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
4,401
71.66095
1
male
0
11
313
Colon Cancer
Cancer
2
18
under $11k
0
20,083
11,667.2031
10,053
7.5
hispanic
17.597656
13
0.795898
0.56897
1
0
0
metastatic
null
null
no dnr
11
103
12
84
16
36.59375
null
3.899902
0.599976
0.899902
139
null
140
8
4,150
null
1
no(M2 and SIP pres)
1
4,402
70.59497
1
male
0
17
26
MOSF w/Malig
ARF/MOSF
1
17
null
0
44,516
null
null
21.666656
white
30.097656
42
0.5
0.382996
3
0
0
yes
0.8
0.7
no dnr
17
57
0.099991
146
27
35.89844
177.5
2.199707
0.799927
4.5
142
7.349609
209
97
185
null
1
<2 mo. follow-up
1
4,403
47.75598
1
male
1
7
7
Coma
Coma
1
null
null
44
20,038
null
null
24
black
20.796875
35
0.716919
0.664917
1
0
0
no
null
null
dnr after sadm
4
117
11.599609
134
21
37.09375
274.25
null
0.5
2.099609
135
7.369141
97
67
2,030
null
null
<2 mo. follow-up
1.883301
4,404
49.52197
0
female
0
9
1,026
MOSF w/Malig
ARF/MOSF
1
14
$25-$50k
0
53,838
null
null
16.5
white
25.296875
43
0.540894
0.426941
9
0
0
metastatic
null
null
no dnr
9
117
10.5
64
10
38.39844
312
null
null
0.599976
141
7.399414
111
7
4,050
0
1
no(M2 and SIP pres)
1
4,405
67.50397
1
female
0
8
64
Lung Cancer
Cancer
1
14
>$50k
0
12,570
null
null
18
white
28.5
13
0.406982
0.107986
1
0
0
metastatic
null
null
no dnr
8
130
7.5
116
26
36
323.3125
null
0.599976
1.5
138
7.399414
253
44
2,350
6
7
null
7
4,406
45.89999
1
male
0
12
212
Lung Cancer
Cancer
0
10
$11-$25k
0
10,337
null
null
7
hispanic
28.796875
12
0.472961
0.156982
1
0
0
metastatic
0.8
0.6
no dnr
12
71
6.699219
54
20
36.5
null
null
null
1.199951
138
null
72
12
2,160
0
0
no(M2 and SIP pres)
0
4,407
35.099
0
male
0
15
1,025
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
61
50,602
null
null
18
white
30.597656
52
0.611938
0.505981
1
0
0
no
0.6
0.5
no dnr
15
69
10.599609
70
12
36.5
253.3125
null
null
0.899902
134
7.469727
130
23
1,170
null
5
SIP>=30
5
4,408
50.43399
1
female
0
25
61
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
0
155,353
null
null
33.25
black
29.5
54
0.700928
0.610962
20
0
0
no
0.6
0.5
no dnr
25
76
16.898438
126
32
37.69531
105
null
null
1
137
7.479492
134
22
3,320
null
0
null
0
4,409
65.23999
1
male
1
58
58
MOSF w/Malig
ARF/MOSF
1
16
$25-$50k
44
205,279
null
null
33.5
white
32.296875
57
0.161987
0.079987
14
0
0
yes
null
null
dnr after sadm
49
58
11
96
36
36.59375
304
null
null
2.099609
133
7.509766
165
60
4,485
null
0
<2 mo. follow-up
0
4,410
74.57397
1
female
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
93,795
null
null
41
white
45
76
0.078995
0.029999
20
0
0
yes
0.2
0.05
no dnr
5
73
5.799805
70
16
36.5
null
3.899902
1.899902
1.299805
136
null
155
25
1,400
null
1
<2 mo. follow-up
1
4,411
67.81696
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
>$50k
0
53,038
null
null
47
white
49
82
0.155975
0.075989
2
0
0
no
0.6
0.4
dnr after sadm
6
79
10
70
20
36.79688
null
null
0.899902
1.5
142
null
153
22
null
null
0
<2 mo. follow-up
0
4,412
79.21698
0
female
0
71
1,023
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
$11-$25k
0
175,574
120,693.125
87,405
40.25
white
27.398438
37
0.688965
0.596924
1
0
0
no
0.5
0.45
no dnr
71
103
9.398438
114
35
36.39844
433.3125
null
null
0.899902
131
7.429688
343
13
1,555
null
0
SIP>=30
0
4,413
70.75696
1
male
1
8
8
COPD
COPD/CHF/Cirrhosis
0
3
$11-$25k
41
39,964
null
null
35.5
white
27.097656
43
0.490967
0.28894
6
0
0
no
0.25
0.05
dnr after sadm
4
63
6.299805
116
20
38.19531
null
null
0.599976
0.599976
139
null
96
8
null
null
0
<2 mo. follow-up
0
4,414
65.74097
0
male
0
40
1,021
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
144,457
96,665.3125
75,360
24.5
white
22.5
27
0.778931
0.706909
8
0
0
no
0.5
0.45
no dnr
40
73
8.398438
66
28
36
null
null
0.799927
3.599609
136
null
196
92
1,030
null
0
no(M2 and SIP pres)
0
4,415
63.33197
1
male
0
8
143
Colon Cancer
Cancer
1
9
$25-$50k
0
10,891
null
null
10
white
14.5
5
0.850952
0.669922
1
0
0
metastatic
null
null
no dnr
8
145
7
146
24
38.09375
596
3
0.5
0.899902
137
7.449219
98
4
3,300
1
0
no(M2 and SIP pres)
0
4,416
64.63196
1
female
0
14
29
MOSF w/Malig
ARF/MOSF
1
11
null
0
50,961
null
null
20.666656
white
20.097656
35
0.642944
0.541992
10
0
0
metastatic
0.1
0
dnr after sadm
3
41
2.399902
126
18
35.79688
115
2
6.599609
2
133
7.329102
42
31
360
null
0
<2 mo. follow-up
0
4,417
58.59799
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
2
0
under $11k
0
47,649
null
null
48
white
36.5
44
0.201996
0.108994
9
1
0
metastatic
0.4
0.1
dnr after sadm
3
134
14.5
120
34
36.39844
226.65625
null
0.399963
2.899902
138
7.239258
155
61
2,070
null
7
<2 mo. follow-up
7
4,418
56.63199
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
9
77,474
null
null
41.5
white
23
29
0.782959
0.712891
7
0
0
no
null
null
dnr after sadm
6
112
22.597656
67
20
36.79688
null
3.299805
1
1.299805
136
null
93
16
700
null
0
<2 mo. follow-up
0
4,419
84.50696
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
57,715
null
null
34.5
white
25.597656
45
0.629883
0.527954
8
0
0
no
null
null
dnr after sadm
2
78
7.199219
75
22
34.69531
450
null
null
1.399902
138
7.459961
101
23
1,450
null
null
<2 mo. follow-up
3.116211
4,420
71.02496
1
female
1
7
7
Coma
Coma
0
13
null
100
21,937
null
null
26.5
black
20.597656
38
0.242981
0.176971
1
0
0
no
0.05
0.05
dnr after sadm
4
116
11
160
10
38.19531
266.625
null
null
0.899902
128
7.489258
144
16
2,700
null
0
<2 mo. follow-up
0
4,421
55.22498
0
male
0
7
1,017
COPD
COPD/CHF/Cirrhosis
1
null
null
0
7,268
null
null
7
black
13.798828
27
0.938965
0.895996
1
0
0
no
0.8
0.6
no dnr
7
73
8.099609
130
22
37.69531
212.5
2.599609
1.599854
0.899902
137
7.389648
107
18
1,000
0
1
no(M2 and SIP pres)
1
4,422
76.81897
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$11-$25k
26
53,023
null
null
39.5
white
38
56
0.15097
0.072998
5
0
0
yes
0.5
0.4
dnr after sadm
6
136
14.199219
126
30
37.89844
127.5
2.399902
0.399963
1.199951
143
7.399414
181
56
2,390
null
1
<2 mo. follow-up
1
4,423
69.17499
0
male
0
69
1,016
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
176,045
118,669.938
107,170
25
white
34.296875
41
0.528931
0.41394
4
0
0
no
0.9
0.8
no dnr
69
49
10.5
134
35
36.09375
39
null
0.399963
0.399963
128
7.419922
169
12
1,835
null
6
adl>=4 (>=5 if sur)
6
4,424
29.59299
1
female
0
20
507
MOSF w/Malig
ARF/MOSF
3
12
$11-$25k
0
62,432
null
null
20
white
24.5
51
0.662964
0.564941
10
0
0
yes
0.8
0.75
no dnr
20
109
21.5
60
8
38.19531
214.28125
2.799805
null
0.599976
134
7.439453
94
16
1,390
1
0
no(M2 and SIP pres)
0
4,425
66.18195
1
female
0
12
58
Colon Cancer
Cancer
1
12
$11-$25k
0
15,025
null
null
16
white
25
19
0.674927
0.377991
1
0
0
metastatic
0.75
0.5
no dnr
12
79
14.199219
66
22
36.69531
245.6875
null
null
5.599609
141
7.429688
207
50
483
0
0
<2 mo. follow-up
0
4,426
67.93994
1
male
0
9
227
Lung Cancer
Cancer
2
10
under $11k
0
11,082
null
null
9.5
black
21.5
39
0.599976
0.281982
1
0
0
metastatic
0.7
0.4
no dnr
9
131
16.5
154
25
34.5
90
1.5
0.299988
3.199707
135
7.439453
271
41
165
1
4
no(M2 and SIP pres)
4
4,427
29.09499
0
male
0
6
1,014
CHF
COPD/CHF/Cirrhosis
3
10
null
0
2,940
null
null
7
black
19
23
0.939941
0.897949
1
0
0
no
null
null
no dnr
6
111
18.398438
134
36
36.5
115
null
1.899902
1
142
7.40918
288
21
1,270
0
0
SIP>=30
0
4,428
63.573
0
male
0
12
1,013
Colon Cancer
Cancer
1
3
under $11k
0
32,942
18,734.1562
17,499
22.5
other
38.59375
21
0.317993
0.057999
1
0
0
metastatic
null
null
no dnr
12
74
11
80
30
36.89844
246
2.699707
null
0.5
117
7.5
106
9
2,840
0
0
no(M2 and SIP pres)
0
4,429
72.71497
1
female
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
67,741
null
null
23
white
27.597656
56
0.625977
0.521973
21
0
0
no
0.3
0.15
dnr after sadm
5
103
4.099609
110
9
37.89844
225.6875
null
0.699951
3.599609
143
7.329102
91
81
2,357
null
5
<2 mo. follow-up
5
4,430
60.01398
0
male
0
20
1,012
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
94,502
63,838.9688
52,158
24
white
30.5
44
0.667969
0.571899
5
0
0
no
0.6
0.6
no dnr
20
69
19.699219
76
31
36.59375
433.3125
null
0.899902
3.299805
138
7.449219
103
98
1,835
null
null
no(M2 and SIP pres)
2.320313
4,431
71.66895
0
male
0
9
1,012
CHF
COPD/CHF/Cirrhosis
2
null
null
0
10,752
null
null
9
white
21.296875
23
0.824951
0.714966
1
0
0
no
0.8
0.8
no dnr
9
73
1.799805
116
32
35.39844
92.29688
null
19.597656
3.799805
128
7.449219
177
106
4,090
null
null
null
2.635742
4,432
30.853
0
male
0
9
1,012
ARF/MOSF w/Sepsis
ARF/MOSF
0
1
$25-$50k
0
14,503
null
null
15.5
white
20.296875
16
0.920898
0.891968
1
0
0
no
1
1
no dnr
9
87
27.398438
206
34
38.5
130
3.299805
6.899414
4
126
7.329102
668
86
107
0
0
no(M2 and SIP pres)
0
4,433
47.09399
0
female
0
29
1,012
ARF/MOSF w/Sepsis
ARF/MOSF
1
17
null
9
48,037
null
null
21.5
white
22.398438
42
0.859985
0.810913
1
0
0
no
0.8
0.8
no dnr
29
53
16.097656
76
29
38
146.9375
1.799805
4.599609
1.199951
148
7.449219
81
19
3,770
null
0
SIP>=30
0
4,434
49.35199
0
male
0
4
1,012
CHF
COPD/CHF/Cirrhosis
3
14
>$50k
0
5,036
null
null
6
hispanic
20
15
0.899902
0.831909
1
0
0
no
null
null
no dnr
4
108
6.899414
96
22
38.69531
null
3.599609
0.599976
0.899902
136
null
69
14
3,700
0
null
no(M2 and SIP pres)
0.494751
4,435
59.35397
0
male
0
29
1,009
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
null
0
96,798
58,078.9375
53,137
27.5
white
22
32
0.837891
0.782959
2
1
0
no
0.3
0.2
no dnr
29
77
7.399414
54
22
36.19531
270
2.729981
null
4.199219
131
7.529297
82
64
2,190
null
0
no(M2 and SIP pres)
0
4,436
81.78796
0
female
0
8
1,009
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
null
9
30,732
null
null
10.5
white
21.398438
36
0.731934
0.648926
3
0
0
no
0.95
0.9
no dnr
8
56
15.5
106
10
36.59375
324
2.5
4.599609
3.799805
145
7.30957
95
62
2,367
null
1
no(M2 and SIP pres)
1
4,437
74.56494
0
male
0
18
1,009
ARF/MOSF w/Sepsis
ARF/MOSF
0
3
$11-$25k
0
65,352
null
null
30.666656
black
29.597656
33
0.666992
0.569946
1
0
0
no
0.5
0.4
no dnr
18
103
8.199219
116
26
36.79688
211.40625
3.299805
null
8.199219
133
7.329102
184
103
1,260
null
0
no(M2 and SIP pres)
0
4,438
19.866
0
female
0
26
1,009
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
44,245
27,406.2344
26,054
15.5
white
24.296875
30
0.912964
0.880981
1
0
0
no
0.9
0.9
no dnr
26
73
3
114
24
36.79688
null
2
13.798828
0.699951
129
null
160
9
3,050
3
4
no(M2 and SIP pres)
4
4,439
54.17398
1
male
0
6
459
Colon Cancer
Cancer
1
12
>$50k
0
9,281
null
null
10
white
17.5
12
0.829956
0.630981
1
0
0
metastatic
null
null
no dnr
6
129
13.199219
96
55
36.09375
292
null
null
0.699951
135
7.389648
184
21
1,480
0
1
no(M2 and SIP pres)
1
4,440
72.38098
1
male
1
63
63
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
null
0
215,817
140,466
116,142
30
white
23.199219
24
0.758911
0.682983
4
1
0
no
0.6
0.55
dnr after sadm
61
117
25.699219
106
30
35.69531
172.5
null
null
1.199951
143
7.479492
124
31
2,830
0
0
null
0
4,441
39.11298
1
female
1
65
65
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
211,744
147,594.125
121,504
33.5
black
37.398438
76
0.622925
0.518921
5
0
0
no
0.4
0.4
dnr after sadm
54
89
8.599609
94
24
36.89844
309.5
2.799805
0.599976
0.599976
140
7.40918
158
8
2,025
null
6
null
6
4,442
45.50598
1
male
1
13
13
Cirrhosis
COPD/CHF/Cirrhosis
3
15
$25-$50k
44
136,951
null
null
51.5
white
28.296875
46
0.514893
0.313965
4
0
0
no
0.2
0.2
no dnr
13
114
9.298828
70
24
36.69531
null
null
null
1.299805
141
null
97
24
null
null
0
<2 mo. follow-up
0
4,443
38.00098
0
male
0
10
1,007
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
20,619
null
null
15
white
19.296875
29
0.916992
0.886963
1
0
0
no
0.9
0.9
no dnr
10
97
18.5
170
60
36.19531
216.65625
null
0.5
0.799927
132
7.469727
144
12
3,716
0
0
no(M2 and SIP pres)
0
4,444
82.57098
1
female
1
8
8
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
18,749
null
null
24.5
white
23.5
40
0.700928
0.537964
1
0
0
no
0.5
0.5
dnr after sadm
4
48
0.099991
124
11
35.29688
444
1.199951
0.599976
1.599854
133
7.369141
76
23
1,430
null
1
<2 mo. follow-up
1
4,445
60.84299
0
female
0
11
1,006
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
54,325
null
null
35.5
white
18.097656
10
0.875977
0.831909
2
0
0
no
0.9
0.8
no dnr
11
106
60
74
22
36.39844
417.375
null
null
6.399414
142
7.319336
70
59
null
null
0
no(M2 and SIP pres)
0
4,446
47.39499
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
44
27,011
18,225.9375
15,042
31
black
41
84
0.320984
0.20697
1
0
0
no
0.2
0.1
dnr after sadm
4
112
18
60
40
38.09375
null
null
null
0.799927
139
null
179
11
575
null
null
<2 mo. follow-up
3.375
4,447
57.728
1
male
0
6
86
Lung Cancer
Cancer
2
18
>$50k
0
13,046
null
null
17
white
13.798828
18
0.779907
0.539917
1
1
0
metastatic
0.8
0.6
no dnr
6
105
5.899414
86
24
37.69531
null
null
0.399963
0.599976
131
null
151
6
null
0
0
null
0
4,448
62.49698
1
female
1
3
3
MOSF w/Malig
ARF/MOSF
2
9
null
0
73,631
null
null
45
other
79.59375
104
0
0
1
1
0
metastatic
0
0
dnr after sadm
3
110
6.599609
96
16
35.69531
null
null
0.299988
0.799927
138
null
185
17
2,225
null
null
<2 mo. follow-up
1.454102
4,449
61.09
1
female
1
5
5
Coma
Coma
1
10
null
61
16,863
null
null
20
black
16.097656
25
0.652954
0.593994
1
0
0
no
0.1
0.1
dnr after sadm
5
73
51.398438
106
36
36.5
126.51562
2.5
1.599854
1.199951
150
7.479492
100
34
1,810
null
0
<2 mo. follow-up
0
4,450
55.017
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
3
3
under $11k
9
27,510
null
null
47
white
55.09375
93
0.017998
0.004
6
0
0
yes
0
0
dnr after sadm
1
111
16.097656
126
18
37.79688
340
2.199707
1.199951
0.699951
141
7.529297
156
24
975
null
1
<2 mo. follow-up
1
4,451
73.86694
1
male
0
13
174
CHF
COPD/CHF/Cirrhosis
2
19
>$50k
0
60,145
34,741.5312
34,546
34
white
22.699219
27
0.772949
0.638916
3
0
0
no
0.8
0.7
no dnr
13
57
12.798828
116
28
38
276
null
null
1.099854
130
7.389648
176
20
2,065
null
0
no(M2 and SIP pres)
0
4,452
46.349
0
female
0
41
1,004
COPD
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
104,262
69,474.75
61,195
26.25
white
19.5
35
0.929932
0.879883
1
0
0
no
0.5
0.5
no dnr
41
73
10.099609
60
16
35.69531
null
2.699707
0.5
0.599976
139
null
133
10
3,350
null
0
no(M2 and SIP pres)
0
4,453
33.56598
0
female
0
18
1,002
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
0
67,523
null
null
23.333328
white
23.296875
44
0.876953
0.833984
4
0
0
no
0.8
0.8
no dnr
18
82
19.796875
120
24
36
null
3
0.5
0.699951
137
null
145
12
null
null
0
no(M2 and SIP pres)
0
4,454
52.44897
1
male
0
5
328
Lung Cancer
Cancer
1
11
under $11k
0
6,349
null
null
23
white
17.097656
13
0.733887
0.464966
1
0
0
metastatic
1
0.8
no dnr
5
133
2.199707
136
26
36.29688
308
2.299805
1
1.199951
155
7.509766
95
35
3,765
0
null
no(M2 and SIP pres)
0.494751
4,455
45.25098
0
male
0
32
1,001
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
0
144,548
null
null
36.25
black
33.695313
49
0.69397
0.602905
3
0
0
no
0.5
0.5
no dnr
32
162
5.799805
126
8
38.69531
303.3125
2.599609
4.5
3
136
7.429688
59
121
2,195
null
null
no(M2 and SIP pres)
1.995117
4,456
51.58698
1
female
0
12
199
MOSF w/Malig
ARF/MOSF
1
11
under $11k
0
23,850
15,265.5391
15,398
23
other
33.5
35
0.369995
0.251953
2
0
0
metastatic
0.6
0.3
no dnr
12
59
2.299805
124
40
38.19531
172.5
null
1
0.899902
151
7.479492
171
31
1,790
null
0
null
0
4,457
27.644
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$11-$25k
9
55,573
null
null
37
black
33.898438
64
0.724976
0.639893
5
0
0
no
0.9
0.9
no dnr
5
51
0.299988
124
30
35.19531
168.5625
null
null
1.399902
132
7.349609
164
50
1,091
null
null
<2 mo. follow-up
1.954834
4,458
44.08197
0
male
0
24
998
Cirrhosis
COPD/CHF/Cirrhosis
3
12
under $11k
9
45,380
28,963.5625
31,141
20
white
32.59375
56
0.631958
0.448975
1
0
0
no
0.6
0.4
no dnr
24
39
16.296875
124
32
38.29688
113.75
null
0.799927
2.099609
128
7.339844
215
47
2,920
null
0
no(M2 and SIP pres)
0
4,459
79.67096
1
male
0
28
515
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
57,108
34,602.7188
33,933
25.25
white
21.199219
24
0.796997
0.72998
1
0
0
no
0.3
0.15
dnr after sadm
2
46
4.399414
74
10
38.89844
197.5
1.699951
null
0.899902
135
7.419922
115
17
1,830
null
6
adl>=4 (>=5 if sur)
6
4,460
67.09094
1
male
0
10
568
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
null
null
null
26.5
white
16.398438
33
0.889893
0.816895
1
1
0
no
0.85
0.75
null
null
52
11.099609
110
42
38.69531
253.3125
null
null
1.299805
148
7.429688
135
31
3,065
0
4
no(M2 and SIP pres)
4
4,461
100.67896
1
male
1
4
4
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
3,920
null
null
8
black
33.398438
41
0.22699
0.075989
1
1
0
no
0.5
0.5
dnr after sadm
1
70
5.399414
64
8
35.79688
177.5
null
null
1.299805
138
7.5
128
38
1,545
null
7
<2 mo. follow-up
7
4,462
84.13995
1
female
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
105,122
61,753.4375
64,790
35
white
29.597656
77
0.526978
0.41095
9
0
0
no
0.4
0.3
dnr after sadm
3
83
7.099609
73
20
37.59375
null
3.299805
0.299988
1
143
null
100
10
null
null
1
<2 mo. follow-up
1
4,463
56.71198
1
female
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$25-$50k
0
88,913
55,612.4375
46,654
44.666657
white
32.59375
56
0.612915
0.506958
11
1
0
no
0.5
0.4
dnr after sadm
12
134
17.699219
224
8
37.89844
330
2.199707
0.5
0.899902
135
7.489258
85
16
2,750
null
1
<2 mo. follow-up
1
4,464
53.00497
1
male
0
4
107
Lung Cancer
Cancer
1
12
>$50k
0
3,597
2,311.5449
1,932
10
white
16.898438
19
0.737915
0.470947
1
0
0
metastatic
0.8
0.5
no dnr
4
49
17
134
12
38.59375
140
null
null
0.5
133
7.359375
150
16
665
null
0
null
0
4,465
72.31494
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
2
3
under $11k
37
75,777
48,117.125
38,192
47
black
27.699219
45
0.511963
0.394958
4
1
0
no
0.3
0.2
dnr after sadm
12
139
16
114
32
38.59375
324
null
0.599976
0.5
136
7.449219
278
19
5,190
null
6
<2 mo. follow-up
6
4,466
70.31097
0
male
0
30
992
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
0
70,800
52,140.75
42,268
21.75
white
23.597656
32
0.794922
0.726929
1
0
0
no
0.6
0.5
no dnr
30
61
11.099609
76
31
38.19531
191.40625
2.899902
2.599609
4.699219
142
7.379883
80
90
2,215
null
null
no(M2 and SIP pres)
2.033691
4,467
61.72498
1
female
1
6
6
Coma
Coma
0
9
under $11k
89
38,154
26,825.9531
20,579
44
white
20.199219
31
0.332947
0.260986
5
0
0
no
0
0
dnr after sadm
2
107
18
146
7
38.29688
292
3.399902
0.5
1.299805
147
7.459961
376
23
1,660
null
null
<2 mo. follow-up
2.086914
4,468
68.13696
1
female
0
4
163
Colon Cancer
Cancer
3
12
>$50k
0
7,693
4,762.9375
3,260
7
white
16.296875
12
0.820923
0.613892
1
1
0
metastatic
null
null
no dnr
4
108
16.5
76
24
36.5
164
4.399414
0.699951
1
137
7.30957
126
22
2,050
null
null
no(M2 and SIP pres)
1.982178
4,469
81.94897
0
female
0
14
991
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
0
51,340
32,087.4375
32,062
21
white
26.296875
30
0.610962
0.504883
14
0
0
no
0
0
no dnr
14
62
5.699219
110
46
36.09375
165.6875
null
null
4.899414
128
7.399414
148
76
1,495
0
0
no(M2 and SIP pres)
0
4,470
79.034
0
male
0
10
991
COPD
COPD/CHF/Cirrhosis
1
5
$11-$25k
0
14,735
9,159.4531
9,445
10.5
white
18.5
22
0.810913
0.69397
1
0
0
no
0.88
0.8
no dnr
10
117
2.899902
116
25
36.19531
190
3.099609
0.199982
0.199982
132
7.509766
213
18
3,375
1
2
no(M2 and SIP pres)
2
4,471
69.60699
1
female
0
3
324
Lung Cancer
Cancer
1
13
under $11k
0
5,958
2,977.6484
1,305
3
white
12.798828
11
0.774902
0.530884
1
0
0
metastatic
0.9
0.7
no dnr
3
128
32.5
134
8
35.79688
266.625
1.899902
0.799927
0.699951
141
7.459961
159
25
800
2
null
SIP>=30
1.838867
4,472
72.00494
1
female
0
6
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
null
9
68,144
47,068.375
41,204
32
white
35
59
0.379944
0.260986
24
0
0
no
0.2
0.5
dnr after sadm
3
73
11.298828
50
14
36.79688
null
3.099609
0.599976
0.5
136
null
92
11
450
null
3
<2 mo. follow-up
3
4,473
54.65799
1
male
0
6
330
Colon Cancer
Cancer
1
null
null
0
8,430
4,578.5547
2,552
11
white
13.398438
10
0.873901
0.716919
1
0
0
metastatic
0.8
0.6
no dnr
6
103
10.199219
140
24
36.5
225.90625
null
null
0.799927
136
7.459961
108
11
0
null
null
null
1.643311
4,474
36.38098
0
male
0
18
989
ARF/MOSF w/Sepsis
ARF/MOSF
3
8
under $11k
0
41,443
27,296.5
26,221
22
white
22.597656
36
0.881958
0.839966
3
0
0
no
0.65
0.6
no dnr
18
70
4
80
28
36.09375
null
null
3.699707
1.199951
139
null
88
13
3,670
5
4
SIP>=30
4
4,475
72.56097
1
female
1
32
32
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
0
263,761
154,728.25
154,703
35.25
white
29.796875
66
0.560913
0.448975
40
1
0
no
0.5
0.4
dnr after sadm
28
111
23.296875
110
10
35.89844
306.625
2.099609
1.399902
1.199951
135
null
253
8
null
null
0
<2 mo. follow-up
0
4,476
69.224
0
female
0
74
988
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
null
0
112,202
73,917.9375
89,256
14
white
27
42
0.702881
0.612915
4
0
0
no
0.75
0.7
no dnr
74
69
20.796875
116
45
36.89844
210
6
null
1.699951
134
7.5
101
59
2,885
0
null
no(M2 and SIP pres)
0.494751
4,477
69.41296
1
male
1
3
3
Coma
Coma
2
14
null
100
22,805
13,870.9531
11,851
30
white
76.6875
78
0
0
2
1
0
no
0
0
dnr after sadm
3
124
10.5
50
52
38.69531
121.42188
null
1.699951
0.899902
132
7.379883
223
10
3,115
null
null
<2 mo. follow-up
1.676025
4,478
92.07898
1
male
1
17
17
Coma
Coma
1
4
null
100
21,422
15,316.3672
13,817
15.333328
black
26.796875
49
0.014
0.006
1
0
0
no
0.1
0.05
dnr after sadm
2
139
13.5
52
20
36
null
null
0.399963
1.699951
141
null
156
26
4,530
null
3
<2 mo. follow-up
3
4,479
79.60596
1
female
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
under $11k
9
124,058
84,398.0625
67,341
34
white
22.898438
43
0.662964
0.565918
17
1
0
no
0.25
0.2
no dnr
15
109
5.199219
106
28
38.09375
240
3.099609
0.799927
0.799927
136
7.5
105
7
2,175
null
1
<2 mo. follow-up
1
4,480
60.08197
1
female
1
6
6
Coma
Coma
2
null
null
44
20,261
12,103.0781
11,114
35
white
31.097656
46
0.335999
0.263977
1
0
0
no
0.25
0.1
dnr after sadm
3
109
11.398438
130
42
38.19531
328.5625
2.399902
0.5
1.199951
146
7.40918
101
11
5,445
null
null
<2 mo. follow-up
2.287598
4,481
43.60599
0
male
0
15
985
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
>$50k
0
47,040
null
null
29
black
24.796875
39
0.859985
0.81189
1
0
0
no
0.5
0.5
no dnr
15
130
12.699219
105
22
36
null
null
null
1.199951
138
null
102
10
null
null
0
no(M2 and SIP pres)
0
4,482
52.90598
1
female
0
185
441
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
387,733
289,438.25
295,038
38.25
white
18.097656
36
0.876953
0.833984
6
1
0
no
0.5
0.25
no dnr
185
66
14.898438
120
30
38
260
null
null
1.299805
135
7.459961
362
17
2,130
null
5
null
5
4,483
56.36099
1
male
0
4
292
Lung Cancer
Cancer
0
14
$25-$50k
0
3,364
2,276.2129
1,885
4
white
5.899414
5
0.878906
0.726929
1
0
0
metastatic
0.75
0.6
no dnr
4
75
13
72
6
36.19531
180
2.299805
null
1.199951
141
7.449219
168
21
1,925
null
null
no(M2 and SIP pres)
1.554688
4,484
46.17398
1
female
1
39
39
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
9
191,962
110,909.062
111,697
35
other
30.199219
38
0.738892
0.656982
2
0
0
no
0.3
0.25
no dnr
39
51
12.798828
114
8
36.79688
286.625
null
null
1.299805
133
7.429688
138
11
3,760
null
0
<2 mo. follow-up
0
4,485
75.55597
1
male
0
10
339
Colon Cancer
Cancer
2
11
$11-$25k
0
24,408
13,726.4297
14,629
23
other
38.5
34
0.272949
0.039993
1
1
0
metastatic
null
null
no dnr
10
122
17.398438
56
26
36.09375
177.125
2
0.699951
0.699951
141
7.419922
205
14
2,180
1
0
no(M2 and SIP pres)
0
4,486
74.06696
0
female
0
63
984
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
$25-$50k
44
351,646
235,729.75
203,126
32
white
29.597656
48
0.330994
0.215973
39
0
0
no
0
0
dnr after sadm
1
117
11.099609
104
22
38.09375
null
null
0.899902
0.799927
136
null
126
6
1,200
null
null
adl>=4 (>=5 if sur)
2.467773
4,487
77.97095
1
male
0
4
757
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
12,064
6,601.418
6,840
21
white
27.199219
47
0.700928
0.53894
1
0
0
no
0.95
0.9
no dnr
4
110
13.099609
114
10
36.19531
280
null
null
1.399902
147
7.419922
149
32
1,190
1
0
null
0
4,488
64.79395
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
2
12
under $11k
41
48,334
null
null
52
white
53.195313
95
0
0
15
0
0
metastatic
0.15
0.05
dnr after sadm
3
55
10.199219
120
34
35.89844
154.28125
null
null
3.799805
138
7.229492
83
58
65
null
0
<2 mo. follow-up
0
4,489
69.62396
1
male
0
5
78
Colon Cancer
Cancer
1
14
>$50k
0
8,843
4,625.3203
2,360
16
white
25
24
0.664917
0.363953
1
0
0
metastatic
null
null
no dnr
5
121
10.099609
124
16
38.89844
184
null
3.799805
1.799805
149
7.479492
151
55
5,600
1
1
no(M2 and SIP pres)
1
4,490
66.41498
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
under $11k
0
63,235
43,191.6875
33,924
49
white
36
67
0.514893
0.398987
3
0
0
no
0.3
0.25
dnr after sadm
10
69
9.298828
114
33
38
233.3125
2.699707
0.899902
0.899902
134
7.489258
135
17
2,980
null
6
<2 mo. follow-up
6
4,491
43.88797
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
33,859
20,129.8125
19,062
40
white
78.390625
101
0
0
6
0
0
no
null
null
dnr after sadm
2
73
11.599609
66
43
36.89844
171.40625
null
null
0.599976
143
7.459961
144
19
5,270
null
null
<2 mo. follow-up
1.300293
4,492
64.60498
1
female
0
11
685
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
26
20,922
14,122.8906
12,004
19.5
white
34.195313
67
0.324951
0.209991
6
0
0
yes
0.8
0.75
no dnr
11
77
11.898438
84
10
38.39844
205
null
null
0.599976
135
7.359375
131
7
4,025
1
1
no(M2 and SIP pres)
1
4,493
25.83699
0
male
0
13
979
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
null
0
37,859
26,204.4531
19,260
36
white
28.898438
36
0.860962
0.812988
1
0
0
no
0.7
0.7
no dnr
13
55
17.597656
100
9
35.69531
120
null
2.5
6.399414
132
7.439453
163
52
0
null
0
no(M2 and SIP pres)
0
4,494
53.27597
1
male
0
5
112
Colon Cancer
Cancer
1
null
null
0
4,133
2,510.0586
1,991
11
white
15.599609
11
0.853882
0.675903
1
0
0
metastatic
0.7
0.3
no dnr
5
117
11.199219
64
28
36.89844
null
3.899902
0.899902
0.699951
138
null
269
14
2,575
null
null
null
1.698486
4,495
76.84094
1
female
1
29
29
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
197,568
125,466.125
105,323
50.25
white
31.597656
60
0.522949
0.407959
8
0
0
no
0.5
0.125
dnr after sadm
29
0
15.699219
0
8
35.39844
172.5
1
1.099854
2.699707
129
7.299805
393
40
0
null
0
<2 mo. follow-up
0
4,496
73.45099
1
male
0
17
28
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
61
49,163
31,625.6719
30,657
13.333328
white
21.296875
28
0.56189
0.448975
4
0
0
no
0.05
0
dnr after sadm
4
137
12.898438
66
12
38.19531
222.84375
null
null
0.899902
150
7.5
113
20
4,445
null
6
<2 mo. follow-up
6
4,497
54.74298
1
male
0
11
92
Lung Cancer
Cancer
1
12
$25-$50k
0
12,573
7,762.1016
7,355
9
white
24.597656
31
0.560913
0.238983
1
0
0
metastatic
null
null
no dnr
11
36
1.199951
30
33
37.59375
93.875
null
null
1.899902
143
7.40918
98
32
110
null
0
adl>=4 (>=5 if sur)
0
4,498
68.35297
1
male
0
9
36
Lung Cancer
Cancer
1
null
null
0
10,104
6,418.5742
6,909
11
white
12.798828
21
0.775879
0.532959
1
0
0
metastatic
null
null
no dnr
9
76
9.898438
56
8
36
332
null
null
1.299805
131
7.379883
116
17
1,165
null
0
<2 mo. follow-up
0
4,499
66.00995
1
male
0
11
430
CHF
COPD/CHF/Cirrhosis
4
14
$11-$25k
0
16,025
12,553.1641
7,611
11
white
12.298828
25
0.901978
0.834961
1
1
0
yes
0.75
0.5
no dnr
11
153
15.898438
140
14
36.89844
280
4
0.399963
0.599976
143
7.479492
186
23
2,510
0
null
no(M2 and SIP pres)
0.494751
4,500
62.15698
0
female
0
18
977
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
under $11k
0
43,691
27,075.0625
25,739
22
black
38.195313
53
0.526978
0.41095
1
0
0
no
0.7
0.6
no dnr
18
109
6.399414
170
10
38.69531
210
1.5
1.899902
0.5
137
7.40918
94
12
1,963
null
null
no(M2 and SIP pres)
3.624512