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
1,701
67.47998
1
female
0
8
266
Colon Cancer
Cancer
2
11
null
0
7,020
5,177.6289
null
11.5
white
20.296875
23
0.761963
0.510986
1
1
0
metastatic
0.8
0.25
no dnr
8
96
6.299805
80
20
37.59375
null
2.899902
0.5
1.5
139
null
null
null
null
1
1
no(M2 and SIP pres)
1
1,702
77.758
1
male
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$11-$25k
9
17,610
10,376.9688
null
18.333328
white
36.398438
68
0.425964
0.306946
1
0
0
no
0.4
0
dnr after sadm
7
49
7.199219
94
36
34.19531
320
3.599609
1.599854
6.5
136
7.429688
null
null
null
null
5
<2 mo. follow-up
5
1,703
36.27698
0
female
0
11
1,953
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
null
0
20,110
8,962.0156
null
28
white
23.5
29
0.888916
0.848999
1
0
0
no
0.6
0.6
no dnr
11
54
18.296875
76
14
35.79688
195
2.799805
0.599976
0.799927
139
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
1,704
80.75
0
male
0
23
1,952
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
0
25,860
17,224.5469
null
14
white
20
29
0.747925
0.668945
2
1
0
yes
0.95
0.85
no dnr
23
100
11.398438
100
26
37.79688
322.5
2.899902
1.199951
1.299805
148
7.359375
null
null
null
1
2
no(M2 and SIP pres)
2
1,705
68.323
1
female
0
17
223
COPD
COPD/CHF/Cirrhosis
3
12
null
0
33,471
19,604.7969
null
14.666664
white
21.296875
37
0.768921
0.632935
3
1
0
yes
0.9
0.8
no dnr
17
67
9.599609
122
26
37.79688
227.5
null
null
1.099854
132
7.40918
null
null
null
0
1
no(M2 and SIP pres)
1
1,706
71.63599
0
female
0
14
1,951
COPD
COPD/CHF/Cirrhosis
1
7
under $11k
0
10,530
7,928.7734
null
10.333328
white
16.097656
40
0.875
0.791992
1
0
0
no
0.9
0.85
no dnr
14
63
8.699219
76
30
36.29688
240
null
null
1.199951
143
7.339844
null
null
null
2
4
no(M2 and SIP pres)
4
1,707
70.76495
1
male
0
10
252
COPD
COPD/CHF/Cirrhosis
1
11
$11-$25k
0
8,711
6,830.3867
null
13
white
23.296875
24
0.791992
0.665894
1
0
0
no
0.95
0.8
no dnr
10
83
10.699219
108
32
36.09375
188.5625
null
null
1
141
7.359375
null
null
null
2
0
no(M2 and SIP pres)
0
1,708
89.487
0
female
0
3
1,950
COPD
COPD/CHF/Cirrhosis
2
12
null
0
3,584
2,357.1133
null
14
white
18.5
22
0.740967
0.592896
1
0
0
no
0.9
0.7
no dnr
3
100
14.398438
86
18
37.29688
200
null
null
0.599976
138
7.329102
null
null
null
null
0
no(M2 and SIP pres)
0
1,709
55.80298
1
female
0
3
221
COPD
COPD/CHF/Cirrhosis
0
12
null
0
3,057
1,528.8027
null
7
white
21.796875
24
0.884888
0.807983
1
0
0
no
0.8
0.5
dnr after sadm
2
90
7.5
110
25
37.59375
208
null
null
0.5
139
7.349609
null
null
null
4
6
adl>=4 (>=5 if sur)
6
1,710
72.59698
1
male
0
14
291
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
17,419
10,273.3359
null
19.666656
white
23
28
0.794922
0.727905
1
0
0
no
1
0.99
no dnr
14
63
4.299805
102
28
37.5
365
2.799805
null
1.699951
139
7.399414
null
null
null
null
4
adl>=4 (>=5 if sur)
4
1,711
79.62994
1
female
0
12
1,398
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
9
11,895
6,759.8086
null
11.5
white
25.898438
32
0.685913
0.592896
1
0
1
no
null
null
dnr after sadm
1
75
11.099609
101
26
37.19531
141.65625
null
null
0.799927
147
7.139648
null
null
null
null
3
no(M2 and SIP pres)
3
1,712
71.54297
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
31,316
16,828.9375
null
29.5
white
32.195313
55
0.412964
0.292969
5
0
0
yes
0.15
0.12
dnr after sadm
5
60
1.299805
136
32
36
371.375
1.699951
0.099991
1.799805
145
7.469727
null
null
null
null
5
<2 mo. follow-up
5
1,713
42.78998
1
female
1
7
7
MOSF w/Malig
ARF/MOSF
1
null
null
0
19,185
9,497.8828
null
37
null
50
86
0.049995
0.015999
3
0
0
yes
0
0
dnr after sadm
4
49
3.899902
128
28
34.5
436
null
8.5
3.899902
138
7.209961
null
null
null
null
null
<2 mo. follow-up
2.518066
1,714
73.91895
1
female
0
6
46
CHF
COPD/CHF/Cirrhosis
2
7
under $11k
0
4,780
3,638.6152
null
10
white
18.296875
31
0.853882
0.759888
1
1
0
no
0.9
0.8
no dnr
6
97
null
76
24
37.69531
256.625
null
null
2.799805
139
7.439453
null
null
null
1
5
<2 mo. follow-up
5
1,715
67.37598
0
male
0
13
1,945
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
0
21,696
18,037.2969
null
24
white
31.097656
59
0.671997
0.575928
1
1
0
no
0.95
1
no dnr
13
75
11.5
150
8
38.59375
121.65625
null
0.899902
2
134
7.459961
null
null
null
0
0
no(M2 and SIP pres)
0
1,716
77.06995
1
female
0
6
12
CHF
COPD/CHF/Cirrhosis
1
10
null
0
3,634
2,929.1738
null
9
white
16.597656
31
0.862915
0.772949
1
0
0
no
0.5
0.3
no dnr
6
117
9.5
74
16
36.29688
null
4.199219
0.5
2.899902
135
null
null
null
null
0
1
<2 mo. follow-up
1
1,717
72.10095
1
male
0
22
56
CHF
COPD/CHF/Cirrhosis
1
null
null
0
24,014
18,220.5156
null
17
white
28.796875
35
0.700928
0.53894
1
0
0
no
0.25
0.1
dnr after sadm
3
70
3.299805
72
20
36.29688
null
3.199707
null
5.299805
128
null
null
null
null
0
1
no(M2 and SIP pres)
1
1,718
96.422
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
17,637
7,842.3086
null
26.5
white
34.5
52
0.217987
0.120987
3
0
0
no
0.5
0.5
dnr after sadm
8
51
20.597656
80
28
36.09375
250
2.799805
null
3.099609
128
7.419922
null
null
null
null
null
<2 mo. follow-up
4.890625
1,719
70.034
1
female
0
47
1,687
CHF
COPD/CHF/Cirrhosis
3
8
$11-$25k
0
69,542
49,621.9688
null
20.25
white
17.199219
32
0.875977
0.793945
1
1
0
no
0.9
0.9
no dnr
47
111
13.099609
80
32
35.89844
null
4
null
1.599854
141
null
null
null
null
0
1
no(M2 and SIP pres)
1
1,720
65.51697
1
male
0
6
197
Lung Cancer
Cancer
2
null
null
0
8,659
6,245.7969
null
12
white
5.799805
16
0.868896
0.706909
1
0
0
metastatic
0.9
0.5
no dnr
6
80
7.099609
86
20
37.5
null
4.199219
null
1.299805
138
null
null
null
null
1
0
no(M2 and SIP pres)
0
1,721
91.67694
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
under $11k
0
14,107
5,900.5625
null
32
white
37.09375
55
0.265991
0.158997
1
1
0
yes
0.1
0.001
dnr after sadm
4
46
15.099609
50
26
37.69531
185
3.199707
0.699951
3.099609
136
7.289062
null
null
null
null
0
<2 mo. follow-up
0
1,722
36.53699
0
male
0
62
1,941
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$25-$50k
0
117,256
31,268.7656
null
28
white
20.699219
33
0.897949
0.861938
3
0
0
no
null
null
no dnr
62
108
8.898438
110
8
39.29688
202
1.899902
1.899902
1.199951
133
7.389648
null
null
null
null
1
adl>=4 (>=5 if sur)
1
1,723
81.284
0
female
0
6
1,939
CHF
COPD/CHF/Cirrhosis
1
null
>$50k
0
5,025
3,666.4121
null
8
white
15.898438
31
0.85791
0.764893
1
0
0
no
0.9
0.5
dnr before sadm
0
105
7.899414
58
28
36.29688
304.75
3.699707
null
1
142
7.489258
null
null
null
0
0
no(M2 and SIP pres)
0
1,724
71.16498
0
male
0
13
1,938
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
9
17,918
11,141.7109
null
16.5
white
17.5
30
0.849976
0.797974
1
0
0
no
0.95
0.85
no dnr
13
73
5.799805
68
27
37.79688
266.625
2.599609
null
1.5
138
7.449219
null
null
null
0
0
no(M2 and SIP pres)
0
1,725
62.64499
1
female
0
9
13
Colon Cancer
Cancer
1
null
null
0
9,016
2,677.668
null
10
white
35.09375
32
0.425964
0.120987
1
0
0
metastatic
0.25
0.05
dnr after sadm
1
80
8.898438
70
25
37
null
2.799805
29
0.699951
142
null
null
null
null
7
7
<2 mo. follow-up
7
1,726
39.31299
0
female
0
12
1,938
MOSF w/Malig
ARF/MOSF
1
12
null
0
24,390
15,204.3672
null
24.5
white
29.097656
73
0.600952
0.493958
2
0
0
yes
null
null
no dnr
12
135
7.199219
150
42
37.5
285.6875
2.699707
2.599609
3.099609
144
7.299805
null
null
null
0
0
no(M2 and SIP pres)
0
1,727
77.24799
1
female
1
47
47
Lung Cancer
Cancer
1
null
under $11k
9
41,185
32,064.5625
null
8
white
12
24
0.744995
0.482971
1
0
0
metastatic
0.5
0.3
dnr after sadm
7
93
18.199219
72
26
37
null
4
0.699951
1.199951
134
null
null
null
null
null
0
<2 mo. follow-up
0
1,728
41.02698
1
male
1
47
47
Cirrhosis
COPD/CHF/Cirrhosis
2
18
>$50k
0
57,856
41,057.1875
null
10.75
white
41.796875
58
0.459961
0.257996
1
0
0
no
0.5
0.3
dnr after sadm
38
73
15
110
24
37
null
2.899902
50.695313
5
135
null
null
null
null
1
null
<2 mo. follow-up
1.1669
1,729
77.96594
0
female
0
16
1,937
COPD
COPD/CHF/Cirrhosis
3
15
$11-$25k
9
14,553
10,891.6562
null
15.666664
white
21.296875
35
0.748901
0.603882
1
1
0
no
0.8
0.6
dnr after sadm
4
95
10.298828
94
28
37.79688
277.75
null
null
2.5
142
7.429688
null
null
null
null
3
SIP>=30
3
1,730
62.63898
1
male
0
18
91
Lung Cancer
Cancer
1
16
$11-$25k
0
26,939
20,709.8594
null
14.666664
black
13.199219
23
0.779907
0.539917
1
0
0
metastatic
0.8
0.3
dnr after sadm
7
135
9.798828
48
15
36.5
null
4
0.599976
1.099854
133
null
null
null
null
0
0
adl>=4 (>=5 if sur)
0
1,731
68.27698
1
male
0
6
111
Colon Cancer
Cancer
1
16
null
0
5,046
3,617.6836
null
6
white
16
28
0.823975
0.618896
1
0
0
metastatic
0.9
0.2
no dnr
6
97
20
72
20
37.19531
null
3.799805
0.399963
2.199707
136
null
null
null
null
2
2
no(M2 and SIP pres)
2
1,732
68.64099
1
female
0
19
470
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
50,918
32,448.8281
null
23.333328
white
22.398438
41
0.669922
0.574951
5
0
0
metastatic
0.6
0.3
no dnr
19
74
14.599609
117
41
38.29688
415
null
null
0.899902
146
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
1,733
64.43298
1
male
1
5
5
COPD
COPD/CHF/Cirrhosis
2
20
null
9
5,135
3,777.4356
null
12
white
24.898438
47
0.67688
0.505981
1
0
0
metastatic
0.2
0.5
dnr after sadm
2
115
29.898438
80
40
36
210
3.199707
null
0.899902
149
7.529297
null
null
null
null
0
<2 mo. follow-up
0
1,734
86.65295
1
male
0
7
103
CHF
COPD/CHF/Cirrhosis
4
null
null
0
4,723
3,616.1152
null
9
white
18.296875
43
0.810913
0.69397
1
0
1
no
0.9
0.8
no dnr
7
71
6.5
80
42
35.79688
252.375
4
1.599854
1.699951
143
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
1,735
67.409
1
male
0
12
1,563
CHF
COPD/CHF/Cirrhosis
2
null
null
0
9,601
7,057.1562
null
6
white
18.699219
19
0.834961
0.72998
1
0
0
yes
0.95
0.9
no dnr
12
97
10.398438
69
27
36
null
null
null
1.299805
144
null
null
null
null
null
null
null
2.505371
1,736
71.79999
1
male
0
14
511
ARF/MOSF w/Sepsis
ARF/MOSF
1
21
null
0
31,459
15,559.6328
null
17
white
22.699219
32
0.748901
0.669922
9
0
0
no
0.9
0.6
no dnr
14
53
11.898438
49
24
37.39844
280.9375
null
null
1
138
7.479492
null
null
null
1
0
no(M2 and SIP pres)
0
1,737
84.85999
1
male
0
10
1,478
COPD
COPD/CHF/Cirrhosis
2
10
null
0
8,570
6,200.0781
null
13
black
15.099609
22
0.822998
0.711914
1
0
0
no
0.98
0.9
no dnr
10
103
14.398438
80
22
37.79688
null
null
null
1.399902
142
7.389648
null
null
null
3
null
no(M2 and SIP pres)
2.511099
1,738
76.06
1
male
1
15
15
COPD
COPD/CHF/Cirrhosis
2
14
under $11k
0
35,239
11,708.6641
null
38.333313
white
30.699219
36
0.601929
0.412964
1
0
0
no
0.95
0.75
dnr after sadm
14
61
9.798828
118
12
38.19531
111.65625
2.899902
1.299805
1.599854
136
7.419922
null
null
null
null
0
<2 mo. follow-up
0
1,739
78.672
1
male
0
10
1,815
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
10,477
5,305.0938
null
14.5
white
19.296875
37
0.826904
0.767944
1
1
0
no
0.9
0.8
dnr after sadm
1
109
10.298828
111
32
37.89844
420
2.799805
0.799927
0.899902
143
7.399414
null
null
null
null
5
adl>=4 (>=5 if sur)
5
1,740
30.55199
1
male
0
32
304
Cirrhosis
COPD/CHF/Cirrhosis
3
null
null
0
76,135
41,028.2812
null
22
black
21.5
29
0.896973
0.826904
1
0
0
no
0.55
0.45
no dnr
32
63
15.199219
126
20
38.19531
392
2.099609
3.799805
1
140
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
1,741
50.396
0
female
0
5
1,921
COPD
COPD/CHF/Cirrhosis
2
5
null
0
4,530
3,147.0176
null
6
black
25.597656
45
0.870972
0.785889
1
0
0
no
0.99
0.95
no dnr
5
51
14.398438
92
24
37
185.6875
null
null
1.299805
134
7.289062
null
null
null
1
1
no(M2 and SIP pres)
1
1,742
56.00299
1
female
0
8
409
Lung Cancer
Cancer
2
12
>$50k
0
10,614
7,028.1914
null
16
white
20.296875
15
0.660889
0.358948
1
0
0
metastatic
0.95
0.75
no dnr
8
116
6
74
28
36.69531
null
3.299805
null
0.599976
139
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,743
76.33698
1
female
0
13
104
COPD
COPD/CHF/Cirrhosis
1
8
under $11k
0
9,457
6,602.0273
null
11.5
white
20.296875
31
0.800903
0.679932
1
0
0
no
0.9
0.8
no dnr
13
87
9.599609
122
36
38.5
340
null
null
0.899902
143
7.419922
null
null
null
null
null
no(M2 and SIP pres)
3.076172
1,744
59.21399
0
female
0
12
1,919
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
33,298
22,645.9688
null
19
black
28.199219
37
0.725952
0.641968
4
1
0
no
null
null
no dnr
12
105
13.5
100
40
38.59375
130
null
null
1.799805
138
7.479492
null
null
null
null
1
null
1
1,745
66.34595
0
female
0
7
1,916
COPD
COPD/CHF/Cirrhosis
2
11
null
0
4,751
3,376.4043
null
9
white
17
20
0.886963
0.81189
1
0
0
no
0.95
0.92
dnr after sadm
1
97
10.5
100
32
36.59375
303.3125
null
null
1.099854
139
7.349609
null
null
null
6
3
no(M2 and SIP pres)
3
1,746
61.48099
0
female
0
25
1,916
CHF
COPD/CHF/Cirrhosis
2
4
$11-$25k
0
21,507
14,395.5781
null
12.75
white
16.597656
41
0.900879
0.833984
1
1
0
no
0.9
0.8
no dnr
25
105
8.798828
98
32
37.09375
255.53125
null
null
1
140
7.459961
null
null
null
0
5
no(M2 and SIP pres)
5
1,747
63.27399
1
male
0
8
1,244
CHF
COPD/CHF/Cirrhosis
4
10
$11-$25k
0
7,418
4,707.8086
null
10
white
17.699219
27
0.825928
0.715942
1
1
0
metastatic
1
0.9
no dnr
8
63
9.199219
100
25
36.59375
466.625
3.699707
1.099854
1.299805
135
7.40918
null
null
null
0
5
no(M2 and SIP pres)
5
1,748
79.64996
0
male
0
6
1,915
COPD
COPD/CHF/Cirrhosis
2
15
under $11k
0
4,776
3,234.5801
null
13
white
14.599609
10
0.855957
0.762939
1
0
0
no
0.8
0.6
no dnr
6
85
7.299805
86
20
36.79688
588.25
null
null
0.899902
145
7.439453
null
null
null
null
4
no(M2 and SIP pres)
4
1,749
62.51599
1
female
0
72
135
COPD
COPD/CHF/Cirrhosis
3
null
under $11k
0
134,421
35,840.0625
null
27.5
black
19.199219
40
0.881958
0.803955
1
1
0
no
0.9
0.75
no dnr
72
143
7.199219
130
32
38.19531
262.9375
null
null
1.199951
141
7.299805
null
null
null
null
0
adl>=4 (>=5 if sur)
0
1,750
57.60999
1
male
0
12
235
Lung Cancer
Cancer
1
12
$25-$50k
0
14,797
9,158.2656
null
15.5
white
15.199219
14
0.756958
0.501953
1
0
0
metastatic
0.5
0.1
dnr after sadm
2
81
2.799805
78
22
35.69531
null
null
0.5
1.099854
141
null
null
null
null
0
0
no(M2 and SIP pres)
0
1,751
85.50598
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
24,531
8,586.1094
null
26.666656
white
27.699219
47
0.650879
0.55188
1
0
0
no
0.9
0.8
dnr after sadm
14
107
10.599609
55
44
38.19531
134.6875
null
null
1.899902
143
7.449219
null
null
null
null
0
<2 mo. follow-up
0
1,752
68.29297
1
male
0
6
10
CHF
COPD/CHF/Cirrhosis
2
15
$11-$25k
0
4,825
3,000.5684
null
9
white
18.898438
40
0.863892
0.774902
1
1
0
no
0.95
0.75
no dnr
6
63
8.599609
61
20
36.09375
319
3.699707
0.399963
2.199707
138
7.479492
null
null
null
1
0
<2 mo. follow-up
0
1,753
88.28699
0
female
0
9
1,910
COPD
COPD/CHF/Cirrhosis
2
10
under $11k
0
7,485
4,946.9727
null
8
white
19.699219
27
0.727905
0.574951
1
1
0
no
0.9
0.9
no dnr
9
69
5.5
80
14
36.09375
484
null
null
0.699951
129
7.349609
null
null
null
4
6
SIP>=30
6
1,754
80.32898
1
female
0
6
77
Colon Cancer
Cancer
2
10
null
0
6,066
3,936.1367
null
14
white
20.5
45
0.727905
0.455994
1
0
0
metastatic
0.5
0.2
dnr after sadm
1
123
7.099609
60
42
38.19531
null
2.799805
0.599976
4.099609
144
null
null
null
null
null
0
adl>=4 (>=5 if sur)
0
1,755
25.92999
0
male
0
9
1,909
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
under $11k
0
31,526
33,885.3438
null
10.5
white
30.398438
51
0.812988
0.750977
5
0
0
no
null
null
no dnr
9
145
15.798828
120
20
36.09375
136
null
null
12.199219
135
7.199219
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,756
85.15796
1
female
0
7
41
CHF
COPD/CHF/Cirrhosis
1
null
null
0
5,272
3,606.2617
null
6
white
24.097656
39
0.7229
0.567993
1
0
0
no
null
null
dnr after sadm
1
55
6.599609
62
40
35.39844
428.5625
null
null
1.299805
138
7.489258
null
null
null
null
null
<2 mo. follow-up
3.181152
1,757
40.375
0
male
0
4
1,909
COPD
COPD/CHF/Cirrhosis
0
10
under $11k
0
3,558
1,725.0977
null
5
hispanic
15.398438
10
0.957886
0.928955
1
0
0
no
0.9
0.8
no dnr
4
83
9.898438
80
20
36.69531
130
4.199219
0.399963
1
143
6.969727
null
null
null
0
1
SIP>=30
1
1,758
65.53595
1
male
0
50
991
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
38,225
26,093.1875
null
12.25
white
21.398438
24
0.827881
0.769897
2
0
0
no
0.95
0.9
no dnr
50
53
12.398438
77
24
39.29688
185.6875
2.5
0.299988
1
143
7.419922
null
null
null
4
3
SIP>=30
3
1,759
59.35098
1
female
0
13
57
Lung Cancer
Cancer
1
16
>$50k
0
14,557
9,539.7266
null
10
white
25.097656
10
0.532959
0.210999
1
0
0
metastatic
0.8
0.5
no dnr
13
100
6.099609
108
24
36.79688
null
2.899902
0.299988
0.699951
145
null
null
null
null
null
null
<2 mo. follow-up
3.055176
1,760
69.95996
0
female
0
23
1,907
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
9
33,506
29,262.4844
null
18.666656
white
24
39
0.710938
0.622925
7
1
0
no
0.8
0.7
no dnr
23
113
8.298828
63
26
38.09375
175.5
2.5
0.699951
2.599609
153
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
1,761
83.35394
1
male
0
8
100
CHF
COPD/CHF/Cirrhosis
3
16
null
0
6,006
4,201.6367
null
8.5
white
17.597656
23
0.790894
0.66394
1
0
0
yes
0.9
0.5
no dnr
8
80
11.599609
68
24
36.29688
null
3.599609
0.5
1.5
134
null
null
null
null
0
3
no(M2 and SIP pres)
3
1,762
62.17697
0
female
0
5
1,907
CHF
COPD/CHF/Cirrhosis
2
6
under $11k
0
5,648
3,686.043
null
13
black
30.398438
50
0.721924
0.566895
1
1
0
no
0.95
0.9
no dnr
5
63
10.398438
104
28
36.79688
null
2.099609
0.299988
2.399902
146
null
null
null
null
6
null
no(M2 and SIP pres)
4.527397
1,763
64.63196
1
female
0
14
33
CHF
COPD/CHF/Cirrhosis
2
12
null
0
14,478
8,823.1172
null
19.333328
white
41.195313
56
0.262939
0.096985
1
0
0
metastatic
0.6
0.45
dnr after sadm
6
43
6.599609
120
38
34.79688
418.5
3.599609
null
1.299805
126
7.489258
null
null
null
0
1
<2 mo. follow-up
1
1,764
77.98798
1
female
1
15
15
COPD
COPD/CHF/Cirrhosis
0
12
under $11k
0
28,654
8,108.0273
null
33
white
27.796875
24
0.649902
0.471985
1
0
0
no
0.5
0.25
dnr after sadm
7
50
9.599609
112
8
38.39844
332.5
3.199707
null
0.5
136
7.389648
null
null
null
null
0
<2 mo. follow-up
0
1,765
25.782
0
male
0
7
1,906
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
$25-$50k
0
9,020
3,857.5996
null
15
other
14.599609
11
0.953979
0.93689
1
0
0
no
1
0.95
no dnr
7
73
5.5
76
24
39.09375
null
2.799805
0.199982
1.299805
140
null
null
null
null
0
1
no(M2 and SIP pres)
1
1,766
92.95599
1
female
1
11
11
COPD
COPD/CHF/Cirrhosis
2
8
under $11k
0
16,444
5,627.5742
null
18.5
white
17.398438
31
0.73291
0.581909
1
0
0
no
0.05
0.000125
dnr after sadm
10
68
8.599609
68
24
36.79688
422.1875
null
null
1.799805
145
7.379883
null
null
null
2
2
<2 mo. follow-up
2
1,767
81.56897
1
female
0
8
396
CHF
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
6,537
4,397.2109
null
10.5
white
18.199219
33
0.829956
0.7229
1
0
0
no
0.99
0.98
no dnr
8
69
10.699219
78
22
36.09375
252
null
0.899902
1.699951
140
7.519531
null
null
null
0
0
no(M2 and SIP pres)
0
1,768
65.06195
1
female
0
5
120
Lung Cancer
Cancer
1
12
null
0
3,867
2,508.041
null
6
white
24.296875
23
0.536987
0.213989
1
0
0
metastatic
null
null
no dnr
5
107
9.798828
98
28
36.59375
null
3.299805
0.599976
1.199951
142
null
null
null
null
null
null
no(M2 and SIP pres)
2.242676
1,769
72.047
1
female
0
10
389
Colon Cancer
Cancer
1
16
$25-$50k
0
7,914
5,386.832
null
8.5
black
13.398438
22
0.849976
0.668945
1
0
0
metastatic
0.3
0.2
no dnr
10
73
2.399902
76
20
37
null
null
0.899902
0.899902
138
null
null
null
null
1
0
no(M2 and SIP pres)
0
1,770
77.97894
1
female
0
7
777
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
null
0
8,999
5,357.5039
null
16
white
30.199219
45
0.477966
0.359985
1
0
0
metastatic
0.95
0.75
no dnr
7
105
17.597656
130
26
36
332
3.299805
null
6.299805
137
7.429688
null
null
null
0
1
no(M2 and SIP pres)
1
1,771
70.44995
1
male
1
17
17
Coma
Coma
2
20
null
61
25,671
19,454.9688
null
15.333328
white
20.296875
23
0.431946
0.357971
2
1
0
no
0.1
0.001
dnr after sadm
2
81
10.798828
104
38
39
345
null
null
1.399902
139
7.429688
null
null
null
null
0
<2 mo. follow-up
0
1,772
67.95099
1
female
1
38
38
Colon Cancer
Cancer
1
12
null
0
33,734
22,634.6719
null
8.75
white
15
26
0.836914
0.642944
1
0
0
metastatic
0.8
0.5
dnr after sadm
5
73
10.199219
78
16
36.5
null
3.599609
0.399963
1.599854
137
null
null
null
null
1
null
<2 mo. follow-up
1.1669
1,773
75.33197
1
female
1
60
60
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
180,272
73,283.0625
null
41
white
43.195313
76
0.28894
0.178986
1
0
0
no
null
null
dnr after sadm
45
44
43.09375
105
14
36.09375
265
1.5
4.599609
7.599609
128
7.329102
null
null
null
null
1
null
1
1,774
76.646
1
female
0
20
38
COPD
COPD/CHF/Cirrhosis
2
16
>$50k
26
12,745
9,543.7656
null
6
white
18.296875
22
0.759888
0.619995
1
0
1
no
0.8
0.5
dnr after sadm
1
84
5.299805
76
30
36.59375
238.09375
null
0.5
0.399963
144
7.379883
null
null
null
null
7
<2 mo. follow-up
7
1,775
81.28699
1
male
0
12
137
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
26
12,674
6,361.8516
null
17.5
white
22.097656
33
0.69397
0.602905
1
0
1
no
0.9
0.75
no dnr
12
74
10.898438
60
22
36.59375
408
3.299805
0.599976
2.5
137
7.459961
null
null
null
null
null
null
5.480469
1,776
93.91394
1
female
1
7
7
COPD
COPD/CHF/Cirrhosis
2
null
null
0
13,570
11,662.1562
null
20.5
white
32.695313
55
0.330994
0.144989
1
0
0
no
0
0
dnr after sadm
1
42
13.199219
127
26
38.29688
234
null
null
1.399902
140
7.269531
null
null
null
null
4
<2 mo. follow-up
4
1,777
80.72296
1
female
0
8
108
COPD
COPD/CHF/Cirrhosis
3
null
null
9
7,633
4,950.8477
null
15
white
24.898438
56
0.654907
0.477966
1
0
1
no
0.8
0.7
dnr after sadm
1
112
7
160
28
38.19531
161.65625
4.099609
null
2.599609
141
7.089844
null
null
null
null
4
adl>=4 (>=5 if sur)
4
1,778
60.35599
1
male
1
9
9
Colon Cancer
Cancer
1
null
null
0
13,863
8,505.2422
null
16
white
59
82
0.003
0
1
0
0
metastatic
null
null
dnr after sadm
3
49
8.199219
130
36
35.09375
null
2.399902
20.199219
2.799805
137
null
null
null
null
null
null
<2 mo. follow-up
2.29541
1,779
60.34497
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
$11-$25k
0
86,807
67,231.1875
null
36
white
28.199219
37
0.700928
0.610962
8
1
0
no
0.8
0.8
no dnr
18
51
11.599609
102
8
38.79688
168
null
null
1.299805
147
7.259766
null
null
null
null
4
<2 mo. follow-up
4
1,780
93.77399
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
15,581
6,194.3398
null
23.5
white
31.5
44
0.501953
0.384949
1
0
1
no
0.05
0.000125
dnr after sadm
2
50
3.899902
60
25
36.69531
155
3
0.299988
0.899902
145
7.359375
null
null
null
null
null
<2 mo. follow-up
5.107422
1,781
70.82794
1
female
0
13
321
MOSF w/Malig
ARF/MOSF
1
null
null
0
14,896
7,133.4609
null
22
white
30.398438
41
0.451965
0.332947
1
0
0
metastatic
0.2
0.04
dnr after sadm
2
56
14.298828
102
40
38.09375
114
2.799805
0.599976
0.599976
138
7.429688
null
null
null
null
null
null
2.492676
1,782
69.76898
1
female
1
9
9
Lung Cancer
Cancer
2
12
null
0
9,542
6,106.1094
null
15.5
white
30.796875
41
0.33197
0.064987
1
0
0
metastatic
0.5
0.1
dnr after sadm
2
70
67.296875
116
38
36.79688
338.0625
2.899902
0.399963
0.899902
143
7.459961
null
null
null
0
0
<2 mo. follow-up
0
1,783
46.349
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
100,904
64,948.5938
null
50
white
40.09375
73
0.455994
0.336975
23
0
0
no
null
null
dnr after sadm
8
57
23.796875
102
12
37
268.3125
2.399902
39.296875
3.899902
138
7.419922
null
null
null
null
null
<2 mo. follow-up
2.762207
1,784
61.14697
1
female
0
12
161
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
23,298
13,658.8594
null
21
white
22.699219
42
0.784912
0.714966
4
1
0
no
null
null
no dnr
12
120
11
62
30
38
234.6875
3
null
6.199219
140
7.319336
null
null
null
null
null
null
2.272949
1,785
51.13998
0
male
0
6
1,890
ARF/MOSF w/Sepsis
ARF/MOSF
2
6
under $11k
0
7,438
2,830.9902
null
15
white
15.398438
21
0.921997
0.892944
1
0
0
no
0.98
0.97
no dnr
6
63
7.099609
75
28
36.39844
256
null
0.5
0.899902
139
7.459961
null
null
null
2
0
adl>=4 (>=5 if sur)
0
1,786
59.69598
1
male
0
30
122
Colon Cancer
Cancer
2
null
null
0
40,846
25,642.7969
null
10.75
white
13.699219
22
0.863892
0.696899
1
0
0
metastatic
null
null
no dnr
30
56
8
80
15
36.69531
null
3.699707
0.399963
1.099854
145
null
null
null
null
null
null
null
2.358887
1,787
73.31995
0
female
0
25
1,887
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
28,079
14,801.8203
null
12.333328
white
23.597656
33
0.784912
0.714966
1
0
0
no
1
0.95
no dnr
25
99
10.099609
102
42
38.09375
144.875
2.5
0.5
0.799927
142
7.419922
null
null
null
null
null
null
2.424805
1,788
35.76199
0
male
0
12
1,886
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
$11-$25k
0
14,027
6,408.0898
null
21.5
white
23.199219
25
0.891968
0.853882
1
0
0
no
0.9
0.9
no dnr
12
53
14.5
106
22
38
212.21875
2.299805
1.5
1.099854
138
7.469727
null
null
null
2
null
no(M2 and SIP pres)
1.839
1,789
77.35797
1
female
0
19
896
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
28,820
13,814.8125
null
21.666656
white
42.695313
57
0.243988
0.085999
1
1
0
no
0.5
0.5
dnr after sadm
1
37
10.5
92
40
37.59375
170
2.5
0.399963
1.099854
153
7.399414
null
null
null
null
null
no(M2 and SIP pres)
3.270996
1,790
83.57794
1
male
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
0
null
37
65,318
51,210.2188
null
47
white
37.898438
72
0.058998
0.019997
15
0
0
yes
null
null
dnr after sadm
11
67
19.199219
130
34
38.79688
74
1.799805
null
2.799805
133
7.40918
null
null
null
null
1
<2 mo. follow-up
1
1,791
82.80096
1
female
0
20
368
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
35,464
29,197.8125
null
19.666656
white
23.097656
32
0.755981
0.677979
1
0
0
no
0.9
0.7
no dnr
20
64
13.5
54
24
37.39844
190
null
null
1.699951
134
7.439453
null
null
null
0
null
null
0.4948
1,792
58.82498
1
male
0
5
1,625
Lung Cancer
Cancer
1
12
under $11k
0
5,670
3,605.0137
null
15
black
10.5
13
0.824951
0.620972
1
0
0
metastatic
0.95
0.75
no dnr
5
103
3.399902
64
20
36.59375
null
3.799805
0.199982
1
141
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,793
77.56097
0
female
0
7
1,883
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,333
3,607.3574
null
13
hispanic
16.597656
22
0.827881
0.718994
1
0
0
yes
0.95
0.95
no dnr
7
107
7.799805
78
24
35.79688
null
null
0.899902
1.399902
137
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
1,794
53.70297
1
female
0
47
1,794
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
91,986
72,924.0625
null
34.25
white
25.796875
36
0.796997
0.72998
3
1
0
no
0.7
0.65
no dnr
47
65
18.296875
150
10
38.29688
164
null
null
0.599976
137
7.509766
null
null
null
null
1
SIP>=30
1
1,795
78.43695
1
female
1
6
6
MOSF w/Malig
ARF/MOSF
2
14
$25-$50k
0
17,635
6,980.957
null
40
white
39.195313
61
0.18399
0.095993
1
0
0
metastatic
0.2
0.1
dnr after sadm
5
49
1.399902
140
24
39
138
1.799805
1.599854
1.099854
144
7.319336
null
null
null
null
0
<2 mo. follow-up
0
1,796
52.68997
1
male
0
10
858
COPD
COPD/CHF/Cirrhosis
1
12
$25-$50k
0
11,201
6,830.2617
null
13.5
white
23.597656
32
0.880981
0.800903
1
0
0
no
0.99
0.9
no dnr
10
110
13.099609
120
30
36.69531
192.84375
null
0.699951
0.899902
137
7.389648
null
null
null
0
1
no(M2 and SIP pres)
1
1,797
44.30399
1
female
1
21
21
Cirrhosis
COPD/CHF/Cirrhosis
3
12
null
9
56,112
21,248.1875
null
30
black
25.699219
38
0.767944
0.630981
1
0
0
no
0.1
0.001
dnr after sadm
20
59
12.398438
139
21
39.09375
432
3.299805
5.899414
0.899902
138
7.40918
null
null
null
7
0
<2 mo. follow-up
0
1,798
82.09399
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
under $11k
0
15,079
5,353.8984
null
54
white
75.890625
96
0
0
2
1
0
no
0
0
dnr after sadm
5
0
11.5
0
0
35.59375
306
null
0.699951
2.299805
135
7.269531
null
null
null
null
0
<2 mo. follow-up
0
1,799
44.48199
0
female
0
7
1,880
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
13,559
6,085.4531
null
20
white
27.699219
26
0.816895
0.702881
3
0
0
no
0.75
0.4
no dnr
7
51
10.5
122
20
37
352.375
null
null
0.599976
135
7.469727
null
null
null
1
1
no(M2 and SIP pres)
1
1,800
75.086
1
male
1
14
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
null
0
38,936
31,189.4219
null
35.333313
white
31.398438
34
0.416992
0.296997
3
0
0
metastatic
0.5
0.05
dnr after sadm
14
55
13.199219
118
12
38.5
101.42188
null
null
0.699951
141
7.419922
null
null
null
null
0
<2 mo. follow-up
0