
COPD
COPD/CHF/Cirrhosis
2
14
$25-$50k
26
75,895
34,792.25
null
15.333328
asian
23.597656
32
0.721924
0.566895
2
0
0
yes
0.6
0.4
no dnr
21
128
13.699219
145
26
37
222.84375
null
null
0.699951
143
7.349609
null
null
null
null
0
null
0
679
49.56097
1
male
1
32
32
Coma
Coma
1
16
>$50k
44
245,849
101,754.438
null
36.5
black
30
50
0.355957
0.282959
17
1
0
no
null
null
dnr after sadm
13
102
22.398438
100
12
38.29688
154
null
2.099609
2.199707
129
7.539062
null
null
null
null
5
<2 mo. follow-up
5
680
51.93997
1
male
0
39
1,072
MOSF w/Malig
ARF/MOSF
1
12
under $11k
37
280,893
null
null
32
white
28.699219
42
0.359985
0.241974
5
0
0
yes
0.5
0.4
dnr after sadm
9
63
5.699219
110
18
39.19531
172
null
3.299805
2.099609
140
7.459961
null
null
null
null
0
no(M2 and SIP pres)
0
681
55.24698
1
female
0
4
235
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
6,536
3,746.0566
null
7
white
15
16
0.922974
0.869995
1
1
0
no
null
null
no dnr
4
87
9.199219
84
20
36
257.125
null
0.5
1.199951
140
7.509766
null
null
null
2
null
null
1.839
682
73.75494
1
male
0
6
35
MOSF w/Malig
ARF/MOSF
2
null
null
44
29,426
13,739.3125
null
23
black
34.398438
68
0.121994
0.053993
1
1
0
metastatic
0.05
0.000125
dnr after sadm
1
50
17.398438
104
28
38.39844
158.3125
2
0.5
2.099609
153
7.199219
null
null
null
null
null
<2 mo. follow-up
3.889648
683
47.93198
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
3
null
null
0
92,238
45,525.5312
null
45
white
46.296875
83
0.026997
0.007
21
0
0
metastatic
0.2
0.1
dnr after sadm
4
60
0.049995
150
40
36.29688
167.34375
2.599609
2.199707
2.899902
129
7.399414
null
null
null
null
null
<2 mo. follow-up
3.251953
684
58.69699
1
female
0
3
1,086
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
6,849
3,490.2266
null
4
hispanic
19.398438
40
0.883911
0.806885
1
1
0
no
null
null
no dnr
3
100
5.899414
80
28
36.59375
352.375
null
null
2.199707
138
7.40918
null
null
null
null
null
SIP>=30
2.371582
685
60.73099
0
male
0
50
1,434
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
26
363,112
186,497.75
null
28.75
hispanic
25.398438
56
0.642944
0.541992
15
0
0
no
null
null
no dnr
50
107
8.099609
70
24
36.29688
315
2.799805
11.898438
8.199219
142
7.469727
null
null
null
null
2
no(M2 and SIP pres)
2
686
68.50397
1
male
0
9
338
MOSF w/Malig
ARF/MOSF
2
16
>$50k
9
41,674
19,016.3594
null
23
white
23.296875
32
0.652954
0.553955
2
0
0
yes
0.7
0.6
no dnr
9
69
3
70
26
38.19531
231.40625
null
2.399902
1.199951
131
7.459961
null
null
null
0
1
no(M2 and SIP pres)
1
687
41.75497
1
female
1
6
6
Coma
Coma
6
16
>$50k
100
69,323
33,539.1875
null
36
white
42.09375
60
0.016998
0.007
3
1
0
no
null
null
dnr after sadm
6
40
31.597656
120
26
38.59375
260
null
null
3.799805
146
7.599609
null
null
null
null
5
<2 mo. follow-up
5
688
48.14798
0
male
0
4
1,432
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
23,166
11,004.8984
null
11
white
23.898438
9
0.846924
0.793945
2
0
0
no
0.6
0.6
no dnr
4
78
14.099609
82
18
36.79688
86
null
0.699951
1
138
7.40918
null
null
null
null
null
null
2.194824
689
48.564
1
male
0
44
181
MOSF w/Malig
ARF/MOSF
2
19
null
0
225,659
108,896.062
null
20
white
31.199219
49
0.437988
0.317993
18
0
0
yes
null
null
no dnr
44
103
0.099991
110
20
39.5
208.15625
2
null
1.399902
131
7.509766
null
null
null
0
null
no(M2 and SIP pres)
0.4948
690
45.51398
1
male
1
39
39
Cirrhosis
COPD/CHF/Cirrhosis
1
16
>$50k
0
323,371
183,641.75
null
7
asian
27.597656
46
0.754883
0.611938
1
0
0
no
0.8
0.4
dnr after sadm
39
94
9.199219
82
18
36.19531
null
1.899902
11.199219
1.399902
126
null
null
null
null
0
1
<2 mo. follow-up
1
691
82.66699
1
female
0
27
128
Coma
Coma
3
12
under $11k
55
130,916
66,110.1875
null
18.75
white
26.597656
23
0.072998
0.040993
5
0
1
yes
0.2
0.2
dnr after sadm
3
112
79.1875
55
18
38.5
212.5
null
null
0.699951
125
7.519531
null
null
null
null
7
adl>=4 (>=5 if sur)
7
692
42.45599
0
male
0
20
1,430
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
>$50k
26
63,445
31,127.625
null
16.666656
hispanic
18
30
0.868896
0.822998
3
0
0
no
0.99
0.99
no dnr
20
113
9.199219
110
33
38.29688
220
null
0.299988
0.799927
137
7.469727
null
null
null
null
0
SIP>=30
0
693
70.20898
1
male
0
6
452
Lung Cancer
Cancer
1
16
>$50k
0
9,088
4,997.6172
null
10
white
15.199219
15
0.731934
0.460999
1
0
0
metastatic
0.65
0.5
no dnr
6
111
12.199219
80
22
36.59375
null
null
null
1
137
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
694
40.39999
1
male
0
4
130
Lung Cancer
Cancer
3
null
null
0
12,693
5,611.8125
null
11
white
17
6
0.761963
0.509888
1
0
0
metastatic
0.9
0.5
no dnr
4
90
6.299805
104
18
36.59375
null
null
null
0.899902
139
null
null
null
null
null
null
no(M2 and SIP pres)
2.730957
695
76.08997
1
male
0
7
240
CHF
COPD/CHF/Cirrhosis
5
8
null
0
12,254
6,517.3008
null
8
white
22.097656
19
0.797974
0.674927
1
0
0
no
0.9
0.8
no dnr
7
80
14
120
20
36.19531
260
null
null
0.799927
142
7.449219
null
null
null
6
null
null
4.527397
696
77.85895
1
female
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
89,858
41,205.5625
null
39
white
28.699219
76
0.338989
0.222992
3
0
0
metastatic
0.25
0.05
dnr before sadm
-1
58
8.699219
165
16
38.79688
91.10938
1.699951
0.899902
1.5
143
7.40918
null
null
null
null
null
<2 mo. follow-up
3.657227
697
71.02295
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
0
132,772
59,345.3438
null
30.666656
white
29.199219
50
0.620972
0.515991
8
0
0
no
0.1
0.001
dnr after sadm
13
110
10.298828
140
23
38.19531
126.3125
null
2
1.799805
137
7.349609
null
null
null
null
null
<2 mo. follow-up
2.482422
698
30.35999
0
male
0
12
1,425
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
37
283,773
137,584.625
null
44.5
black
29.699219
38
0.667969
0.570923
13
0
0
no
0.75
0.75
no dnr
12
100
17
115
10
37.79688
332.5
2.199707
27.398438
1
136
7.389648
null
null
null
null
0
adl>=4 (>=5 if sur)
0
699
76.74194
1
male
0
5
349
CHF
COPD/CHF/Cirrhosis
5
12
null
0
14,066
7,114.2422
null
14
white
18.097656
38
0.8479
0.75
1
1
0
no
null
null
no dnr
5
58
7.799805
70
20
36.5
null
null
null
1.599854
135
null
null
null
null
null
null
no(M2 and SIP pres)
2.955078
700
76.97198
0
female
0
6
1,424
CHF
COPD/CHF/Cirrhosis
2
13
>$50k
0
11,489
6,593.7188
null
10
black
18.296875
21
0.844971
0.744995
1
0
0
no
null
null
no dnr
6
85
4.699219
100
20
36.5
352.375
null
null
1.599854
139
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0