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
7,801
75.51794
1
male
0
6
77
Colon Cancer
Cancer
1
8
$11-$25k
0
2,927
2,886.5352
0
12
white
13.699219
20
0.840942
0.651978
1
0
0
metastatic
null
null
dnr after sadm
1
112
null
73
16
37
null
null
null
1
136
null
null
null
null
2
null
null
1.839
7,802
79.17297
1
female
0
9
56
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
26
10,831
8,347.8672
0
22.5
white
19.898438
38
0.745972
0.665894
1
0
0
no
0.9
0.75
no dnr
9
73
11.298828
120
28
38
272.5
2.799805
0.299988
1
138
7.089844
null
null
null
1
1
<2 mo. follow-up
1
7,803
52.45398
0
male
0
5
1,980
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
4,430
3,420.4375
0
11
white
14.398438
24
0.930908
0.881958
1
0
0
no
0.75
0.75
no dnr
5
59
6.699219
46
24
36
null
4.299805
0.399963
1.199951
137
null
null
null
null
0
1
no(M2 and SIP pres)
1
7,804
47.978
0
male
0
4
1,980
CHF
COPD/CHF/Cirrhosis
2
16
$25-$50k
0
2,944
2,810.1133
0
14
white
17.898438
18
0.916992
0.860962
1
0
0
no
0.9
0.7
no dnr
4
60
null
67
16
36.29688
null
null
null
1.399902
132
null
null
null
null
0
0
no(M2 and SIP pres)
0
7,805
78.09998
1
female
0
8
185
COPD
COPD/CHF/Cirrhosis
1
12
null
0
4,045
3,967.3262
0
5.5
white
16.597656
27
0.840942
0.738892
1
0
0
no
0.95
0.85
no dnr
8
77
7.199219
74
28
36.19531
336
3.399902
0.099991
0.799927
137
7.379883
null
null
null
1
1
no(M2 and SIP pres)
1
7,806
64.40198
1
male
0
17
23
Lung Cancer
Cancer
2
13
$11-$25k
0
11,896
9,567.375
0
12.666664
white
13.699219
14
0.769897
0.522949
1
0
0
metastatic
0.9
0.2
no dnr
17
76
null
74
20
36.59375
null
null
null
null
140
null
null
null
null
null
null
<2 mo. follow-up
2.886719
7,807
52.57797
1
female
0
8
17
Lung Cancer
Cancer
1
12
$11-$25k
0
3,866
3,825.4043
0
11.5
white
21.796875
21
0.634888
0.324951
1
0
0
metastatic
0.5
0.25
dnr after sadm
1
100
23.5
68
26
35.39844
280.9375
2.799805
0.5
0.899902
137
7.529297
null
null
null
5
4
<2 mo. follow-up
4
7,808
64.112
1
male
0
3
895
Colon Cancer
Cancer
2
12
under $11k
0
9,439
6,126.6133
0
24
white
17.199219
17
0.816895
0.60498
1
1
0
metastatic
0.95
0.5
no dnr
3
70
8.798828
56
20
36.19531
null
null
null
1.199951
137
null
null
null
null
0
2
no(M2 and SIP pres)
2
7,809
35.25497
0
male
0
12
1,978
CHF
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
9,425
8,858.6172
0
11.5
white
16.398438
9
0.94397
0.903931
1
0
0
no
1
0.9
no dnr
12
110
7.099609
71
20
36
300
3.299805
0.699951
1.199951
138
7.469727
null
null
null
0
null
no(M2 and SIP pres)
0.4948
7,810
75.08795
1
female
0
6
188
Cirrhosis
COPD/CHF/Cirrhosis
1
12
null
0
2,721
2,737.4766
0
7
white
18.398438
18
0.723999
0.56897
1
0
0
no
null
null
no dnr
6
97
4.399414
80
24
36.59375
null
2.799805
4.699219
0.699951
141
null
null
null
null
3
null
no(M2 and SIP pres)
2.511099
7,811
61.16098
1
male
0
12
24
Lung Cancer
Cancer
1
12
$11-$25k
0
5,474
5,262.7461
0
12
white
19.199219
20
0.671997
0.372986
1
0
0
metastatic
0.1
0.001
no dnr
12
113
3.399902
96
24
35.89844
392.5625
null
null
1.599854
137
7.489258
null
null
null
2
5
<2 mo. follow-up
5
7,812
60.62399
0
male
0
6
1,973
Lung Cancer
Cancer
1
12
$25-$50k
0
3,184
3,054.2676
0
6
white
16.597656
19
0.725952
0.452942
1
0
0
metastatic
0.9
0.9
no dnr
6
78
null
63
16
36.29688
null
null
null
1.399902
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
7,813
38.18997
1
female
0
5
274
Lung Cancer
Cancer
1
11
$11-$25k
0
3,008
2,698.291
0
7
white
15.099609
6
0.794922
0.566895
1
0
0
metastatic
1
1
no dnr
5
97
null
93
16
36.59375
null
null
null
0.899902
140
null
null
null
null
3
0
no(M2 and SIP pres)
0
7,814
60.52298
1
male
0
5
146
Lung Cancer
Cancer
2
12
$25-$50k
0
3,019
2,819.0898
0
9
white
21.199219
25
0.628906
0.317993
1
0
0
metastatic
0.9
0.5
no dnr
5
103
null
118
28
37
null
null
null
0.899902
133
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
7,815
63.52597
1
female
0
19
71
Lung Cancer
Cancer
2
14
>$50k
0
9,732
9,939.6406
0
7
white
18.296875
15
0.684937
0.391968
1
0
0
metastatic
0.9
0.6
no dnr
19
102
6
64
24
35.89844
null
3.399902
0.399963
0.699951
137
null
null
null
null
1
2
null
2
7,816
51.62997
1
female
0
21
195
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
26,097
21,064.1406
0
24.333328
white
19.199219
23
0.893921
0.855957
1
0
0
no
0.9
0.75
no dnr
21
62
14.099609
81
20
35.79688
252
5.199219
0.299988
1
131
7.429688
null
null
null
null
null
null
2.212402
7,817
53.24799
1
male
0
16
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
$11-$25k
9
31,599
24,138.4062
0
20.666656
white
24.398438
27
0.782959
0.712891
5
0
0
no
0.75
0.75
dnr after sadm
13
129
16.5
99
28
37.79688
145.4375
null
null
0.899902
134
7.449219
null
null
null
null
0
<2 mo. follow-up
0
7,818
69.23798
1
male
0
12
529
Lung Cancer
Cancer
1
null
null
0
5,094
4,922.6289
0
9
white
19.296875
7
0.648926
0.34198
1
0
0
metastatic
null
null
dnr after sadm
1
83
null
107
20
36.09375
null
null
null
0.799927
137
null
null
null
null
null
null
null
2.822754
7,819
64.08997
1
female
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
25,603
17,680.8281
0
43
white
22.199219
20
0.81189
0.748901
3
0
0
no
null
null
dnr after sadm
5
119
21.199219
106
10
36.89844
260
2.599609
0.399963
1.399902
130
7.459961
null
null
null
null
3
<2 mo. follow-up
3
7,820
71.56696
0
male
0
8
1,964
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
37
7,708
6,010.5898
0
26.5
white
22.199219
24
0.690918
0.523926
1
0
0
no
null
null
no dnr
8
97
16.199219
104
16
37.59375
116
4.199219
1
1.599854
137
7.429688
null
null
null
0
0
no(M2 and SIP pres)
0
7,821
64.64899
1
male
0
13
75
Lung Cancer
Cancer
4
13
$11-$25k
0
7,133
6,788.6484
0
12
white
16.699219
8
0.714966
0.435974
1
0
0
metastatic
0.8
0.2
no dnr
13
82
null
96
16
36.29688
null
null
null
1
135
null
null
null
null
null
0
null
0
7,822
33.03497
0
male
0
24
1,958
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
44
34,366
25,804.8906
0
27.666656
white
25
46
0.790894
0.7229
1
0
0
no
0.1
0.001
no dnr
24
63
11
168
40
39.39844
250
2.099609
0.099991
0.599976
136
7.479492
null
null
null
null
4
adl>=4 (>=5 if sur)
4
7,823
37.84799
1
male
1
60
60
MOSF w/Malig
ARF/MOSF
1
20
$25-$50k
0
153,931
108,927.438
21,095.6094
47.75
white
35.59375
60
0.352966
0.235992
9
0
0
yes
null
null
dnr after sadm
55
107
0.899902
112
12
39.39844
232.5
3.299805
4.799805
6.5
141
7.40918
null
null
null
null
4
null
4
7,824
72.54999
0
male
0
47
1,956
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
under $11k
9
7,980
58,163.2188
2,981.35938
38.75
white
28.199219
52
0.634888
0.532959
3
0
0
no
0.2
0.2
no dnr
47
62
23.796875
130
10
36.69531
198
2.099609
4.799805
1.5
142
7.399414
null
null
null
null
1
no(M2 and SIP pres)
1
7,825
47.15399
1
female
0
6
130
Lung Cancer
Cancer
1
12
$25-$50k
0
1,495
1,585.3633
0
8
white
14.898438
12
0.782959
0.545898
1
0
0
metastatic
null
null
no dnr
6
74
3.699707
104
16
36.89844
null
3.599609
0.399963
1.099854
137
null
null
null
null
0
0
no(M2 and SIP pres)
0
7,826
46.74298
1
male
0
5
484
Cirrhosis
COPD/CHF/Cirrhosis
4
15
$11-$25k
0
4,862
3,947.4746
0
6
white
22.597656
22
0.822998
0.711914
1
1
0
no
null
null
no dnr
5
63
6.099609
51
24
36.09375
361.875
3.599609
3.199707
0.599976
135
7.419922
null
null
null
0
0
no(M2 and SIP pres)
0
7,827
66.69397
1
female
1
17
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
50,034
35,662.0938
0
34.333313
white
33.296875
66
0.451965
0.33197
10
0
0
yes
0.75
0.5
no dnr
17
67
10.798828
156
8
37.79688
116
null
null
2.299805
132
7.589844
null
null
null
null
null
<2 mo. follow-up
2.143555
7,828
71.24695
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
11,031
7,678.4141
0
55
white
28.796875
42
0.699951
0.608887
1
0
0
no
0
0
dnr after sadm
4
63
7.099609
98
12
39.59375
150
2.899902
0.899902
7.699219
129
7.419922
null
null
null
null
null
<2 mo. follow-up
2.087891
7,829
74.78998
1
female
1
213
213
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
305,357
240,289.875
160,055.5
45.25
white
24.597656
25
0.611938
0.505981
22
1
0
yes
0.5
0.5
dnr after sadm
15
63
18.199219
106
12
38
120
2.599609
0.699951
0.799927
142
7.469727
null
null
null
null
0
adl>=4 (>=5 if sur)
0
7,830
59.32098
1
male
0
6
7
COPD
COPD/CHF/Cirrhosis
1
8
$11-$25k
0
3,759
3,812.2266
0
7
white
19.796875
43
0.888916
0.814941
1
0
0
no
0.05
0.000125
dnr after sadm
1
111
5.799805
122
32
36.69531
160.84375
4.099609
0.299988
1.099854
140
7.449219
null
null
null
4
6
<2 mo. follow-up
6
7,831
33.19397
1
male
0
12
1,253
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
0
11,717
9,524.1484
0
20.5
white
29.699219
31
0.831909
0.774902
1
0
0
no
0.9
0.9
no dnr
12
99
11.298828
118
36
38.59375
98.32812
3
0.5
0.799927
139
7.30957
null
null
null
null
7
adl>=4 (>=5 if sur)
7
7,832
54.31897
1
female
1
6
6
Coma
Coma
0
12
$11-$25k
89
10,406
7,773.2188
0
35
white
22.597656
29
0.411987
0.338989
1
0
0
no
null
null
dnr after sadm
5
79
11.798828
70
30
38.39844
148
3.599609
2.199707
0.699951
137
7.479492
null
null
null
null
2
<2 mo. follow-up
2
7,833
71.13794
0
female
0
10
1,943
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
4,705
5,213.4844
0
7.5
white
23
45
0.803955
0.68396
1
0
0
no
null
null
no dnr
10
61
8.398438
64
28
35.89844
447.5625
null
null
2.5
137
7.459961
null
null
null
3
0
no(M2 and SIP pres)
0
7,834
57.681
1
male
0
7
28
Lung Cancer
Cancer
1
12
$25-$50k
0
2,993
3,229.3281
0
10
white
31.296875
25
0.358948
0.078995
1
0
0
metastatic
0.9
0.5
dnr after sadm
1
77
13.699219
120
20
38.19531
272
2.599609
0.899902
0.699951
133
7.479492
null
null
null
0
0
<2 mo. follow-up
0
7,835
78.27795
0
male
0
8
1,941
COPD
COPD/CHF/Cirrhosis
1
null
null
0
4,964
4,387.3906
0
10.5
white
20.699219
52
0.783936
0.653931
1
0
0
no
0.9
0.75
no dnr
8
128
20.796875
64
26
36.69531
180.9375
4.299805
0.699951
2.399902
138
7.379883
null
null
null
null
null
null
3.163574
7,836
53.5
1
female
0
3
139
Lung Cancer
Cancer
2
8
under $11k
0
3,024
2,026.7148
0
11
white
13.699219
11
0.78894
0.555908
1
0
0
metastatic
0.75
0.1
no dnr
3
98
15.5
74
20
36.09375
null
3.899902
0.5
0.899902
132
null
null
null
null
2
0
adl>=4 (>=5 if sur)
0
7,837
83.17596
1
male
1
14
14
COPD
COPD/CHF/Cirrhosis
2
6
$11-$25k
0
7,633
7,289.1836
0
4
white
12.599609
32
0.860962
0.770996
1
0
0
no
0.5
0.5
dnr after sadm
1
67
13.5
102
28
38
278.25
4.399414
0.399963
1.299805
137
7.419922
null
null
null
1
1
<2 mo. follow-up
1
7,838
76.65399
1
female
0
4
673
COPD
COPD/CHF/Cirrhosis
4
12
$11-$25k
0
7,349
5,321.2695
0
24
white
22
25
0.773926
0.639893
1
1
0
no
0.98
0.95
no dnr
4
105
null
68
24
36
186
null
null
2
136
7.40918
null
null
null
null
null
no(M2 and SIP pres)
2.979004
7,839
65.54095
1
female
0
24
231
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
19,670
19,666.4375
4,681.42969
9
white
26.296875
46
0.777954
0.645996
1
1
0
no
0.3
0.1
no dnr
24
60
7
24
36
35.39844
271.375
3.599609
0.699951
1.399902
131
7.479492
null
null
null
0
1
no(M2 and SIP pres)
1
7,840
60.36697
1
male
0
15
499
Lung Cancer
Cancer
2
10
under $11k
0
11,616
9,475.8438
1,852.08984
14
white
20.898438
14
0.635986
0.325989
1
0
0
metastatic
0.8
0.5
no dnr
15
100
3.5
100
20
36.19531
null
3.199707
0.199982
0.699951
139
null
null
null
null
5
5
no(M2 and SIP pres)
5
7,841
73.86694
1
male
0
17
1,474
Colon Cancer
Cancer
1
12
under $11k
0
12,604
11,720.6719
2,091.09961
6.333332
white
12.5
17
0.856934
0.680908
1
0
0
metastatic
0.99
0.5
no dnr
17
71
9.298828
64
16
36.59375
null
3.699707
0.299988
0.899902
136
null
null
null
null
1
null
null
1.1669
7,842
71.60596
0
female
0
36
1,931
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
under $11k
0
102,027
87,378.1875
15,046.5078
29.25
white
27.199219
34
0.630981
0.527954
42
0
0
no
null
null
no dnr
36
68
8.898438
120
28
38.19531
192.5
2.699707
2
0.699951
127
7.439453
null
null
null
null
1
no(M2 and SIP pres)
1
7,843
70.54095
1
female
0
16
42
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
null
0
31,484
25,302.75
1,520.14941
10.666664
white
27.398438
43
0.650879
0.55188
13
1
0
no
0.1
0.001
dnr after sadm
1
62
null
5.299805
32
38.19531
null
null
null
1.699951
133
null
null
null
null
null
null
<2 mo. follow-up
3.505859
7,844
83.66895
1
female
1
9
9
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
5,823
5,288.7266
0
15
white
20.597656
36
0.689941
0.522949
1
0
0
yes
null
null
no dnr
9
103
5.399414
112
32
37.5
238.09375
3
0.199982
1
141
7.40918
null
null
null
0
2
<2 mo. follow-up
2
7,845
67.74298
1
female
1
9
9
COPD
COPD/CHF/Cirrhosis
4
15
$11-$25k
9
12,086
8,880.1875
2,712.79883
36.5
white
24.097656
33
0.775879
0.642944
1
0
0
no
0.8
0.7
no dnr
9
71
7.799805
110
8
37.79688
100
3.799805
0.799927
1.299805
133
7.469727
null
null
null
null
0
<2 mo. follow-up
0
7,846
57.71899
1
female
0
7
448
Lung Cancer
Cancer
1
12
$11-$25k
0
4,462
4,133.8125
513.15967
10
white
15.398438
33
0.754883
0.497986
1
0
0
metastatic
0.75
0.5
no dnr
7
106
4.299805
76
76
36.79688
null
3.799805
0.299988
1
132
null
null
null
null
0
0
null
0
7,847
68.55597
0
female
0
9
1,924
COPD
COPD/CHF/Cirrhosis
0
6
null
0
4,447
4,356.1719
2,240.70898
10
white
25.296875
37
0.775879
0.642944
1
0
0
no
0.7
0.55
no dnr
9
75
13.298828
76
24
36.29688
74.0625
null
null
1.199951
140
7.299805
null
null
null
4
5
no(M2 and SIP pres)
5
7,848
29.50899
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
0
16
$25-$50k
0
33,162
22,278.0781
13,506.4297
41
white
26.097656
22
0.879883
0.837891
1
0
0
no
0.8
0.8
dnr after sadm
11
78
6.5
104
24
38.59375
100
2.899902
0.699951
0.599976
136
7.509766
null
null
null
null
0
<2 mo. follow-up
0
7,849
74.32697
1
male
0
13
77
Lung Cancer
Cancer
2
8
>$50k
0
7,749
7,208.8281
3,823.54883
7
white
14.398438
21
0.735962
0.467957
1
0
0
metastatic
0.8
0.2
no dnr
13
97
7.299805
104
20
36.39844
null
4
0.899902
1.5
133
null
null
null
null
1
0
adl>=4 (>=5 if sur)
0
7,850
83.047
1
female
0
15
76
Colon Cancer
Cancer
2
null
null
0
12,151
10,807.6719
6,059.44922
19.666656
white
32.195313
33
0.427979
0.121994
1
0
0
metastatic
0.15
0.1
no dnr
15
60
8.699219
58
28
35.79688
142.84375
3.099609
1.299805
1
129
7.429688
null
null
null
null
null
null
3.634766
7,851
66.57397
0
male
0
6
1,921
COPD
COPD/CHF/Cirrhosis
2
9
under $11k
0
3,834
3,461.3555
1,499.34961
13
white
18.898438
25
0.868896
0.782959
1
0
0
no
0.8
0.5
no dnr
6
107
12.199219
122
24
36.19531
232
4.299805
0.5
1
130
7.30957
null
null
null
0
0
no(M2 and SIP pres)
0
7,852
67.521
0
male
0
38
1,922
COPD
COPD/CHF/Cirrhosis
3
12
null
0
79,564
63,266.0312
28,228.3281
24.25
white
35.195313
48
0.454956
0.253967
28
0
0
no
null
null
no dnr
38
100
null
114
40
39.29688
136.71875
2.299805
0.699951
1.5
134
7.399414
null
null
null
null
3
no(M2 and SIP pres)
3
7,853
71.59497
1
male
0
15
90
Lung Cancer
Cancer
2
8
under $11k
0
6,543
7,237.9766
5,261.40625
4.666664
white
14
20
0.748901
0.488953
1
0
0
metastatic
null
null
dnr after sadm
1
67
4.5
43
18
36.19531
null
4.399414
0.699951
0.699951
128
null
null
null
null
1
0
null
0
7,854
68.93396
1
male
1
75
75
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
121,309
89,989.5625
87,966.625
32
white
30.699219
40
0.671997
0.575928
1
0
0
no
0.7
0.7
dnr after sadm
75
50
13.798828
130
12
38.39844
146.125
2.099609
0.899902
0.899902
140
7.489258
null
null
null
null
2
adl>=4 (>=5 if sur)
2
7,855
69.61499
1
male
0
5
7
Coma
Coma
0
8
$11-$25k
89
4,395
4,332.0352
1,491.97949
4
white
18.597656
24
0.372986
0.299988
1
0
0
no
null
null
dnr after sadm
1
111
12.298828
67
36
39
198.5625
4.299805
0.699951
1
140
7.379883
null
null
null
null
null
<2 mo. follow-up
2.094238
7,856
78.91595
1
male
1
23
23
CHF
COPD/CHF/Cirrhosis
3
12
$25-$50k
0
16,501
12,762.3359
10,480.2266
11.333328
white
27.199219
58
0.695923
0.530884
1
0
0
no
null
null
dnr after sadm
1
56
12.199219
77
32
35.59375
323.75
3.799805
0.299988
3.299805
132
7.529297
null
null
null
1
5
<2 mo. follow-up
5
7,857
58.18799
1
male
0
21
187
MOSF w/Malig
ARF/MOSF
2
12
$25-$50k
0
23,590
16,798.2969
17,012.75
21.333328
white
25.296875
17
0.680908
0.586914
1
1
0
yes
null
null
no dnr
21
107
6.399414
76
24
35
147.5
null
null
0.599976
138
7.339844
null
null
null
6
5
adl>=4 (>=5 if sur)
5
7,858
79.56696
1
male
0
8
9
Coma
Coma
2
8
under $11k
89
68,703
52,034
19,768
37
white
20.398438
38
0.117996
0.072998
19
0
0
no
0.05
0.000125
dnr after sadm
2
76
7.599609
70
6
38.09375
313.3125
3.299805
5.5
2
139
7.509766
null
null
null
null
1
<2 mo. follow-up
1
7,859
84.75598
1
male
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
under $11k
9
19,689
14,387.6172
12,647.9141
32.5
white
22.296875
28
0.682983
0.588989
5
0
0
no
0.5
0.5
no dnr
11
71
12.099609
106
24
38.59375
280
3.599609
0.699951
1.799805
132
7.419922
null
null
null
null
5
<2 mo. follow-up
5
7,860
77.23199
1
female
0
16
19
Lung Cancer
Cancer
1
12
null
0
10,536
9,141.625
8,242.52344
6.333332
white
47.296875
50
0.011
0
1
0
0
metastatic
0.05
0.000125
no dnr
16
65
20.097656
107
28
35.59375
200
1.599854
1.799805
0.899902
136
7.509766
null
null
null
null
5
<2 mo. follow-up
5
7,861
76.38098
1
male
0
23
25
Colon Cancer
Cancer
1
9
under $11k
0
20,869
15,689.7109
14,394.9844
19
white
14.599609
16
0.827881
0.626953
1
0
0
metastatic
null
null
dnr after sadm
16
98
8.699219
82
20
36.59375
null
null
null
1.299805
136
null
null
null
null
1
0
<2 mo. follow-up
0
7,862
64.05194
1
male
0
7
1,789
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
7,054
5,307.9805
4,175.14844
11
white
11.398438
23
0.929932
0.880981
1
0
0
no
0.75
0.5
no dnr
7
72
7.699219
83
22
36.59375
372
4.099609
1.399902
1.299805
136
7.509766
null
null
null
0
0
no(M2 and SIP pres)
0
7,863
80.03595
1
male
0
9
536
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
4,391
3,785.9277
3,023.29883
9
white
16.796875
17
0.851929
0.755981
1
0
0
no
0.95
0.8
dnr before sadm
-1
107
5.899414
78
24
35.59375
380.9375
3.599609
1.599854
1.299805
136
7.459961
null
null
null
0
0
null
0
7,864
72.02197
0
male
0
26
1,897
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
76,882
51,433.0312
56,531.8438
29
white
28.199219
55
0.626953
0.522949
12
0
0
no
0.8
0.6
no dnr
26
63
29.097656
116
46
38.89844
240.8125
3.199707
0.799927
2.299805
133
7.399414
null
null
null
null
1
no(M2 and SIP pres)
1
7,865
62.543
1
male
0
10
196
Colon Cancer
Cancer
1
12
$11-$25k
0
5,456
4,397.0312
3,600.01953
10
other
18.398438
20
0.80188
0.578979
1
0
0
metastatic
null
null
no dnr
10
80
10.5
68
28
36.19531
null
null
null
1
134
7.489258
null
null
null
0
null
null
0.4948
7,866
54.31097
1
male
0
15
17
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
100
62,864
43,044.2812
44,239
25.666656
white
25.097656
27
0.319946
0.205994
25
0
0
no
0.05
0.000125
dnr after sadm
13
72
8.298828
77
36
38.69531
122
null
null
0.599976
130
7.439453
null
null
null
null
1
<2 mo. follow-up
1
7,867
86.32397
1
female
0
11
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
8,545
6,640.6719
6,469.9375
20.5
white
26.898438
41
0.664917
0.567993
1
0
0
no
null
null
dnr after sadm
2
56
18.296875
105
24
36.19531
null
2.799805
3.799805
1.199951
133
null
null
null
null
null
null
<2 mo. follow-up
3.15625
7,868
61.23199
1
female
0
21
198
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
15,661
12,649.1484
13,163.9531
13
white
17.796875
46
0.897949
0.829956
1
0
0
no
null
null
dnr after sadm
1
65
12
126
24
38.09375
180
4.099609
0.399963
1
136
7.519531
null
null
null
5
null
adl>=4 (>=5 if sur)
3.855299
7,869
74.22894
1
female
0
11
61
CHF
COPD/CHF/Cirrhosis
4
8
null
0
6,582
5,642.9492
4,164.71875
11
white
13.099609
41
0.900879
0.833984
1
0
0
no
null
null
no dnr
11
101
8.798828
83
28
36.29688
285.6875
4
0.5
1.299805
137
7.549805
null
null
null
3
2
no(M2 and SIP pres)
2
7,870
71.01996
0
female
0
10
1,889
COPD
COPD/CHF/Cirrhosis
2
null
null
0
6,888
5,454.8125
5,304.29688
13
null
16
27
0.878906
0.79895
1
0
0
no
null
null
no dnr
10
69
10.398438
80
24
36.29688
191.28125
3.599609
0.699951
0.799927
138
7.379883
null
null
null
1
1
no(M2 and SIP pres)
1
7,871
72.50696
1
female
0
8
9
Cirrhosis
COPD/CHF/Cirrhosis
1
16
$11-$25k
0
32,917
23,600.4844
22,444.875
42
white
23.796875
32
0.55896
0.362976
6
0
0
no
null
null
dnr after sadm
7
125
16.597656
135
10
38.5
198
2.599609
3.699707
1.099854
138
7.479492
null
null
null
null
0
<2 mo. follow-up
0
7,872
85.90594
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
26
183,453
73,059.375
30,414.25
24
white
29.199219
68
0.344971
0.228973
95
0
0
no
null
null
dnr before sadm
-88
69
33.59375
74
27
36.19531
null
2.099609
11.5
2
144
null
null
null
null
null
null
<2 mo. follow-up
2.773438
7,873
59.754
0
male
0
5
1,887
Cirrhosis
COPD/CHF/Cirrhosis
0
18
$25-$50k
0
2,433
2,052.5488
2,148.16992
6
white
21.296875
22
0.771973
0.636963
1
0
0
no
0.95
0.05
no dnr
5
77
22.097656
118
24
38
376.1875
2.5
0.899902
0.699951
134
7.539062
null
null
null
0
0
null
0
7,874
66.34595
0
female
0
9
1,887
COPD
COPD/CHF/Cirrhosis
4
12
$11-$25k
9
5,860
4,906.1016
4,020.01953
12
white
21.597656
38
0.777954
0.645996
1
0
0
yes
0.7
0.5
dnr after sadm
3
66
16.097656
128
28
37
195.8125
3.899902
0.5
0.799927
138
7.419922
null
null
null
1
3
no(M2 and SIP pres)
3
7,875
80.45697
1
male
0
14
1,062
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
null
9
30,311
21,456.9531
19,580.5312
23.666656
white
23.796875
60
0.662964
0.565918
7
0
0
no
0.5
0.5
no dnr
14
77
7.599609
112
28
37.79688
228.5625
null
null
2.299805
150
7.509766
null
null
null
null
null
null
3.166504
7,876
72.83496
0
male
0
14
1,885
COPD
COPD/CHF/Cirrhosis
6
null
null
0
10,872
8,019.3438
6,922.66797
15
white
18
44
0.850952
0.753906
1
1
0
no
0.75
0.6
dnr after sadm
1
78
23.097656
126
44
37.5
247.8125
4.299805
0.5
1.199951
139
7.439453
null
null
null
null
null
null
4.150391
7,877
81.51398
0
female
0
13
1,884
CHF
COPD/CHF/Cirrhosis
3
11
under $11k
0
6,709
5,749.2891
4,989.08984
8.5
white
23.5
45
0.75293
0.608887
1
1
0
no
0.5
0.3
dnr after sadm
1
61
9.699219
104
24
35.59375
172
null
null
1.299805
138
7.509766
null
null
null
4
5
no(M2 and SIP pres)
5
7,878
78.396
1
male
0
11
12
COPD
COPD/CHF/Cirrhosis
2
14
$25-$50k
0
11,293
8,076.2969
7,590.22656
15.5
white
18.898438
43
0.763916
0.625
1
0
0
yes
0.2
0.05
dnr after sadm
1
124
5.599609
114
24
36.59375
200
3.799805
0.399963
1.199951
133
7.369141
null
null
null
null
null
<2 mo. follow-up
3.448731
7,879
68.60498
1
male
0
8
226
Colon Cancer
Cancer
1
10
$11-$25k
0
6,653
4,879.6797
4,990.33984
13.5
white
15.5
8
0.829956
0.629883
1
0
0
metastatic
0.95
0.8
no dnr
8
99
null
61
24
36.39844
null
null
null
null
140
null
null
null
null
1
0
no(M2 and SIP pres)
0
7,880
61.47299
1
male
0
3
1,546
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
0
3,448
2,522.4512
2,477.50977
29
white
23.796875
23
0.820923
0.760986
1
0
0
no
0.9
0.9
no dnr
3
80
16.796875
67
20
36.29688
126.51562
4.699219
0.599976
1.299805
138
7.319336
null
null
null
null
0
null
0
7,881
56.07397
1
female
0
40
958
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
0
165,585
126,004.438
710,682
30.25
white
37.59375
79
0.454956
0.334961
31
0
0
no
null
null
dnr after sadm
2
63
29.699219
138
13
38.29688
196.65625
3.799805
13.798828
5.099609
142
7.379883
null
null
null
null
0
adl>=4 (>=5 if sur)
0
7,882
57.42099
1
male
0
7
591
Colon Cancer
Cancer
1
12
$25-$50k
0
7,708
5,461.6094
4,998.39844
13
white
15.298828
11
0.850952
0.669922
1
0
0
metastatic
0.95
0.6
no dnr
7
107
6.699219
101
20
38.09375
null
null
null
1
135
null
null
null
null
0
1
no(M2 and SIP pres)
1
7,883
54.98398
1
male
1
11
11
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
100
15,063
10,865.6094
10,276.6094
17
white
36.398438
72
0.040993
0.004
1
1
0
no
0.1
0.001
dnr after sadm
11
139
15.699219
62
30
35.39844
266.625
2.199707
21.199219
3.599609
140
7.419922
null
null
null
null
null
<2 mo. follow-up
4.34375
7,884
75.422
0
male
0
5
1,875
CHF
COPD/CHF/Cirrhosis
2
8
null
0
3,121
2,554.6328
2,038.58984
13
white
15.898438
24
0.875
0.791992
1
0
0
no
0.9
0.5
no dnr
5
123
6.199219
56
24
35.69531
342.8125
4
0.799927
1.399902
138
7.509766
null
null
null
0
0
no(M2 and SIP pres)
0
7,885
84.97998
1
female
0
22
31
Coma
Coma
2
null
null
44
13,639
11,426.5
8,655.96875
13.666664
white
25.199219
44
0.253967
0.186981
1
0
1
no
0.1
0.001
no dnr
22
99
26.597656
96
40
39
null
3.199707
0.599976
2.699707
141
null
null
null
null
null
7
<2 mo. follow-up
7
7,886
59.45798
1
male
0
3
107
Lung Cancer
Cancer
2
12
$11-$25k
0
1,553
1,255.5518
1,230.0791
11
white
16.398438
17
0.73291
0.462952
1
0
0
metastatic
0.8
0.5
dnr after sadm
1
107
6.099609
24
24
36.09375
457.125
4
0.299988
1.199951
136
7.639648
null
null
null
null
6
no(M2 and SIP pres)
6
7,887
44.25998
1
female
0
10
1,143
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
$11-$25k
0
10,970
7,433.0586
6,815.72656
17
other
19.597656
15
0.904907
0.869995
1
0
0
no
0.9
0.7
no dnr
10
62
11.699219
62
24
36
271.375
3.099609
0.199982
0.599976
141
7.449219
null
null
null
2
null
no(M2 and SIP pres)
1.839
7,888
55.55899
0
female
0
4
1,872
Lung Cancer
Cancer
4
14
$11-$25k
0
2,302
1,812.6016
1,555.60938
4
white
6.599609
25
0.872925
0.714966
1
0
0
metastatic
0.99
0.99
no dnr
4
65
14
65
26
36.79688
309.5
4.699219
0.699951
0.699951
135
7.429688
null
null
null
null
null
no(M2 and SIP pres)
2.103516
7,889
67.95099
1
female
0
33
82
COPD
COPD/CHF/Cirrhosis
2
4
under $11k
0
26,722
20,023.5625
19,698.8281
11
white
38.296875
37
0.490967
0.28894
1
0
0
no
0.2
0.2
dnr after sadm
1
81
22.296875
110
32
35.79688
147.5
2.139648
0.799927
0.699951
134
7.40918
null
null
null
null
6
adl>=4 (>=5 if sur)
6
7,890
74.15698
1
male
0
5
1,009
CHF
COPD/CHF/Cirrhosis
3
8
null
0
2,651
2,370.9727
1,644.17969
2
white
16.898438
25
0.86792
0.780884
1
0
0
no
0.5
0.5
no dnr
5
63
8.398438
60
24
35.69531
null
3.699707
0.699951
1.399902
139
null
null
null
null
2
0
no(M2 and SIP pres)
0
7,891
75.73999
0
female
0
50
1,867
Coma
Coma
3
13
null
61
62,833
44,241.5
42,341.375
25
white
20.898438
8
0.213989
0.151978
7
1
0
yes
0.25
0.1
dnr before sadm
-6
81
12.798828
78
6
36.39844
420
2.899902
0.399963
0.699951
127
7.479492
null
null
null
null
1
no(M2 and SIP pres)
1
7,892
69.67596
1
male
0
10
12
Lung Cancer
Cancer
3
8
null
9
7,891
6,284.1953
5,915.72656
9.5
white
21.699219
11
0.547974
0.225983
1
0
0
metastatic
0.2
0
dnr after sadm
1
87
11.099609
98
22
36.39844
null
3.199707
0.199982
0.899902
133
null
null
null
null
1
4
<2 mo. follow-up
4
7,893
60.49597
1
female
1
10
10
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
22,177
15,144.3828
15,246.875
45.5
white
22.699219
29
0.74292
0.595947
1
0
0
no
0.3
0.3
dnr after sadm
9
113
21.699219
138
32
38.29688
540
2.099609
1.899902
0.799927
143
7.379883
null
null
null
null
0
<2 mo. follow-up
0
7,894
86.185
1
female
0
10
606
COPD
COPD/CHF/Cirrhosis
3
8
under $11k
0
5,999
4,802.1836
3,841.56836
8.5
white
13.298828
22
0.837891
0.734985
1
0
0
no
0.5
0.4
dnr after sadm
1
66
6.699219
79
22
36.79688
382.5625
null
null
1
139
7.40918
null
null
null
2
null
null
1.839
7,895
87.25
1
female
0
3
6
Coma
Coma
1
null
null
61
2,891
2,500.2188
2,290.41992
8
white
15.099609
17
0.439941
0.365967
1
0
0
no
null
null
dnr after sadm
1
93
7.799805
96
24
37.5
276.1875
4
0.599976
1.299805
136
7.449219
null
null
null
null
null
<2 mo. follow-up
2.358398
7,896
70.93994
1
female
0
10
19
Lung Cancer
Cancer
2
12
null
0
6,611
5,093.9492
4,903.25
6
white
27.5
26
0.424988
0.119995
1
0
0
metastatic
null
null
dnr after sadm
1
69
15
73
28
35
null
3.399902
0.599976
0.599976
128
null
null
null
null
0
null
<2 mo. follow-up
0.4948
7,897
66.74597
1
female
1
5
5
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
100
4,426
3,189.6523
3,207.23828
14
white
34.195313
59
0.127991
0.028
1
0
0
no
null
null
dnr after sadm
2
52
11.398438
110
30
36
157.125
3.099609
0.799927
0.799927
143
7.459961
null
null
null
null
1
<2 mo. follow-up
1
7,898
71.745
1
female
0
4
10
Coma
Coma
0
8
under $11k
89
10,217
7,638.0469
7,995.45703
29
white
19.296875
12
0.301941
0.230988
2
0
0
no
0.1
0.001
no dnr
4
110
null
76
12
38.59375
135.53125
3.899902
0.699951
0.699951
136
7.5
null
null
null
null
0
<2 mo. follow-up
0
7,899
69.26196
0
female
0
11
1,860
COPD
COPD/CHF/Cirrhosis
1
13
$25-$50k
26
14,092
9,658.3047
9,800.10938
29.5
white
17.199219
41
0.822998
0.711914
1
0
0
no
0.9
0.85
no dnr
11
129
11.898438
156
10
38.59375
168
4.5
0.299988
1
134
7.339844
null
null
null
null
0
no(M2 and SIP pres)
0
7,900
76.909
1
male
0
6
320
Lung Cancer
Cancer
2
null
null
0
3,340
2,626.6504
2,225.76953
17
white
15.699219
23
0.705933
0.421997
1
0
0
metastatic
0.7
0.2
no dnr
6
63
6.399414
76
24
36.39844
null
null
null
1.399902
135
null
null
null
null
null
null
null
2.317383