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
6,401
55.431
1
male
0
9
100
ARF/MOSF w/Sepsis
ARF/MOSF
4
10
under $11k
0
null
null
null
30
white
35.796875
50
0.526978
0.41095
2
0
0
yes
0.75
0.8
no dnr
9
60
7.299805
45
24
36.09375
156
2.599609
6.699219
2.699707
132
7.479492
null
null
null
null
0
no(M2 and SIP pres)
0
6,402
69.34998
1
male
0
3
974
COPD
COPD/CHF/Cirrhosis
4
8
under $11k
0
2,921
2,004.8916
1,879.58984
7
white
15.298828
11
0.862915
0.772949
1
0
0
yes
null
null
no dnr
3
80
18.699219
102
22
36.29688
295.1875
4.299805
0.599976
0.699951
142
7.379883
null
null
null
1
null
SIP>=30
1.1669
6,403
24.63499
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
0
70,090
47,834.6875
48,419.7812
58
white
31.898438
59
0.780884
0.709961
10
0
0
no
0.3
0.3
no dnr
9
62
42.398438
122
32
40.09375
115
1.5
2.699707
1.199951
142
7.369141
null
null
null
null
0
<2 mo. follow-up
0
6,404
62.93198
1
female
0
65
546
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
121,038
94,205.5625
86,203.5
42
black
29
49
0.670898
0.574951
8
0
0
no
0.1
0.001
no dnr
65
58
17.5
129
30
36.39844
150
2.199707
0.399963
0.799927
141
7.459961
null
null
null
null
0
no(M2 and SIP pres)
0
6,405
63.75897
0
male
0
6
1,572
CHF
COPD/CHF/Cirrhosis
4
11
$11-$25k
0
7,224
5,954.7852
5,679.52734
21
white
13.898438
17
0.915894
0.85791
1
0
0
no
null
null
no dnr
6
61
6.899414
103
20
35.79688
null
4.299805
1.199951
1
138
null
null
null
null
null
null
adl>=4 (>=5 if sur)
2.402344
6,406
69.23999
1
male
1
19
19
MOSF w/Malig
ARF/MOSF
1
12
$11-$25k
0
28,541
20,001.3281
21,637.5781
19
white
26.796875
34
0.45697
0.336975
10
0
0
metastatic
0.9
0.2
dnr after sadm
1
93
9.099609
122
32
36.69531
247.40625
2.5
0.899902
0.899902
124
7.399414
null
null
null
0
0
<2 mo. follow-up
0
6,407
61.58197
1
male
0
14
40
Colon Cancer
Cancer
2
16
$25-$50k
0
12,342
9,445.5
8,539.28906
13.333328
white
17.199219
17
0.819946
0.611938
1
0
0
metastatic
0.8
0.55
no dnr
14
101
15.099609
76
20
37.89844
null
3.399902
0.699951
1.099854
133
null
null
null
null
0
0
<2 mo. follow-up
0
6,408
60.90298
1
male
0
7
250
Colon Cancer
Cancer
1
18
>$50k
0
5,255
3,663.7324
3,698.10938
10
white
16.898438
5
0.825928
0.622925
1
0
0
metastatic
0.8
0.4
no dnr
7
98
6.099609
76
20
38
null
3.199707
0.699951
0.699951
136
null
null
null
null
1
1
null
1
6,409
82.92395
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
63,732
42,654.625
43,512.9375
48
white
34.09375
67
0.391968
0.272949
13
1
0
no
0.7
0.4
dnr after sadm
10
70
16
125
10
38
164
1.699951
5.299805
3.099609
145
7.429688
null
null
null
null
0
<2 mo. follow-up
0
6,410
66.31598
0
male
0
10
1,565
ARF/MOSF w/Sepsis
ARF/MOSF
3
11
under $11k
0
12,129
9,292.9609
8,804.40625
19
white
22.699219
26
0.820923
0.760986
1
1
0
no
0.9
0.8
no dnr
10
127
11.898438
72
24
35
364
2.5
1
1.799805
144
7.359375
null
null
null
0
0
null
0
6,411
69.54095
1
male
0
5
110
Cirrhosis
COPD/CHF/Cirrhosis
6
10
under $11k
0
3,099
2,337.0879
2,094.67969
8
white
22.199219
32
0.687988
0.519897
1
1
0
no
0.9
0.6
no dnr
5
98
8.699219
77
20
36
null
2.599609
4.299805
1.799805
133
null
null
null
null
4
6
SIP>=30
6
6,412
59.37299
1
male
0
9
60
MOSF w/Malig
ARF/MOSF
3
13
$25-$50k
0
24,994
17,398.7031
18,983.8594
31.5
white
32.296875
53
0.310974
0.197998
11
0
0
metastatic
0.7
0.5
no dnr
9
95
0.189972
110
28
38.19531
null
null
null
2.599609
142
null
null
null
null
2
5
adl>=4 (>=5 if sur)
5
6,413
59.20898
1
male
0
12
101
MOSF w/Malig
ARF/MOSF
3
14
$25-$50k
0
13,388
8,849.3984
10,012.3828
13.5
white
17.5
20
0.769897
0.695923
1
1
0
metastatic
0.4
0.2
no dnr
12
77
4.299805
93
24
38
280.9375
3.299805
0.5
0.799927
140
7.529297
null
null
null
0
0
no(M2 and SIP pres)
0
6,414
61.202
1
male
0
14
1,112
MOSF w/Malig
ARF/MOSF
4
11
under $11k
0
21,705
15,965.4844
15,301.4766
22.666656
black
20.5
33
0.713989
0.626953
1
0
0
metastatic
0.8
0.7
dnr after sadm
2
118
15
77
10
36.39844
241.3125
2.099609
0.5
8.199219
136
7.389648
null
null
null
null
0
no(M2 and SIP pres)
0
6,415
65.04895
0
female
0
57
1,560
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
44
150,284
104,787
108,316.188
50
white
36.898438
55
0.220978
0.122986
9
0
0
no
0.1
0.001
no dnr
57
49
24.199219
76
13
36.89844
124.65625
2.299805
2
1.399902
127
7.449219
null
null
null
null
0
SIP>=30
0
6,416
75.78094
1
female
0
6
33
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
18,125
15,311.4688
15,008.6094
20
white
15.898438
26
0.873901
0.789917
1
1
0
no
0.99
0.85
no dnr
6
76
9.898438
78
24
36
536
3.599609
1.199951
1.299805
137
7.589844
null
null
null
0
0
<2 mo. follow-up
0
6,417
66.24799
1
female
0
18
1,086
CHF
COPD/CHF/Cirrhosis
2
11
under $11k
0
12,521
9,499.0625
8,125.25781
9.666664
black
20.898438
31
0.848999
0.750977
1
1
0
no
0.95
0.95
no dnr
18
125
10.099609
80
24
36.59375
272.9375
3.399902
0.5
5.299805
139
7.349609
null
null
null
0
0
no(M2 and SIP pres)
0
6,418
61.61499
1
female
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
37
36,215
27,182.9688
26,062.7812
32.5
white
20.199219
35
0.706909
0.618896
15
0
0
no
0.4
0.3
dnr after sadm
7
113
6.899414
133
42
38.39844
360
2.799805
0.5
1.099854
144
7.5
null
null
null
null
7
<2 mo. follow-up
7
6,419
63.73398
1
female
0
6
94
CHF
COPD/CHF/Cirrhosis
5
12
$11-$25k
0
4,131
3,065.4316
2,829.69922
9
black
24.898438
43
0.805908
0.685913
1
1
0
no
0.8
0.7
no dnr
6
75
4.299805
118
28
35.79688
288
3.399902
1
1.5
134
7.5
null
null
null
null
4
adl>=4 (>=5 if sur)
4
6,420
71.73999
1
male
1
50
50
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
44
145,564
95,848.6875
97,656
47.25
white
27
41
0.45697
0.337952
11
0
0
no
0.9
0.5
dnr after sadm
50
61
12.298828
130
32
37.89844
135.53125
2.099609
0.599976
0.799927
137
7.429688
null
null
null
null
null
<2 mo. follow-up
2.816895
6,421
54.12698
1
male
0
17
22
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$11-$25k
0
35,355
28,343.1719
26,961.9375
33.333313
white
27.796875
20
0.789917
0.721924
1
0
0
no
0.9
0.85
no dnr
17
111
19.898438
129
12
36.5
246.65625
3
1
0.599976
128
7.469727
null
null
null
null
0
<2 mo. follow-up
0
6,422
62.78699
1
male
0
23
52
Cirrhosis
COPD/CHF/Cirrhosis
4
null
under $11k
0
39,033
28,216.25
29,448.1719
18.666656
white
30.398438
69
0.469971
0.267944
7
0
0
no
0.5
0.3
dnr after sadm
3
69
4.5
107
9
36.09375
345.6875
1.899902
18.199219
1.5
146
7.469727
null
null
null
4
2
<2 mo. follow-up
2
6,423
73.48096
1
female
0
31
1,373
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
9
40,095
31,011.5938
28,549.75
23.75
black
25.296875
44
0.666992
0.569946
1
1
0
yes
0.95
0.9
no dnr
31
104
25.898438
107
22
38.59375
136
2.399902
0.599976
1.5
145
7.379883
null
null
null
null
5
SIP>=30
5
6,424
56.13699
0
female
0
12
1,550
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
44
18,628
14,305.6953
13,730.9688
34
white
29.597656
61
0.586914
0.477966
1
1
0
no
0.7
0.65
no dnr
12
68
12.599609
111
24
36
256.625
2.199707
0.599976
2.799805
157
7.209961
null
null
null
null
2
SIP>=30
2
6,425
68.698
0
male
0
9
1,548
COPD
COPD/CHF/Cirrhosis
4
null
under $11k
26
9,996
7,947.2148
7,168.6875
18.5
white
23.296875
20
0.72998
0.577881
1
0
1
no
0.8
0.7
no dnr
9
104
11.298828
109
28
36
437
3
0.599976
0.899902
141
7.439453
null
null
null
7
null
adl>=4 (>=5 if sur)
5.199497
6,426
44.73599
0
male
0
38
1,547
MOSF w/Malig
ARF/MOSF
2
8
$11-$25k
41
49,828
37,918
35,227.0312
26.75
white
36.796875
62
0.192993
0.102997
1
0
0
yes
0.4
0.4
no dnr
38
123
29.597656
136
28
39.19531
108.75
2.799805
2.399902
6.399414
137
7.359375
null
null
null
null
0
SIP>=30
0
6,427
66.40698
1
male
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
5
6
$11-$25k
100
13,879
10,523.6406
10,662.6641
56
white
50.59375
104
0
0
3
0
0
no
0.2
0.15
dnr after sadm
4
50
14.798828
200
40
34.79688
223.3125
2.899902
16.699219
2.299805
128
7.349609
null
null
null
null
1
<2 mo. follow-up
1
6,428
69.31396
1
female
1
46
46
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
37
222,812
154,127.75
155,944.125
49.25
white
25.398438
45
0.529907
0.414978
28
0
0
no
0.2
0.2
dnr after sadm
36
125
11.699219
120
46
38.59375
208.5625
1.599854
0.699951
0.799927
131
7.40918
null
null
null
null
1
<2 mo. follow-up
1
6,429
51.54797
0
male
0
7
1,544
Cirrhosis
COPD/CHF/Cirrhosis
2
12
$25-$50k
0
6,082
4,347.3516
4,053.92969
12
white
19.898438
28
0.833984
0.728882
1
0
0
no
0.9
0.7
no dnr
7
80
6.099609
110
22
36.39844
285.6875
2.299805
2.099609
0.799927
136
7.439453
null
null
null
0
null
null
0.4948
6,430
31.099
0
female
0
12
1,544
Cirrhosis
COPD/CHF/Cirrhosis
2
14
$25-$50k
0
17,925
13,259.8516
12,847.7266
22
hispanic
20.699219
28
0.883911
0.805908
4
1
0
no
0.95
0.8
no dnr
12
118
7.199219
111
24
36.29688
497.75
2.399902
2.399902
0.799927
143
7.459961
null
null
null
2
null
no(M2 and SIP pres)
1.839
6,431
92.73895
1
female
0
13
719
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
17,435
12,993.5234
12,674.6172
17
null
23.796875
33
0.67688
0.582886
2
1
0
no
0.6
0.6
no dnr
13
69
9.099609
60
24
36
164
null
null
1.899902
139
7.40918
null
null
null
1
null
null
1.1669
6,432
66.17395
1
male
1
27
27
Coma
Coma
1
11
$11-$25k
61
39,355
28,586.9688
27,464.6094
28.75
black
16.097656
21
0.589966
0.523926
2
0
0
no
0
0
dnr after sadm
8
108
12.599609
100
10
38.39844
237.5
2.299805
0.399963
1.399902
138
7.429688
null
null
null
null
0
<2 mo. follow-up
0
6,433
53.57999
1
female
0
6
170
COPD
COPD/CHF/Cirrhosis
2
11
under $11k
0
4,130
3,030.0137
2,410.86914
14
black
14.398438
23
0.939941
0.897949
1
0
0
no
0.9
0.7
no dnr
6
111
9.5
77
28
35.89844
228
3.799805
0.199982
1
141
7.339844
null
null
null
0
0
no(M2 and SIP pres)
0
6,434
70.396
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
100
15,109
9,874.5781
10,244.4453
51
black
54
99
0
0
3
0
0
yes
0.1
0.001
no dnr
5
39
15.699219
158
26
37.89844
81.29688
2.399902
5.899414
2.599609
136
7.30957
null
null
null
null
1
<2 mo. follow-up
1
6,435
63.159
1
female
1
4
4
Coma
Coma
1
14
under $11k
61
8,552
7,287.543
6,562.83984
38
white
20.699219
21
0.518921
0.448975
1
0
0
no
0.02
0.000008
dnr after sadm
2
139
16.097656
132
10
38.89844
247.46875
null
1.299805
0.899902
138
7.419922
null
null
null
null
0
<2 mo. follow-up
0
6,436
57.46198
1
female
0
5
546
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
3,210
2,347.4258
2,145.5293
7
black
23.898438
21
0.841919
0.740967
1
0
0
no
0.9
0.5
no dnr
5
113
7.799805
55
20
36.19531
457.125
3
0.5
2.199707
138
7.489258
null
null
null
0
4
no(M2 and SIP pres)
4
6,437
77.659
1
male
1
56
56
ARF/MOSF w/Sepsis
ARF/MOSF
2
10
under $11k
0
167,906
113,322.375
114,515.875
57.25
white
35
63
0.343994
0.227997
6
0
0
yes
0.5
0.3
dnr after sadm
56
100
18.296875
64
25
36.39844
252.5
1.799805
21.097656
3.899902
146
7.389648
null
null
null
6
2
<2 mo. follow-up
2
6,438
49.86697
1
female
1
5
5
Coma
Coma
1
null
null
100
7,362
4,973.8711
4,790.6875
14
white
42.898438
46
0.008999
0.003
1
0
0
no
null
null
dnr after sadm
2
45
27.597656
46
12
33
473.3125
2.699707
0.399963
0.799927
127
7.40918
null
null
null
null
null
<2 mo. follow-up
3.167481
6,439
73.08099
1
male
0
13
216
CHF
COPD/CHF/Cirrhosis
5
8
$11-$25k
0
18,012
15,090.1484
14,308.1641
18
white
22.898438
41
0.79895
0.675903
1
1
0
no
0.9
0.75
no dnr
13
73
8.398438
113
28
36.29688
338.0625
null
2.599609
1.199951
134
7.429688
null
null
null
1
6
adl>=4 (>=5 if sur)
6
6,440
71.04199
1
female
1
37
37
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
under $11k
0
119,144
81,028.625
85,236.25
48.75
white
34.398438
74
0.465942
0.346985
13
0
0
no
0.8
0.8
dnr after sadm
37
59
13.898438
164
12
38.19531
162
2.099609
5.699219
2.799805
139
7.359375
null
null
null
null
null
<2 mo. follow-up
2.834473
6,441
43.82199
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$25-$50k
100
9,219
7,003.7266
6,782.15625
66
white
83.6875
121
0
0
1
0
0
no
null
null
no dnr
3
14
36.296875
32
30
35
166
1.899902
23
9
118
7.109375
null
null
null
null
null
<2 mo. follow-up
1.908447
6,442
92.34198
1
male
0
5
64
Lung Cancer
Cancer
2
6
under $11k
0
3,485
2,561.5019
2,554.85938
11
white
23.398438
24
0.469971
0.153992
1
1
0
metastatic
0.6
0.4
dnr after sadm
1
97
8
72
20
35.39844
316
3
0.299988
1.099854
132
7.439453
null
null
null
2
null
adl>=4 (>=5 if sur)
1.839
6,443
39.31
0
male
0
41
1,533
Coma
Coma
0
14
null
26
70,883
50,410.5
48,830.5625
36.25
white
29
33
0.674927
0.61792
1
0
0
no
0.95
0.95
no dnr
41
144
15.898438
59
10
34.59375
130
3.599609
0.5
0.699951
136
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
6,444
68.73596
1
male
0
17
1,007
Coma
Coma
1
8
$11-$25k
0
21,383
15,185.8672
14,120.0938
17
white
16
22
0.778931
0.736938
3
0
0
no
0.85
0.8
no dnr
17
130
11.298828
70
10
38
316.625
null
null
1.099854
136
7.449219
null
null
null
null
0
null
0
6,445
51.099
1
male
1
3
3
Coma
Coma
0
null
null
100
11,302
9,611.4922
8,662.21875
40
white
85.09375
78
0
0
3
0
0
no
0
0
dnr after sadm
1
0
15
0
0
40.29688
58
3.799805
0.899902
0.699951
128
7.259766
null
null
null
null
null
<2 mo. follow-up
1.398682
6,446
62.12198
1
male
0
6
170
Cirrhosis
COPD/CHF/Cirrhosis
2
12
under $11k
0
5,372
3,855.9375
3,694.85938
7
white
19.199219
22
0.790894
0.66394
1
0
0
no
0.8
0.6
no dnr
6
121
5.299805
98
24
36.79688
null
2.5
3.399902
0.699951
136
null
null
null
null
0
1
no(M2 and SIP pres)
1
6,447
76.10394
1
male
0
5
207
CHF
COPD/CHF/Cirrhosis
3
5
under $11k
0
3,831
2,746.9727
2,869.4082
11
black
15.099609
35
0.879883
0.799927
1
0
0
no
0.8
0.7
no dnr
5
73
5.699219
111
22
36.5
null
4.699219
1.399902
1.899902
141
null
null
null
null
3
1
no(M2 and SIP pres)
1
6,448
76.48199
1
female
0
3
1,424
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
1,485
1,123.4209
1,075.7793
5
white
15.298828
23
0.876953
0.794922
1
1
0
no
0.8
0.6
dnr before sadm
-1
102
6.299805
83
24
36.19531
null
3.599609
1.699951
1.099854
139
null
null
null
null
null
null
no(M2 and SIP pres)
2.650879
6,449
81.18298
0
male
0
5
1,529
CHF
COPD/CHF/Cirrhosis
3
12
under $11k
0
3,143
2,237.2871
2,108.10938
14
black
19.898438
34
0.809937
0.691895
1
1
0
no
null
null
no dnr
5
104
5.899414
65
28
36.19531
271.375
3.199707
0.699951
1.5
140
7.399414
null
null
null
null
null
no(M2 and SIP pres)
2.865723
6,450
83.17596
1
male
0
10
614
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
7,450
5,479.3633
5,147.17969
6
black
23.296875
23
0.747925
0.602905
1
0
0
no
0.8
0.8
no dnr
10
96
4.699219
73
24
35
395.1875
3.099609
1.399902
1.599854
134
7.40918
null
null
null
4
0
SIP>=30
0
6,451
72.28699
1
male
0
16
156
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
0
58,761
43,151.4375
41,316.7812
24.333328
white
22
26
0.681885
0.587891
27
0
0
yes
null
null
dnr after sadm
1
129
10
60
28
36.19531
178.96875
2.5
1.699951
1
137
7.379883
null
null
null
null
0
no(M2 and SIP pres)
0
6,452
68.01099
0
male
0
45
1,524
ARF/MOSF w/Sepsis
ARF/MOSF
2
5
under $11k
0
98,491
64,779.0312
65,012.875
49.25
black
27.796875
49
0.733887
0.651978
1
1
0
no
0.04
0.000064
no dnr
45
59
11.599609
107
12
36.59375
126.82812
1.199951
1.5
1.399902
147
7.319336
null
null
null
null
0
adl>=4 (>=5 if sur)
0
6,453
65.07599
1
male
0
11
1,416
CHF
COPD/CHF/Cirrhosis
6
16
$11-$25k
0
9,630
7,190.9336
7,212.20703
15.5
white
18.097656
29
0.849976
0.753906
1
0
0
yes
0.65
0.5
no dnr
11
103
11.099609
80
24
35.79688
314.25
3.799805
2.699707
1.399902
144
7.459961
null
null
null
3
4
SIP>=30
4
6,454
72.04895
0
male
0
4
1,523
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
5,151
4,191.4531
3,940.95898
18
white
15.298828
20
0.887939
0.812988
1
0
0
no
0.98
0.85
no dnr
4
143
11
64
16
36.19531
220
4
1.399902
1.299805
137
7.619141
null
null
null
0
null
no(M2 and SIP pres)
0.4948
6,455
40.63498
0
male
0
15
1,522
Cirrhosis
COPD/CHF/Cirrhosis
3
13
under $11k
0
15,813
10,832.8281
11,519.7656
7.666664
white
26.898438
40
0.794922
0.669922
1
0
0
no
0.4
0.25
no dnr
15
102
4
130
24
38.39844
null
2.099609
8.898438
0.599976
133
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
6,456
51.57599
1
male
1
62
62
Cirrhosis
COPD/CHF/Cirrhosis
2
10
under $11k
0
109,958
84,129.75
93,412.125
10
white
29.699219
45
0.668945
0.495972
1
0
0
no
0.75
0.5
dnr after sadm
48
82
14.199219
118
22
36.79688
233.3125
2.399902
5.799805
1
126
7.479492
null
null
null
0
null
null
0.4948
6,457
78.21198
1
male
1
5
5
Coma
Coma
1
16
$11-$25k
100
7,074
5,531.0703
5,385.05859
30
white
24.199219
39
0.096985
0.057999
1
0
0
no
0.05
0.000125
dnr after sadm
1
63
9.298828
138
40
39.59375
187.5
2.799805
0.699951
1
137
7.469727
null
null
null
null
3
<2 mo. follow-up
3
6,458
50.90198
1
female
0
20
438
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
under $11k
0
35,852
26,896.2969
25,710.4688
19
white
36.195313
54
0.569946
0.458984
7
1
0
no
0.9
0.9
no dnr
20
62
12.298828
131
28
36
131.09375
2.5
0.599976
5.399414
135
7.369141
null
null
null
1
null
SIP>=30
1.1669
6,459
37.86398
1
female
1
13
13
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
30,459
24,991.5
23,153.4219
30
black
37.898438
45
0.294983
0.184998
1
0
0
metastatic
0.75
0.5
no dnr
13
108
1.199951
146
56
36.19531
143.3125
2.699707
0.5
0.799927
137
7.459961
null
null
null
0
1
<2 mo. follow-up
1
6,460
65.97095
0
female
0
13
1,519
CHF
COPD/CHF/Cirrhosis
5
8
under $11k
0
23,557
19,011.375
17,530.1875
32
white
30.398438
53
0.701904
0.53894
1
1
0
no
0.9
0.85
no dnr
13
67
21.898438
78
32
38.19531
118.35938
3.099609
0.399963
4.899414
144
7.299805
null
null
null
0
0
no(M2 and SIP pres)
0
6,461
44.33899
0
male
0
7
1,518
Cirrhosis
COPD/CHF/Cirrhosis
3
8
under $11k
0
6,231
4,453.2852
4,653.69922
12
white
23.199219
22
0.826904
0.717896
1
0
0
no
1
0.95
no dnr
7
86
null
122
20
36.5
null
2.899902
3.699707
0.699951
136
null
null
null
null
0
0
no(M2 and SIP pres)
0
6,462
59.69299
1
male
1
13
13
MOSF w/Malig
ARF/MOSF
1
12
under $11k
9
null
null
null
44.5
white
31.796875
51
0.471985
0.352966
1
0
0
yes
1
0.5
null
null
57
23.796875
114
30
35.39844
278.3125
2.899902
2.5
1.899902
135
7.519531
null
null
null
0
6
<2 mo. follow-up
6
6,463
65.75995
1
male
0
15
180
COPD
COPD/CHF/Cirrhosis
1
null
null
0
15,250
11,646.2812
10,494.0781
14.333328
white
22.699219
36
0.830933
0.723999
1
0
0
no
0.1
0.001
dnr after sadm
1
114
19.296875
129
34
35.79688
173.6875
4.399414
0.199982
1.399902
142
7.259766
null
null
null
null
null
null
3.591797
6,464
52.44397
1
male
0
7
16
Cirrhosis
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
7,134
5,004.3164
5,486.02734
7.5
white
22.898438
40
0.78894
0.661987
1
0
0
no
0.75
0.5
no dnr
7
79
5
122
20
38.09375
null
1.799805
2.799805
0.799927
129
null
null
null
null
4
3
<2 mo. follow-up
3
6,465
52.82098
0
female
0
46
1,516
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
9
69,674
51,659.4688
47,992.6875
24.75
white
26.097656
34
0.719971
0.633911
28
0
0
no
0.8
0.8
no dnr
46
113
14.599609
131
32
38.69531
162.84375
2.5
0.399963
1.299805
134
7.40918
null
null
null
3
2
SIP>=30
2
6,466
64.08197
1
female
0
14
714
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
8,881
6,775.668
6,241.25781
9
white
21
22
0.852905
0.758911
1
0
0
no
0.5
0.4
no dnr
14
60
8.699219
77
20
35.79688
null
2.899902
1.899902
1.399902
138
null
null
null
null
0
1
null
1
6,467
32.28497
1
male
0
8
70
Cirrhosis
COPD/CHF/Cirrhosis
4
16
$25-$50k
0
43,378
33,269.3438
33,651
9
asian
23.699219
14
0.820923
0.708984
25
0
0
no
0.6
0.6
no dnr
8
101
6.799805
65
20
35.79688
566.625
3
1.699951
0.5
128
7.529297
null
null
null
1
6
adl>=4 (>=5 if sur)
6
6,468
35.96698
0
female
0
10
1,511
ARF/MOSF w/Sepsis
ARF/MOSF
2
11
under $11k
0
14,767
11,501.6328
11,195.8828
14.5
white
28.097656
51
0.842896
0.78894
1
1
0
no
1
1
no dnr
10
137
24.898438
108
20
36.69531
342.8125
2.399902
0.399963
5.299805
130
7.459961
null
null
null
7
7
SIP>=30
7
6,469
46.61499
1
female
1
41
41
Cirrhosis
COPD/CHF/Cirrhosis
1
4
under $11k
0
146,540
null
null
57
white
45.09375
74
0.220978
0.071991
6
0
0
no
1
1
dnr after sadm
25
152
14.099609
120
26
33.89844
186
1.699951
2.799805
0.399963
119
7.299805
null
null
null
0
0
<2 mo. follow-up
0
6,470
72.40796
1
female
0
8
84
Cirrhosis
COPD/CHF/Cirrhosis
5
12
$11-$25k
0
10,279
8,144.3477
8,931.39844
19
white
21.597656
32
0.678955
0.508911
1
1
0
no
0.5
0.5
no dnr
8
108
13.398438
80
23
36.29688
560
2.899902
4.899414
1.699951
138
7.40918
null
null
null
2
7
no(M2 and SIP pres)
7
6,471
70.67999
1
male
0
37
1,126
Coma
Coma
2
13
$11-$25k
0
72,793
52,152.0938
53,475.5938
28
white
27.199219
48
0.387939
0.313965
8
0
0
yes
0.8
0.8
no dnr
37
128
7.299805
130
34
39.19531
118.75
2.5
1.599854
0.899902
138
7.5
null
null
null
null
0
no(M2 and SIP pres)
0
6,472
64.45996
1
female
0
3
1,266
COPD
COPD/CHF/Cirrhosis
2
17
$11-$25k
0
2,464
1,709.9492
1,703.03906
8
white
22.296875
26
0.841919
0.740967
1
0
0
no
null
null
no dnr
3
91
12.5
106
22
36.89844
219.03125
null
0.399963
0.699951
130
7.439453
null
null
null
null
null
no(M2 and SIP pres)
2.79834
6,473
62.45297
1
male
0
4
1,458
COPD
COPD/CHF/Cirrhosis
2
11
under $11k
0
3,041
2,167.2227
1,959.43945
8
black
16.597656
19
0.903931
0.837891
1
0
0
no
0.99
0.9
no dnr
4
106
6.699219
126
24
36.39844
261.875
3.899902
0.5
1.099854
139
7.449219
null
null
null
1
0
no(M2 and SIP pres)
0
6,474
71.62799
0
female
0
24
1,508
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
null
0
36,492
27,719.8906
27,041.7344
24.666656
white
27.699219
40
0.700928
0.611938
2
0
0
no
0.7
0.7
no dnr
24
66
8.099609
0
28
36.79688
272
3
0.699951
1.199951
130
7.389648
null
null
null
null
0
no(M2 and SIP pres)
0
6,475
83.81396
0
female
0
15
1,507
MOSF w/Malig
ARF/MOSF
1
null
null
0
29,975
23,039.9531
22,771.2969
27
white
23.398438
25
0.60498
0.497986
10
0
0
yes
0.6
0.55
no dnr
15
111
5.5
109
28
36.5
206.09375
2.599609
0.799927
1.399902
137
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
6,476
66.15198
1
male
1
3
3
MOSF w/Malig
ARF/MOSF
1
16
$11-$25k
100
8,957
6,620.2188
6,407.22656
49
black
79.1875
77
0
0
1
0
0
metastatic
0.1
0.001
dnr after sadm
3
9
3.5
0
32
35
55
2.899902
0.799927
1.5
145
7.229492
null
null
null
null
null
<2 mo. follow-up
2.394531
6,477
61.87299
1
male
0
12
167
Lung Cancer
Cancer
2
15
$11-$25k
0
20,528
16,074.0312
14,894.8984
35
white
26.699219
55
0.47998
0.161987
1
0
0
metastatic
0.4
0.4
no dnr
12
128
12.5
212
10
37
170
3.399902
0.699951
1.5
135
7.529297
null
null
null
0
0
no(M2 and SIP pres)
0
6,478
55.42499
0
female
0
8
1,503
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
0
19,233
15,846.8672
14,417.9297
23.5
white
32.695313
45
0.677979
0.582886
2
0
0
no
1
1
no dnr
8
125
27.796875
109
28
35.69531
464
2.5
7.899414
1.599854
133
7.419922
null
null
null
null
0
no(M2 and SIP pres)
0
6,479
78.88599
1
female
0
44
70
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
55
47,430
36,199.0625
38,698.2188
25.5
white
25
37
0.512939
0.395996
1
1
0
no
0.6
0.25
dnr after sadm
6
115
13.199219
153
24
38.29688
192.5
3.099609
1.899902
1.299805
132
7.5
null
null
null
null
null
null
3.461426
6,480
57.27597
0
male
0
8
1,499
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
14,786
11,121.4375
10,476.2188
22.5
white
35
26
0.68689
0.518921
1
0
0
no
1
0.9
no dnr
8
110
17.097656
130
32
36.79688
130
3
0.299988
0.599976
146
7.349609
null
null
null
1
0
adl>=4 (>=5 if sur)
0
6,481
50.37598
1
male
0
7
151
Colon Cancer
Cancer
1
12
null
0
5,884
4,288.4805
4,323.1875
16.5
white
18.199219
11
0.827881
0.625977
1
0
0
metastatic
0.9
0.6
no dnr
7
76
7.599609
63
24
36.89844
null
3.199707
0.399963
0.799927
143
null
null
null
null
0
0
SIP>=30
0
6,482
62.41998
1
male
0
4
1,088
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
3,349
2,351.6484
2,472.63867
18
black
21.699219
36
0.851929
0.755981
1
0
0
no
null
null
no dnr
4
104
10.398438
98
24
36.29688
328.5625
4.099609
0.299988
2.699707
130
7.359375
null
null
null
null
null
no(M2 and SIP pres)
2.302734
6,483
35.13797
0
female
0
15
1,498
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
$11-$25k
9
38,924
27,626.375
26,279.7812
36.333313
white
27.398438
33
0.793945
0.725952
7
0
0
no
1
1
no dnr
15
67
17.597656
118
24
38.09375
112.71875
2
1.799805
0.799927
137
7.549805
null
null
null
null
1
SIP>=30
1
6,484
64.08496
1
female
0
12
92
Lung Cancer
Cancer
2
11
under $11k
0
9,142
6,777.0859
7,578.22656
11
black
23.398438
14
0.56189
0.23999
1
0
0
metastatic
null
null
dnr after sadm
7
116
5.899414
126
20
37
428.5625
3.199707
0.399963
0.599976
140
7.459961
null
null
null
7
7
null
7
6,485
60.44397
1
male
0
29
360
Colon Cancer
Cancer
2
14
$25-$50k
0
24,969
18,502.9844
16,947.375
16.5
white
7.199219
19
0.916992
0.806885
1
1
0
metastatic
1
0.8
no dnr
29
144
10.398438
78
20
37.59375
null
4.099609
0.299988
1.199951
134
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
6,486
35.07498
0
female
0
29
1,495
ARF/MOSF w/Sepsis
ARF/MOSF
2
13
$25-$50k
0
72,746
59,193.9375
55,147.25
26.25
white
37.796875
73
0.625977
0.522949
7
0
0
no
0.04
0.000064
no dnr
29
151
31.296875
133
41
34.29688
403.3125
2.699707
1.699951
5.799805
133
7.489258
null
null
null
null
5
SIP>=30
5
6,487
59.21997
1
female
1
41
41
ARF/MOSF w/Sepsis
ARF/MOSF
4
15
under $11k
0
130,534
99,470.6875
103,715.062
59.5
white
39.195313
40
0.518921
0.402954
1
0
0
no
0.3
0.15
dnr after sadm
13
118
7
61
28
36.79688
62
4
4.099609
0.699951
121
7.489258
null
null
null
null
1
<2 mo. follow-up
1
6,488
65.63196
0
female
0
17
1,494
CHF
COPD/CHF/Cirrhosis
3
9
under $11k
0
13,453
9,745.1641
9,382.19531
10.666664
black
19.296875
26
0.833984
0.727905
1
0
0
yes
0.5
0.25
no dnr
17
119
8.898438
81
28
36.39844
458.75
4.399414
1.399902
1.799805
130
7.449219
null
null
null
1
0
no(M2 and SIP pres)
0
6,489
86.93195
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
27,213
20,818.8125
20,138.3281
57
white
39.5
67
0.254944
0.149994
4
0
0
no
0.2
0.05
no dnr
7
45
22.097656
120
36
38.69531
94.4375
1.799805
0.899902
1.199951
143
7.449219
null
null
null
null
0
<2 mo. follow-up
0
6,490
67.07697
0
female
0
35
1,493
COPD
COPD/CHF/Cirrhosis
3
13
under $11k
0
41,387
31,464.9062
31,805.4844
20.25
white
23.796875
48
0.762939
0.622925
1
0
0
yes
0.9
0.8
no dnr
35
101
23.796875
120
28
35.39844
195.21875
4.399414
0.399963
0.799927
132
7.25
null
null
null
1
null
no(M2 and SIP pres)
1.1669
6,491
26.05299
0
male
0
22
1,492
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
0
47,825
37,815.5625
35,137.5
27.333328
white
33.09375
56
0.777954
0.706909
4
0
0
no
0.8
0.75
no dnr
22
102
13.699219
124
44
36.69531
122.5
2.099609
1.699951
1.399902
132
7.349609
null
null
null
null
0
no(M2 and SIP pres)
0
6,492
21.30899
1
female
0
11
219
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
34,141
22,367.0156
22,913.625
25
white
26.597656
28
0.878906
0.835938
3
0
0
no
null
null
no dnr
11
133
27.597656
52
10
39.59375
120
null
null
0.799927
144
7.479492
null
null
null
null
0
no(M2 and SIP pres)
0
6,493
57.284
1
female
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
null
9
80,523
53,196.0625
55,146.7188
62.666657
white
33.898438
49
0.625
0.520996
1
1
0
no
0.1
0.001
dnr after sadm
15
51
20
108
10
35.5
172
1.199951
0.699951
0.399963
137
7.509766
null
null
null
null
5
<2 mo. follow-up
5
6,494
42.478
1
male
1
5
5
Cirrhosis
COPD/CHF/Cirrhosis
4
9
$25-$50k
9
16,578
11,960.375
12,885.6562
61
white
46.195313
80
0.265991
0.098999
1
0
0
no
0.5
0.2
dnr after sadm
5
120
14.699219
124
42
39.79688
156
2.599609
36.898438
2.5
134
7.459961
null
null
null
null
4
<2 mo. follow-up
4
6,495
51.59198
0
female
0
26
1,487
Cirrhosis
COPD/CHF/Cirrhosis
2
14
under $11k
0
10,544
17,940.6875
18,192.1094
11
white
29.699219
60
0.631958
0.449951
3
0
0
no
0.8
0.7
no dnr
26
57
26.296875
76
20
36.5
null
2.399902
17.296875
1.399902
131
null
null
null
null
1
0
no(M2 and SIP pres)
0
6,496
61.78
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
$25-$50k
9
23,740
17,844.5625
18,447.1875
27.5
white
29
30
0.477966
0.359985
10
0
0
metastatic
0.6
0.3
dnr after sadm
11
62
4.099609
55
25
35.19531
752.375
2.399902
0.299988
0.199982
136
7.5
null
null
null
null
1
<2 mo. follow-up
1
6,497
51.67398
1
male
0
3
67
Lung Cancer
Cancer
1
12
null
0
2,580
1,669.4326
1,851.98926
16
white
18.699219
9
0.704956
0.420959
1
0
0
metastatic
null
null
no dnr
3
92
10.798828
90
20
36.19531
null
3.299805
0.599976
1.099854
136
null
null
null
null
null
null
adl>=4 (>=5 if sur)
2.645508
6,498
71.54596
1
female
1
10
10
MOSF w/Malig
ARF/MOSF
2
12
$11-$25k
0
24,382
17,394.1875
18,254.0781
19
white
29.5
56
0.366943
0.25
12
0
0
metastatic
0.5
0.25
dnr after sadm
5
74
11.599609
104
32
36.5
180
2.299805
1
2.5
133
7.429688
null
null
null
null
null
<2 mo. follow-up
4.077148
6,499
44.56097
1
male
0
4
352
CHF
COPD/CHF/Cirrhosis
2
11
$11-$25k
0
3,092
2,274.1348
2,196.31836
16
white
23.796875
21
0.878906
0.79895
1
0
0
no
null
null
no dnr
4
78
11.798828
77
24
35.09375
314.25
3.399902
1.399902
0.799927
129
7.509766
null
null
null
0
null
no(M2 and SIP pres)
0.4948
6,500
83.02295
1
female
0
5
214
COPD
COPD/CHF/Cirrhosis
3
10
null
0
4,563
3,114.4473
2,850.36914
24
black
19
41
0.777954
0.645996
1
1
0
no
0.9
0.6
no dnr
5
95
10
100
28
36.09375
233.3125
null
0.399963
1.099854
136
7.359375
null
null
null
5
4
SIP>=30
4