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
3,401
67.01398
0
female
0
32
1,940
Lung Cancer
Cancer
1
10
under $11k
0
null
null
null
6.25
white
16.398438
9
0.714966
0.434998
1
0
0
metastatic
0.9
0.7
no dnr
32
96
9.298828
52
20
37
null
null
0.399963
0.799927
138
null
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,402
80.44098
1
male
1
70
70
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
221,947.625
148,211
null
47
white
31
57
0.521973
0.405945
7
0
0
no
0.7
0.65
dnr after sadm
69
58
14.599609
154
10
38.59375
135
2
3.299805
1
132
7.399414
null
null
null
null
1
adl>=4 (>=5 if sur)
1
3,403
46.45898
0
male
0
33
1,939
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$25-$50k
0
87,008.125
59,460.2812
null
23
white
34.898438
65
0.675903
0.581909
2
0
0
no
null
null
no dnr
33
45
25.199219
124
28
39
206.65625
3.799805
2.199707
1.399902
140
7.5
null
null
null
null
0
SIP>=30
0
3,404
64.04095
1
female
0
13
75
MOSF w/Malig
ARF/MOSF
1
16
$11-$25k
0
12,177
null
null
13.5
white
29
43
0.504883
0.387939
1
0
0
metastatic
0.3
0.3
no dnr
13
107
0.699951
100
29
37.09375
371.375
null
0.5
0.599976
132
7.469727
null
null
null
5
5
adl>=4 (>=5 if sur)
5
3,405
63.211
1
male
0
10
1,132
CHF
COPD/CHF/Cirrhosis
2
null
null
0
8,286.344
6,482.3594
null
11.5
white
14.599609
15
0.911987
0.850952
1
0
0
no
0.8
0.6
no dnr
10
70
8
80
20
36.39844
428.5625
null
1.5
1.099854
142
7.459961
null
null
null
null
null
null
2.336914
3,406
44.909
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
45,405.188
28,532.3281
null
50
black
32.898438
57
0.709961
0.621948
3
1
0
no
0.25
0.25
no dnr
5
112
21.796875
146
55
39
94
2.099609
0.199982
0.799927
142
7.349609
null
null
null
null
0
<2 mo. follow-up
0
3,407
38.784
1
male
0
6
38
Lung Cancer
Cancer
1
null
null
0
8,524.148
5,521.2148
null
12
white
22.199219
10
0.66394
0.362976
1
0
0
metastatic
0.8
0.5
no dnr
6
103
23.097656
90
20
36.5
null
3
0.299988
0.899902
139
null
null
null
null
null
null
<2 mo. follow-up
2.14209
3,408
45.00497
1
male
0
97
142
Coma
Coma
0
12
$25-$50k
100
177,418.375
120,515.938
null
32.75
white
21.898438
32
0.387939
0.313965
6
0
0
no
0.1
0.001
dnr after sadm
4
130
19.597656
130
10
38.69531
246.65625
null
null
1
140
7.539062
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,409
65.91595
1
male
0
8
41
Lung Cancer
Cancer
1
1
under $11k
0
null
null
null
6.5
black
16
15
0.724976
0.450989
1
0
0
metastatic
null
null
no dnr
8
73
6.199219
90
18
36.5
null
null
null
0.799927
135
null
null
null
null
null
2
<2 mo. follow-up
2
3,410
49.89697
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
37
36,192.281
24,370.8906
null
44.5
white
28
46
0.631958
0.529907
5
0
0
no
0.4
0.4
no dnr
7
73
0.299988
116
33
37.79688
225
null
0.399963
1.199951
135
7.40918
null
null
null
null
0
<2 mo. follow-up
0
3,411
55.28799
1
female
1
25
25
Cirrhosis
COPD/CHF/Cirrhosis
2
7
$11-$25k
9
null
null
null
21.25
white
23.898438
31
0.727905
0.574951
1
0
0
no
0.5
0.5
no dnr
25
84
6.099609
110
24
36.89844
null
3.199707
6.699219
1.399902
140
7.469727
null
null
null
null
5
<2 mo. follow-up
5
3,412
33.254
1
male
1
61
61
MOSF w/Malig
ARF/MOSF
2
12
under $11k
9
123,138.188
84,588.25
null
21.25
black
43.695313
96
0.085999
0.032997
31
0
0
yes
0.2
0.2
dnr after sadm
61
69
0.399963
145
52
39.39844
373.3125
2
16.296875
1.699951
148
7.509766
null
null
null
0
0
null
0
3,413
45.97098
0
male
0
16
1,934
CHF
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
34,001.469
24,492.7812
null
27
white
31.597656
21
0.778931
0.645996
1
1
0
no
0.5
0.3
no dnr
16
80
14.398438
114
26
36.79688
283.3125
2.799805
1.399902
1
125
7.369141
null
null
null
0
0
no(M2 and SIP pres)
0
3,414
79.81897
1
male
1
17
17
MOSF w/Malig
ARF/MOSF
2
null
null
44
89,738.938
61,880.625
null
41
white
36.796875
73
0.051994
0.016998
24
0
0
yes
0.2
0.1
dnr after sadm
7
63
0.399963
112
10
37.19531
131.65625
null
0.599976
9.199219
134
7.469727
null
null
null
null
null
<2 mo. follow-up
3.064453
3,415
75.30194
1
male
1
3
3
MOSF w/Malig
ARF/MOSF
1
null
null
61
23,312.641
15,998.5312
null
39
null
78.09375
81
0
0
7
0
0
yes
0.4
0.4
dnr after sadm
3
0
58.59375
0
0
39.59375
137.75
2.5
0.899902
1.699951
149
7.439453
null
null
null
null
null
<2 mo. follow-up
1.544189
3,416
60.30399
1
male
0
9
40
Colon Cancer
Cancer
1
12
$11-$25k
0
null
null
null
18
black
22.097656
18
0.747925
0.487
1
0
0
metastatic
0.1
0.001
no dnr
9
93
4.899414
112
28
39.79688
null
null
0.699951
0.699951
133
null
null
null
null
2
0
<2 mo. follow-up
0
3,417
59.62198
0
male
0
5
1,933
CHF
COPD/CHF/Cirrhosis
0
null
null
0
14,459.148
9,915.3906
null
21
white
20.097656
19
0.875977
0.792969
1
0
0
no
0.95
0.85
no dnr
5
97
10.298828
110
24
36.39844
210
null
null
1
137
7.449219
null
null
null
null
null
null
2.17041
3,418
43.159
1
male
0
4
701
CHF
COPD/CHF/Cirrhosis
5
null
null
0
13,811
null
null
6
black
14.699219
11
0.941895
0.900879
1
0
0
no
null
null
no dnr
4
77
4.299805
90
18
36.89844
null
null
0.799927
0.799927
138
null
null
null
null
null
null
no(M2 and SIP pres)
2.215332
3,419
68.19196
1
male
1
20
20
COPD
COPD/CHF/Cirrhosis
1
9
under $11k
0
69,824.688
46,296.5
null
28.333328
white
25.699219
29
0.707886
0.547974
11
1
0
no
0.4
0.4
dnr after sadm
7
83
13.398438
98
8
35.89844
156
null
null
1.299805
152
7.469727
null
null
null
null
1
<2 mo. follow-up
1
3,420
77.98798
1
female
0
23
180
COPD
COPD/CHF/Cirrhosis
2
null
under $11k
0
null
null
null
26
white
17.898438
18
0.824951
0.713989
1
0
0
no
0.8
0.7
no dnr
23
113
15.199219
82
25
37.59375
303.3125
3.599609
0.299988
0.399963
137
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
3,421
68.99396
1
female
0
23
1,659
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
9
53,060.125
36,860.4375
null
26.333328
black
19.796875
32
0.816895
0.754883
2
0
0
no
0.9
0.9
no dnr
23
118
7.199219
150
20
38.59375
206.65625
2.899902
null
0.799927
138
7.519531
null
null
null
null
null
null
1.861084
3,422
50.40097
0
male
0
7
1,931
Lung Cancer
Cancer
1
14
$11-$25k
0
4,376.5
3,473.1387
null
5.5
other
18.199219
23
0.718994
0.441956
1
0
0
metastatic
0.8
0.2
no dnr
7
83
2.699707
52
24
37.5
null
null
0.699951
1.5
133
null
null
null
null
null
5
null
5
3,423
77.10596
1
male
1
11
11
MOSF w/Malig
ARF/MOSF
1
null
null
0
28,218.141
19,108.8438
null
28.5
white
19.597656
27
0.720947
0.634888
5
0
0
yes
0.75
0.5
dnr after sadm
5
103
10.798828
112
9
37.59375
213.3125
2.399902
0.399963
0.799927
143
7.449219
null
null
null
null
null
<2 mo. follow-up
1.948975
3,424
80.13397
1
male
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
3
$25-$50k
0
67,287.125
45,010.0625
null
42.666657
white
32.296875
59
0.56897
0.45697
1
1
0
no
0.2
0.2
dnr after sadm
2
59
10.5
94
12
38
85
null
1
2.399902
130
7.359375
null
null
null
null
0
<2 mo. follow-up
0
3,425
71.05298
1
female
0
71
183
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
73,721.125
52,616.9062
null
15.25
white
16.5
17
0.873901
0.789917
1
0
0
no
0.99
0.9
no dnr
71
103
26
98
18
36.09375
385.6875
4
0.599976
0.899902
142
7.489258
null
null
null
1
1
no(M2 and SIP pres)
1
3,426
65.073
1
male
0
10
1,910
COPD
COPD/CHF/Cirrhosis
2
9
$11-$25k
0
8,162.348
6,030.125
null
11.5
white
19.597656
34
0.835938
0.731934
1
0
0
yes
0.9
0.75
no dnr
10
90
20.199219
75
26
35.79688
214.28125
null
0.699951
1
137
7.399414
null
null
null
0
0
no(M2 and SIP pres)
0
3,427
39.43597
1
male
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
111,050.375
72,371.5625
null
41.25
white
24.5
55
0.850952
0.799927
4
0
0
no
null
null
dnr after sadm
21
59
16.898438
115
60
38.29688
226.65625
null
0.599976
1.099854
133
7.379883
null
null
null
null
null
<2 mo. follow-up
1.862793
3,428
77.02698
1
male
1
85
85
CHF
COPD/CHF/Cirrhosis
1
15
$25-$50k
9
86,263
63,587.5625
null
16.5
white
23
41
0.625
0.439941
9
0
0
yes
0.6
0.6
dnr after sadm
6
67
20.699219
135
31
38.39844
211.40625
null
0.299988
1.5
140
7.40918
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,429
37.41498
0
female
0
14
1,927
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
140,070.375
98,097.8125
null
15
black
26.398438
36
0.79895
0.731934
46
1
0
no
0.98
0.98
no dnr
14
111
19.097656
98
16
35.5
268
2.799805
0.299988
5
138
7.40918
null
null
null
null
null
null
2.78125
3,430
48.84299
0
female
0
21
1,927
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
$25-$50k
0
55,942.812
36,934.5
null
26.666656
black
25.699219
30
0.814941
0.75293
3
0
0
no
0.92
0.9
no dnr
21
77
20.296875
142
10
39.09375
168
2.699707
null
0.799927
135
7.379883
null
null
null
0
0
no(M2 and SIP pres)
0
3,431
65.04596
1
female
1
30
30
MOSF w/Malig
ARF/MOSF
0
null
under $11k
100
87,928.938
61,871.6562
null
28.5
black
18.296875
8
0.27594
0.167999
12
0
0
yes
0.1
0.001
dnr after sadm
19
93
11.398438
106
11
38.5
406.625
2.599609
0.5
1
133
7.459961
null
null
null
null
2
<2 mo. follow-up
2
3,432
72.29297
1
male
1
4
4
Lung Cancer
Cancer
5
null
null
44
1,849.149
1,677.3008
null
9
white
23.597656
37
0.303955
0.051994
1
0
0
metastatic
null
null
dnr after sadm
1
70
5.5
64
36
36.39844
335
null
null
3.099609
142
7.369141
null
null
null
null
null
<2 mo. follow-up
3.919434
3,433
50.30298
1
female
0
7
373
COPD
COPD/CHF/Cirrhosis
2
9
$25-$50k
0
null
null
null
9
white
21.597656
21
0.904907
0.840942
1
0
0
no
0.9
0.9
dnr after sadm
1
108
9.5
115
24
35.39844
285.6875
null
0.299988
0.799927
142
7.339844
null
null
null
5
5
SIP>=30
5
3,434
27.55899
0
male
0
24
1,922
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
54,286.625
39,041
null
32.666657
white
23.398438
55
0.905884
0.872925
1
0
0
no
0.7
0.7
no dnr
24
70
9.5
110
23
36.5
280
2.099609
0.599976
7.699219
146
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
3,435
66.31598
1
male
0
18
397
CHF
COPD/CHF/Cirrhosis
4
7
$11-$25k
0
27,578.297
19,002.8281
null
14
white
19.699219
24
0.860962
0.769897
1
1
0
no
0.95
0.93
no dnr
18
80
12.199219
100
24
37.29688
null
3.399902
null
1.599854
136
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
3,436
38.74298
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
26
121,979.062
81,317.4375
null
51.5
white
47.09375
69
0.215973
0.118988
6
0
0
no
0
0
no dnr
7
93
12.298828
112
12
35.59375
144.875
4.099609
29.199219
3.699707
142
7.399414
null
null
null
null
0
<2 mo. follow-up
0
3,437
82.89697
1
male
1
13
13
COPD
COPD/CHF/Cirrhosis
1
3
under $11k
55
37,978.875
25,475.9688
null
53
black
38.296875
53
0.071991
0.009998
1
0
0
no
0.1
0.001
dnr after sadm
4
63
18
150
26
37.5
135
1.599854
0.199982
1.099854
136
7.319336
null
null
null
null
7
<2 mo. follow-up
7
3,438
60.84299
0
male
0
15
1,920
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
$11-$25k
9
31,849.109
23,183.5156
null
21.333328
white
23.5
31
0.805908
0.740967
1
0
0
no
0.8
0.8
no dnr
15
108
20.097656
110
34
38.39844
168.5625
null
0.599976
1
146
7.429688
null
null
null
null
null
no(M2 and SIP pres)
1.939941
3,439
59.48297
1
male
0
14
137
Lung Cancer
Cancer
2
12
$25-$50k
0
10,657.312
8,153.3203
null
12.666664
white
18
12
0.700928
0.41394
1
0
0
metastatic
0.9
0.6
no dnr
14
80
11.898438
100
20
38.59375
304.75
null
null
0.699951
135
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
3,440
66.00397
1
male
0
6
57
Colon Cancer
Cancer
1
21
>$50k
0
null
null
null
19
white
24.296875
20
0.690918
0.40094
1
0
0
metastatic
0.7
0.4
no dnr
6
93
6.899414
70
16
36.19531
null
2.799805
0.399963
1.5
135
null
null
null
null
4
4
<2 mo. follow-up
4
3,441
55.90698
1
male
0
3
134
Lung Cancer
Cancer
2
null
null
0
2,410.699
1,712.7959
null
3
white
17.398438
25
0.720947
0.444946
1
1
0
metastatic
0.95
0.6
no dnr
3
113
7.199219
80
22
35.89844
null
null
null
1.599854
137
null
null
null
null
null
null
no(M2 and SIP pres)
2.216309
3,442
83.92596
1
male
0
6
1,868
CHF
COPD/CHF/Cirrhosis
3
7
under $11k
0
22,317.844
12,897.8828
null
25
white
19.898438
31
0.751953
0.60791
1
1
0
yes
null
null
no dnr
6
99
11
68
20
36.79688
342.8125
null
null
2.299805
139
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0
3,443
78.11395
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
3
13
$11-$25k
0
67,608.5
43,753.75
null
44
white
37.09375
57
0.273987
0.165985
7
0
0
yes
0
0
dnr after sadm
5
43
8.898438
124
25
39
122.84375
2
null
1.099854
147
7.489258
null
null
null
null
1
<2 mo. follow-up
1
3,444
58.09698
1
male
1
10
10
Lung Cancer
Cancer
1
null
null
0
9,295.594
6,644.8711
null
9.5
white
29.597656
13
0.408997
0.108994
1
0
0
metastatic
0.9
0.7
dnr after sadm
10
90
7.899414
120
24
36.79688
null
2.599609
1.299805
0.799927
139
null
null
null
null
null
null
<2 mo. follow-up
3.260742
3,445
73.04596
1
female
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
$11-$25k
0
99,060.062
63,955.4375
null
53.333313
black
16.5
43
0.835938
0.779907
9
1
1
no
0.5
0.5
no dnr
18
67
6.399414
68
10
38.29688
533.25
1.199951
0.299988
2.099609
141
7.419922
null
null
null
null
6
<2 mo. follow-up
6
3,446
69.15295
1
female
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
100
272,269.5
173,140.875
null
52.75
white
28.796875
61
0.125977
0.056
32
0
0
no
null
null
no dnr
28
87
9.298828
100
50
38.5
165
4.699219
3.099609
2
140
7.5
null
null
null
null
null
<2 mo. follow-up
4.070313
3,447
65.52496
1
female
1
18
18
Coma
Coma
0
16
$25-$50k
100
16,579.594
12,479.7266
null
14
black
22.597656
34
0.23999
0.173981
1
0
0
no
null
null
dnr after sadm
5
62
14.599609
64
28
35.29688
476.625
null
1
1.5
136
7.429688
null
null
null
null
null
<2 mo. follow-up
2.305664
3,448
76.77997
1
male
1
110
110
ARF/MOSF w/Sepsis
ARF/MOSF
1
3
under $11k
0
419,652.25
280,731
null
46.75
white
26.5
54
0.633911
0.531982
15
0
0
no
null
null
no dnr
110
59
7
142
8
35.69531
226.65625
2.799805
null
1.899902
134
7.379883
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,449
37.74698
1
female
1
56
56
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
75,506.125
54,050.4688
null
22.5
black
23.597656
22
0.779907
0.707886
2
0
0
no
null
null
dnr after sadm
55
63
4.299805
130
10
39.29688
544
2.699707
0.099991
0.699951
135
7.389648
null
null
null
null
null
<2 mo. follow-up
2.404297
3,450
57.57397
1
male
1
5
5
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
13,889.844
10,675
null
30
white
27.097656
30
0.79895
0.675903
1
0
0
no
0.1
0.001
no dnr
5
74
6.199219
108
14
35
264
2.899902
0.699951
1.599854
135
7.469727
null
null
null
2
0
<2 mo. follow-up
0
3,451
53.07898
0
female
0
38
1,915
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
$11-$25k
0
59,744.844
40,375.875
null
19.25
white
20.097656
19
0.795898
0.728882
3
0
0
metastatic
0.9
0.85
no dnr
38
83
9.199219
135
8
37.29688
323.3125
2.399902
null
1
132
7.40918
null
null
null
null
4
no(M2 and SIP pres)
4
3,452
62.03998
1
male
0
15
17
Lung Cancer
Cancer
2
9
$25-$50k
0
28,018.188
18,572.7344
null
21
white
44.296875
43
0.046997
0.001
1
0
0
metastatic
0.5
0
no dnr
15
112
29.597656
130
36
35.79688
152.5
2.399902
0.299988
0.599976
140
7.389648
null
null
null
null
1
<2 mo. follow-up
1
3,453
66.46698
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
100
35,396.781
21,861.125
null
45
black
36.296875
59
0.050995
0.015999
4
1
0
no
null
null
dnr after sadm
2
45
10.599609
140
36
38.59375
172.5
null
null
1.5
143
7.319336
null
null
null
null
0
<2 mo. follow-up
0
3,454
55.85498
1
male
1
24
24
Cirrhosis
COPD/CHF/Cirrhosis
2
null
null
9
19,714.938
15,110.1172
null
10
white
39.59375
45
0.312988
0.131989
1
0
0
no
0.5
0.3
dnr after sadm
14
90
11.199219
94
18
34.39844
null
2.799805
33
1.399902
126
null
null
null
null
null
null
<2 mo. follow-up
3.322754
3,455
65.81195
1
male
0
26
51
CHF
COPD/CHF/Cirrhosis
5
9
null
0
47,714.625
33,123.1562
null
25.25
white
21.296875
40
0.844971
0.744995
1
1
0
no
0.2
0.008
no dnr
26
75
8.5
110
26
37.19531
312
null
0.799927
1.699951
135
7.429688
null
null
null
0
7
<2 mo. follow-up
7
3,456
26.834
0
female
0
11
1,911
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
0
16,465.844
11,702.9375
null
14
black
34.898438
66
0.764893
0.689941
2
0
0
no
0.8
0.8
no dnr
11
136
16.898438
0
0
35.89844
336
null
1.299805
5.899414
139
7.329102
null
null
null
0
2
null
2
3,457
69.11395
1
male
1
15
15
Coma
Coma
2
null
under $11k
100
45,662.281
31,362.1875
null
27
black
19.398438
33
0.223999
0.16098
5
1
0
no
null
null
dnr after sadm
12
123
12.099609
94
35
38.09375
456.625
null
null
1.699951
139
7.649414
null
null
null
null
0
<2 mo. follow-up
0
3,458
49.71698
1
male
1
103
103
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
>$50k
0
345,511.75
221,787.375
null
50
white
33.898438
47
0.699951
0.609985
1
0
0
no
0.05
0.000125
dnr after sadm
18
83
11.599609
140
36
39
73.32812
2
0.199982
0.599976
147
7.479492
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,459
43.03897
1
male
0
18
128
Lung Cancer
Cancer
1
14
$25-$50k
0
25,087.047
17,921
null
12.333328
white
17.398438
22
0.75
0.48999
1
0
0
metastatic
0.9
0.6
no dnr
18
100
9.599609
140
18
37.29688
null
3.599609
0.299988
1.099854
142
null
null
null
null
1
1
adl>=4 (>=5 if sur)
1
3,460
67.85498
1
male
1
4
4
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
29,172.891
18,237.5938
null
45
white
42.796875
57
0.314941
0.132996
3
0
0
no
null
null
dnr after sadm
4
46
14.099609
62
24
36.69531
160
null
null
4
124
7.419922
null
null
null
null
0
<2 mo. follow-up
0
3,461
76.59698
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
null
0
68,324.75
45,443.0938
null
30.5
white
17.597656
28
0.809937
0.746948
10
1
0
no
0.3
0.2
no dnr
9
65
8
58
9
37.29688
242.84375
null
null
2
142
7.439453
null
null
null
null
0
<2 mo. follow-up
0
3,462
54.409
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
41
28,525.047
19,878.1094
null
31
white
32.398438
56
0.47699
0.358948
4
0
0
no
null
null
dnr after sadm
3
103
29.097656
140
24
37.59375
160
null
1.399902
2.799805
133
7.489258
null
null
null
null
null
<2 mo. follow-up
2.597168
3,463
71.82996
1
male
0
44
1,106
CHF
COPD/CHF/Cirrhosis
2
6
under $11k
0
110,116.562
70,567.125
null
20.5
black
19.796875
22
0.830933
0.724976
2
0
0
no
null
null
no dnr
44
86
15.298828
72
18
37
null
null
null
1.799805
132
null
null
null
null
0
1
null
1
3,464
71.91797
1
male
0
41
1,127
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
61
84,830.938
58,373.6875
null
26.5
white
21.5
25
0.557983
0.444946
5
0
0
no
null
null
dnr after sadm
16
57
5.699219
110
8
38.59375
500
null
null
0.899902
134
7.389648
null
null
null
null
0
no(M2 and SIP pres)
0
3,465
85.57996
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
0
null
null
null
37
white
21.699219
42
0.751953
0.67395
2
0
0
no
0.1
0.001
dnr after sadm
3
60
23.5
62
18
37.09375
149
2.299805
0.699951
1.199951
135
7.389648
null
null
null
null
0
<2 mo. follow-up
0
3,466
61.92697
1
male
0
9
432
COPD
COPD/CHF/Cirrhosis
4
null
under $11k
0
17,596.484
12,805.6875
null
22
black
17.398438
30
0.899902
0.831909
1
0
0
no
0.7
0.6
no dnr
9
83
2
80
33
36.69531
216.65625
null
0.5
1.699951
141
7.449219
null
null
null
1
1
null
1
3,467
21.405
0
female
0
12
1,906
CHF
COPD/CHF/Cirrhosis
0
12
$11-$25k
0
null
null
null
5
white
20.097656
14
0.944946
0.904907
1
0
0
no
0.9
0.7
no dnr
12
65
10.898438
118
20
36.5
null
null
null
1.099854
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,468
62.83899
1
female
0
9
167
COPD
COPD/CHF/Cirrhosis
5
3
under $11k
0
15,547.047
11,720.3203
null
13
black
21.796875
36
0.855957
0.761963
1
1
0
no
null
null
no dnr
9
100
10.599609
92
16
36.59375
252
3.299805
0.099991
7.099609
136
7.219727
null
null
null
null
0
SIP>=30
0
3,469
62.004
1
female
0
14
1,123
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
0
18,162.547
13,435.8047
null
10
black
16.898438
15
0.892944
0.85498
1
0
0
no
0.9
0.9
no dnr
14
77
14.898438
90
24
36.29688
321.6875
null
0.299988
0.899902
140
7.359375
null
null
null
0
5
no(M2 and SIP pres)
5
3,470
59.29599
1
female
0
5
65
Colon Cancer
Cancer
1
null
null
0
null
null
null
11
white
15.898438
13
0.840942
0.650879
1
0
0
metastatic
0.9
0.7
no dnr
5
100
7.599609
96
20
36.79688
null
3.599609
0.699951
0.599976
137
null
null
null
null
null
null
null
1.702393
3,471
78.84698
1
male
1
5
5
CHF
COPD/CHF/Cirrhosis
2
null
null
0
4,319.68
3,077.4668
null
12
black
18.898438
26
0.831909
0.724976
1
0
0
no
null
null
no dnr
5
62
4.5
78
20
35.59375
338.0625
null
null
1.799805
141
7.479492
null
null
null
null
null
<2 mo. follow-up
2.180176
3,472
65.83997
1
female
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
61
96,527.75
61,453.4062
null
51.333313
white
40.195313
68
0.068985
0.024998
2
0
0
yes
0.2
0.18
dnr after sadm
16
48
6.799805
110
29
38.5
138
2.599609
5.099609
2.699707
137
7.359375
null
null
null
null
1
<2 mo. follow-up
1
3,473
66.38995
1
female
0
8
1,091
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
14,528.797
10,640.1562
null
9.5
black
16.398438
12
0.879883
0.836914
2
0
0
no
0.8
0.7
no dnr
8
99
8.798828
62
15
36.89844
319
null
null
0.599976
140
7.419922
null
null
null
null
null
null
2.377441
3,474
79.34296
0
male
0
14
1,895
CHF
COPD/CHF/Cirrhosis
2
14
null
0
33,593.688
23,662.5469
null
25
white
25.597656
35
0.705933
0.544922
2
0
0
no
null
null
no dnr
14
66
6.399414
120
8
35.79688
392.5
null
null
2.099609
134
7.419922
null
null
null
null
0
null
0
3,475
67.95898
1
male
0
5
1,186
CHF
COPD/CHF/Cirrhosis
3
4
under $11k
0
2,900.449
2,445.7988
null
11
black
14.5
18
0.902954
0.837891
1
0
0
no
null
null
no dnr
5
82
7.599609
80
16
36.29688
290.4375
null
null
1.199951
139
7.5
null
null
null
0
2
no(M2 and SIP pres)
2
3,476
66.20697
1
female
1
4
4
Colon Cancer
Cancer
1
4
under $11k
0
4,139.977
3,156.7598
null
21
black
36.09375
51
0.379944
0.090988
1
0
0
metastatic
0.1
0.001
dnr after sadm
4
93
35
96
28
35.79688
null
null
6.599609
2.199707
128
null
null
null
null
null
3
<2 mo. follow-up
3
3,477
63.168
0
male
0
19
1,895
COPD
COPD/CHF/Cirrhosis
4
11
under $11k
0
24,771.141
17,050.9844
null
16
hispanic
21.898438
21
0.815918
0.701904
1
0
0
yes
0.7
0.5
no dnr
19
97
11.599609
106
26
37.69531
240
3.199707
0.799927
0.899902
133
7.399414
null
null
null
3
5
SIP>=30
5
3,478
71.48798
1
female
0
8
1,202
CHF
COPD/CHF/Cirrhosis
4
8
$11-$25k
0
5,364.898
4,105.3789
null
10
white
12.898438
14
0.907959
0.845947
1
1
0
no
null
null
no dnr
8
83
7.099609
54
16
36.59375
null
4
0.699951
1
139
null
null
null
null
2
5
SIP>=30
5
3,479
59.58398
1
female
0
7
493
Colon Cancer
Cancer
1
null
null
0
6,601.348
4,765.2305
null
8
white
13.898438
9
0.862915
0.692993
1
0
0
metastatic
null
null
no dnr
7
87
8.599609
80
20
37.69531
null
null
null
0.699951
142
null
null
null
null
null
null
null
1.652344
3,480
68.39197
0
male
0
12
1,892
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
9
38,632.281
26,844.7188
null
23
white
17.296875
15
0.803955
0.738892
30
0
0
no
null
null
no dnr
12
112
12.398438
98
16
37.39844
334.75
null
1.299805
1.099854
138
7.429688
null
null
null
null
0
no(M2 and SIP pres)
0
3,481
31.83299
0
male
0
11
1,892
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
0
24,312.484
18,691.125
null
18.5
black
19.699219
32
0.916992
0.886963
2
0
0
no
0.7
0.6
no dnr
11
75
10.5
78
25
38.59375
272
2.5
5.699219
0.899902
140
7.389648
null
null
null
1
0
SIP>=30
0
3,482
50.23398
0
female
0
12
1,891
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
58,971.531
38,017.8438
null
48.5
white
22.796875
30
0.846924
0.793945
3
0
0
no
0.1
0.001
no dnr
12
68
9.798828
120
12
39.09375
254.28125
null
null
1.799805
134
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
3,483
70.29199
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
null
44
73,765.25
50,947.5625
null
43
black
24.796875
48
0.557983
0.445984
5
0
0
no
0.2
0.15
dnr after sadm
22
69
5.599609
114
16
38.5
148
null
null
13.798828
139
7.389648
null
null
null
null
1
<2 mo. follow-up
1
3,484
55.62799
1
male
0
23
60
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$11-$25k
0
71,645.5
47,409.7812
null
38.666657
white
27.398438
30
0.774902
0.701904
2
0
0
no
0
0
no dnr
23
63
11.599609
110
12
38.5
145
2.699707
null
1.199951
128
7.439453
null
null
null
null
0
null
0
3,485
52.293
0
male
0
8
1,887
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
8,464.25
6,247.8789
null
5
black
15.898438
8
0.922974
0.868896
1
0
0
no
0.8
0.6
no dnr
8
90
6.599609
88
20
35.79688
null
3.599609
1.299805
1
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,486
54.78998
0
female
0
3
1,887
CHF
COPD/CHF/Cirrhosis
3
12
null
0
5,985.949
4,069.2969
null
5
black
15.898438
3
0.918945
0.861938
1
0
0
no
null
null
no dnr
3
90
3.799805
94
20
36.29688
320
null
0.799927
1
136
7.449219
null
null
null
0
0
no(M2 and SIP pres)
0
3,487
60.69498
1
female
0
13
470
ARF/MOSF w/Sepsis
ARF/MOSF
5
5
under $11k
0
32,884.094
22,593.8594
null
37.5
black
25.898438
34
0.61792
0.512939
8
0
0
metastatic
0.7
0.5
no dnr
13
91
15.199219
114
8
36.39844
305.6875
null
1.699951
2.099609
136
7.529297
null
null
null
null
0
no(M2 and SIP pres)
0
3,488
80.52594
0
female
0
4
1,887
CHF
COPD/CHF/Cirrhosis
3
null
null
0
6,475.199
4,829.2969
null
14
black
27.699219
36
0.674927
0.503906
1
0
0
no
null
null
no dnr
4
79
7.899414
76
25
36.29688
85
null
0.5
1.899902
135
7.319336
null
null
null
null
null
null
2.589356
3,489
71.15094
1
male
1
49
49
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
null
26
137,788.75
93,939.75
null
39.25
black
19.296875
39
0.786987
0.717896
1
1
0
no
0.9
0.9
dnr after sadm
42
93
7.199219
78
8
35.69531
265.6875
2.799805
0.299988
9.699219
146
7.419922
null
null
null
null
null
<2 mo. follow-up
2.165527
3,490
39.84097
1
male
1
8
8
Cirrhosis
COPD/CHF/Cirrhosis
5
10
$11-$25k
0
31,942.234
21,611.3281
null
46.5
black
25.699219
42
0.814941
0.700928
1
0
0
no
0.1
0.001
dnr after sadm
8
92
4.299805
110
14
36.69531
207.5
1.799805
4.799805
1.799805
134
7.399414
null
null
null
null
1
<2 mo. follow-up
1
3,491
51.61099
1
female
1
44
44
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
0
136,609.375
93,343.875
null
42.5
white
31.898438
48
0.72998
0.645996
1
0
0
no
0.4
0.2
dnr after sadm
30
86
22.898438
112
30
36.59375
160
null
1.299805
6.099609
141
7.299805
null
null
null
null
5
<2 mo. follow-up
5
3,492
63.431
0
female
0
60
1,883
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
150,283.625
100,000.75
null
36.75
white
32
54
0.670898
0.574951
1
0
0
no
0.95
0.92
no dnr
60
67
13.5
188
25
39.09375
76
null
0.799927
1.299805
143
7.449219
null
null
null
null
null
null
2.333008
3,493
68.64899
1
female
0
13
82
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
21,254.391
15,073.5391
null
28
white
25.097656
39
0.748901
0.603882
4
1
0
no
0.6
0.45
no dnr
13
70
8.699219
110
10
35.5
430
null
null
1.299805
131
7.5
null
null
null
null
5
adl>=4 (>=5 if sur)
5
3,494
38.18198
1
female
0
5
100
Colon Cancer
Cancer
1
12
>$50k
0
3,886.5
2,888.7129
null
12
white
20.699219
12
0.816895
0.605957
1
0
0
metastatic
null
null
no dnr
5
91
9.599609
126
16
38.59375
null
null
0.699951
0.5
137
null
null
null
null
null
0
no(M2 and SIP pres)
0
3,495
73.41296
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
44
57,947.938
39,225.5938
null
50
black
43.898438
73
0.059998
0.019997
4
0
0
no
0.1
0.001
dnr after sadm
8
111
9.5
102
13
35.79688
153.3125
2.699707
12.599609
4.199219
126
7.40918
null
null
null
null
null
<2 mo. follow-up
2.482422
3,496
56.45999
0
male
0
117
1,882
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
253,438.625
175,935.75
null
34
white
27.398438
59
0.559937
0.44696
8
0
0
no
0.75
0.6
no dnr
117
67
16.097656
110
36
38.59375
230
2.599609
2.599609
8.5
134
7.319336
null
null
null
null
null
null
2.549316
3,497
62.75998
1
female
0
8
127
Colon Cancer
Cancer
1
16
null
0
6,991.598
4,942.6133
null
8
white
17.898438
11
0.80896
0.591919
1
0
0
metastatic
1
0.5
no dnr
8
90
11.599609
78
18
35.59375
null
null
0.899902
0.799927
140
null
null
null
null
0
0
null
0
3,498
71.62195
1
male
0
24
78
CHF
COPD/CHF/Cirrhosis
3
null
null
0
10,631.492
9,751.5312
null
2.333332
black
22.597656
33
0.807983
0.689941
1
0
0
no
null
null
dnr after sadm
2
110
3.799805
76
20
35.5
null
null
0.799927
3.399902
139
null
null
null
null
null
null
null
2.90918
3,499
83.61096
1
male
0
8
1,230
CHF
COPD/CHF/Cirrhosis
4
null
null
0
4,798.297
4,055.584
null
8
black
23.296875
42
0.745972
0.599976
1
0
0
no
null
null
no dnr
8
67
7.5
64
28
37.29688
null
null
1.099854
2.899902
132
null
null
null
null
null
null
null
3.824219
3,500
83.32397
1
male
0
10
480
ARF/MOSF w/Sepsis
ARF/MOSF
4
23
$11-$25k
0
22,936.141
16,438.5312
null
21
white
29.097656
31
0.497986
0.379944
4
0
1
yes
null
null
dnr after sadm
3
90
15.5
118
24
35.59375
282.5625
2.5
3.599609
0.699951
131
7.449219
null
null
null
2
1
SIP>=30
1