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
8,901
79.27997
1
female
0
13
132
COPD
COPD/CHF/Cirrhosis
3
16
null
0
12,408
8,012.3398
7,965.19922
12
white
17.097656
19
0.736938
0.586914
1
0
0
metastatic
0.6
0.4
no dnr
13
59
6.099609
70
28
36.19531
176.1875
4.099609
0.799927
1
139
7.40918
113
14
800
null
3
no(M2 and SIP pres)
3
8,902
79.29596
1
male
0
13
123
CHF
COPD/CHF/Cirrhosis
4
8
null
0
10,628
7,019.793
7,359.02734
7
white
27.796875
51
0.679932
0.510986
1
0
0
no
0.5
0.25
no dnr
13
53
15.898438
150
20
37.5
245
2.599609
0.399963
8.599609
140
7.219727
178
61
0
1
1
no(M2 and SIP pres)
1
8,903
61.465
1
male
0
43
376
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
44
137,058
91,445.5
97,328.6875
42.25
white
33.898438
54
0.309998
0.196991
18
1
0
no
0.5
0.5
no dnr
43
82
null
62
16
35.89844
null
null
null
1.199951
140
null
139
18
4,500
null
0
adl>=4 (>=5 if sur)
0
8,904
50.54898
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
19,326
12,621.3359
10,800.1953
39
white
53.796875
90
0.125
0.056
3
0
0
no
0.05
0.02
dnr after sadm
3
104
7.299805
101
24
37.79688
266.625
3.699707
0.699951
1
135
7.479492
102
6
2,400
null
null
<2 mo. follow-up
2.104492
8,905
41.04898
1
male
0
18
111
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
null
0
21,882
15,987.7266
13,819.2656
16.333328
white
32.195313
65
0.768921
0.694946
1
1
0
no
0.9
0.85
no dnr
18
80
6.699219
48
16
35.59375
null
null
0.5
1.099854
138
null
125
13
2,125
0
5
SIP>=30
5
8,906
53.41299
1
male
0
18
176
Lung Cancer
Cancer
1
14
null
0
18,409
12,327.4141
11,574.0391
8
white
16.898438
20
0.735962
0.467957
1
0
0
metastatic
0.6
0.4
dnr after sadm
1
119
14.5
100
20
36.5
128.5625
2.5
0.199982
3.5
133
7.459961
320
54
4,570
3
2
adl>=4 (>=5 if sur)
2
8,907
78.43896
1
female
0
18
300
Lung Cancer
Cancer
4
10
under $11k
0
7,898
5,355.1562
6,158.69922
5
white
15.199219
11
0.711914
0.430969
1
0
0
metastatic
0.9
0.4
dnr before sadm
-1
114
14.099609
81
28
36.19531
237.03125
null
null
1.199951
146
7.449219
166
23
2,900
0
null
no(M2 and SIP pres)
0.494751
8,908
87.23895
0
female
0
5
577
CHF
COPD/CHF/Cirrhosis
2
8
null
0
3,197
2,192.7578
2,027.46973
8
white
17.898438
31
0.813965
0.698975
1
0
0
no
0.9
0.8
no dnr
5
112
5.299805
93
24
36.39844
null
4
0.399963
0.899902
134
null
254
9
null
null
null
null
2.452637
8,909
64.34998
1
female
0
14
20
Cirrhosis
COPD/CHF/Cirrhosis
4
null
null
0
20,747
13,424.3281
13,416.5781
12
white
28.5
60
0.507935
0.306946
1
0
0
yes
0.2
0.1
dnr after sadm
1
74
13.199219
98
24
35.59375
290.4375
3.699707
0.5
1
130
7.479492
126
17
1,125
null
2
<2 mo. follow-up
2
8,910
53.73297
1
female
1
3
3
Coma
Coma
0
12
$11-$25k
61
22,779
16,649.6875
18,364.8594
42
white
30.5
48
0.221985
0.158997
12
0
0
no
null
null
dnr after sadm
3
74
21.398438
60
8
38.69531
188
2.399902
1
1.799805
151
7.419922
243
63
3,300
null
0
<2 mo. follow-up
0
8,911
71.11597
1
male
1
17
17
Cirrhosis
COPD/CHF/Cirrhosis
3
10
null
26
17,697
12,093.5391
13,002.8672
17.333328
white
30
57
0.342957
0.154999
1
0
0
no
0.6
0.5
dnr after sadm
17
110
11.099609
108
32
37.79688
null
2.199707
1.5
0.899902
141
null
136
13
2,250
null
1
<2 mo. follow-up
1
8,912
66.29395
0
female
0
22
572
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
0
58,552
40,298.8438
39,556.5938
37.666657
white
26.5
37
0.625
0.520996
14
0
0
yes
0.97
0.95
no dnr
22
56
null
110
10
36.39844
202.5
null
0.599976
1
137
7.429688
237
14
1,770
null
0
no(M2 and SIP pres)
0
8,913
54.91599
0
male
0
7
571
COPD
COPD/CHF/Cirrhosis
2
10
null
0
4,256
2,674.3203
2,640.37891
7
white
23.699219
25
0.870972
0.784912
1
0
0
no
1
0.9
no dnr
7
77
9.599609
128
32
38.19531
null
2.5
0.399963
0.899902
137
null
104
7
null
0
0
null
0
8,914
66.612
1
female
0
189
370
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
428,707
null
null
39.75
white
23.199219
47
0.748901
0.669922
17
0
0
no
0.5
0.5
no dnr
189
107
5.5
106
32
38.39844
197.5
0.5
3.399902
1
139
7.389648
118
20
null
null
0
adl>=4 (>=5 if sur)
0
8,915
71.59796
1
female
0
7
8
Coma
Coma
1
17
$11-$25k
9
8,412
5,682.4062
6,691.02734
5.5
white
24.699219
42
0.579956
0.513916
1
1
0
no
0.5
0.5
dnr after sadm
4
98
8.5
44
28
36.39844
null
4.199219
0.799927
1.699951
142
null
104
21
3,050
null
1
<2 mo. follow-up
1
8,916
71.90399
1
male
0
6
47
Colon Cancer
Cancer
1
13
null
0
10,473
6,775.8359
7,401.55859
12
white
25.199219
26
0.653931
0.348999
1
0
0
metastatic
0.5
0.2
no dnr
6
65
11.5
116
26
38.29688
124.4375
2.899902
0.699951
0.599976
133
7.529297
119
19
990
1
3
<2 mo. follow-up
3
8,917
71.72595
1
female
0
21
80
Coma
Coma
4
13
$11-$25k
9
43,394
null
null
21.666656
white
22
42
0.643921
0.583984
1
1
0
no
0.6
0.3
dnr after sadm
2
142
13.099609
64
28
35.69531
305
2.299805
0.299988
8.898438
134
7.519531
308
67
null
null
1
adl>=4 (>=5 if sur)
1
8,918
71.409
1
female
0
5
7
Lung Cancer
Cancer
2
13
null
9
19,918
13,905.8516
14,534.5156
38
white
34.296875
40
0.181976
0.014999
1
0
0
metastatic
0.1
0.05
dnr after sadm
3
73
14.298828
150
22
35.69531
436
3.399902
0.799927
1
138
7.459961
94
12
null
null
5
<2 mo. follow-up
5
8,919
54.78998
1
male
0
6
28
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
0
7,798
5,192
6,066.23828
19
white
23.898438
27
0.839966
0.784912
1
1
0
no
0.9
0.9
no dnr
6
117
0.299988
79
16
38.19531
578.25
3.599609
1.199951
1.299805
133
7.449219
88
30
2,100
0
4
<2 mo. follow-up
4
8,920
48.07898
1
female
1
5
5
Coma
Coma
1
12
under $11k
94
8,935
6,365.5859
6,481.04688
35
white
16.296875
30
0.544922
0.475952
1
0
0
yes
0.5
0.5
dnr after sadm
4
102
6.799805
67
24
36.19531
null
4.399414
0.599976
1.5
140
null
150
14
null
null
7
<2 mo. follow-up
7
8,921
76.71997
0
male
0
6
562
COPD
COPD/CHF/Cirrhosis
2
16
null
0
5,013
3,363.3359
3,150.13867
16
white
14.5
39
0.869995
0.783936
1
0
0
no
0.95
0.9
no dnr
6
80
10.599609
114
32
35.69531
240
3.599609
0.5
1.099854
140
7.369141
124
25
875
0
1
no(M2 and SIP pres)
1
8,922
69.771
0
male
0
5
559
Lung Cancer
Cancer
1
12
>$50k
0
4,444
2,842.6035
2,263.41992
14
white
5.599609
9
0.865967
0.700928
1
0
0
metastatic
null
null
no dnr
5
57
16.898438
165
40
38.19531
280.75
null
null
1.299805
138
7.369141
274
32
1,250
0
0
no(M2 and SIP pres)
0
8,923
68.64099
0
female
0
7
559
CHF
COPD/CHF/Cirrhosis
3
13
$11-$25k
0
6,748
4,771.9883
4,282.86719
8.5
white
22.398438
26
0.821899
0.709961
1
1
0
no
0.9
0.8
no dnr
7
64
9.5
180
25
39.09375
185
1.599854
1.099854
0.899902
136
7.449219
74
24
1,500
2
1
no(M2 and SIP pres)
1
8,924
66.39294
1
male
0
3
81
Lung Cancer
Cancer
1
15
$25-$50k
0
3,660
2,215.7246
1,035.0293
null
white
15.199219
14
0.738892
0.471985
1
0
0
metastatic
1
0.9
no dnr
3
71
7.399414
114
29
38.89844
354.25
null
null
3.399902
137
7.399414
239
76
675
0
null
null
0.494751
8,925
75.409
0
female
0
4
558
COPD
COPD/CHF/Cirrhosis
1
null
null
0
2,968
1,964.3272
2,030.86914
6
white
16.097656
15
0.858887
0.767944
1
0
0
no
0.8
0.75
no dnr
4
73
39.09375
128
24
35.69531
276
null
0.799927
0.699951
138
7.379883
227
18
1,900
null
null
null
2.818359
8,926
68.797
0
female
0
8
558
COPD
COPD/CHF/Cirrhosis
0
12
null
0
5,659
3,657.3691
4,326.84766
6
white
30.398438
31
0.679932
0.510986
1
0
0
no
0.8
0.75
no dnr
8
69
null
83
20
36.09375
190.46875
null
null
1.699951
140
7.349609
83
26
null
1
0
no(M2 and SIP pres)
0
8,927
63.28299
1
female
0
10
256
COPD
COPD/CHF/Cirrhosis
4
10
under $11k
0
11,033
7,063.0547
7,416.25
17
white
18.097656
16
0.888916
0.814941
1
1
0
no
0.5
0.5
no dnr
10
108
23.097656
104
24
35.5
null
3.199707
0.5
0.899902
132
null
113
9
5,050
2
4
no(M2 and SIP pres)
4
8,928
71.047
1
male
0
15
69
Colon Cancer
Cancer
1
12
null
0
12,943
7,935.8086
10,164.8828
14.333328
white
17.398438
26
0.799927
0.574951
1
0
0
metastatic
0.2
0.5
dnr after sadm
2
71
9.199219
60
28
35.79688
268
null
0.5
1.099854
140
7.319336
118
10
null
1
1
adl>=4 (>=5 if sur)
1
8,929
68.84595
0
female
0
48
554
Coma
Coma
0
14
null
55
95,299
64,149.3125
64,849.8438
25
white
20.796875
13
0.365967
0.292969
22
0
0
no
0.1
0.5
dnr after sadm
2
105
24.398438
130
10
39.39844
132
null
null
4.699219
137
7.449219
139
123
955
null
null
null
1.866699
8,930
72.64294
0
male
0
7
555
COPD
COPD/CHF/Cirrhosis
1
12
$11-$25k
0
6,267
4,345.1367
5,525.96875
4
white
23.597656
33
0.723999
0.569946
1
0
0
yes
0.85
0.5
no dnr
7
76
10.199219
101
28
36.19531
170.34375
null
0.399963
1
139
7.369141
173
28
2,500
0
0
no(M2 and SIP pres)
0
8,931
76.56396
1
male
0
52
122
MOSF w/Malig
ARF/MOSF
2
8
$11-$25k
26
149,618
99,931.6875
106,433.312
41.75
white
28.097656
56
0.378967
0.259949
6
0
0
yes
null
null
no dnr
52
103
10.898438
57
24
36.29688
null
null
0.5
1.5
138
null
114
24
1,615
null
0
no(M2 and SIP pres)
0
8,932
56.76898
0
female
0
18
553
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
>$50k
44
38,863
26,176.9688
27,202.0625
23.333328
white
16.796875
16
0.825928
0.766968
1
0
0
no
0.9
0.9
no dnr
18
100
15
120
26
36.09375
253.3125
null
null
0.699951
131
7.459961
144
11
1,950
null
0
no(M2 and SIP pres)
0
8,933
71.26898
0
male
0
5
553
Colon Cancer
Cancer
1
10
null
0
3,105
2,058.2598
2,370.04883
8
white
16.398438
5
0.812988
0.598999
1
0
0
metastatic
0.75
0.5
dnr after sadm
1
79
9.398438
81
36
36.19531
196.65625
null
0.899902
1.299805
122
7.329102
163
19
1,300
0
0
null
0
8,934
78.89099
0
male
0
8
550
CHF
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
4,300
2,863.4453
2,517.21875
6.5
white
14.5
26
0.878906
0.797974
1
0
0
no
null
null
dnr before sadm
-1
75
9.699219
104
24
35.69531
385.6875
2.599609
0.5
1.399902
125
7.469727
124
32
3,475
0
0
no(M2 and SIP pres)
0
8,935
35.52899
0
male
0
10
550
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
9,998
6,636.9492
6,665.76953
13
white
22.796875
30
0.906982
0.843994
1
0
0
no
null
null
no dnr
10
33
null
76
20
38.59375
102.34375
null
null
4.199219
144
7.199219
235
70
330
null
null
no(M2 and SIP pres)
2.580566
8,936
74.74298
0
male
0
14
548
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
9
24,344
16,322.3438
14,694.75
14
white
25.296875
32
0.579956
0.469971
9
1
0
yes
null
null
no dnr
14
65
12
109
40
38.19531
177.5
2.5
1.199951
1.399902
134
7.489258
147
43
3,400
null
null
null
3.406738
8,937
75.96399
0
male
0
13
546
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
44,512
30,112.0156
26,930.4062
29.5
white
16.597656
24
0.826904
0.767944
9
0
0
no
null
null
no dnr
13
110
11.599609
73
28
36
271.375
null
1.099854
1.5
142
7.529297
107
31
825
null
0
no(M2 and SIP pres)
0
8,938
81.81
1
male
1
109
109
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
318,295
214,994.25
229,082.125
45.5
white
34.796875
43
0.286987
0.176971
15
0
0
yes
0.65
0.6
no dnr
109
105
15.199219
60
40
38.19531
286.625
2.899902
5.399414
4.5
137
7.449219
119
88
60
null
0
adl>=4 (>=5 if sur)
0
8,939
78.74597
1
male
1
4
4
Coma
Coma
0
17
$25-$50k
100
5,388
3,861.7012
4,002.45898
26
white
20
24
0.185974
0.127991
1
0
0
no
0
0
dnr after sadm
2
64
6.099609
81
28
35.79688
285.6875
null
0.399963
1.699951
136
7.479492
85
22
1,475
null
null
<2 mo. follow-up
2.433594
8,940
55.29599
0
male
0
12
544
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
19,255
12,978.9453
14,379.1641
27.5
white
22.898438
28
0.849976
0.797974
1
0
0
no
0.8
0.75
no dnr
12
118
8.298828
79
24
36.29688
347.5625
null
0.799927
2.099609
138
7.429688
85
29
2,800
null
0
no(M2 and SIP pres)
0
8,941
68.56696
1
male
0
18
459
COPD
COPD/CHF/Cirrhosis
2
12
under $11k
0
21,864
14,747.625
17,813.7188
20.666656
white
20.597656
37
0.841919
0.740967
1
0
0
no
0.5
0.5
no dnr
18
105
6.399414
70
24
36.19531
null
3.799805
0.399963
1.5
138
null
125
25
1,050
null
3
no(M2 and SIP pres)
3
8,942
71.70697
1
female
0
6
129
Lung Cancer
Cancer
1
13
null
0
8,243
5,390.5586
6,000.4375
11
white
5.899414
21
0.860962
0.689941
1
0
0
metastatic
0.5
0.4
no dnr
6
109
7.599609
107
24
36.19531
null
null
null
1
138
null
132
6
4,150
0
null
adl>=4 (>=5 if sur)
0.494751
8,943
67.67694
1
female
0
5
6
Lung Cancer
Cancer
3
12
null
26
4,048
2,656.3848
2,981.67969
9
white
37.296875
21
0.068985
0.001
1
0
0
metastatic
0
0
dnr after sadm
5
50
13.798828
65
30
36.29688
122.4375
2.899902
0.299988
1.599854
130
7.439453
249
34
1,375
null
null
<2 mo. follow-up
3.296875
8,944
69.06799
0
male
0
21
537
ARF/MOSF w/Sepsis
ARF/MOSF
3
9
$11-$25k
0
57,387
38,371.0312
40,731.2188
19.666656
white
35.398438
51
0.47998
0.360962
6
1
0
no
null
null
no dnr
21
64
9.699219
150
12
39.29688
164.4375
1.399902
1.199951
0.599976
134
7.429688
140
6
3,390
1
2
no(M2 and SIP pres)
2
8,945
84.18298
0
male
0
7
538
CHF
COPD/CHF/Cirrhosis
3
8
null
0
5,122
3,361.4199
2,794.32812
6
white
12.398438
21
0.855957
0.761963
1
0
0
yes
null
null
no dnr
7
62
19.597656
117
24
38.69531
190.90625
null
null
2.599609
130
7.379883
178
74
3,725
0
0
null
0
8,946
62.245
0
female
0
9
536
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
10,163
7,103.2852
6,540.81641
16
white
22.296875
32
0.751953
0.672974
1
1
0
metastatic
0.9
0.8
no dnr
9
53
15.298828
60
28
35.69531
null
3
0.5
1.699951
134
null
202
24
null
0
0
SIP>=30
0
8,947
48.71698
0
female
0
8
534
CHF
COPD/CHF/Cirrhosis
5
11
under $11k
0
5,478
3,701.6191
3,353.34961
10
white
15.099609
9
0.932983
0.885986
1
1
0
no
0.95
0.95
no dnr
8
134
16.597656
113
12
38.59375
187.5
3.199707
0.199982
0.899902
132
7.5
209
25
2,100
2
2
no(M2 and SIP pres)
2
8,948
81.28998
0
female
0
7
532
COPD
COPD/CHF/Cirrhosis
3
15
null
0
4,894
3,127.5078
3,202.1582
4.5
white
25.398438
34
0.671997
0.500977
1
0
0
no
null
null
dnr after sadm
1
72
5.199219
74
16
36.59375
230.40625
null
0.399963
0.599976
143
7.389648
100
13
1,800
2
5
adl>=4 (>=5 if sur)
5
8,949
70.52698
0
male
0
5
533
ARF/MOSF w/Sepsis
ARF/MOSF
3
5
under $11k
0
5,894
4,113.6797
4,046.45898
18
white
20.796875
45
0.791992
0.7229
1
1
0
yes
null
null
no dnr
5
73
19.296875
50
13
38.19531
177.125
null
null
1.599854
131
7.459961
117
28
1,690
1
0
no(M2 and SIP pres)
0
8,950
81.91394
0
male
0
5
531
CHF
COPD/CHF/Cirrhosis
2
8
null
0
5,965
4,162.9961
4,471.95703
12
white
15.099609
20
0.86499
0.775879
1
0
0
no
null
null
dnr after sadm
1
65
8.699219
68
10
35.59375
240.21875
2.899902
1.199951
1
141
7.489258
153
22
1,725
1
1
no(M2 and SIP pres)
1
8,951
62.46997
1
male
0
11
265
Colon Cancer
Cancer
4
14
null
0
8,591
5,707.1836
4,523.44922
15
white
5.699219
14
0.92395
0.822998
1
1
0
metastatic
null
null
no dnr
11
65
6.299805
85
28
36
248
null
null
1.099854
138
7.399414
105
17
2,900
0
1
no(M2 and SIP pres)
1
8,952
67.47198
0
male
0
4
530
Lung Cancer
Cancer
1
8
null
0
2,660
1,693.166
1,980.0293
11
white
10.5
12
0.81189
0.595947
1
0
0
metastatic
1
0.99
no dnr
4
66
5.299805
83
16
36.19531
null
2.199707
0.899902
0.599976
137
null
109
11
null
0
null
no(M2 and SIP pres)
0.494751
8,953
58.448
1
female
1
16
16
Lung Cancer
Cancer
1
12
null
0
13,341
8,917.6797
10,253.7891
10
white
16.898438
8
0.725952
0.451965
1
0
0
metastatic
0.7
0.6
dnr after sadm
13
71
24.296875
119
32
36.79688
171.40625
2.399902
6.599609
1.199951
136
7.349609
313
40
1,805
5
4
<2 mo. follow-up
4
8,954
68.76398
1
female
0
6
38
COPD
COPD/CHF/Cirrhosis
4
8
under $11k
9
3,837
2,528.0312
2,609.32812
4
white
29
55
0.67688
0.505981
1
0
0
no
0.3
0.2
dnr before sadm
-1
136
7.899414
126
36
36.19531
233.3125
null
0.5
1.299805
140
7.379883
174
21
1,300
null
7
<2 mo. follow-up
7
8,955
67.05499
1
male
0
5
100
Lung Cancer
Cancer
2
18
$25-$50k
0
4,679
2,942.6231
3,030.74805
9
white
7.5
23
0.849976
0.667969
1
0
0
metastatic
0.8
0.7
no dnr
5
117
8.699219
59
16
35
null
3.599609
0.299988
0.5
138
null
108
9
null
null
null
adl>=4 (>=5 if sur)
1.831055
8,956
71.31598
0
male
0
21
527
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
41
98,932
67,951.6875
65,919.25
26
white
29.296875
57
0.411987
0.291992
10
0
0
no
0.6
0.6
no dnr
21
95
null
83
24
35.59375
null
2
4.599609
1.299805
128
null
98
23
2,365
null
0
no(M2 and SIP pres)
0
8,957
65.336
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
2
10
under $11k
44
61,342
40,270.5625
42,247.625
19
white
46
94
0.003
0
25
1
0
yes
0.1
0
dnr after sadm
2
115
19.5
68
28
38.19531
155
null
null
1.699951
131
7.30957
191
45
1,725
null
null
<2 mo. follow-up
2.552734
8,958
58.77899
1
male
1
4
4
Coma
Coma
0
12
under $11k
100
5,555
3,875.2422
4,022.19922
36
white
23.597656
41
0.278992
0.209991
1
0
0
no
0
0
dnr after sadm
2
88
8.898438
93
20
36.79688
null
4.099609
0.299988
0.899902
137
null
164
20
2,150
null
null
<2 mo. follow-up
2.28418
8,959
80.05499
1
male
0
4
50
CHF
COPD/CHF/Cirrhosis
3
8
$11-$25k
0
2,719
1,778.9102
1,870.78906
6
white
27.898438
57
0.605957
0.416992
1
0
0
yes
0.95
0.8
dnr before sadm
0
127
8.099609
102
38
37.79688
138.75
3.099609
2.399902
1.699951
147
7.479492
164
32
3,325
null
1
<2 mo. follow-up
1
8,960
33.16599
1
male
0
7
35
Lung Cancer
Cancer
1
12
$25-$50k
0
11,651
7,486.0234
5,420.29688
7
white
21.796875
15
0.685913
0.393982
1
0
0
metastatic
1
0.5
no dnr
7
101
6.899414
112
24
36
280.9375
null
10.5
0.699951
141
7.519531
221
10
1,320
null
5
<2 mo. follow-up
5
8,961
62.86398
1
female
0
14
258
COPD
COPD/CHF/Cirrhosis
2
14
null
26
18,628
12,560
13,344.4688
17
white
21.199219
21
0.804932
0.685913
1
0
0
no
null
null
no dnr
14
68
8.699219
120
22
38.09375
93.875
null
0.399963
4.299805
134
7.15918
115
60
2,250
null
0
no(M2 and SIP pres)
0
8,962
68.16199
1
male
0
3
317
CHF
COPD/CHF/Cirrhosis
4
8
null
0
2,142
1,490.7353
1,483.5293
null
white
19.5
32
0.85791
0.764893
1
1
0
no
0.6
0.6
dnr after sadm
1
67
11.798828
74
24
35.89844
233.3125
5.5
0.699951
0.899902
135
7.379883
111
10
2,300
null
null
no(M2 and SIP pres)
2.217285
8,963
64.17798
1
male
0
6
23
CHF
COPD/CHF/Cirrhosis
2
10
null
0
9,287
6,525.3086
5,868.79688
19
white
20
14
0.839966
0.737915
4
0
0
no
0.4
0.25
dnr after sadm
2
109
9.898438
83
38
37.89844
212
null
1.199951
1.399902
137
7.519531
69
19
5,950
null
null
<2 mo. follow-up
1.903564
8,964
81.14697
0
male
0
9
522
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
7,115
4,636.8008
3,771.10938
7.5
white
25.5
20
0.717896
0.560913
1
0
0
no
0.8
0.6
no dnr
9
78
13.5
118
28
38.69531
128
3.799805
0.399963
1.099854
138
7.439453
199
10
1,500
0
0
no(M2 and SIP pres)
0
8,965
86.60095
1
female
1
9
9
Coma
Coma
1
null
under $11k
44
7,479
4,767.1875
4,794.17969
18
white
23.097656
51
0.296997
0.22699
1
0
0
no
null
null
dnr after sadm
1
135
18.398438
110
22
39.19531
251.40625
3.099609
0.599976
0.899902
123
7.509766
126
30
2,015
null
0
<2 mo. follow-up
0
8,966
75.19196
1
female
0
25
477
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
37
92,096
61,565.2812
64,428
26
white
28.796875
40
0.402954
0.283997
16
1
0
no
0.8
0.6
no dnr
25
108
9.798828
110
24
38.89844
null
null
null
null
140
null
null
null
850
null
null
null
2.845703
8,967
75.10699
1
female
0
7
35
COPD
COPD/CHF/Cirrhosis
4
16
$25-$50k
37
78,995
null
null
20
white
36.59375
48
0.184998
0.052994
6
1
0
no
0.7
0.6
dnr after sadm
5
71
30
136
24
38.89844
103.32812
2.299805
0.399963
1
148
7.399414
172
27
1,300
null
0
<2 mo. follow-up
0
8,968
62.44498
1
male
0
3
5
Coma
Coma
1
8
null
61
42,538
26,397.3906
29,676.4219
null
white
24.097656
38
0.302979
0.231995
21
0
0
no
0
0
no dnr
3
67
11.599609
57
56
38.39844
167.125
3
3.599609
2
132
7.30957
184
50
1,760
null
0
<2 mo. follow-up
0
8,969
63.90997
1
male
0
9
150
Colon Cancer
Cancer
1
12
null
0
6,562
4,100.4648
4,156.77734
18
white
13.5
19
0.860962
0.689941
1
0
0
metastatic
0.7
0.4
no dnr
9
63
31.5
122
26
36.39844
89.32812
null
null
1.5
130
7.339844
151
57
623
7
5
SIP>=30
5
8,970
68.92499
0
male
0
4
512
COPD
COPD/CHF/Cirrhosis
4
11
null
0
2,300
1,623.6016
1,594.26953
8
white
16.5
18
0.881958
0.802979
1
0
0
no
null
null
no dnr
4
72
13.298828
68
10
36.59375
145
null
null
0.899902
142
7.40918
130
30
1,725
null
1
no(M2 and SIP pres)
1
8,971
72.19397
0
female
0
5
513
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
2,975
1,970.3672
2,313.56836
5
white
18
24
0.852905
0.757935
1
0
0
no
0.95
0.85
no dnr
5
64
9.398438
108
10
37.79688
187.5
null
0.299988
2
141
7.389648
94
43
1,100
null
0
no(M2 and SIP pres)
0
8,972
59.46899
1
female
0
71
87
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
0
189,010
126,933.812
147,142.875
41
white
30.199219
52
0.666992
0.570923
1
0
0
yes
null
null
no dnr
71
109
20.898438
112
30
36
145.4375
2.799805
1.299805
1.099854
127
7.439453
243
15
4,985
null
1
SIP>=30
1
8,973
65.15497
1
female
0
4
84
Lung Cancer
Cancer
2
8
$25-$50k
0
7,074
4,313.1484
4,095.1582
7
white
23.898438
6
0.545898
0.223999
1
0
0
metastatic
1
0.75
dnr after sadm
1
69
11.099609
69
20
35.79688
null
3.599609
1.799805
0.799927
132
null
153
16
null
null
null
adl>=4 (>=5 if sur)
2.400391
8,974
64.06799
1
female
0
5
166
Lung Cancer
Cancer
1
16
$25-$50k
0
4,993
3,091.2793
2,519.34961
11
white
18.296875
23
0.68396
0.390991
1
0
0
metastatic
0.9
0.8
no dnr
5
114
13.099609
110
14
35.79688
153.3125
null
null
0.599976
138
7.439453
147
23
1,485
null
null
null
2.060547
8,975
66.05597
1
female
0
16
162
Lung Cancer
Cancer
2
12
under $11k
0
13,890
8,675.6484
8,634.39844
8
white
20.898438
18
0.618896
0.304993
1
0
0
metastatic
0.8
0.4
no dnr
16
105
7.599609
69
22
36.09375
null
null
0.899902
0.899902
144
null
107
9
5,525
0
3
no(M2 and SIP pres)
3
8,976
88.112
1
female
0
13
112
CHF
COPD/CHF/Cirrhosis
4
11
under $11k
0
9,488
6,267.2305
5,675.22656
12.5
white
11.699219
27
0.850952
0.754883
1
0
0
yes
0.75
0.75
dnr after sadm
1
64
5.799805
70
20
35.59375
null
4.299805
1.599854
1.399902
136
null
118
29
1,390
2
1
adl>=4 (>=5 if sur)
1
8,977
22.459
0
female
0
10
498
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
0
15,931
10,389.1562
10,255.4688
18
white
27.796875
31
0.879883
0.837891
1
1
0
no
0.5
0.5
no dnr
10
121
20.199219
115
28
38.89844
144
1.799805
1
0.599976
132
7.419922
157
28
2,595
1
6
no(M2 and SIP pres)
6
8,978
66.25098
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
1
8
null
0
29,086
19,636.125
21,684.25
24.5
white
34.59375
54
0.362
0.243988
4
0
0
yes
0.3
0.2
dnr after sadm
1
99
8.898438
71
24
36.09375
233.3125
null
0.299988
2.799805
137
7.40918
174
46
1,325
null
5
<2 mo. follow-up
5
8,979
74.46698
0
male
0
7
493
COPD
COPD/CHF/Cirrhosis
2
12
null
0
5,049
3,338.9648
3,708.32812
6
white
18.398438
18
0.836914
0.733887
1
0
0
no
0.5
0.4
dnr before sadm
-1
51
null
106
40
39.09375
92.5
3
0.699951
1.299805
132
7.479492
240
25
1,150
0
0
no(M2 and SIP pres)
0
8,980
73.47595
0
male
0
12
491
COPD
COPD/CHF/Cirrhosis
2
8
null
37
16,876
11,452.4375
11,882.0781
33.5
white
35.898438
49
0.29895
0.121994
1
0
0
no
null
null
no dnr
12
115
12
76
29
36.29688
223.3125
null
null
0.899902
135
7.349609
177
17
2,025
null
0
no(M2 and SIP pres)
0
8,981
66.24194
0
female
0
15
491
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
$25-$50k
0
14,301
9,458.6797
8,610.08594
11
white
17.097656
28
0.881958
0.839966
1
0
0
no
0.9
0.7
no dnr
15
109
7.699219
110
20
36.19531
null
3.099609
0.299988
1.099854
139
null
74
11
3,250
0
0
no(M2 and SIP pres)
0
8,982
71.49097
0
female
0
17
490
COPD
COPD/CHF/Cirrhosis
4
null
null
9
11,254
7,470.0898
7,097.4375
4
white
18.097656
33
0.796997
0.672974
1
1
1
yes
null
null
dnr after sadm
1
146
29.898438
152
44
38.79688
250
3
4.399414
1.799805
150
7.289062
368
56
1,400
null
0
no(M2 and SIP pres)
0
8,983
69.61298
0
female
0
5
489
Cirrhosis
COPD/CHF/Cirrhosis
3
12
null
26
4,322
2,903.8184
3,324.76953
9
white
21.097656
35
0.608887
0.420959
1
0
0
no
0.8
0.5
no dnr
5
57
10.298828
120
32
38.59375
250
2.299805
1
0.699951
136
7.349609
95
10
2,600
null
0
no(M2 and SIP pres)
0
8,984
78.61694
0
male
0
16
489
CHF
COPD/CHF/Cirrhosis
6
8
$25-$50k
0
15,164
9,715
11,443.1953
12
white
14.898438
45
0.875977
0.793945
1
1
0
no
0.9
0.7
no dnr
16
76
8.699219
60
22
35.5
220
null
0.699951
0.899902
144
7.289062
176
26
950
4
6
adl>=4 (>=5 if sur)
6
8,985
76.22498
0
male
0
16
487
ARF/MOSF w/Sepsis
ARF/MOSF
1
13
null
0
37,726
25,119.125
20,596.9375
20.333328
white
25.398438
44
0.674927
0.579956
9
0
0
no
0.8
0.6
dnr before sadm
-8
71
10.898438
158
32
35.79688
244.4375
2.799805
0.5
2.199707
141
7.40918
144
49
2,550
0
1
no(M2 and SIP pres)
1
8,986
66.55396
1
male
0
12
290
Colon Cancer
Cancer
2
8
null
0
8,866
5,766.2461
6,733.52734
12.5
white
33.5
22
0.45697
0.143982
1
0
0
metastatic
0.5
0.25
dnr after sadm
2
67
0.5
102
24
37.79688
330
2.099609
0.599976
1.099854
142
7.419922
122
18
2,550
null
null
adl>=4 (>=5 if sur)
2.904297
8,987
65.56097
0
male
0
11
484
COPD
COPD/CHF/Cirrhosis
3
8
$11-$25k
0
29,387
19,287.9688
20,213.2188
22.5
white
19.597656
39
0.848999
0.750977
3
1
0
no
null
null
no dnr
11
111
6.199219
107
24
38.79688
null
4.5
0.699951
1.5
136
null
110
25
2,150
null
0
no(M2 and SIP pres)
0
8,988
83.39496
0
female
0
49
485
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
null
0
112,915
75,452.5
77,552.5
25.25
white
29.097656
45
0.541992
0.427979
10
0
0
no
1
0.9
no dnr
49
79
8.199219
67
24
37.89844
316
2.899902
0.199982
0.699951
138
7.419922
124
18
1,000
0
0
adl>=4 (>=5 if sur)
0
8,989
67.35699
0
male
0
6
485
Lung Cancer
Cancer
1
12
$25-$50k
0
5,986
3,713.4238
4,657.53906
10
white
14.5
10
0.750977
0.490967
1
0
0
metastatic
null
null
no dnr
6
51
10
181
24
36.19531
356
null
0.599976
1.199951
133
7.469727
168
27
930
0
null
no(M2 and SIP pres)
0.494751
8,990
48.19998
0
male
0
5
482
COPD
COPD/CHF/Cirrhosis
2
12
$25-$50k
26
5,518
3,836.4785
4,842.45703
18
white
20.296875
28
0.885986
0.809937
1
0
0
no
0.75
0.7
dnr after sadm
2
63
10
127
8
40.89844
155
2.5
1.5
3.699707
144
7.469727
108
72
1,510
null
null
no(M2 and SIP pres)
3.577637
8,991
59.95599
1
male
0
23
132
MOSF w/Malig
ARF/MOSF
2
20
null
0
48,649
null
null
33.666657
white
28.296875
61
0.517944
0.401978
10
0
0
yes
0.8
0.7
no dnr
23
41
14.798828
140
20
35.19531
88.75
2.399902
10.298828
1.099854
131
7.30957
94
23
350
null
0
no(M2 and SIP pres)
0
8,992
81.66699
0
male
0
33
482
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
41
96,173
61,584.6562
68,208.4375
23.5
white
16.796875
50
0.657959
0.559937
20
0
0
no
0.6
0.5
no dnr
33
67
20.199219
74
28
35.39844
440
3
6.099609
4.899414
135
7.449219
154
50
175
null
0
adl>=4 (>=5 if sur)
0
8,993
78.05096
1
female
0
32
65
Coma
Coma
0
16
null
44
36,552
24,587.2344
26,509.6406
16.5
white
22
27
0.391968
0.317993
2
0
0
no
0.65
0.6
dnr before sadm
-1
100
17
70
16
35.59375
null
4
0.5
1
127
null
276
21
null
null
0
null
0
8,994
72.87299
1
male
0
3
66
Lung Cancer
Cancer
1
8
null
0
4,081
2,483.1133
1,081.90918
null
white
18.5
12
0.656982
0.352966
1
0
0
metastatic
0.8
0.3
no dnr
3
79
11.699219
74
16
36.29688
null
null
0.199982
0.899902
140
null
null
null
3,300
0
null
adl>=4 (>=5 if sur)
0.494751
8,995
76.07697
1
male
0
13
18
Lung Cancer
Cancer
2
12
$11-$25k
9
12,127
7,949.0078
8,848.71875
17
white
24.898438
18
0.436951
0.127991
1
0
0
metastatic
null
null
dnr after sadm
1
58
10.798828
69
20
36.39844
238.09375
null
0.399963
1.5
140
7.439453
108
32
null
null
0
<2 mo. follow-up
0
8,996
70.09198
1
female
0
13
77
ARF/MOSF w/Sepsis
ARF/MOSF
5
9
under $11k
0
14,271
9,694.8438
12,627.375
20.5
white
29.097656
49
0.698975
0.608887
1
1
0
no
0.7
0.6
dnr before sadm
-1
65
58.296875
70
24
36.19531
null
3.299805
2.199707
2.199707
128
null
103
57
370
6
3
SIP>=30
3
8,997
87.45795
1
male
0
12
187
COPD
COPD/CHF/Cirrhosis
3
5
under $11k
0
7,245
4,796.3047
5,046.70703
4.5
white
18.199219
23
0.706909
0.545898
1
0
0
yes
0.95
0.9
dnr after sadm
1
47
null
150
10
38.69531
438.0625
null
null
0.699951
134
7.519531
158
19
1,175
null
0
no(M2 and SIP pres)
0
8,998
72.21594
1
female
0
5
144
Colon Cancer
Cancer
1
19
null
0
14,195
9,840.3594
10,359.6641
13
white
15.5
8
0.823975
0.618896
1
0
0
metastatic
null
null
no dnr
5
58
5.699219
123
32
39.29688
null
2
16.796875
1.199951
134
null
98
3
null
null
null
adl>=4 (>=5 if sur)
1.715576
8,999
71.69098
0
male
0
16
474
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
21,106
13,825.9844
14,169.8672
16.666656
white
21.398438
32
0.823975
0.713989
1
1
0
no
null
null
no dnr
16
101
19.699219
78
24
37.39844
180
2.099609
0.5
5
130
7.319336
98
61
1,570
0
0
no(M2 and SIP pres)
0
9,000
64.31195
1
female
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
41
29,670
19,539.4844
22,504.1406
34.5
white
19.398438
33
0.769897
0.695923
1
0
0
no
0.5
0.5
dnr after sadm
6
115
7.199219
130
28
35.69531
276
null
null
0.799927
143
7.429688
103
11
2,200
null
0
<2 mo. follow-up
0