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
7,401
47.75098
0
male
0
4
608
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
6,113
3,234.4648
3,884.89844
7
black
22.5
44
0.882935
0.804932
1
0
0
no
0.9
0.8
no dnr
4
84
4.699219
104
24
38.29688
null
4
3.699707
1.899902
133
null
83
34
2,120
0
0
no(M2 and SIP pres)
0
7,402
56.94199
1
female
0
68
410
CHF
COPD/CHF/Cirrhosis
4
12
$25-$50k
0
151,280
87,473.1875
101,284.438
39.25
white
29.699219
53
0.743896
0.596924
2
0
0
no
0.7
0.55
no dnr
68
80
7.099609
74
30
36.5
390.4375
3.899902
0.799927
1.599854
138
7.469727
35
171
null
null
3
adl>=4 (>=5 if sur)
3
7,403
63.30197
0
male
0
16
609
ARF/MOSF w/Sepsis
ARF/MOSF
5
6
under $11k
0
34,857
0
0
20.333328
white
23.296875
31
0.778931
0.707886
1
1
0
yes
0.1
0.01
no dnr
16
100
13.199219
100
26
35.89844
129.625
4
0.5
1.699951
141
7.379883
140
28
2,200
null
0
no(M2 and SIP pres)
0
7,404
58.69098
0
female
0
5
608
Lung Cancer
Cancer
1
11
under $11k
0
4,652
3,178.8379
3,887.08984
15
white
23.796875
23
0.569946
0.247986
1
0
0
metastatic
0.8
0.6
dnr after sadm
1
121
8.199219
72
40
36
262.5
3.799805
0.5
1.199951
146
7.389648
107
20
542
2
null
no(M2 and SIP pres)
1.838867
7,405
71.92096
0
female
0
6
607
CHF
COPD/CHF/Cirrhosis
4
8
under $11k
0
7,801
4,774.4648
5,682.04688
8
white
12
21
0.890991
0.817993
1
1
0
yes
0.95
0.8
no dnr
6
114
12.798828
126
52
38.59375
280
null
0.599976
2.799805
152
7.449219
181
54
1,645
2
1
no(M2 and SIP pres)
1
7,406
75.47699
1
male
0
8
130
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
0
10,021
6,822.0508
8,633.98438
16
white
25.898438
32
0.56897
0.45697
1
0
0
metastatic
0.8
0.8
no dnr
8
114
25.796875
157
24
38.89844
55
2.599609
1
0.899902
141
7.359375
219
19
3,484
1
1
no(M2 and SIP pres)
1
7,407
62.69098
0
female
0
45
606
Coma
Coma
0
13
>$50k
41
113,273
74,069.0625
86,451.3125
34
white
23.898438
21
0.430969
0.357971
11
0
0
no
0.9
0.9
no dnr
45
125
5.899414
80
20
36.39844
385.6875
null
0.299988
5.899414
137
7.349609
109
70
null
null
0
null
0
7,408
56.435
0
female
0
9
605
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
17,310
11,485.0781
13,180.4141
19.5
black
24
30
0.831909
0.724976
2
0
0
no
0.98
0.9
no dnr
9
116
21
118
14
38.29688
295
3.399902
0.399963
1
136
7.399414
111
6
2,161
0
2
no(M2 and SIP pres)
2
7,409
59.39999
1
female
1
29
29
COPD
COPD/CHF/Cirrhosis
3
10
under $11k
0
56,070
37,395.5938
41,961.5
16
white
24.699219
55
0.778931
0.646973
24
0
0
no
0.1
0.1
dnr before sadm
-15
69
12.5
129
32
39
207.5
2.299805
9.398438
0.899902
143
7.419922
115
18
3,345
2
null
<2 mo. follow-up
1.838867
7,410
29.084
1
female
1
4
4
Coma
Coma
1
9
under $11k
100
13,539
8,298.5625
9,272.60938
48
black
23.898438
45
0.543945
0.474976
2
0
0
no
null
null
no dnr
4
53
14.099609
121
10
39
254
3.199707
0.699951
3.799805
129
7.489258
105
50
388
null
null
<2 mo. follow-up
2.914063
7,411
39.84097
0
male
0
4
603
Cirrhosis
COPD/CHF/Cirrhosis
3
10
under $11k
0
3,907
2,596.8574
2,932.03906
7
white
19
15
0.888916
0.814941
1
0
0
no
0.8
0.8
no dnr
4
115
20.796875
122
10
38.69531
133.3125
2.199707
0.699951
1.199951
132
7.429688
309
24
2,365
null
null
no(M2 and SIP pres)
3.518066
7,412
45.008
0
female
0
17
602
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
44
27,270
17,162.2031
18,743.2188
30
hispanic
27.097656
23
0.684937
0.590942
2
0
0
no
0.8
0.8
no dnr
17
110
8.798828
65
8
38.39844
108.32812
3
1.399902
0.899902
155
7.30957
118
18
1,506
null
7
adl>=4 (>=5 if sur)
7
7,413
45.37198
1
male
0
20
113
COPD
COPD/CHF/Cirrhosis
6
12
under $11k
0
47,996
30,335
34,792.3125
40
white
22.398438
42
0.896973
0.826904
5
1
0
no
0.5
0.2
no dnr
20
115
11.199219
98
28
35.79688
214.28125
3.199707
0.5
1.199951
141
7.30957
90
10
null
null
1
no(M2 and SIP pres)
1
7,414
33.50598
1
female
1
4
4
Coma
Coma
1
12
>$50k
0
25,573
16,683.2969
23,077.0938
25
white
33.09375
62
0.675903
0.618896
5
0
0
no
0.2
0.1
dnr before sadm
-1
90
9.5
93
18
36.09375
null
4.099609
1
1.599854
133
7.419922
122
31
900
null
null
<2 mo. follow-up
1.979736
7,415
59.89899
1
female
1
4
4
Coma
Coma
0
8
under $11k
61
9,295
0
0
43
white
19.898438
17
0.571899
0.504883
1
0
0
no
0
0
dnr after sadm
3
110
6.699219
58
14
36.19531
172
3.099609
0.599976
0.799927
144
7.259766
128
19
1,355
null
null
<2 mo. follow-up
2.181641
7,416
39.47699
1
male
0
4
191
Cirrhosis
COPD/CHF/Cirrhosis
3
11
under $11k
0
3,750
2,512.3398
3,037.93945
8
white
23.199219
28
0.8479
0.750977
1
0
0
no
0.98
0.9
no dnr
4
57
24.398438
97
12
38.09375
96.25
2.199707
0.699951
1.399902
145
7.389648
198
35
2,305
2
null
no(M2 and SIP pres)
1.838867
7,417
57.16898
1
male
0
5
237
CHF
COPD/CHF/Cirrhosis
6
11
under $11k
0
7,378
4,067.5879
4,783.88672
14
white
31.796875
51
0.721924
0.565918
1
1
0
no
0.95
0.95
no dnr
5
79
11.298828
98
20
37.89844
null
2.399902
15.199219
0.5
133
null
118
4
4,600
0
2
no(M2 and SIP pres)
2
7,418
63.90097
1
male
0
36
47
Coma
Coma
0
12
$11-$25k
100
41,951
28,123.5781
31,894.1562
19.75
white
37.195313
34
0.011
0.004
1
0
0
no
0.6
0.3
no dnr
36
116
15.298828
129
32
38.19531
228.5625
3
0.699951
1.099854
136
7.379883
119
9
816
null
7
<2 mo. follow-up
7
7,419
57.01797
1
male
0
5
106
Coma
Coma
1
14
$11-$25k
61
14,711
8,914.6719
10,362.3359
39
white
22.097656
33
0.512939
0.441956
2
0
0
no
0.1
0.02
no dnr
5
119
11.298828
150
28
36.19531
200
null
null
1.799805
136
7.469727
290
35
3,800
null
null
adl>=4 (>=5 if sur)
2.500977
7,420
61.65399
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
39,699
20,316.4531
24,179.2031
44.5
black
27.398438
44
0.730957
0.646973
4
0
0
no
0.7
0.6
no dnr
12
51
1.699951
167
46
34.79688
170
2.599609
20.597656
2.699707
157
7.419922
278
75
3,470
null
0
<2 mo. follow-up
0
7,421
34.86697
0
female
0
5
597
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
0
6,884
4,639.6836
5,557.75
9
white
17.296875
24
0.914917
0.856934
1
0
0
no
0.9
0.8
no dnr
5
128
6.099609
56
27
35.19531
122.5
1.5
0.399963
0.899902
147
7.349609
143
30
6,755
1
null
no(M2 and SIP pres)
1.166748
7,422
48.44098
1
male
0
20
365
Cirrhosis
COPD/CHF/Cirrhosis
1
7
under $11k
41
35,164
22,682.7031
26,663.8906
22.666656
hispanic
30.796875
52
0.487
0.284973
1
0
0
no
0.2
0.1
no dnr
20
78
11
74
20
36.89844
null
null
null
0.899902
136
null
107
8
3,400
null
0
no(M2 and SIP pres)
0
7,423
63.10498
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
under $11k
41
28,143
18,493.375
20,269.7656
31
hispanic
24.796875
39
0.67395
0.577881
1
0
0
no
0.5
0.3
no dnr
16
123
11.298828
114
26
39.19531
148.375
3.099609
0.799927
1.5
139
7.449219
160
33
1,555
null
0
<2 mo. follow-up
0
7,424
43.64099
0
male
0
30
594
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
0
73,868
0
0
33
white
24.597656
29
0.861938
0.813965
1
0
0
no
0.5
0.5
no dnr
30
117
12.599609
106
42
35.09375
233.3125
3.199707
1
0.899902
150
7.429688
123
16
3,410
null
null
null
2.215332
7,425
64.64899
1
female
0
5
53
Lung Cancer
Cancer
1
12
under $11k
0
4,989
3,433.8477
4,810.91797
15
white
49.09375
35
0.008999
0
1
0
0
metastatic
0
0
dnr after sadm
1
119
19.199219
111
10
36.5
80
3.399902
0.299988
1.799805
138
7.419922
292
35
4,150
1
0
<2 mo. follow-up
0
7,426
68.64099
1
female
0
7
124
CHF
COPD/CHF/Cirrhosis
4
12
$11-$25k
9
7,854
5,231.3164
5,545.19922
7
black
18.5
21
0.812988
0.696899
1
0
0
yes
0.7
0.5
dnr before sadm
-1
65
5.699219
69
24
36.09375
220
3.099609
0.799927
0.799927
136
7.469727
98
10
null
null
5
no(M2 and SIP pres)
5
7,427
21.131
0
female
0
4
592
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
4,054
2,702.7734
2,993.41992
7
black
21.398438
16
0.938965
0.895996
1
0
0
no
0.9
0.75
no dnr
4
106
12.099609
111
25
37.29688
180
3.299805
1.299805
0.899902
136
7.5
175
23
1,091
0
1
no(M2 and SIP pres)
1
7,428
58.11899
0
male
0
13
590
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
37,539
22,527.0625
27,545.0156
49.5
black
9.5
41
0.946899
0.908936
1
1
0
no
0.95
0.9
no dnr
13
101
8.199219
98
22
36.79688
307.375
4.399414
0.699951
0.799927
137
7.229492
255
7
700
null
0
no(M2 and SIP pres)
0
7,429
54.00998
0
male
0
19
590
Coma
Coma
1
13
>$50k
0
71,350
45,354.1562
52,174.5938
37
white
16.199219
14
0.827881
0.793945
8
1
0
no
0.9
0.9
no dnr
19
127
19.097656
71
12
36.59375
144
1.199951
1.799805
0.799927
143
7.239258
201
19
3,019
null
0
no(M2 and SIP pres)
0
7,430
66.48895
1
male
0
4
95
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
$11-$25k
0
5,894
3,746.8457
4,455.72656
22
white
22.699219
42
0.819946
0.758911
1
0
0
no
0.6
0.2
no dnr
4
60
18.398438
109
26
38.09375
116.65625
2.199707
4.899414
2.099609
138
7.389648
152
44
1,675
5
null
adl>=4 (>=5 if sur)
3.854981
7,431
83.17896
1
female
1
4
4
Coma
Coma
0
12
null
100
7,201
4,544.6953
5,303.12891
22
white
28.296875
49
0.023998
0.009998
1
0
0
no
null
null
dnr after sadm
2
63
10.398438
116
24
38
180
1.899902
0.199982
0.899902
130
7.439453
277
32
1,150
null
null
<2 mo. follow-up
3.454102
7,432
27.409
1
male
0
9
146
CHF
COPD/CHF/Cirrhosis
2
null
null
0
14,843
7,282.5781
9,345.625
17.5
white
31.796875
42
0.844971
0.744995
1
0
0
no
0.85
0.75
no dnr
9
140
8.5
60
48
38.09375
263.3125
3.399902
0.799927
1.099854
137
7.319336
109
16
1,681
null
null
null
3.241211
7,433
69.88898
0
male
0
4
589
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
3,291
2,203.3281
2,591.50977
6
black
18.898438
16
0.858887
0.766968
1
0
0
no
0.9
0.8
no dnr
4
84
12.199219
72
26
36.09375
190
3.899902
1.199951
0.699951
135
7.399414
209
12
null
0
0
no(M2 and SIP pres)
0
7,434
58.79498
1
female
0
20
130
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
44
63,773
41,674.5312
48,812.1562
31
white
40.796875
70
0.168976
0.084991
7
0
0
no
0.2
0.1
no dnr
20
111
37
139
14
39.09375
90.65625
2.699707
1.199951
1.5
146
7.40918
252
35
23.546875
null
0
null
0
7,435
74.27795
1
female
0
31
243
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
9
75,639
48,561.3438
57,132.5625
37.75
white
18.097656
42
0.688965
0.595947
7
1
0
metastatic
0.5
0.2
no dnr
31
47
11.398438
140
14
39.5
128.75
1.099854
0.899902
1.5
132
7.279297
102
15
2,970
1
null
null
1.166748
7,436
86.396
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
0
22,576
14,125.9297
15,899.0781
25
black
32.398438
51
0.526978
0.41095
1
0
0
no
0.2
0.1
dnr after sadm
9
100
4.099609
85
22
36.79688
null
null
0.299988
1
137
null
97
8
null
null
0
<2 mo. follow-up
0
7,437
44.271
0
male
0
9
587
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
$11-$25k
0
25,203
15,283.0938
17,468.6719
41
white
31
40
0.776978
0.704956
1
1
0
no
0.8
0.7
no dnr
9
124
19.597656
112
38
36.59375
290
3.199707
0.199982
0.799927
138
7.469727
146
12
2,206
null
2
adl>=4 (>=5 if sur)
2
7,438
38.73499
0
male
0
15
586
Cirrhosis
COPD/CHF/Cirrhosis
2
12
null
0
35,055
22,357.8594
26,745.25
22
white
28.597656
50
0.778931
0.646973
1
0
0
no
0.8
0.5
no dnr
15
162
10.199219
118
24
35.29688
137.5
3.099609
1
0.899902
144
7.479492
132
20
4,346
null
0
no(M2 and SIP pres)
0
7,439
77.95996
1
female
1
12
12
Coma
Coma
1
10
under $11k
41
14,080
9,115.1172
10,276.0859
22
white
20.097656
25
0.48999
0.417969
1
0
1
no
0.1
0.05
dnr after sadm
2
125
8
133
24
36.39844
null
3
0.899902
2.099609
137
null
169
48
3,867
null
7
<2 mo. follow-up
7
7,440
70.98395
1
male
1
13
13
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
13,517
9,117.9766
11,650.625
19.5
white
26
66
0.623901
0.519897
2
0
0
yes
0
0
dnr after sadm
2
104
16.796875
112
22
36.59375
296
null
0.799927
0.899902
135
7.5
96
22
900
null
6
<2 mo. follow-up
6
7,441
61.478
0
female
0
23
584
Coma
Coma
1
15
$25-$50k
0
36,243
24,187.8906
26,751.7344
21.666656
white
24.597656
34
0.699951
0.645996
1
0
0
no
0.5
0.5
no dnr
23
82
11
125
24
36
257.125
3
0.799927
0.899902
135
7.469727
96
15
1,025
null
0
SIP>=30
0
7,442
53.15799
0
male
0
15
584
Cirrhosis
COPD/CHF/Cirrhosis
3
7
under $11k
0
14,057
9,531.0156
10,755.0938
10.666664
white
20.898438
21
0.814941
0.699951
1
0
0
no
0.5
0.5
no dnr
15
117
31.898438
65
28
38.19531
144
1.599854
2.899902
1
135
7.349609
199
25
3,110
0
2
no(M2 and SIP pres)
2
7,443
85.28094
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
9
17,283
11,183.0078
11,775.5
30.5
white
21.097656
23
0.75293
0.67395
1
0
0
no
0.9
0.75
dnr after sadm
8
110
12.599609
75
8
35.39844
412.5
null
null
0.699951
131
7.519531
169
10
3,800
3
3
<2 mo. follow-up
3
7,444
66.17896
1
female
1
11
11
MOSF w/Malig
ARF/MOSF
1
null
null
0
44,025
24,229.0469
29,167.9688
43.5
white
32.695313
63
0.304993
0.192993
7
0
0
metastatic
0.3
0.2
dnr after sadm
11
73
14.298828
110
28
38.29688
274.5
1.699951
2
2.099609
147
7.469727
232
60
1,124
null
null
<2 mo. follow-up
2.939941
7,445
42.43399
1
male
1
11
11
Cirrhosis
COPD/CHF/Cirrhosis
5
13
null
0
20,016
12,737.4922
14,695.0938
21
white
28.097656
37
0.765991
0.62793
1
0
0
no
0.9
0.9
no dnr
11
109
5.799805
108
26
36
268
3.799805
3.699707
1.199951
137
7.379883
173
24
null
null
0
<2 mo. follow-up
0
7,446
78.73798
1
female
1
12
12
CHF
COPD/CHF/Cirrhosis
4
8
under $11k
0
12,840
8,583.8594
9,170.48438
21
black
25.796875
35
0.723999
0.56897
1
1
0
no
0.5
0.3
dnr after sadm
7
65
1.5
76
20
35.39844
null
3.199707
1.299805
2
141
null
109
14
1,800
7
null
<2 mo. follow-up
5.199219
7,447
61.09497
1
female
0
9
248
COPD
COPD/CHF/Cirrhosis
3
10
under $11k
0
11,517
6,906.7031
7,655.64844
15.5
black
15.798828
33
0.91394
0.85498
1
0
0
no
0.6
0.4
no dnr
9
131
20.5
126
12
39.19531
224
3.899902
0.699951
0.699951
138
7.509766
197
17
2,270
1
1
SIP>=30
1
7,448
47.50699
0
male
0
19
577
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
under $11k
0
47,910
30,549.9375
33,443.5625
26
white
31.398438
34
0.726929
0.642944
3
0
0
no
0.95
0.75
no dnr
19
118
18.699219
129
40
39.19531
157.5
3.399902
1.899902
0.799927
138
7.459961
234
17
3,132
null
0
no(M2 and SIP pres)
0
7,449
73.60394
1
female
0
8
333
CHF
COPD/CHF/Cirrhosis
4
8
under $11k
0
7,122
4,773.0312
5,323.27734
7
black
13.398438
10
0.899902
0.832886
1
1
0
no
0.8
0.8
no dnr
8
75
8.798828
129
32
36.5
288.875
null
null
3.199707
137
7.479492
111
40
2,512
1
0
SIP>=30
0
7,450
82.78198
1
male
0
28
90
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
under $11k
9
45,892
30,361.7188
35,400.6875
24
black
30.597656
60
0.555908
0.442993
1
0
1
no
0.5
0.5
no dnr
28
63
9.699219
66
8
36.59375
272.5
2.799805
1.199951
0.5
139
7.439453
136
15
2,677
null
6
adl>=4 (>=5 if sur)
6
7,451
54.853
0
female
0
4
577
Colon Cancer
Cancer
1
12
null
0
6,463
4,173.7656
4,692.61719
null
white
0.199982
6
0.954956
0.891968
1
0
0
metastatic
null
null
no dnr
4
63
12
114
28
39.29688
null
2.699707
1
1.099854
133
null
102
10
4,125
null
null
no(M2 and SIP pres)
1.472656
7,452
62.5
0
female
0
7
576
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
19,388
12,000.6562
13,733.0234
21
white
23.898438
28
0.815918
0.754883
1
0
0
no
0.75
0.6
no dnr
7
103
5.099609
60
21
35.09375
null
3.099609
0.699951
1.5
137
null
187
16
1,525
null
0
no(M2 and SIP pres)
0
7,453
84.646
0
female
0
15
576
CHF
COPD/CHF/Cirrhosis
4
4
under $11k
9
13,008
9,023.8516
9,848.90625
13.333328
white
16.597656
26
0.819946
0.706909
1
1
0
no
0.5
0.3
dnr before sadm
-1
119
6
77
20
36.59375
null
4.299805
0.599976
1.599854
140
null
122
17
3,550
3
2
SIP>=30
2
7,454
50.53799
1
male
1
5
5
Coma
Coma
2
16
under $11k
89
14,516
9,036.8359
9,986.4375
49
black
24
37
0.409973
0.335999
1
0
0
no
0.4
0.1
dnr after sadm
5
69
12.898438
131
24
37.79688
336.625
null
1.299805
0.199982
132
7.489258
118
3
1,594
null
1
<2 mo. follow-up
1
7,455
75.59796
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
61
12,337
7,863.7266
8,592.11719
37
white
29.796875
48
0.363953
0.245972
1
0
0
no
0.7
0.5
dnr after sadm
2
77
12.298828
96
18
36
null
2.199707
6.5
0.699951
131
null
81
8
null
null
0
<2 mo. follow-up
0
7,456
68.96594
0
male
0
25
573
CHF
COPD/CHF/Cirrhosis
6
12
null
0
29,136
19,419.5469
23,130.3438
12.5
white
24.097656
25
0.75
0.605957
1
1
0
yes
0.95
0.8
no dnr
25
120
17.796875
69
12
38.5
224
2.5
1.5
0.899902
142
7.459961
96
27
2,210
4
3
SIP>=30
3
7,457
71.72095
0
male
0
12
572
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
37,137
20,216.1875
23,895.5469
27.5
white
20.898438
30
0.634888
0.532959
7
0
0
no
0.35
0.3
no dnr
12
70
24.796875
107
11
36.69531
252.5
2
6.399414
1.399902
132
7.479492
137
36
3,431
null
0
no(M2 and SIP pres)
0
7,458
79.53198
1
female
0
8
178
CHF
COPD/CHF/Cirrhosis
3
5
under $11k
9
5,455
3,881.6113
4,427.47656
5.5
white
21.898438
23
0.761963
0.621948
1
1
0
no
0.65
0.6
no dnr
8
56
11.099609
101
42
38.79688
177.5
2.5
1.199951
0.699951
140
7.449219
110
17
2,700
null
0
SIP>=30
0
7,459
64.23798
0
female
0
10
569
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
36,752
23,325.2969
26,899.4062
19.5
black
27.097656
35
0.69397
0.602905
11
1
0
no
0.95
0.95
no dnr
10
62
16.597656
114
24
38.19531
350
1.699951
0.599976
1.099854
133
7.40918
102
24
1,808
0
0
no(M2 and SIP pres)
0
7,460
32.76398
1
male
0
15
47
MOSF w/Malig
ARF/MOSF
2
12
under $11k
0
26,332
17,805.6875
22,948.1094
18.333328
black
22.898438
41
0.757935
0.681885
1
0
0
yes
0.3
0.1
dnr after sadm
3
117
4.5
51
24
38.59375
118.35938
3.199707
3.199707
0.699951
141
7.469727
146
19
2,688
0
4
<2 mo. follow-up
4
7,461
48.92499
1
female
1
5
5
Coma
Coma
3
12
under $11k
89
9,953
6,292.3242
7,186.60938
28
black
26.199219
53
0.362
0.28894
1
0
0
no
0.5
0.2
dnr after sadm
3
66
10.298828
128
10
37.59375
170
2
2.199707
1
138
7.449219
111
15
1,830
null
null
<2 mo. follow-up
3.470215
7,462
61.39398
0
female
0
6
566
CHF
COPD/CHF/Cirrhosis
4
null
null
0
7,346
4,556.8477
5,523.05859
12
black
17.097656
25
0.896973
0.827881
1
1
0
no
0.7
0.6
no dnr
6
65
4.199219
106
28
36
283.3125
2.599609
0.399963
0.599976
132
7.289062
320
34
2,275
0
1
no(M2 and SIP pres)
1
7,463
48.87299
0
male
0
36
566
ARF/MOSF w/Sepsis
ARF/MOSF
5
10
under $11k
9
66,240
0
0
19
black
25
44
0.823975
0.763916
1
1
1
no
0.5
0.5
no dnr
36
53
14.099609
131
15
39.19531
308
3.099609
1.099854
1.299805
134
7.439453
147
41
975
null
0
no(M2 and SIP pres)
0
7,464
62.02298
1
male
0
3
490
Cirrhosis
COPD/CHF/Cirrhosis
2
8
under $11k
0
6,203
3,106.6641
3,592.58984
null
white
16.398438
13
0.830933
0.723999
1
0
0
no
null
null
no dnr
3
67
9.5
64
40
35.29688
356.625
4.099609
1
0.5
123
7.5
96
17
2,323
null
null
no(M2 and SIP pres)
2.266113
7,465
67.79199
1
female
0
5
32
COPD
COPD/CHF/Cirrhosis
4
7
null
0
7,180
4,506.6172
4,952.81641
14
black
25.597656
28
0.777954
0.644897
1
0
0
no
null
null
no dnr
5
76
6.399414
122
22
36.19531
460
4.199219
2.299805
2.299805
134
7.349609
105
25
5,105
0
0
<2 mo. follow-up
0
7,466
38.35999
1
male
0
7
319
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
5,947
4,122.4805
4,469.23828
10.5
black
18.398438
13
0.929932
0.880981
1
0
0
no
0.5
0.3
no dnr
7
66
15.298828
146
40
36
177.125
3.099609
1.099854
0.899902
146
7.30957
229
20
1,900
0
0
no(M2 and SIP pres)
0
7,467
76.82397
0
female
0
6
565
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
7,858
4,810.7148
5,371.16797
19
black
17.199219
18
0.839966
0.737915
1
0
0
no
0.7
0.6
no dnr
6
129
7.699219
136
10
38.5
130
2.5
0.399963
0.799927
143
7.469727
141
21
3,895
0
1
no(M2 and SIP pres)
1
7,468
34.63699
1
male
0
6
384
Colon Cancer
Cancer
1
12
$11-$25k
0
7,318
4,904.5078
7,358.72656
13
white
18.898438
24
0.844971
0.657959
1
0
0
metastatic
0.5
0.3
no dnr
6
58
3.899902
77
21
36.09375
120.40625
null
0.799927
0.699951
137
7.429688
198
6
null
0
null
null
0.494751
7,469
73.19397
1
female
0
10
157
Colon Cancer
Cancer
3
5
under $11k
0
10,796
7,406.375
9,335.21875
19
black
24.699219
17
0.660889
0.358948
1
1
0
metastatic
0.75
0.5
no dnr
10
117
8.199219
71
24
36.09375
null
4.199219
0.699951
1.399902
144
null
95
26
1,050
0
null
SIP>=30
0.494751
7,470
85.95197
0
male
0
4
564
CHF
COPD/CHF/Cirrhosis
1
6
under $11k
0
3,808
2,535.5977
2,596.00977
7
black
15.5
22
0.848999
0.751953
1
0
0
no
0.9
0.8
no dnr
4
70
4.799805
114
16
37.79688
null
4.099609
0.399963
1
133
null
178
12
null
5
4
no(M2 and SIP pres)
4
7,471
87.90399
0
male
0
8
563
CHF
COPD/CHF/Cirrhosis
1
5
under $11k
9
7,083
4,946.9805
5,425.63672
9.5
black
20.5
13
0.745972
0.599976
1
0
0
no
0.8
0.7
no dnr
8
133
10.699219
144
28
36.59375
157.5
2.299805
0.5
2.399902
164
7.319336
402
42
3,100
0
0
SIP>=30
0
7,472
85.89697
1
male
0
11
124
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
$11-$25k
44
9,573
6,428.7617
6,999.28906
14.5
white
32
50
0.315979
0.202972
1
0
0
no
0.6
0.4
dnr before sadm
-1
58
null
107
24
36.89844
null
null
null
null
140
null
null
null
3,475
null
7
adl>=4 (>=5 if sur)
7
7,473
46.71899
1
male
0
33
413
Colon Cancer
Cancer
1
16
>$50k
0
40,332
28,580.7031
33,931.5625
18.25
white
11.298828
2
0.901978
0.773926
1
0
0
metastatic
1
0.7
no dnr
33
72
0.699951
76
20
37.5
null
2.5
0.699951
1.199951
127
null
136
13
2,000
null
0
no(M2 and SIP pres)
0
7,474
76.34497
1
male
1
25
25
Colon Cancer
Cancer
1
11
$11-$25k
0
45,699
31,086.625
37,519.5938
20.75
white
21.296875
19
0.7229
0.447998
1
0
0
metastatic
1
0.8
no dnr
25
129
15.5
60
26
36.09375
347.5625
null
null
0.599976
154
7.479492
208
8
3,715
0
0
<2 mo. follow-up
0
7,475
47.00598
1
male
0
5
155
COPD
COPD/CHF/Cirrhosis
1
16
under $11k
44
6,784
4,249.8789
4,404.69922
31
hispanic
19.199219
29
0.871948
0.786987
1
0
0
no
0.8
0.8
dnr before sadm
-1
65
10.099609
143
24
37.59375
304.75
null
null
0.799927
128
7.389648
122
8
2,010
4
6
SIP>=30
6
7,476
55.80798
0
female
0
6
554
COPD
COPD/CHF/Cirrhosis
3
9
under $11k
0
7,740
4,909.0391
5,477.81641
17
black
27.296875
34
0.825928
0.715942
1
1
0
no
1
0.58
no dnr
6
130
16.398438
150
28
36.29688
235.6875
3.699707
0.399963
0.699951
141
7.459961
124
14
715
5
0
no(M2 and SIP pres)
0
7,477
63.60797
1
male
0
15
58
Lung Cancer
Cancer
2
11
$11-$25k
9
14,862
10,421.2578
13,229.8594
12.333328
hispanic
22.097656
31
0.555908
0.232971
1
0
0
metastatic
0.4
0.1
dnr after sadm
1
172
18.699219
195
8
41
336
3.599609
0.799927
1.199951
143
7.269531
120
14
3,976
6
3
<2 mo. follow-up
3
7,478
65.599
1
male
0
30
31
MOSF w/Malig
ARF/MOSF
3
5
under $11k
9
104,257
70,112.8125
84,650.75
21.25
black
31.796875
83
0.317993
0.203979
53
0
0
yes
0.6
0.25
dnr after sadm
1
101
3.799805
72
16
36.69531
null
2.5
4.899414
0.699951
136
null
107
8
null
null
2
<2 mo. follow-up
2
7,479
53.26199
0
male
0
136
553
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
>$50k
0
416,335
null
null
45
white
33.195313
40
0.643921
0.542969
5
0
0
no
0.99
1
no dnr
136
116
9.898438
104
11
37.69531
118.32812
2.799805
0.599976
0.5
141
7.369141
95
5
1,963
null
1
adl>=4 (>=5 if sur)
1
7,480
22.648
0
male
0
52
554
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
159,204
100,065.688
118,378.562
52.25
white
32
52
0.822998
0.762939
2
0
0
no
0.8
0.8
no dnr
52
67
11.898438
122
12
37.89844
246.65625
3.699707
1.099854
1.899902
132
7.539062
234
70
2,095
null
0
SIP>=30
0
7,481
59.17297
0
male
0
5
555
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
4,299
2,597.7227
3,152.33984
11
black
13.199219
20
0.927979
0.876953
1
0
0
no
0.5
0.4
no dnr
5
123
22.5
176
44
39.19531
420
2.799805
1.599854
4.699219
153
7.489258
185
68
1,415
0
null
no(M2 and SIP pres)
0.494751
7,482
53.24799
0
female
0
48
550
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
under $11k
9
150,933
98,468.1875
116,750.062
45
white
25.398438
62
0.754883
0.677979
8
0
0
no
0.5
0.5
no dnr
48
137
19.398438
70
9
39.5
177.5
3.699707
0.5
1.399902
144
7.469727
156
18
4,134
null
0
null
0
7,483
51.836
0
male
0
22
548
Coma
Coma
0
12
>$50k
55
55,578
35,750.125
40,241.9688
35
black
21.898438
37
0.565918
0.498962
4
0
0
no
0.75
0.75
no dnr
22
77
4.599609
104
16
37.69531
null
2.899902
9.298828
0.699951
137
null
93
8
2,500
null
0
SIP>=30
0
7,484
74.58997
1
female
1
6
6
Coma
Coma
1
2
under $11k
89
22,804
14,215.2188
16,506.2188
27
white
18.097656
27
0.204987
0.143982
3
0
0
yes
1
1
dnr after sadm
6
119
13.798828
120
23
36.19531
104
3.399902
0.599976
2.199707
134
7.469727
160
33
1,725
null
null
<2 mo. follow-up
2.774414
7,485
63.34299
1
male
0
5
203
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
5,817
3,469.6367
3,921.60938
9
black
24.097656
24
0.817993
0.704956
1
0
0
no
0.9
0.85
no dnr
5
28
9.898438
62
28
38.59375
324.9375
3.399902
1
0.699951
138
7.439453
137
11
1,213
1
1
no(M2 and SIP pres)
1
7,486
55.34598
1
male
0
12
53
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
9
9,537
6,663.3281
7,567.6875
12
white
22.398438
18
0.845947
0.747925
1
1
0
no
0.9
0.7
no dnr
12
123
15.898438
108
30
39.5
380
3.299805
2.299805
1
143
7.489258
147
28
1,600
null
5
<2 mo. follow-up
5
7,487
38.58197
0
male
0
7
546
Cirrhosis
COPD/CHF/Cirrhosis
4
14
under $11k
0
10,237
6,853.0312
8,438.92969
5
white
26.796875
38
0.792969
0.666992
2
0
0
no
0.8
0.7
no dnr
7
162
10.298828
113
12
38.59375
172
null
null
2.899902
138
7.399414
151
49
4,455
1
null
no(M2 and SIP pres)
1.166748
7,488
64.70398
1
male
0
13
143
Cirrhosis
COPD/CHF/Cirrhosis
4
6
under $11k
0
13,719
9,278.8438
10,212.3359
13.5
white
29.796875
19
0.549927
0.352966
1
0
0
no
1
0.8
dnr after sadm
7
70
4
106
28
37.69531
null
2.299805
0.599976
0.799927
140
null
91
8
2,500
1
2
SIP>=30
2
7,489
36.71198
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
37
35,488
22,316.1406
26,808.4375
26
white
35.796875
62
0.576904
0.46698
1
0
0
no
0.6
0.6
dnr after sadm
15
131
11.298828
120
10
38.19531
140
2.899902
10.5
0.799927
136
7.509766
112
21
2,050
null
5
<2 mo. follow-up
5
7,490
72.48499
1
female
0
16
22
Colon Cancer
Cancer
1
12
under $11k
0
11,836
8,465.2109
11,449.9375
10
black
13.298828
26
0.850952
0.669922
1
0
0
metastatic
0
0
dnr before sadm
-1
145
14.199219
62
8
36.29688
390.4375
2.5
0.799927
1.899902
152
7.489258
107
82
2,561
1
null
<2 mo. follow-up
1.166748
7,491
56.49298
1
male
0
5
235
Cirrhosis
COPD/CHF/Cirrhosis
4
12
$25-$50k
0
13,141
null
null
22
white
22.796875
31
0.767944
0.630981
1
1
0
no
0.75
0.75
no dnr
5
124
8
113
10
39.39844
130
2.799805
2.899902
1.199951
139
7.40918
115
13
2,421
0
null
null
0.494751
7,492
49.34698
0
female
0
6
543
CHF
COPD/CHF/Cirrhosis
4
11
under $11k
0
11,578
5,765.3867
6,861.23828
22
white
19.5
37
0.903931
0.838989
1
0
0
no
0.95
0.9
no dnr
6
74
18.5
118
20
35.79688
null
1.899902
0.599976
0.699951
122
null
70
14
1,750
0
0
no(M2 and SIP pres)
0
7,493
53.24298
0
male
0
3
543
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
3,076
2,029.4961
2,443.42969
null
black
14.798828
18
0.927979
0.876953
1
0
0
no
null
null
no dnr
3
111
3.399902
88
20
37.09375
275
3.199707
2.099609
1.299805
133
7.439453
72
22
2,470
0
null
no(M2 and SIP pres)
0.494751
7,494
68.21899
0
female
0
44
542
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
123,039
77,160.75
86,696.3125
44.25
white
34.09375
63
0.45697
0.337952
4
0
0
yes
0.25
0.25
no dnr
44
80
8.199219
108
28
37
485.6875
3.699707
4.799805
1.299805
139
7.429688
88
14
2,000
null
0
adl>=4 (>=5 if sur)
0
7,495
66.18195
0
female
0
17
541
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
43,734
30,188.2969
33,609.8125
17
white
23.898438
31
0.707886
0.618896
17
1
0
no
null
null
no dnr
17
63
7.199219
75
12
38.29688
231
1.799805
1
1.099854
138
7.339844
271
18
1,525
null
null
SIP>=30
3.142578
7,496
72.28699
1
male
0
110
541
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
37
282,321
176,853.25
200,491
41.5
white
19.699219
45
0.689941
0.5979
6
0
0
no
0.8
0.8
dnr after sadm
17
136
12.898438
70
11
38.5
317.5
3.299805
1.599854
0.799927
134
7.40918
167
14
2,965
null
0
adl>=4 (>=5 if sur)
0
7,497
71.797
1
male
1
15
15
MOSF w/Malig
ARF/MOSF
1
12
$25-$50k
0
67,318
41,797.9062
50,255.4688
52.666657
black
37.59375
91
0.323975
0.209991
1
0
0
yes
0.2
0.1
dnr after sadm
9
61
5.699219
80
22
35.79688
242.84375
2.099609
1.099854
0.799927
127
7.579102
203
18
null
null
0
<2 mo. follow-up
0
7,498
76.75299
1
female
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
5
null
under $11k
9
13,099
8,319.3828
9,452.98438
31
black
27.898438
64
0.656982
0.55896
1
0
1
no
0.5
0.4
dnr after sadm
1
173
27
22
8
35.89844
193.3125
null
1.799805
1.099854
140
7.459961
331
21
1,554
null
1
<2 mo. follow-up
1
7,499
64.16394
0
male
0
13
537
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
$25-$50k
26
29,954
19,255.5625
22,363.8906
42.5
white
27.398438
42
0.574951
0.464966
2
0
0
yes
0.8
0.8
no dnr
13
78
10
124
24
35.79688
null
3.099609
2
0.5
128
null
83
27
425
null
1
null
1
7,500
44.20297
0
female
0
19
536
Cirrhosis
COPD/CHF/Cirrhosis
5
11
under $11k
9
67,791
45,628.75
53,735.25
18.333328
white
27.097656
60
0.652954
0.475952
27
0
0
no
0.1
0.05
no dnr
19
80
10.099609
60
22
36
null
3.699707
1.799805
1.599854
140
null
96
21
null
null
7
no(M2 and SIP pres)
7