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
2,301
61.25897
1
female
0
13
128
Lung Cancer
Cancer
1
19
under $11k
0
13,490
8,014.7656
null
7
black
29.398438
19
0.401978
0.104996
1
0
0
metastatic
0.4
0.5
dnr after sadm
1
87
null
110
10
36.69531
404.75
3
null
0.599976
131
7.449219
null
null
null
1
null
SIP>=30
1.1669
2,302
68.52295
1
male
0
9
17
Lung Cancer
Cancer
1
7
null
0
9,748
6,052.6523
null
15
white
18.699219
12
0.662964
0.360962
1
0
0
metastatic
0.5
0.02
dnr after sadm
1
97
5.399414
100
20
36.09375
null
3.599609
null
1
144
null
null
null
null
null
7
<2 mo. follow-up
7
2,303
86.64795
1
male
0
8
17
COPD
COPD/CHF/Cirrhosis
3
20
>$50k
0
8,987
5,409.3164
null
8.5
white
19.199219
28
0.748901
0.60498
1
0
0
no
0.6
0.4
dnr after sadm
2
90
13.398438
80
30
36.09375
204
3.699707
0.599976
1.699951
146
7.449219
null
null
null
1
5
<2 mo. follow-up
5
2,304
67.43298
1
male
0
20
414
CHF
COPD/CHF/Cirrhosis
4
10
null
0
29,192
17,898.7812
null
10
white
23.699219
36
0.771973
0.636963
5
0
0
no
0.6
0.5
no dnr
20
53
7.899414
60
22
35.89844
532
null
null
1.599854
136
7.449219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,305
85.06195
1
female
1
14
14
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
38,155
26,735.8125
null
30.333328
white
30.398438
38
0.507935
0.306946
1
0
0
no
0.9
0.7
dnr after sadm
13
68
12.599609
120
8
38.69531
163.3125
2.5
0.5
0.599976
142
7.479492
null
null
null
6
null
<2 mo. follow-up
4.527397
2,306
55.42499
1
male
0
6
105
Lung Cancer
Cancer
1
12
null
0
7,515
4,379.293
null
17
black
19.898438
10
0.672974
0.373962
1
0
0
metastatic
0.6
0.1
no dnr
6
100
4.099609
100
20
36.09375
null
3.299805
null
1
144
null
null
null
null
0
0
null
0
2,307
68.63794
1
male
0
5
196
CHF
COPD/CHF/Cirrhosis
4
null
null
0
6,801
4,078.2344
null
17
white
22.296875
33
0.779907
0.648926
1
0
0
yes
0.9
0.6
no dnr
5
53
15.898438
70
20
35.59375
null
3.699707
null
1.399902
140
null
null
null
null
null
null
no(M2 and SIP pres)
3.108887
2,308
68.03595
1
male
0
18
118
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
27,335
13,538.8984
null
21
white
26.5
33
0.612915
0.507935
2
0
0
metastatic
0.9
0.8
dnr after sadm
7
57
5.099609
82
28
38.29688
98.32812
null
null
0.799927
139
7.469727
null
null
null
7
5
no(M2 and SIP pres)
5
2,309
62.198
1
female
0
32
1,258
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
0
62,019
41,464.5938
null
20.25
white
37.195313
41
0.462952
0.343994
8
1
0
no
0.75
0.5
no dnr
32
45
20.898438
132
8
41.29688
162.5
2.699707
null
1
139
7.509766
null
null
null
null
null
SIP>=30
3.121094
2,310
87.72296
1
female
0
13
390
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
under $11k
9
16,386
7,860.3008
null
8.5
white
17.097656
26
0.790894
0.7229
2
1
0
no
0.8
0.6
dnr after sadm
5
61
10.298828
58
16
37.79688
null
null
null
0.699951
137
null
null
null
null
null
0
no(M2 and SIP pres)
0
2,311
62.24197
1
male
0
6
42
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
9,470
5,086.2266
null
8
black
12.099609
9
0.887939
0.812988
1
0
0
metastatic
0.5
0.3
no dnr
6
83
5.5
80
20
36.09375
316
3.199707
0.699951
1
139
7.429688
null
null
null
0
1
<2 mo. follow-up
1
2,312
66.80396
1
female
0
8
385
Lung Cancer
Cancer
2
12
$11-$25k
0
9,066
5,457.0195
null
7
white
12.699219
13
0.780884
0.542969
1
0
0
metastatic
0.9
0.5
no dnr
8
66
6.099609
104
24
37.39844
null
3.799805
null
1
142
7.429688
null
null
null
0
1
no(M2 and SIP pres)
1
2,313
56.71198
0
male
0
6
1,409
COPD
COPD/CHF/Cirrhosis
4
6
under $11k
0
6,969
4,062.6348
null
13
white
18.199219
18
0.909912
0.848999
1
0
0
no
0.98
0.95
no dnr
6
97
14.099609
70
30
36.09375
232
null
null
1
141
7.359375
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,314
32.58899
1
male
0
18
1,001
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$11-$25k
0
40,281
13,931.6719
null
27.333328
white
26.097656
20
0.872925
0.828979
1
0
0
no
0.95
0.95
no dnr
18
113
12.599609
110
32
38.69531
130
null
1
0.899902
139
7.379883
null
null
null
null
1
no(M2 and SIP pres)
1
2,315
72.83496
1
female
0
14
81
COPD
COPD/CHF/Cirrhosis
5
null
under $11k
0
20,707
16,171.3594
null
25.333328
hispanic
22.898438
41
0.784912
0.655884
1
1
0
no
0.2
0.2
no dnr
14
64
11.798828
110
8
37.89844
248.3125
3.299805
0.399963
2
134
7.439453
null
null
null
4
4
SIP>=30
4
2,316
93.02399
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
24,818
14,741.2734
null
39
white
30.597656
46
0.487976
0.369995
3
1
0
no
0.1
0.001
dnr after sadm
3
47
10.898438
68
10
37.89844
210.1875
3
1
2.399902
132
7.369141
null
null
null
null
null
<2 mo. follow-up
3.266113
2,317
52.27698
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
2
14
$11-$25k
0
15,833
5,548.2305
null
41
white
42.296875
70
0.15097
0.072998
1
0
0
metastatic
0.1
0.001
dnr after sadm
4
43
14.199219
140
36
36.29688
145
1.5
0.399963
0.399963
141
7.259766
null
null
null
null
5
<2 mo. follow-up
5
2,318
66.50195
1
male
0
9
165
COPD
COPD/CHF/Cirrhosis
4
12
null
0
17,841
9,923.0312
null
12
white
22.398438
20
0.738892
0.589966
1
0
0
metastatic
0.8
0.5
dnr after sadm
1
93
8.599609
120
20
36.09375
142.5
3.899902
0.599976
0.899902
139
7.429688
null
null
null
null
null
null
4.425781
2,319
47.258
1
male
0
26
27
Lung Cancer
Cancer
1
12
null
0
30,794
19,494.3906
null
8.75
white
17.199219
11
0.743896
0.47998
1
0
0
metastatic
0.5
0.125
dnr after sadm
9
93
null
110
20
37
null
null
null
null
140
null
null
null
null
null
0
<2 mo. follow-up
0
2,320
75.20294
1
male
0
13
109
CHF
COPD/CHF/Cirrhosis
2
13
null
0
15,884
10,151.2031
null
10
white
21.597656
31
0.80896
0.690918
1
1
0
no
0.99
0.3
no dnr
13
70
7.799805
70
20
35
null
3.099609
0.899902
1.5
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
2,321
47.81699
1
female
0
4
734
Lung Cancer
Cancer
1
12
$25-$50k
0
11,059
6,199.6445
null
12
white
7.099609
11
0.876953
0.7229
1
0
0
metastatic
0.9
0.5
no dnr
4
74
7.5
80
16
36.89844
null
4
0.399963
1
141
null
null
null
null
0
null
SIP>=30
0.4948
2,322
64.29596
0
female
0
15
1,396
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
26,732
12,994.8281
null
14
white
18.898438
26
0.846924
0.794922
4
0
0
no
null
null
no dnr
15
55
7.899414
70
28
38.29688
197.5
3.299805
0.399963
0.599976
141
7.359375
null
null
null
4
6
adl>=4 (>=5 if sur)
6
2,323
62.987
1
female
0
14
19
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
0
35,581
17,470.0312
null
33.333313
black
35.695313
41
0.310974
0.129974
7
0
0
no
0.4
0.064
dnr after sadm
3
40
3
66
10
36.29688
219
2.799805
6.899414
0.699951
135
7.319336
null
null
null
null
null
<2 mo. follow-up
3.470215
2,324
44.42697
1
female
0
35
132
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
61
58,145
23,774
null
31
black
29.699219
45
0.577881
0.467957
1
1
0
no
0.2
0.1
dnr after sadm
28
130
15.099609
111
10
39.19531
142.5
2.599609
0.199982
6
142
7.479492
null
null
null
null
1
null
1
2,325
60.715
1
male
0
5
892
Colon Cancer
Cancer
2
20
null
0
4,972
2,736.0762
null
8
white
16
18
0.837891
0.643921
1
1
0
metastatic
0.99
0.9
no dnr
5
103
5.399414
80
20
36.09375
null
null
null
0.899902
134
null
null
null
null
3
2
SIP>=30
2
2,326
20.04399
1
female
1
8
8
Coma
Coma
0
null
null
100
26,400
9,856.6875
null
32.5
white
30.597656
64
0.471985
0.399963
1
0
0
no
null
null
no dnr
8
160
30.699219
173
12
40.39844
217.5
2.899902
0.5
3
134
7.469727
null
null
null
null
null
<2 mo. follow-up
2.353027
2,327
76.38098
0
male
0
59
1,390
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
100
91,340
62,352.2188
null
17
white
23.597656
43
0.237
0.135986
10
1
0
no
0.9
0.8
dnr after sadm
13
80
8
110
36
39.39844
161
null
null
1.299805
145
7.489258
null
null
null
null
3
adl>=4 (>=5 if sur)
3
2,328
83.05298
0
male
0
9
1,387
COPD
COPD/CHF/Cirrhosis
3
19
$11-$25k
0
11,650
5,398.1602
null
17.5
white
21.296875
57
0.73999
0.590942
1
1
0
no
0.8
0.75
no dnr
9
51
6.199219
53
16
36.89844
237.03125
4.099609
0.399963
2
142
7.5
null
null
null
0
0
SIP>=30
0
2,329
44.42999
0
male
0
15
1,388
ARF/MOSF w/Sepsis
ARF/MOSF
2
5
under $11k
9
23,510
12,153.7891
null
15.666664
white
18.097656
22
0.903931
0.868896
1
0
0
no
0.99
0.99
no dnr
15
103
8.298828
68
24
38.59375
148
3.199707
1.799805
1.099854
145
7.379883
null
null
null
3
null
SIP>=30
2.511099
2,330
74.86896
1
female
1
4
4
Coma
Coma
2
14
null
100
4,332
2,538.168
null
3
white
19.699219
37
0.091995
0.053993
1
0
0
metastatic
0.05
0.000125
dnr after sadm
1
123
12.398438
80
40
35.39844
385
null
null
1
132
7.449219
null
null
null
null
0
<2 mo. follow-up
0
2,331
63.77298
0
male
0
3
1,384
COPD
COPD/CHF/Cirrhosis
6
14
under $11k
0
5,000
2,686.8398
null
17
hispanic
14.898438
34
0.911987
0.851929
1
1
0
no
null
null
no dnr
3
83
7.699219
104
30
36.69531
271.375
4
0.699951
1.5
141
7.399414
null
null
null
null
null
no(M2 and SIP pres)
2.956055
2,332
86.51099
1
female
0
7
15
Coma
Coma
1
null
under $11k
61
5,779
3,547.0391
null
4
white
14.699219
17
0.459961
0.386963
1
0
0
no
0.2
0.1
dnr before sadm
-1
97
19.296875
70
20
38.19531
null
null
null
0.899902
138
null
null
null
null
null
2
<2 mo. follow-up
2
2,333
76.88397
1
male
0
12
1,024
COPD
COPD/CHF/Cirrhosis
1
7
under $11k
0
19,659
8,682.5469
null
19
other
23.296875
35
0.750977
0.605957
1
0
0
no
0.4
0.2
dnr before sadm
-1
83
7.899414
100
25
36.09375
150
null
null
1.099854
138
7.30957
null
null
null
1
null
no(M2 and SIP pres)
1.1669
2,334
73.89996
1
female
0
22
174
Lung Cancer
Cancer
3
12
null
0
32,118
18,400.0938
null
9.333328
white
17.199219
18
0.682983
0.388977
1
0
0
metastatic
0.5
0.3
dnr after sadm
5
103
2.399902
60
20
36.09375
null
null
null
0.799927
141
null
null
null
null
5
4
SIP>=30
4
2,335
41.57999
1
female
0
17
681
MOSF w/Malig
ARF/MOSF
1
18
>$50k
0
35,673
20,488.1875
null
21.333328
white
35.695313
71
0.35199
0.234985
1
0
0
metastatic
0.98
0.85
no dnr
17
53
0.099991
124
35
38.5
228
2.199707
2.899902
0.899902
145
7.389648
null
null
null
0
0
SIP>=30
0
2,336
87.79498
1
female
0
12
716
COPD
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
13,337
7,492.2266
null
15.5
white
19.796875
49
0.728882
0.575928
1
0
0
no
0.9
0.75
dnr before sadm
-1
117
4.5
70
40
36.09375
233.3125
null
null
1.599854
142
7.419922
null
null
null
null
3
no(M2 and SIP pres)
3
2,337
23.379
0
female
0
10
1,378
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
null
0
17,374
9,278.9297
null
13.5
white
27.398438
22
0.860962
0.812988
4
0
0
no
0.99
0.99
no dnr
10
77
14.298828
110
30
38.89844
120
2.799805
null
0.799927
138
7.40918
null
null
null
0
0
no(M2 and SIP pres)
0
2,338
84.12897
1
female
1
8
8
Coma
Coma
1
16
null
100
23,860
11,709.4297
null
26.5
white
34.59375
50
0
0
7
0
0
no
0
0
dnr after sadm
3
53
9.298828
110
35
35
140
3
null
1.199951
148
7.319336
null
null
null
null
1
<2 mo. follow-up
1
2,339
94.26996
1
female
1
5
5
Coma
Coma
2
12
>$50k
100
5,610
3,407.0137
null
18
white
36
51
0
0
1
0
0
yes
0
0
dnr after sadm
1
43
32.898438
70
30
35.59375
552
3.099609
0.699951
1.799805
151
7.609375
null
null
null
null
7
<2 mo. follow-up
7
2,340
60.71698
0
male
0
25
1,377
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
0
83,838
49,739.8125
null
38
white
26.699219
39
0.766968
0.691895
2
1
0
no
0.9
0.9
no dnr
25
63
14.199219
67
28
38.89844
96.65625
3.699707
0.899902
1.5
144
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
2,341
83.97797
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
37,408
28,155.8281
null
47
white
49.296875
89
0.048996
0.014999
6
0
0
no
0.05
0.000125
dnr after sadm
2
33
15.599609
140
18
39.19531
186.65625
1.899902
1.099854
6.799805
129
7.389648
null
null
null
null
null
<2 mo. follow-up
2.763672
2,342
94.06195
1
male
1
44
44
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
44
60,663
31,748.0469
null
18
white
33.398438
53
0.219971
0.121994
1
0
0
no
0.25
0.1
no dnr
44
47
10.798828
59
28
36.59375
519
2.399902
0.699951
3.299805
145
7.349609
null
null
null
null
7
<2 mo. follow-up
7
2,343
74.42798
1
female
0
6
719
CHF
COPD/CHF/Cirrhosis
3
13
null
0
6,553
3,672.4277
null
6
white
20.398438
32
0.826904
0.718994
1
1
0
no
0.95
0.75
no dnr
6
73
5.5
60
15
35.59375
257.125
3.099609
0.599976
1.299805
143
7.479492
null
null
null
null
null
no(M2 and SIP pres)
2.177734
2,344
72.70898
1
male
0
19
1,020
COPD
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
32,712
22,892.3594
null
22
white
20.796875
32
0.802979
0.682983
2
0
0
no
0.75
0.6
no dnr
19
105
11.398438
81
10
38.19531
150
3.799805
0.599976
2
133
7.449219
null
null
null
null
2
no(M2 and SIP pres)
2
2,345
76.849
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
9
43,883
32,881.8125
null
32
white
23.398438
39
0.61499
0.509888
9
0
1
yes
0.1
0.001
dnr after sadm
6
57
12.699219
80
28
38.69531
157.125
null
null
0.699951
138
7.479492
null
null
null
null
3
<2 mo. follow-up
3
2,346
76.435
1
male
0
11
472
CHF
COPD/CHF/Cirrhosis
6
12
under $11k
0
12,933
6,387.9922
null
14.5
white
33.5
55
0.482971
0.280945
1
1
0
yes
0.8
0.5
dnr before sadm
-1
53
10.199219
70
25
36.09375
113.32812
null
null
2.299805
137
7.369141
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,347
77.74896
1
male
0
26
328
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
0
37,301
18,901.2188
null
21
white
34.796875
53
0.518921
0.402954
1
0
0
no
0.75
0.75
no dnr
26
60
21.296875
140
12
36.39844
143.75
null
null
3.399902
147
7.459961
null
null
null
null
null
no(M2 and SIP pres)
3.675293
2,348
24.36699
1
male
1
9
9
Coma
Coma
0
16
null
100
32,558
21,909.3125
null
41
white
22.699219
30
0.638916
0.577881
1
0
0
no
0.9
0.9
dnr after sadm
8
125
5.099609
150
14
39.39844
196
2.5
0.599976
0.699951
145
7.419922
null
null
null
null
0
<2 mo. follow-up
0
2,349
33.33899
0
female
0
8
1,371
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
$11-$25k
0
9,397
4,952.1719
null
12
hispanic
16.199219
16
0.939941
0.917969
1
1
0
no
0.99
0.99
no dnr
8
83
7
70
20
36.09375
300
3.299805
1
0.899902
135
7.469727
null
null
null
0
null
no(M2 and SIP pres)
0.4948
2,350
67.948
0
female
0
3
1,369
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
3,707
2,003.1494
null
19
white
8.699219
11
0.938965
0.894897
1
0
0
no
0.9
0.6
no dnr
3
80
6.699219
70
20
37.39844
240
4.299805
null
1.099854
144
7.40918
null
null
null
null
1
no(M2 and SIP pres)
1
2,351
78.38495
0
female
0
42
1,369
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
37
55,119
31,046.0312
null
13.5
white
24.898438
37
0.602905
0.495972
1
0
0
no
0.5
0.4
dnr after sadm
3
61
11.5
55
12
36.09375
486.1875
2.899902
0.5
1.899902
148
7.369141
null
null
null
null
null
null
3.239258
2,352
70.00696
0
female
0
33
1,368
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
52,072
24,351.1875
null
21.25
white
28.398438
65
0.650879
0.55188
1
0
0
yes
0.9
0.9
no dnr
33
44
37.898438
78
40
38.59375
228.5625
1.899902
1.299805
1.399902
139
7.339844
null
null
null
2
1
no(M2 and SIP pres)
1
2,353
85.85394
1
female
0
13
48
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
9
16,619
9,151.375
null
14.5
white
31.5
43
0.511963
0.395996
1
1
0
no
0.7
0.7
no dnr
13
53
4.199219
70
30
36.69531
105
null
null
0.899902
142
7.349609
null
null
null
2
5
<2 mo. follow-up
5
2,354
95.50995
1
male
1
8
8
Coma
Coma
1
15
$11-$25k
0
8,418
4,959.6328
null
14
white
21.199219
29
0.403992
0.329956
1
0
0
yes
0.01
0.000001
dnr before sadm
-1
83
34.796875
100
30
38.59375
null
4.199219
1.099854
1.399902
136
null
null
null
null
null
3
<2 mo. follow-up
3
2,355
61.57199
0
female
0
13
1,367
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
17,562
9,151.3125
null
18.5
white
17.296875
36
0.889893
0.850952
1
1
0
no
0.95
0.95
no dnr
13
53
8
69
30
38.79688
264
3.199707
0.399963
0.899902
139
7.469727
null
null
null
1
1
no(M2 and SIP pres)
1
2,356
76.67096
1
male
1
26
26
CHF
COPD/CHF/Cirrhosis
2
16
>$50k
9
28,454
17,808.5312
null
14.75
white
16.199219
22
0.850952
0.754883
1
0
0
no
0.9
0.75
dnr after sadm
10
73
8.398438
76
24
36.59375
null
3.299805
1.5
1.299805
136
null
null
null
null
1
0
<2 mo. follow-up
0
2,357
65.88599
1
male
1
25
25
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
50,062
30,376.6094
null
29.333328
white
31.097656
55
0.678955
0.584961
1
0
0
no
0.5
0.7
dnr after sadm
19
45
11
72
38
38.5
244.4375
2.699707
1.099854
2.5
141
7.40918
null
null
null
3
3
<2 mo. follow-up
3
2,358
80.27698
0
female
0
4
1,362
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
4,464
2,597.1328
null
13
white
18.898438
21
0.797974
0.67395
1
0
0
no
0.95
0.9
no dnr
4
107
11.398438
60
20
35.59375
332
null
null
1
140
7.359375
null
null
null
1
1
no(M2 and SIP pres)
1
2,359
80.47095
0
male
0
9
1,361
CHF
COPD/CHF/Cirrhosis
3
19
under $11k
0
10,981
5,523.8789
null
5
white
14.099609
21
0.87793
0.796997
1
1
0
no
0.9
0.9
no dnr
9
83
7
60
15
36.69531
410
4
0.5
1.699951
138
7.459961
null
null
null
6
1
no(M2 and SIP pres)
1
2,360
85.06494
0
male
0
17
1,359
ARF/MOSF w/Sepsis
ARF/MOSF
1
5
$11-$25k
44
21,711
11,713.5469
null
17
white
20.398438
35
0.641968
0.540894
1
0
1
no
0.15
0.05
dnr after sadm
5
113
5.899414
110
30
38.09375
306.625
2.199707
1.899902
0.899902
144
7.419922
null
null
null
null
3
adl>=4 (>=5 if sur)
3
2,361
78.32196
1
male
0
12
1,201
COPD
COPD/CHF/Cirrhosis
2
16
$11-$25k
0
16,940
8,582.7422
null
16
white
28.199219
46
0.637939
0.45697
1
0
0
no
0.7
0.6
no dnr
12
128
12.5
59
36
37.09375
172.5
3.399902
0.299988
3.399902
138
7.419922
null
null
null
0
0
SIP>=30
0
2,362
52.26797
1
female
0
4
11
Lung Cancer
Cancer
1
null
under $11k
0
3,133
1,922.8633
null
2
white
21.097656
6
0.653931
0.348999
1
0
0
metastatic
null
null
no dnr
4
83
11.398438
100
20
36.09375
null
3.299805
0.5
0.799927
138
null
null
null
null
null
null
<2 mo. follow-up
2.172363
2,363
50.20898
1
female
0
14
108
Lung Cancer
Cancer
1
14
$25-$50k
0
17,041
10,160.3672
null
5.333332
white
4.299805
9
0.898926
0.766968
1
0
0
metastatic
0.9
0.09
dnr after sadm
6
80
9.5
72
20
36.79688
null
4.699219
0.399963
0.5
135
null
null
null
null
0
0
adl>=4 (>=5 if sur)
0
2,364
63.228
1
male
1
11
11
MOSF w/Malig
ARF/MOSF
1
16
>$50k
0
33,619
13,934.8281
null
50.5
white
42.09375
65
0.211975
0.116989
1
0
0
yes
0.2
0.1
dnr after sadm
8
53
2.899902
56
12
38.39844
63
3
2.199707
3.399902
138
7.339844
null
null
null
null
0
<2 mo. follow-up
0
2,365
68.58899
1
male
0
13
692
ARF/MOSF w/Sepsis
ARF/MOSF
2
17
$25-$50k
0
52,123
13,483.3047
null
17
white
16.398438
24
0.882935
0.841919
1
0
0
no
0.9
0.6
no dnr
13
70
15.199219
70
22
38.5
484
3.399902
0.899902
1.5
136
7.439453
null
null
null
1
0
no(M2 and SIP pres)
0
2,366
79.06897
1
female
0
10
114
CHF
COPD/CHF/Cirrhosis
4
12
null
0
12,777
7,161.125
null
9.5
white
15.099609
17
0.872925
0.78894
1
0
0
no
0.9
0.8
no dnr
10
87
11.398438
80
20
36.69531
271.375
null
null
1.199951
141
7.419922
null
null
null
3
0
no(M2 and SIP pres)
0
2,367
83.39996
1
male
0
50
90
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
9
61,748
37,880.6562
null
10.75
white
32.695313
49
0.493958
0.375977
1
0
0
no
0.8
0.6
dnr after sadm
16
73
4.899414
137
40
36.09375
null
3.299805
1.399902
2.299805
150
7.449219
null
null
null
null
2
adl>=4 (>=5 if sur)
2
2,368
33.922
1
male
0
17
299
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
9
25,613
10,798.6406
null
17.333328
white
26.5
44
0.848999
0.796997
1
0
0
no
0.7
0.4
no dnr
17
65
16.5
130
24
38.09375
284
2.299805
8.298828
0.799927
141
7.549805
null
null
null
null
null
null
2.770508
2,369
63.29398
1
male
0
11
498
ARF/MOSF w/Sepsis
ARF/MOSF
5
19
null
0
21,501
10,837.3281
null
27
white
22.699219
40
0.829956
0.772949
1
1
0
no
0.7
0.6
no dnr
11
63
5.599609
80
14
36.79688
207.5
2.799805
0.5
5.899414
135
7.359375
null
null
null
0
1
no(M2 and SIP pres)
1
2,370
96.42694
1
female
0
5
1,050
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
5,218
3,066.8047
null
15
white
16.796875
20
0.716919
0.559937
1
0
0
no
null
null
no dnr
5
103
14.199219
80
20
36.69531
251.65625
null
1.299805
1.399902
144
7.329102
null
null
null
null
null
no(M2 and SIP pres)
3.303711
2,371
69.43994
1
male
1
5
5
COPD
COPD/CHF/Cirrhosis
2
9
under $11k
0
18,031
7,176.5977
null
34
white
33.296875
48
0.55188
0.353943
4
0
0
no
0.09
0.000729
no dnr
5
50
26
105
24
38
118.875
null
null
1.599854
136
7.259766
null
null
null
null
null
<2 mo. follow-up
2.71582
2,372
63.625
0
female
0
8
1,349
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
9
11,290
5,561.3125
null
9
white
16.796875
9
0.885986
0.80896
1
0
0
no
0.5
0.3
dnr after sadm
1
93
8.599609
100
20
36.69531
344.4375
null
null
0.799927
142
7.319336
null
null
null
0
1
no(M2 and SIP pres)
1
2,373
69.30597
0
male
0
15
1,349
Coma
Coma
1
8
$11-$25k
100
28,125
19,160.1094
null
15.666664
black
26.597656
49
0.060997
0.032997
1
0
0
yes
0.05
0.000125
no dnr
15
74
10.5
74
42
36.39844
124
3.399902
2.199707
1.5
138
7.459961
null
null
null
null
1
no(M2 and SIP pres)
1
2,374
85.51996
1
male
0
8
349
ARF/MOSF w/Sepsis
ARF/MOSF
5
8
null
0
10,072
5,087.5469
null
12
white
20.199219
37
0.685913
0.592896
1
1
0
metastatic
0.9
0.8
no dnr
8
61
14.798828
58
30
36.09375
314.25
3.099609
null
1.099854
140
7.489258
null
null
null
1
0
null
0
2,375
81.44299
0
female
0
16
1,347
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
9
52,123
35,130.2812
null
24.666656
white
22.898438
29
0.598999
0.490967
9
0
0
yes
0.5
0.4
dnr after sadm
9
61
15
69
24
38.29688
106.65625
2.699707
0.699951
1.399902
135
7.509766
null
null
null
0
0
no(M2 and SIP pres)
0
2,376
75.44098
0
female
0
9
1,344
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
$25-$50k
0
17,626
7,756.8359
null
13.5
black
29.796875
35
0.542969
0.428955
3
1
0
yes
0.95
0.93
no dnr
9
69
10.898438
70
14
36.19531
128
3.299805
1.299805
3.699707
141
7.449219
null
null
null
0
0
no(M2 and SIP pres)
0
2,377
63.978
1
female
0
35
269
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
79,417
48,618.5312
null
27
white
21.5
40
0.789917
0.721924
14
1
0
no
0.95
0.9
no dnr
35
77
16.5
80
4
36.39844
268
null
null
0.699951
139
7.389648
null
null
null
2
1
no(M2 and SIP pres)
1
2,378
38.80399
1
male
0
3
115
Colon Cancer
Cancer
1
10
$25-$50k
0
4,218
2,412.7617
null
12
white
17.796875
18
0.850952
0.669922
1
0
0
metastatic
0.9
0.9
no dnr
3
99
null
120
26
37.89844
null
3.599609
0.899902
0.699951
136
null
null
null
null
null
null
no(M2 and SIP pres)
1.734375
2,379
72.40497
1
female
0
10
761
MOSF w/Malig
ARF/MOSF
5
12
null
0
16,955
6,938.1562
null
15
white
16
35
0.821899
0.761963
1
1
0
yes
0.98
0.8
no dnr
10
113
93.890625
85
34
38.09375
232.25
4.199219
0.199982
0.899902
140
7.359375
null
null
null
1
0
no(M2 and SIP pres)
0
2,380
72.10095
1
male
1
9
9
MOSF w/Malig
ARF/MOSF
1
16
null
0
29,317
17,072.7812
null
25
white
26
37
0.60498
0.497986
3
0
0
yes
0.01
0.000001
dnr after sadm
1
100
63
80
32
35.69531
161.21875
null
null
1.5
146
7.429688
null
null
null
null
0
<2 mo. follow-up
0
2,381
80.27399
1
male
0
8
303
Colon Cancer
Cancer
2
16
>$50k
0
7,562
4,552.8359
null
2.5
white
13.699219
14
0.832886
0.635986
1
0
0
metastatic
0.98
0.8
no dnr
8
97
4.599609
80
20
36.69531
null
null
null
1.199951
140
null
null
null
null
3
1
no(M2 and SIP pres)
1
2,382
67.03595
1
male
1
8
8
Colon Cancer
Cancer
1
8
under $11k
0
16,195
9,882.6484
null
24
white
39.5
44
0.27594
0.040993
1
0
0
metastatic
0.2
0.02
dnr after sadm
7
117
19.597656
110
30
35.69531
316.3125
2.699707
9.5
1.299805
136
7.40918
null
null
null
3
1
<2 mo. follow-up
1
2,383
43.66098
1
male
0
11
282
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
0
19,138
9,625.2031
null
10.5
white
22.5
38
0.866943
0.819946
3
0
0
no
0.9
0.8
no dnr
11
133
5.299805
80
20
36.69531
null
2.199707
null
5.299805
136
null
null
null
null
0
1
no(M2 and SIP pres)
1
2,384
66.04498
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
2
16
null
0
11,598
3,684.0996
null
52
white
61
91
0
0
1
1
0
metastatic
0
0
dnr after sadm
3
33
23.796875
40
44
36.39844
105
2.199707
2.199707
4.199219
127
7.389648
null
null
null
null
null
<2 mo. follow-up
2.175293
2,385
83.06396
1
male
0
12
65
Cirrhosis
COPD/CHF/Cirrhosis
3
11
under $11k
0
17,204
10,102.1719
null
13.5
white
27.097656
44
0.344971
0.155975
1
0
0
yes
0.5
0.33
dnr after sadm
4
68
13.298828
60
20
35.59375
null
null
2
2.299805
131
null
null
null
null
1
0
no(M2 and SIP pres)
0
2,386
89.67297
1
female
1
10
10
MOSF w/Malig
ARF/MOSF
3
30
$25-$50k
9
19,612
5,866.1602
null
29
white
26.398438
44
0.539917
0.425964
2
0
0
yes
0.5
0.4
dnr after sadm
1
120
19.398438
78
28
37.89844
170
null
0.899902
4.199219
136
7.389648
null
null
null
1
null
<2 mo. follow-up
1.1669
2,387
84.51996
1
female
0
5
1,244
CHF
COPD/CHF/Cirrhosis
4
13
$11-$25k
0
5,884
4,059.6016
null
10
white
19.398438
30
0.756958
0.61499
1
0
0
yes
0.95
0.95
no dnr
5
117
9.298828
45
28
36.69531
223.3125
3.199707
0.399963
1.199951
143
7.369141
null
null
null
1
0
no(M2 and SIP pres)
0
2,388
71.88794
1
male
0
6
243
CHF
COPD/CHF/Cirrhosis
2
14
null
0
4,909
3,153.375
null
14
white
22.097656
34
0.814941
0.699951
1
1
0
no
0.98
0.95
no dnr
6
83
5.399414
70
20
35.59375
null
null
null
2.199707
133
null
null
null
null
5
null
SIP>=30
3.855299
2,389
75.67395
1
female
0
47
54
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
61,867
35,709
null
18.25
white
36.398438
68
0.487
0.368958
1
0
0
no
0.75
0.6
dnr after sadm
3
45
25.199219
160
48
39.29688
342.8125
2.5
0.799927
1.899902
142
7.269531
null
null
null
1
null
<2 mo. follow-up
1.1669
2,390
100.13098
1
female
0
5
1,082
CHF
COPD/CHF/Cirrhosis
3
4
null
0
4,485
2,759.3106
null
6
black
15.199219
23
0.755981
0.613892
1
0
0
yes
0.7
0.6
no dnr
5
77
6
60
15
36.09375
null
3.699707
null
1.099854
141
null
null
null
null
null
null
no(M2 and SIP pres)
3.382324
2,391
41.771
1
male
1
21
21
Cirrhosis
COPD/CHF/Cirrhosis
3
14
null
0
97,144
72,525.5625
null
44.333313
hispanic
24.097656
37
0.826904
0.718994
1
0
0
no
0.6
0.5
dnr after sadm
20
70
11.199219
70
10
38.09375
162
1.699951
5.5
0.799927
132
7.449219
null
null
null
null
1
<2 mo. follow-up
1
2,392
54.36798
0
male
0
14
1,324
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
35,856
23,739.0781
null
31.333328
white
30.699219
64
0.699951
0.609985
4
0
0
no
0.6
0.6
no dnr
14
61
7.599609
150
52
39.29688
102.5
2.5
0.399963
1.199951
134
7.229492
null
null
null
null
0
no(M2 and SIP pres)
0
2,393
71.43896
1
female
0
19
34
COPD
COPD/CHF/Cirrhosis
5
12
under $11k
0
25,724
12,041.1484
null
18.333328
white
21.597656
30
0.767944
0.630981
1
0
0
yes
0.6
0.5
dnr after sadm
7
100
12.298828
100
15
36.09375
355
3.799805
0.299988
2.599609
141
7.419922
null
null
null
null
0
<2 mo. follow-up
0
2,394
66.10297
0
male
0
4
1,321
COPD
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
6,726
2,813.3965
null
15
white
18.898438
32
0.870972
0.785889
1
1
0
no
null
null
no dnr
4
63
10.798828
54
14
36.29688
219.03125
null
1.399902
1.099854
142
7.379883
null
null
null
1
0
no(M2 and SIP pres)
0
2,395
72.30096
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
4
9
null
0
63,943
28,989.6094
null
48.5
black
37.5
74
0.362
0.244995
15
1
0
no
null
null
dnr after sadm
9
63
30.097656
119
38
35.19531
151.65625
2.199707
1
7.799805
132
7.319336
null
null
null
null
1
<2 mo. follow-up
1
2,396
72.81
1
female
1
10
10
Coma
Coma
4
12
under $11k
61
20,721
7,335.1953
null
31.5
white
38.59375
60
0.025997
0.011
1
1
1
no
0.1
0.001
dnr after sadm
9
43
22.398438
120
28
38.69531
324.4375
2.199707
null
3.699707
142
7.379883
null
null
null
null
7
<2 mo. follow-up
7
2,397
75.258
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
34,405
13,343.0625
null
42.5
white
34.5
36
0.386963
0.267944
5
0
0
yes
0.5
0.5
dnr after sadm
5
44
21.398438
108
16
38.19531
135
null
null
1.199951
145
7.399414
null
null
null
null
0
<2 mo. follow-up
0
2,398
74.72699
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
35,196
12,690.6484
null
40.5
white
38.195313
70
0.366943
0.248993
5
1
0
no
0.2
0.2
dnr after sadm
2
49
14.298828
120
34
38.29688
148.3125
2.899902
0.199982
3.399902
136
7.359375
null
null
null
null
null
<2 mo. follow-up
2.500488
2,399
66.97095
0
female
0
18
1,315
COPD
COPD/CHF/Cirrhosis
1
12
null
0
26,628
12,572.0234
null
12
white
18.796875
18
0.868896
0.781982
1
0
0
no
0.7
0.6
no dnr
18
62
8.398438
110
8
37.89844
162.5
3.799805
0.899902
0.899902
143
7.349609
null
null
null
3
4
no(M2 and SIP pres)
4
2,400
87.86298
0
female
0
15
1,314
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
28,359
18,643.0156
null
15.333328
white
33.5
63
0.458984
0.338989
2
0
0
no
0.85
0.5
dnr before sadm
-1
53
5.199219
66
36
35.59375
188
3.599609
0.799927
7.199219
137
7.329102
null
null
null
4
null
no(M2 and SIP pres)
3.183199