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
801
50.44998
1
female
1
6
6
Coma
Coma
2
null
null
55
28,491
null
null
24
white
26.199219
50
0.520996
0.450989
1
1
0
no
0.05
0.000125
dnr after sadm
3
63
28
160
30
40.89844
336.625
null
0.899902
0.799927
140
7.489258
null
null
null
null
null
<2 mo. follow-up
2.632813
802
72
1
female
0
13
612
CHF
COPD/CHF/Cirrhosis
1
12
under $11k
0
40,390
21,526
null
12.5
black
15.5
15
0.885986
0.809937
1
0
0
no
0.75
0.7
no dnr
13
83
8.898438
100
24
37
404.75
null
0.599976
0.899902
138
7.459961
null
null
null
null
null
null
2.584961
803
65.92999
0
female
0
16
1,336
CHF
COPD/CHF/Cirrhosis
4
12
null
0
60,355
30,505.6719
null
12.333328
white
21
29
0.809937
0.692993
1
1
0
yes
0.99
0.98
no dnr
16
63
7.099609
50
20
36.5
null
null
null
2.099609
140
null
null
null
null
2
null
null
1.839
804
69.77997
0
male
0
21
1,333
CHF
COPD/CHF/Cirrhosis
1
16
$25-$50k
0
117,036
59,274
null
22
white
22
27
0.822998
0.711914
1
0
0
no
null
null
no dnr
21
57
8.699219
50
24
37
486.625
3.199707
null
1.299805
133
7.489258
null
null
null
null
null
no(M2 and SIP pres)
2.812988
805
59.211
1
female
1
4
4
Lung Cancer
Cancer
3
14
>$50k
41
8,126
3,478.2188
null
20
white
18.898438
21
0.504883
0.18399
1
0
0
metastatic
0.01
0.000001
dnr after sadm
1
60
1.299805
90
20
37.19531
null
null
null
1.199951
127
null
null
null
null
null
6
<2 mo. follow-up
6
806
32.27698
1
female
1
8
8
MOSF w/Malig
ARF/MOSF
2
16
>$50k
0
175,267
79,371.5625
null
23.5
white
29.398438
35
0.517944
0.401978
19
0
0
yes
0.2
0.1
dnr after sadm
5
117
11.5
120
40
36
171.40625
2.399902
1.5
1.199951
134
7.419922
null
null
null
null
null
<2 mo. follow-up
2.416504
807
47.63898
1
female
0
9
723
Lung Cancer
Cancer
1
13
under $11k
0
13,877
7,902.1992
null
8
white
14.699219
16
0.785889
0.549927
1
0
0
metastatic
0.9
0.5
no dnr
9
77
1.199951
80
20
36.59375
null
null
null
0.799927
136
null
null
null
null
0
null
null
0.4948
808
74.26398
1
male
0
10
41
CHF
COPD/CHF/Cirrhosis
3
14
>$50k
0
35,636
17,422.5
null
18
white
31.5
37
0.628906
0.445984
1
0
0
no
null
null
no dnr
10
40
6.799805
65
20
36.44531
null
null
null
1.5
131
null
null
null
null
1
0
<2 mo. follow-up
0
809
71.29895
1
male
1
6
6
Coma
Coma
0
14
null
94
37,330
22,028.1719
null
29
white
21
23
0.257996
0.190979
1
0
0
no
0.1
0.001
dnr after sadm
3
62
21.699219
115
10
38.89844
317.125
null
0.5
1.099854
132
7.509766
null
null
null
null
null
<2 mo. follow-up
2.59082
810
78.05096
0
male
0
26
1,328
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
26
167,412
81,337.0625
null
28
white
29.5
44
0.347961
0.230988
10
0
0
yes
null
null
no dnr
26
52
8.398438
110
10
38.5
98.75
null
null
1.399902
141
7.529297
null
null
null
null
0
no(M2 and SIP pres)
0
811
82.88599
0
male
0
3
1,326
CHF
COPD/CHF/Cirrhosis
3
14
$11-$25k
0
8,568
4,712.4023
null
8
white
15.5
17
0.822998
0.711914
1
0
0
yes
0.65
0.5
no dnr
3
85
10.099609
65
16
36.5
null
null
null
1.099854
139
null
null
null
null
0
null
no(M2 and SIP pres)
0.4948
812
55.37
0
male
0
7
1,326
CHF
COPD/CHF/Cirrhosis
2
16
$25-$50k
0
30,070
16,821.3906
null
13.5
white
22
31
0.86792
0.780884
1
0
0
no
null
null
no dnr
7
80
6.799805
100
28
35.69531
null
4
4.099609
1.299805
132
null
null
null
null
1
4
no(M2 and SIP pres)
4
813
63.53198
0
male
0
19
1,323
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
188,077
97,198.875
null
16
other
20.796875
34
0.719971
0.633911
20
1
0
no
null
null
no dnr
19
138
6.799805
100
28
36.39844
254.28125
null
null
0.599976
136
7.489258
null
null
null
null
null
null
2.53125
814
72.32599
1
male
0
8
71
Cirrhosis
COPD/CHF/Cirrhosis
3
19
$25-$50k
9
21,341
13,080.7344
null
7
white
22.699219
43
0.61792
0.431946
1
1
0
no
0.9
0.9
no dnr
8
71
4.599609
86
16
36.39844
423.75
3.299805
4
2.099609
133
7.489258
null
null
null
null
null
adl>=4 (>=5 if sur)
3.848633
815
50.64499
1
male
0
4
8
Cirrhosis
COPD/CHF/Cirrhosis
1
14
$11-$25k
0
27,047
14,579.1094
null
10
white
19.597656
15
0.803955
0.68396
7
0
0
no
0.5
0.25
no dnr
4
77
10.898438
72
22
36.19531
null
null
null
1.299805
130
null
null
null
null
1
null
<2 mo. follow-up
1.1669
816
44.37
1
female
1
8
8
Cirrhosis
COPD/CHF/Cirrhosis
3
11
$11-$25k
55
88,231
43,843.0312
null
35
white
39.695313
69
0.202972
0.061996
1
0
0
no
null
null
dnr after sadm
8
102
38
70
32
36.39844
243
2.899902
42
6.799805
147
7.229492
null
null
null
null
1
<2 mo. follow-up
1
817
52.75598
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
100
25,511
14,848.5469
null
25
white
48.898438
73
0.004999
0.001
1
1
0
no
0.1
0.001
no dnr
3
38
15.398438
0
0
38.19531
186
null
null
0.799927
156
7.069336
null
null
null
null
null
<2 mo. follow-up
3.945313
818
63.27197
1
male
0
8
60
Lung Cancer
Cancer
1
null
under $11k
0
11,532
6,581.8242
null
7.5
white
17.597656
15
0.699951
0.412964
1
0
0
metastatic
0.8
0.512
dnr after sadm
4
101
8.199219
78
20
36
null
null
null
0.899902
131
null
null
null
null
1
5
null
5
819
68.20294
1
female
0
44
267
Colon Cancer
Cancer
2
14
under $11k
0
133,944
62,226.3438
null
22
white
21
21
0.747925
0.487
1
1
0
metastatic
0.95
0.8
no dnr
44
113
15.599609
108
28
37.19531
null
null
1.299805
0.799927
137
null
null
null
null
0
0
no(M2 and SIP pres)
0
820
72.12598
0
male
0
8
1,318
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
41
127,395
null
null
25
white
25.796875
45
0.520996
0.404968
7
0
0
no
null
null
no dnr
8
113
13.298828
140
37
38
181.625
null
null
1
147
7.479492
null
null
null
null
null
null
4.060547
821
71.11298
1
female
1
4
4
Lung Cancer
Cancer
2
11
under $11k
41
9,606
4,738.4609
null
15
black
43.796875
65
0.003
0
1
1
0
metastatic
0.25
0.15
dnr after sadm
2
33
21.097656
124
32
36.79688
403.3125
null
null
2.099609
144
7.429688
null
null
null
null
null
<2 mo. follow-up
3.733887
822
63.836
0
female
0
9
1,315
CHF
COPD/CHF/Cirrhosis
3
12
>$50k
0
31,055
15,986.5625
null
15.5
white
22.796875
24
0.833984
0.728882
1
0
0
no
0.8
0.65
no dnr
9
70
14.798828
60
20
35.69531
186.65625
null
null
1.399902
136
7.299805
null
null
null
1
null
no(M2 and SIP pres)
1.1669
823
52.38599
0
male
0
12
1,315
MOSF w/Malig
ARF/MOSF
1
14
null
0
140,565
64,369.125
null
26.5
white
36.296875
42
0.283997
0.174988
15
0
0
yes
null
null
no dnr
12
65
1
100
26
39.19531
122.4375
null
3.699707
0.799927
133
7.5
null
null
null
null
null
no(M2 and SIP pres)
2.367676
824
86.04199
1
male
1
21
21
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
37
205,980
99,348.6875
null
36
white
26.796875
50
0.432983
0.312988
5
0
0
no
null
null
dnr after sadm
12
115
0.599976
110
12
36.89844
231.40625
null
null
1.199951
144
7.5
null
null
null
null
0
<2 mo. follow-up
0
825
80.646
1
female
0
16
262
CHF
COPD/CHF/Cirrhosis
2
13
under $11k
0
34,235
21,265.7344
null
15
white
16.398438
22
0.85498
0.760986
1
1
0
no
null
null
no dnr
16
80
7.5
60
22
36.39844
328.5625
null
null
1.299805
142
7.489258
null
null
null
null
null
no(M2 and SIP pres)
3.243652
826
70.034
1
male
0
3
208
CHF
COPD/CHF/Cirrhosis
2
16
null
0
6,528
4,963.5117
null
8
white
21.296875
39
0.830933
0.724976
1
1
0
no
null
null
no dnr
3
65
8.898438
85
18
35.89844
null
null
null
2.599609
136
null
null
null
null
2
null
no(M2 and SIP pres)
1.839
827
65.99896
0
female
0
27
1,306
Cirrhosis
COPD/CHF/Cirrhosis
2
11
null
0
53,190
27,477.9375
null
14
white
18.796875
28
0.775879
0.641968
1
0
0
no
0.5
0.1
no dnr
27
75
6.899414
96
24
38.19531
null
2.299805
2.699707
0.699951
131
null
null
null
null
5
5
SIP>=30
5
828
70.59296
1
male
0
6
135
Lung Cancer
Cancer
2
12
null
0
17,079
11,626.0938
null
8
asian
34.296875
45
0.22699
0.024998
1
0
0
metastatic
0.8
0.6
no dnr
6
78
0.5
100
16
36.79688
null
2.5
5.199219
0.699951
132
null
null
null
null
null
4
no(M2 and SIP pres)
4
829
49.99597
1
female
1
87
87
Coma
Coma
0
14
under $11k
44
712,554
null
null
36
white
38.296875
60
0.125
0.078995
21
0
0
no
null
null
dnr after sadm
86
48
17.296875
140
44
39.79688
220
null
4.5
1.399902
151
7.429688
null
null
null
null
6
adl>=4 (>=5 if sur)
6
830
62.89899
0
female
0
6
1,305
CHF
COPD/CHF/Cirrhosis
2
16
$11-$25k
0
12,826
8,660.6875
null
12
black
19.699219
26
0.870972
0.785889
1
1
0
no
null
null
no dnr
6
75
5.699219
90
20
37
304.75
null
null
1.199951
126
7.439453
null
null
null
null
null
no(M2 and SIP pres)
2.188477
831
55.87698
1
female
0
14
66
COPD
COPD/CHF/Cirrhosis
5
null
null
26
55,987
93.8955
null
15.666664
white
19.898438
31
0.822998
0.712891
1
1
0
yes
null
null
dnr after sadm
2
63
11.798828
95
10
37.69531
187.5
3.699707
0.5
2
137
7.299805
null
null
null
null
null
null
3.985352
832
42.237
1
female
0
9
14
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$25-$50k
0
41,885
22,365.5781
null
16
white
26.796875
29
0.805908
0.740967
6
0
0
no
0.15
0.05
no dnr
9
100
7.299805
82
24
35.19531
136.71875
null
5.199219
1.199951
137
7.439453
null
null
null
0
null
<2 mo. follow-up
0.4948
833
49.60999
0
female
0
4
1,084
Cirrhosis
COPD/CHF/Cirrhosis
1
14
>$50k
0
5,215
3,137.3457
3,357.18945
8
white
15.199219
34
0.889893
0.815918
1
0
0
no
0.9
0.74
no dnr
4
71
4.899414
64
22
36.39844
null
2.299805
1.5
1.099854
139
null
104
19
360
1
1
no(M2 and SIP pres)
1
834
78.43695
1
female
0
14
86
COPD
COPD/CHF/Cirrhosis
3
12
null
9
34,499
18,041.7344
13,913.4531
14.333328
white
23.898438
27
0.695923
0.531982
1
0
0
no
0.4
0.2
dnr after sadm
2
63
14.798828
72
24
37.59375
157.125
3
0.399963
1.799805
140
7.339844
74
35
2,600
null
3
adl>=4 (>=5 if sur)
3
835
55.98599
1
male
1
27
27
CHF
COPD/CHF/Cirrhosis
3
18
>$50k
0
90,756
45,550.0625
57,981.3125
21.25
white
22.296875
25
0.862915
0.772949
1
0
0
no
0.8
0.7
no dnr
27
80
8.5
74
20
35.59375
409.5
3.599609
1.699951
1.599854
128
7.5
141
31
1,875
0
0
<2 mo. follow-up
0
836
74.46698
1
female
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$11-$25k
41
161,673
46,653.2188
57,038
37.666657
white
22
22
0.514893
0.397949
10
0
0
yes
0.75
0.75
dnr after sadm
15
118
9.599609
110
24
39.19531
280.9375
3.299805
0.299988
0.599976
130
7.549805
116
3
3,690
null
0
<2 mo. follow-up
0
837
44.90097
1
female
1
25
25
MOSF w/Malig
ARF/MOSF
4
14
>$50k
0
307,552
119,536.188
134,474.75
36.25
other
33.5
65
0.287964
0.177979
18
1
0
metastatic
0.75
0.5
dnr after sadm
23
62
16.898438
95
26
36.29688
125
3.399902
2.5
2.899902
144
7.479492
433
40
1,240
null
0
<2 mo. follow-up
0
838
44.383
1
male
0
29
109
ARF/MOSF w/Sepsis
ARF/MOSF
2
20
>$50k
0
246,214
61,128.875
66,810.9375
30.5
white
21.296875
33
0.848999
0.797974
20
1
0
no
0.2
0.1
no dnr
29
65
7.099609
80
26
36.5
300
null
0.799927
2.699707
145
7.489258
139
29
5,040
null
null
null
2.456055
839
26.51299
0
female
0
13
1,079
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
under $11k
26
87,124
28,491.8594
88,260.25
29.5
hispanic
34.695313
47
0.643921
0.542969
6
0
0
no
null
null
no dnr
13
113
19
135
44
38.39844
95.375
null
2.5
0.699951
133
7.5
114
7
6,500
null
0
no(M2 and SIP pres)
0
840
70.90796
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
9
390,845
51,077.6875
54,144.125
36.666657
white
37.695313
71
0.29895
0.187988
32
0
0
no
0.01
0.01
dnr after sadm
1
50
26.199219
120
28
38.69531
392.5625
null
5.5
2.199707
133
7.509766
213
65
5,880
null
null
<2 mo. follow-up
3.464356
841
63.64697
1
male
0
23
157
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
null
0
142,625
60,269.375
205,850.25
42.333313
white
16.796875
37
0.861938
0.814941
1
0
0
yes
0.75
0.6
no dnr
23
65
7.099609
55
21
37.69531
237.125
2.199707
2.299805
0.799927
137
7.459961
215
12
5,605
null
6
adl>=4 (>=5 if sur)
6
842
72.54797
1
female
0
5
354
Colon Cancer
Cancer
0
null
null
0
10,862
5,092.5898
7,937.4375
19
asian
15.798828
12
0.819946
0.611938
1
0
0
metastatic
0.5
0.3
no dnr
5
69
5.199219
72
20
36.39844
null
3.299805
0.199982
1.099854
138
null
null
13
2,125
null
null
null
1.832031
843
81.24298
0
male
0
26
1,076
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
null
44
172,335
78,254
88,530.5
35.75
white
31
42
0.377991
0.259949
1
0
0
no
0.3
0.3
no dnr
26
60
14.5
110
12
38.69531
92
2.5
1.399902
1.399902
130
7.5
106
23
5,075
null
2
no(M2 and SIP pres)
2
844
34.59299
1
male
1
13
13
MOSF w/Malig
ARF/MOSF
2
17
under $11k
0
118,073
45,941.9375
119,265.875
38
white
29.199219
33
0.527954
0.412964
2
0
0
metastatic
0.6
0.3
dnr after sadm
7
97
21.5
146
32
39
280.9375
null
null
0.599976
127
7.5
119
6
2,159
null
7
<2 mo. follow-up
7
845
61.39398
1
male
0
11
20
CHF
COPD/CHF/Cirrhosis
3
14
$11-$25k
0
54,893
23,850.4531
28,051.6875
31.5
white
23.5
25
0.832886
0.726929
1
0
0
no
0.8
0.7
no dnr
11
75
9.798828
65
20
36
null
null
1.599854
1.799805
129
null
80
63
2,375
null
2
<2 mo. follow-up
2
846
76.05499
0
male
0
4
1,070
CHF
COPD/CHF/Cirrhosis
5
14
null
0
7,626
4,572.4883
4,176.71875
9
white
20
25
0.784912
0.654907
1
0
1
yes
0.6
0.5
no dnr
4
101
6.799805
114
20
36.79688
null
null
0.599976
1.699951
139
null
161
39
2,390
6
null
no(M2 and SIP pres)
4.527344
847
49.49197
0
female
0
26
1,067
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
>$50k
0
177,889
56,882.1562
159,476.75
30
white
31.5
43
0.689941
0.5979
7
0
0
no
0.85
0.85
no dnr
26
105
13
110
30
39.29688
105
4.5
null
0.599976
147
7.469727
105
25
1,480
null
7
no(M2 and SIP pres)
7
848
78.03699
1
male
0
15
74
CHF
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
35,566
19,382.1406
14,667.875
20.666656
white
24.699219
41
0.689941
0.523926
1
0
0
yes
0.5
0.25
dnr after sadm
1
75
36.09375
70
22
36
414.25
null
null
2.5
135
7.489258
90
71
650
5
null
null
3.854981
849
54.02298
1
female
1
46
46
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
null
89
676,210
179,056.875
200,250.125
40.5
white
36.296875
77
0.084991
0.032997
39
0
0
no
null
null
no dnr
46
55
12.898438
115
46
39.19531
290
3.299805
4.599609
3.799805
143
7.439453
74
95
160
null
0
<2 mo. follow-up
0
850
85.10297
0
female
0
14
1,065
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
9
62,841
21,997.9062
25,121.2969
14.333328
white
29.796875
34
0.495972
0.377991
5
1
0
no
0.9
0.8
dnr before sadm
-4
73
10.099609
105
24
38
83.32812
null
null
1.199951
128
7.469727
353
20
2,978
1
1
no(M2 and SIP pres)
1
851
52.02197
0
male
0
52
1,063
ARF/MOSF w/Sepsis
ARF/MOSF
5
16
$11-$25k
26
593,198
174,370.625
200,240.375
31.75
hispanic
24.898438
42
0.684937
0.591919
33
0
0
no
null
null
no dnr
52
108
3.799805
55
32
38.39844
418.3125
null
3.599609
1.5
145
7.419922
332
81
1,760
null
7
no(M2 and SIP pres)
7
852
86.62799
0
male
0
20
1,061
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
26
96,480
25,141.3281
110,968.812
25.333328
white
25.296875
27
0.501953
0.383972
9
0
0
no
null
null
no dnr
20
98
28.898438
75
36
36.39844
142
null
null
1
150
7.519531
357
16
null
null
0
null
0
853
58.95398
1
female
1
11
11
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
0
298,234
39,437.875
49,378.625
34.5
white
32.398438
56
0.570923
0.459961
71
0
0
no
0.1
0.1
no dnr
11
135
5.599609
95
10
39.09375
170
null
18.898438
1.5
153
7.439453
182
76
1,880
null
null
<2 mo. follow-up
3.206543
854
57.69699
1
male
0
4
320
Lung Cancer
Cancer
1
16
>$50k
0
12,827
5,347.5469
5,639.44922
7
white
16.097656
10
0.741943
0.47699
1
0
0
metastatic
0.8
0.5
no dnr
4
112
11.699219
80
16
37
null
3.299805
0.299988
1
141
null
94
14
6,360
0
null
no(M2 and SIP pres)
0.494751
855
59.44397
1
male
1
18
18
Coma
Coma
1
24
>$50k
0
223,643
93,965.8125
154,506.25
54
white
20.5
33
0.784912
0.743896
1
1
0
no
null
null
dnr after sadm
17
142
19.296875
115
8
38.79688
317.75
null
1.899902
1.099854
144
7.509766
393
33
3,050
null
0
<2 mo. follow-up
0
856
37.74698
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
4
16
$25-$50k
89
577,381
99,014.5
111,047.625
57
white
35.695313
83
0.18399
0.095993
28
0
0
no
0
0
dnr after sadm
13
62
9.199219
145
12
37.89844
280
4.899414
32.695313
2.599609
138
7.489258
129
71
12
null
3
<2 mo. follow-up
3
857
52.99698
1
male
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
100
174,687
14,567.3828
17,020.0156
47
white
43.398438
74
0.011999
0.002
8
0
0
no
0.5
0.5
dnr after sadm
3
42
6.799805
105
29
35.5
307.5
null
6.399414
8
145
7.389648
658
98
0
null
null
<2 mo. follow-up
3.782715
858
76.28497
0
male
0
35
1,060
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
0
141,756
64,223.875
63,816.7188
31
white
34.195313
58
0.459961
0.340942
1
0
0
yes
null
null
no dnr
35
72
6.299805
180
10
36.79688
64
2
null
0.799927
129
7.5
165
26
3,450
null
1
adl>=4 (>=5 if sur)
1
859
57.53
0
female
0
53
1,059
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
$25-$50k
41
261,184
121,786.438
115,827.938
29
white
33.5
58
0.399963
0.280945
1
1
0
yes
0.5
0.7
no dnr
53
58
17.5
130
12
38.5
325.6875
2.599609
0.5
4.099609
125
7.429688
841
66
895
null
7
adl>=4 (>=5 if sur)
7
860
70.20398
1
male
0
4
245
Lung Cancer
Cancer
1
10
$25-$50k
0
10,586
3,956.8867
4,522.85938
13
white
13.798828
10
0.756958
0.500977
1
0
0
metastatic
1
0.5
no dnr
4
123
null
78
18
36.79688
null
null
null
0.899902
137
null
null
5
5,170
0
0
SIP>=30
0
861
66.04498
1
male
0
4
385
Lung Cancer
Cancer
1
13
>$50k
0
11,532
4,416.3945
4,909.53906
13
white
16.398438
12
0.717896
0.439941
1
0
0
metastatic
1
0.5
no dnr
4
79
11.5
80
16
36.79688
null
null
null
1.399902
135
null
null
15
5,250
1
0
no(M2 and SIP pres)
0
862
42.69397
0
male
0
11
1,058
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
76,504
28,285.4219
29,885.0625
37.5
white
28.699219
27
0.792969
0.724976
3
0
0
no
0.95
0.95
no dnr
11
103
2.399902
125
26
39.29688
286.625
2.5
0.5
1
130
7.449219
123
12
2,000
null
null
null
3.315918
863
44.23297
0
male
0
7
1,057
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
0
78,031
17,341.1094
19,316.0156
15
hispanic
25.796875
39
0.80896
0.745972
7
0
0
no
0.95
0.95
no dnr
7
72
19.199219
75
36
38.89844
136.71875
2.5
3.799805
1.299805
143
7.459961
101
26
4,005
0
0
no(M2 and SIP pres)
0
864
49.892
1
male
1
7
7
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
36,044
13,711.9844
16,086.1641
14.5
white
31.5
55
0.652954
0.553955
3
0
0
yes
0
0
no dnr
7
70
2.299805
125
35
37.89844
null
null
null
2.5
140
null
null
52
1,350
null
3
<2 mo. follow-up
3
865
20.523
1
male
0
52
66
MOSF w/Malig
ARF/MOSF
4
null
$11-$25k
0
784,726
180,566
189,590.375
34.25
other
34.5
57
0.370972
0.252991
88
1
0
yes
0.5
0.5
dnr after sadm
52
110
0.049995
118
32
36.79688
236.65625
null
5.5
0.799927
142
7.439453
251
30
3,890
null
6
null
6
866
62.5
1
female
0
4
229
Lung Cancer
Cancer
1
9
under $11k
0
10,163
4,479.3477
4,604.37891
16
white
11.898438
10
0.799927
0.574951
1
0
0
metastatic
0.95
0.8
no dnr
4
113
6.5
80
20
36
null
3.799805
null
0.899902
138
null
194
9
5,700
5
null
no(M2 and SIP pres)
3.854981
867
37.47598
1
male
1
57
57
CHF
COPD/CHF/Cirrhosis
2
9
$11-$25k
0
270,127
120,381.812
127,205.188
22.75
hispanic
21.699219
26
0.911987
0.850952
1
0
0
no
null
null
no dnr
57
71
14.599609
55
16
37.09375
null
null
2.599609
1.299805
131
null
99
33
4,275
1
0
<2 mo. follow-up
0
868
59.45499
1
female
0
91
205
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
>$50k
0
976,623
320,064.75
374,988.5
33
white
29.199219
57
0.656982
0.55896
26
0
0
no
0.8
0.8
no dnr
91
73
4.799805
115
30
38.59375
312.5
4.599609
1.599854
3.699707
142
7.379883
null
75
238
null
2
adl>=4 (>=5 if sur)
2
869
66.26099
1
female
0
7
87
CHF
COPD/CHF/Cirrhosis
6
null
null
26
11,494
6,642.3359
6,104.63672
8.5
black
13.398438
22
0.810913
0.69397
1
1
0
metastatic
0.85
0.5
no dnr
7
110
9.599609
109
20
36
442.8125
4.599609
0.899902
1.299805
137
7.469727
251
23
3,420
null
null
null
4.881836
870
59.03598
0
male
0
9
1,055
CHF
COPD/CHF/Cirrhosis
2
20
>$50k
0
21,359
10,872.9297
11,947.6094
19.5
white
34
51
0.665894
0.491943
1
0
0
no
null
null
no dnr
9
49
7.099609
120
16
36.39844
null
null
null
2.899902
132
null
100
43
1,770
0
0
no(M2 and SIP pres)
0
871
60.271
1
male
1
55
55
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
$25-$50k
0
460,668
190,896.5
216,081.625
33.25
white
20.296875
32
0.830933
0.773926
1
0
0
yes
0.9
0.6
dnr after sadm
37
115
7.799805
120
20
36.89844
null
null
null
1.699951
143
null
154
85
2,850
null
3
<2 mo. follow-up
3
872
20.99699
1
male
1
3
3
Coma
Coma
3
14
under $11k
100
278,242
24,999.6562
20,352.4219
45
asian
47.796875
92
0.003
0.001
40
0
0
yes
null
null
dnr after sadm
1
60
27.5
85
24
35
54
2.399902
20.597656
4.099609
150
6.939453
335
75
110
null
null
<2 mo. follow-up
3.309082
873
55.655
0
female
0
12
1,053
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
26
34,920
19,289.2969
20,270.2656
20.5
white
24.5
43
0.762939
0.687988
1
0
0
no
0.75
0.75
no dnr
12
75
8.298828
116
8
36.59375
419
3.699707
0.199982
2
154
7.549805
111
63
2,030
null
5
adl>=4 (>=5 if sur)
5
874
45.43698
0
female
0
93
1,053
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
636,886
null
null
40.25
white
38.398438
75
0.50293
0.385986
1
0
0
no
0.4
0.5
no dnr
93
107
0.199982
140
40
37.89844
178
null
3
0.5
134
7.299805
null
23
2,050
null
null
null
2.833008
875
49.92499
1
male
0
14
935
Colon Cancer
Cancer
1
17
>$50k
0
23,578
12,864.6016
14,080.5859
7.333332
white
20.097656
18
0.802979
0.579956
1
0
0
metastatic
1
0.5
no dnr
14
70
11.099609
120
20
39.59375
null
null
null
null
140
null
null
null
3,450
0
0
no(M2 and SIP pres)
0
876
42.11899
0
female
0
23
1,050
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
null
26
1,086,011
48,990.7812
62,284.125
29
hispanic
30.097656
56
0.608887
0.50293
147
0
0
no
null
null
no dnr
23
72
3.899902
115
28
38.19531
311.0625
null
1.599854
2.899902
147
7.449219
78
64
151
null
0
no(M2 and SIP pres)
0
877
75.08795
1
male
1
4
4
Coma
Coma
4
null
null
100
157,000
22,982.7031
25,227.9062
51
white
52.09375
116
0
0
17
1
0
yes
null
null
no dnr
4
32
0.049995
155
26
38.5
126.25
null
null
4.599609
153
7.239258
67
112
0
null
null
<2 mo. follow-up
3.80957
878
44.32599
1
male
0
15
526
CHF
COPD/CHF/Cirrhosis
2
14
under $11k
0
44,950
23,775.2188
24,613.2969
14.333328
black
32.398438
40
0.772949
0.637939
1
0
0
no
0.95
0.9
no dnr
15
73
4.899414
95
26
37.5
null
2.099609
0.299988
2.599609
129
null
154
51
2,650
0
0
SIP>=30
0
879
75.17896
0
male
0
47
1,049
ARF/MOSF w/Sepsis
ARF/MOSF
3
15
null
26
191,750
67,892.75
66,681.9375
28.75
white
24.5
47
0.526978
0.411987
7
1
0
yes
0.5
0.95
no dnr
47
72
8
100
26
37.69531
172.5
null
null
6.199219
142
7.449219
267
78
935
null
0
null
0
880
51.452
1
female
0
6
434
Lung Cancer
Cancer
1
12
$25-$50k
0
10,606
5,724.3086
6,900.46875
17
white
15
12
0.772949
0.527954
1
0
0
metastatic
1
0.9
no dnr
6
73
3.399902
80
20
36.19531
null
null
0.099991
0.699951
138
null
null
8
6,150
0
0
no(M2 and SIP pres)
0
881
62.37598
1
male
1
14
14
MOSF w/Malig
ARF/MOSF
3
18
>$50k
0
139,026
47,879.5938
53,606.2812
29.666656
black
41.695313
71
0.132996
0.060997
12
0
0
yes
0.5
0.25
dnr after sadm
11
108
5.399414
70
12
35.89844
153.03125
2.299805
9.599609
5.199219
127
7.419922
186
101
1,131
null
4
<2 mo. follow-up
4
882
54.47498
0
male
0
25
1,048
Lung Cancer
Cancer
1
16
>$50k
0
94,914
44,798.6562
55,629.2812
15.75
white
6.299805
6
0.87793
0.723999
1
0
0
metastatic
0.8
0.5
no dnr
25
97
6
76
20
36.19531
null
4.099609
0.5
1.099854
138
null
165
12
7,500
0
0
no(M2 and SIP pres)
0
883
52.62997
1
male
0
5
838
Colon Cancer
Cancer
1
null
null
0
12,265
7,544.2812
8,521.5625
10
white
13.099609
23
0.878906
0.726929
1
0
0
metastatic
0.8
0.5
no dnr
5
101
10
80
22
37.79688
null
3.799805
0.399963
1.099854
132
null
114
20
1,075
null
null
no(M2 and SIP pres)
1.857666
884
75.77496
1
female
0
6
716
CHF
COPD/CHF/Cirrhosis
3
13
null
0
10,782
6,787.6914
6,076.12891
15
white
17.199219
9
0.859985
0.768921
1
0
0
no
0.98
0.9
no dnr
6
108
10.699219
95
22
36.39844
null
null
null
0.899902
137
null
null
15
3,450
0
null
null
0.494751
885
76.961
0
female
0
17
1,045
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
under $11k
0
88,755
37,615.1875
40,109.4375
32.333313
hispanic
28
34
0.642944
0.541992
4
0
0
no
0.75
0.7
no dnr
17
78
9.099609
105
12
36.5
440
null
null
2
126
7.439453
159
30
7,219
null
3
adl>=4 (>=5 if sur)
3
886
54.71597
0
female
0
10
1,045
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
$25-$50k
0
31,403
15,863.2109
15,708.2656
20
white
28.097656
53
0.782959
0.712891
1
1
0
no
0.3
0.25
no dnr
10
100
26.296875
75
15
38
108.32812
2.399902
1.399902
2.199707
132
7.369141
119
56
970
2
2
null
2
887
79.70398
1
female
1
11
11
MOSF w/Malig
ARF/MOSF
5
16
$11-$25k
0
56,752
24,689.4531
31,170.0625
33.5
white
33.5
38
0.428955
0.309998
1
1
0
yes
0.5
0.3
dnr after sadm
9
60
22
110
36
36.09375
108
2.599609
null
0.5
135
7.459961
null
16
1,870
null
null
<2 mo. follow-up
3.677246
888
53.36099
1
male
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
4
18
under $11k
0
314,092
84,356.8125
90,715.5625
36
white
28.796875
40
0.724976
0.639893
7
0
0
no
null
null
dnr after sadm
22
97
11.599609
70
32
36.79688
313.3125
3.099609
7.799805
2.699707
140
7.419922
286
96
7,660
null
0
<2 mo. follow-up
0
889
73.94897
1
male
0
28
57
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
44
208,988
79,771.75
95,195.1875
45.25
asian
31.199219
54
0.334961
0.218994
1
1
0
yes
0.15
0.05
dnr after sadm
8
62
6.199219
115
30
38
127.5
null
0.399963
2.699707
135
7.509766
160
64
5,055
null
null
<2 mo. follow-up
3.924316
890
21.20999
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
under $11k
37
73,268
28,876.6094
37,257.7812
27.5
hispanic
27.097656
57
0.804932
0.73999
2
0
0
no
0.7
0.5
no dnr
8
112
7.199219
120
26
38.69531
291.375
1.599854
13.798828
0.699951
140
7.459961
null
9
1,325
null
1
<2 mo. follow-up
1
891
86.35199
1
female
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$11-$25k
44
125,804
11,069.0859
12,813.4297
31
white
42.296875
70
0.028
0.007
10
0
0
no
0.25
0.25
dnr before sadm
-3
45
23.5
75
36
36.19531
97
2.799805
null
2
131
7.379883
310
60
1,262
null
0
<2 mo. follow-up
0
892
33.55197
1
male
0
6
442
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
26,882
12,281.9531
13,067.7891
24
black
23.699219
27
0.892944
0.85498
1
0
0
no
null
null
no dnr
6
113
15.699219
125
28
39.29688
348.5625
null
null
1
133
7.429688
69
6
2,060
null
null
no(M2 and SIP pres)
3.226563
893
64.58295
1
male
0
5
155
Lung Cancer
Cancer
2
12
$25-$50k
0
5,751
3,211.9102
23,493.7031
5
white
13.298828
5
0.775879
0.533936
1
0
0
metastatic
null
null
no dnr
5
81
5.699219
84
20
37.79688
null
null
null
0.799927
140
null
92
11
2,775
null
0
null
0
894
79.54596
1
female
0
5
580
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
44
30,631
13,084.1094
17,486.9062
42
white
24.398438
34
0.576904
0.465942
1
1
0
no
0.7
0.6
no dnr
5
60
15.398438
25
32
38.29688
null
3
null
0.699951
146
null
189
11
422
null
null
null
3.564941
895
67.71497
0
female
0
7
1,036
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
0
46,447
10,272.25
12,649.1328
14.5
white
23.597656
25
0.771973
0.697998
4
0
0
no
0.99
0.99
no dnr
7
72
8.798828
72
22
36.5
83.32812
2.399902
0.699951
0.899902
133
7.539062
95
11
2,050
2
null
no(M2 and SIP pres)
1.838867
896
48.73599
1
female
0
26
314
Lung Cancer
Cancer
1
null
null
0
117,616
50,040.3438
57,753.0625
12
white
14.5
12
0.785889
0.550903
1
0
0
metastatic
0.8
0.5
no dnr
26
73
5
96
24
37.5
null
null
0.199982
0.899902
135
null
88
9
4,735
null
null
null
3.026856
897
63.79498
1
female
0
8
68
Lung Cancer
Cancer
1
16
>$50k
0
11,253
7,390.0273
8,001.83984
9
white
11.5
13
0.803955
0.582886
1
0
0
metastatic
0.9
0.6
no dnr
8
101
6.399414
120
24
36.19531
null
4.199219
0.399963
0.899902
140
null
79
null
2,200
4
null
adl>=4 (>=5 if sur)
3.183106
898
88.422
1
male
0
17
930
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
111,560
36,010.375
35,541.2812
14.666664
white
27.199219
56
0.439941
0.320984
8
0
1
no
null
null
no dnr
17
72
17.199219
145
36
38.69531
148.3125
2.699707
0.399963
1.099854
146
7.479492
131
21
1,975
null
null
null
6.273438
899
54.38199
1
male
1
16
16
ARF/MOSF w/Sepsis
ARF/MOSF
3
13
$11-$25k
44
508,881
77,303.1875
88,043.3125
48
white
38.398438
60
0.141998
0.066986
35
0
0
yes
0.7
0.7
dnr after sadm
16
117
5.099609
45
27
38
265
3.799805
29.5
4.899414
144
7.429688
140
99
619
null
2
<2 mo. follow-up
2
900
63.62198
0
male
0
9
1,027
CHF
COPD/CHF/Cirrhosis
4
14
null
0
36,522
18,165.5312
22,120.875
22.5
white
31.597656
24
0.691895
0.525879
1
0
0
no
0.9
0.75
no dnr
9
45
12
115
16
36.59375
null
null
null
1
131
null
106
16
2,960
0
1
no(M2 and SIP pres)
1