age
float64
18
102
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
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
event_times
int64
3
2.03k
event_indicators
int64
0
1
73.99896
female
0
5
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
15,322
6,225.7891
6,328.29688
17
white
22.699219
23
0.780884
0.649902
1
0
0
no
0.5
0.5
dnr after sadm
1
50
30.699219
55
36
35.5
null
null
1.299805
2.299805
122
null
105
40
209
null
null
no(M2 and SIP pres)
3.094727
415
1
57.43997
female
0
12
Colon Cancer
Cancer
1
12
$25-$50k
0
50,645
22,831.8906
24,215.5781
25.5
white
35
32
0.448975
0.13797
1
0
0
metastatic
0.4
0.2
no dnr
12
78
11.099609
70
20
37.89844
223.3125
2.299805
null
1.599854
137
7.419922
102
41
2,540
0
0
adl>=4 (>=5 if sur)
0
91
1
70.45599
female
1
4
Coma
Coma
1
11
>$50k
44
52,477
15,849.2422
21,040.875
34
black
25.699219
45
0.313965
0.241974
5
0
0
no
0.2
0.15
dnr after sadm
4
110
15.099609
155
44
36.59375
680
2.599609
0.899902
1.599854
131
7.459961
114
47
15
null
0
<2 mo. follow-up
0
4
1
63.88199
male
1
8
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
41
178,201
23,809.0938
25,333.0781
47
white
31.097656
52
0.394958
0.27594
15
0
0
no
0.5
0.5
no dnr
8
70
7.399414
45
28
36.09375
null
null
null
1.5
139
null
90
28
1,175
null
null
<2 mo. follow-up
3.230957
8
1
46.00699
male
1
4
MOSF w/Malig
ARF/MOSF
3
14
$25-$50k
44
135,769
16,093.7578
16,401.4688
49
white
33.296875
68
0.16098
0.079987
19
0
0
yes
0.05
0.05
dnr after sadm
2
45
22.699219
125
28
35.19531
168
null
4.5
3.699707
143
7.259766
180
55
10
null
null
<2 mo. follow-up
3.269531
4
1
63.07999
female
0
4
CHF
COPD/CHF/Cirrhosis
3
null
null
0
11,751
5,963.4883
4,836.85938
19
white
16.597656
18
0.896973
0.827881
1
1
0
no
0.9
0.8
no dnr
4
73
11.099609
102
26
36.19531
null
null
null
0.899902
131
null
346
12
3,150
null
null
null
2.264648
649
0
64.34796
male
0
6
Cirrhosis
COPD/CHF/Cirrhosis
1
14
null
0
7,934
3,826.3965
2,599.76953
4
hispanic
21.898438
34
0.73291
0.581909
1
0
0
no
null
null
no dnr
6
63
3.699707
136
32
36.19531
null
2.5
null
0.799927
133
null
null
15
1,250
2
null
null
1.838867
649
0
52.02698
male
0
19
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
>$50k
26
287,368
42,209.5
43,078.5938
34
white
39.195313
84
0.312988
0.199982
17
0
0
no
0.5
0.5
no dnr
19
112
14.398438
140
34
39.19531
182.5
null
null
1.299805
135
7.529297
279
36
1,770
null
0
no(M2 and SIP pres)
0
201
1
59.75598
male
0
6
Cirrhosis
COPD/CHF/Cirrhosis
4
14
>$50k
0
29,213
14,474.2109
11,215.9141
8
white
19.296875
20
0.802979
0.681885
1
0
0
no
0.6
0.4
no dnr
6
113
12.599609
135
49
39.5
130
null
null
1.399902
143
7.479492
148
24
1,710
null
null
no(M2 and SIP pres)
2.734863
647
0
72.80194
male
0
20
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
0
226,908
45,777.5625
44,422.8125
35.333313
white
25.699219
43
0.689941
0.5979
8
1
0
no
0.75
0.75
no dnr
20
57
6.099609
155
25
37.39844
118.65625
null
1.799805
0.899902
131
7.419922
null
21
695
null
null
null
2.445313
643
0
73.68695
male
0
7
Lung Cancer
Cancer
2
null
null
0
14,124
7,226.3828
6,628.61719
9
white
24.5
24
0.500977
0.179993
1
0
0
metastatic
0.01
0
dnr after sadm
2
63
null
65
20
36.29688
null
null
null
1
133
null
462
18
3,600
null
null
<2 mo. follow-up
3.989258
11
1
70.508
female
0
7
MOSF w/Malig
ARF/MOSF
1
null
null
0
42,089
9,950.7969
10,467.1562
13.5
white
20.296875
20
0.720947
0.635986
4
0
0
yes
null
null
dnr before sadm
-1
75
9.898438
74
20
36.39844
null
null
8.5
null
134
null
null
null
1,430
null
null
<2 mo. follow-up
1.982422
45
1
55.50198
male
0
44
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
0
338,671
150,056.5
157,278.375
40.75
white
29.898438
46
0.750977
0.671997
1
0
0
no
0
0
no dnr
44
58
22.296875
115
44
38.09375
330
null
25.597656
3
142
7.5
211
136
4,520
null
0
no(M2 and SIP pres)
0
639
0
63.94299
female
0
34
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
26
252,684
66,653.875
63,813.4062
34.5
hispanic
28.796875
45
0.585938
0.47699
4
0
0
no
0.9
0.8
no dnr
34
67
9.798828
96
22
38.19531
null
null
3.399902
0.699951
133
null
181
8
2,625
1
null
null
1.166748
637
0
47.47998
female
0
30
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
$25-$50k
0
339,838
66,693.75
62,851.2812
27.5
white
27.898438
39
0.747925
0.667969
16
0
0
no
0.9
0.9
no dnr
30
62
12.5
135
37
38.59375
347.5
null
null
1.5
152
7.589844
304
33
2,712
0
null
null
0.494751
636
0
50.51099
female
0
25
ARF/MOSF w/Sepsis
ARF/MOSF
0
15
$25-$50k
9
131,648
43,402.2188
27,873.1094
23.5
white
23.796875
24
0.806885
0.74292
4
0
0
no
0.95
0.8
no dnr
25
70
14.798828
82
22
36.39844
null
3.099609
4.299805
0.799927
136
null
113
15
800
0
null
null
0.494751
636
0
66.771
female
0
9
Colon Cancer
Cancer
1
12
null
0
18,716
8,287.7969
7,270.66797
10.5
white
14.5
16
0.845947
0.659912
1
0
0
metastatic
1
0.8
no dnr
9
82
9.699219
96
24
38
null
null
null
2.699707
138
null
null
37
4,250
0
null
null
0.494751
487
1
51.85199
male
0
15
MOSF w/Malig
ARF/MOSF
1
14
$25-$50k
0
54,700
25,739.7344
31,346.2969
11.333328
white
28.199219
17
0.549927
0.436951
1
0
0
metastatic
0.7
0.5
dnr after sadm
14
52
17.898438
105
26
38.69531
145.6875
2.599609
0.899902
1.299805
136
7.519531
164
23
3,800
0
0
<2 mo. follow-up
0
57
1
58.63397
female
0
17
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
145,518
34,237.9688
36,742.8438
25.666656
hispanic
33.296875
53
0.496948
0.378967
13
0
0
yes
0.75
0.75
no dnr
17
65
10.398438
125
24
36.59375
186.65625
2.599609
7.199219
1.099854
143
7.479492
345
54
1,690
0
0
null
0
572
1
74.41797
female
0
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
15
>$50k
26
243,036
22,826.3125
23,285.8125
48
white
25
50
0.494995
0.376953
14
0
0
yes
0.8
0.7
no dnr
8
122
1.599854
65
24
38.09375
248.96875
null
10.199219
0.799927
137
7.449219
152
32
5,290
null
null
null
2.758301
634
0
60.01398
male
0
15
Colon Cancer
Cancer
1
16
>$50k
0
54,862
23,652.125
28,416.7656
12
white
15.398438
20
0.844971
0.659912
1
0
0
metastatic
0.9
0.7
no dnr
15
99
40.796875
120
24
37.89844
254.65625
null
4.099609
0.799927
139
7.529297
107
8
3,320
null
null
no(M2 and SIP pres)
2.57666
634
0
34.53799
female
1
28
Cirrhosis
COPD/CHF/Cirrhosis
2
12
>$50k
0
318,788
148,268.875
152,781.125
28.75
hispanic
17.296875
22
0.915894
0.85791
1
0
0
no
0.99
0.99
no dnr
28
72
14.099609
78
22
38
null
null
null
0.799927
138
null
null
4
1,150
null
6
<2 mo. follow-up
6
28
1
79.25494
male
0
33
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
194,939
77,189.125
74,435.875
26.5
white
20.898438
17
0.777954
0.705933
3
0
1
no
0.9
0.9
dnr after sadm
8
100
15.898438
106
14
36.39844
90
null
0.5
1
135
7.459961
177
15
1,200
null
null
null
4.164063
411
1
59.409
male
0
36
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
0
618,719
256,636.625
225,256.125
49.5
white
31.898438
58
0.674927
0.579956
2
0
0
no
null
null
no dnr
36
62
31.699219
115
10
35.79688
168
null
2.699707
2.599609
138
7.419922
96
29
3,240
null
null
null
2.714844
628
0
46.31598
female
0
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
0
123,254
43,014.375
47,108.5312
48.5
black
27.296875
46
0.809937
0.746948
2
0
0
no
0.95
0.95
no dnr
11
67
28.398438
115
40
38.29688
360
null
null
1.899902
137
7.439453
207
84
2,360
null
null
null
2.416504
404
1
73.10895
female
1
23
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
41
258,088
88,220.75
105,923.562
47.666657
asian
44.5
63
0.058998
0.019997
4
1
0
no
0.4
0.25
no dnr
23
78
11
116
24
38.39844
null
3.199707
1.699951
1.099854
138
null
142
8
850
null
null
<2 mo. follow-up
3.595215
23
1
72.28699
male
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
null
41
235,312
20,672.3125
21,320.125
51
white
36.796875
83
0.178986
0.091995
14
0
0
no
null
null
dnr after sadm
3
69
4.899414
72
14
37.79688
null
2.899902
3.399902
0.599976
135
null
93
6
1,950
null
0
<2 mo. follow-up
0
4
1
51.72897
female
0
6
CHF
COPD/CHF/Cirrhosis
2
12
under $11k
0
11,742
6,274.8945
5,124.20703
18
white
16.5
20
0.919922
0.863892
1
0
0
no
0.9
0.85
no dnr
6
107
11.099609
55
10
36.39844
365
2.299805
1.099854
0.799927
132
7.459961
148
14
2,655
0
null
no(M2 and SIP pres)
0.494751
626
0
52.89499
female
0
15
ARF/MOSF w/Sepsis
ARF/MOSF
2
18
>$50k
100
110,588
39,434.4688
48,186.0938
38
white
31
58
0.286987
0.176971
1
0
0
no
0.1
0.1
no dnr
15
55
11.099609
105
10
38.5
250
3
4.5
3.599609
148
7.539062
212
57
3,988
null
0
no(M2 and SIP pres)
0
625
0
44.31799
male
0
27
ARF/MOSF w/Sepsis
ARF/MOSF
4
11
$11-$25k
0
500,747
45,473.6562
39,775.9688
28.75
white
26.296875
48
0.781982
0.710938
23
0
0
no
0.9
0.8
no dnr
27
72
27
145
40
38.79688
202
null
1.199951
0.599976
136
7.389648
null
10
4,580
null
2
adl>=4 (>=5 if sur)
2
132
1
75.87695
male
0
35
COPD
COPD/CHF/Cirrhosis
1
null
null
0
247,610
92,767.625
104,459.875
34.25
white
25.398438
55
0.718994
0.562988
1
0
0
no
0.6
0.5
dnr after sadm
12
35
17.296875
185
10
37.69531
245
null
null
3.899902
133
7.369141
186
46
3,790
null
null
null
2.962402
406
1
69.46198
male
0
16
ARF/MOSF w/Sepsis
ARF/MOSF
2
15
$25-$50k
0
156,624
50,043.9688
50,702.4062
35.666657
white
36.796875
63
0.471985
0.352966
3
0
0
no
0.5
0.5
no dnr
16
156
112.1875
135
35
38.29688
100
null
null
3.5
139
7.279297
null
73
0
null
null
no(M2 and SIP pres)
2.757813
622
0
42.44998
female
0
3
Lung Cancer
Cancer
1
17
>$50k
0
10,409
4,667.8398
5,180.37891
12
white
20.5
22
0.691895
0.401978
1
0
0
metastatic
0.6
0.2
no dnr
3
70
7
100
26
35.89844
null
4
0.899902
1.199951
136
null
104
13
2,400
null
null
<2 mo. follow-up
2.447754
38
1
66.98999
female
0
85
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
26
501,448
null
null
44.5
white
23
33
0.741943
0.660889
1
1
0
no
0.6
0.5
no dnr
85
67
35.695313
130
28
38.59375
345.6875
3.199707
2.399902
4.5
134
7.519531
null
166
5,435
null
null
null
2.827148
385
1
63.36798
male
0
33
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
37
294,992
85,296
80,205.5625
40.5
white
29.5
48
0.507935
0.390991
5
0
0
no
0.8
0.8
no dnr
33
115
11.199219
55
26
36.39844
null
2.399902
10.298828
1
138
null
140
49
2,960
null
0
no(M2 and SIP pres)
0
618
0
61.741
male
1
10
ARF/MOSF w/Sepsis
ARF/MOSF
4
14
$25-$50k
37
337,918
41,536.5
47,599.1562
49
white
41.59375
43
0.14798
0.070999
11
1
0
no
0.75
0.75
no dnr
10
63
11.798828
155
25
38
173
null
null
1.299805
134
7.289062
188
24
3,185
null
null
<2 mo. follow-up
3.759766
10
1
68.23297
male
0
16
MOSF w/Malig
ARF/MOSF
1
16
>$50k
0
110,698
44,902.375
38,490.7188
31.666656
white
24.796875
51
0.675903
0.580933
1
0
0
yes
0.5
0.125
no dnr
16
67
5.599609
125
23
38
107.04688
3.899902
4.199219
3.299805
139
7.399414
231
42
990
null
2
adl>=4 (>=5 if sur)
2
196
1
70.04199
male
0
8
Colon Cancer
Cancer
1
12
$11-$25k
0
22,080
9,438.75
11,645.9297
11
white
13
9
0.856934
0.681885
1
0
0
metastatic
0.9
0.8
no dnr
8
115
11.699219
112
24
36.79688
null
null
null
0.699951
138
null
null
7
570
0
0
no(M2 and SIP pres)
0
615
0
71.36798
male
1
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
86,494
31,125.2344
32,541.3125
31.5
white
37.695313
57
0.431946
0.312988
1
0
0
no
0.2
0.9
dnr after sadm
9
70
7
110
14
36.5
373.3125
null
1.699951
2.099609
137
7.329102
69
110
2,210
null
null
<2 mo. follow-up
2.898926
9
1
43.25497
male
0
11
ARF/MOSF w/Sepsis
ARF/MOSF
3
15
$25-$50k
26
186,516
22,284.4531
21,458.2969
21
white
30.199219
42
0.640991
0.539917
9
0
0
no
0.8
0.8
no dnr
11
62
14.699219
125
26
38.59375
173.3125
null
2.299805
1.899902
145
7.429688
241
38
1,926
1
null
no(M2 and SIP pres)
1.166748
614
0
73.90594
male
0
4
Colon Cancer
Cancer
2
null
null
26
12,433
5,055.2578
7,972.87891
21
white
35.195313
15
0.240997
0.029999
1
0
0
metastatic
0.3
0.5
dnr after sadm
3
62
15.398438
75
6
35.39844
87
2.399902
28.097656
1.399902
130
7.439453
145
22
3,695
null
null
<2 mo. follow-up
2.93457
33
1
59.19498
male
0
8
CHF
COPD/CHF/Cirrhosis
4
null
$11-$25k
0
31,431
13,725.5938
14,902.5391
27.5
white
33.796875
38
0.669922
0.496948
1
1
0
no
0.6
0.3
no dnr
8
140
15.099609
110
50
38
193.3125
null
null
1.199951
142
7.549805
160
22
3,355
5
4
adl>=4 (>=5 if sur)
4
85
1
70.81195
female
1
27
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
under $11k
37
213,777
75,374.125
87,726.4375
38.5
white
21.796875
26
0.647949
0.547974
1
0
0
yes
0.8
0.65
dnr after sadm
7
115
10.5
106
24
38.5
null
3.899902
1
1
134
null
82
9
2,950
null
2
<2 mo. follow-up
2
27
1
73.98499
female
0
9
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$11-$25k
9
140,801
19,539.7812
16,611.9531
26
black
17.796875
13
0.796997
0.72998
8
0
0
no
null
null
no dnr
9
57
34.195313
110
24
35.69531
165.28125
3.099609
3
3.299805
133
7.469727
70
54
4,600
null
0
adl>=4 (>=5 if sur)
0
612
0
70.41797
female
0
8
Colon Cancer
Cancer
1
14
null
0
22,418
10,673.7266
12,543.1484
8
hispanic
14.898438
17
0.834961
0.638916
1
0
0
metastatic
1
0.95
no dnr
8
71
15
80
24
35.79688
120
null
4.099609
1.699951
135
7.379883
131
67
1,304
1
null
no(M2 and SIP pres)
1.166748
612
0
79.93195
female
1
22
ARF/MOSF w/Sepsis
ARF/MOSF
4
18
under $11k
26
207,417
67,940.125
75,389.4375
36.666657
white
17.296875
20
0.750977
0.672974
4
1
0
no
0.6
0.5
dnr after sadm
21
84
8.398438
58
24
35.79688
null
2.199707
0.899902
0.599976
133
null
null
10
null
null
6
<2 mo. follow-up
6
22
1
66.62299
female
0
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
>$50k
0
53,890
10,291.6172
12,070.4141
6.5
white
17.898438
10
0.852905
0.80188
4
0
0
no
0.9
0.9
no dnr
7
52
10.599609
100
22
36.5
null
2.899902
1.099854
1.799805
127
null
118
67
2,310
0
0
null
0
602
0
58.69998
female
1
14
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
44
208,373
61,822.5625
65,557
45.666657
white
35
74
0.335999
0.220978
6
0
0
no
0.85
0.85
dnr after sadm
13
68
23.097656
125
12
37.79688
395
null
null
0.699951
136
7.40918
215
10
1,950
null
1
<2 mo. follow-up
1
14
1
29.26999
male
1
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
41
272,792
110,223.438
120,070.438
45
hispanic
28.796875
62
0.69397
0.602905
7
0
0
no
0.6
0.6
dnr after sadm
9
105
14.599609
65
24
38.5
null
null
null
0.799927
132
null
89
17
2,230
null
null
<2 mo. follow-up
3.072754
9
1
36.26797
female
0
22
ARF/MOSF w/Sepsis
ARF/MOSF
0
21
>$50k
41
262,040
85,402.5625
71,938.9375
39
white
28.898438
26
0.651978
0.552979
8
0
0
no
0.95
0.95
no dnr
22
67
13.5
100
24
38.19531
null
3.599609
0.5
0.899902
136
null
null
9
1,600
null
0
no(M2 and SIP pres)
0
599
0
97.23999
male
0
10
CHF
COPD/CHF/Cirrhosis
4
12
null
9
19,291
10,616.0938
8,190.79688
9
white
17
11
0.761963
0.622925
1
0
1
no
0.8
0.06
no dnr
10
73
10.298828
83
20
37.09375
252.375
3.699707
0.5
1.699951
136
7.369141
138
19
null
null
6
<2 mo. follow-up
6
46
1
44.37198
male
0
22
MOSF w/Malig
ARF/MOSF
1
14
>$50k
26
174,634
49,494.4375
42,848.5938
26.666656
white
29.296875
28
0.366943
0.248993
17
0
0
yes
0.6
0.5
no dnr
22
65
13.699219
80
27
37.69531
300
null
null
0.799927
135
7.419922
null
19
4,165
null
0
no(M2 and SIP pres)
0
598
0
62.06198
male
0
13
Coma
Coma
0
16
>$50k
9
105,947
42,417.3438
43,350.9062
43
white
25.199219
61
0.647949
0.587891
1
0
0
no
0.75
0.7
no dnr
13
117
8.199219
108
22
36.59375
null
null
null
0.699951
139
null
null
5
2,000
null
null
no(M2 and SIP pres)
1.856934
598
0
57.97699
male
1
4
MOSF w/Malig
ARF/MOSF
3
null
null
44
70,163
13,175.4844
12,544.7031
28
white
37.5
81
0.07399
0.026997
11
0
0
yes
null
null
dnr after sadm
3
113
25.398438
155
60
39.69531
91.42188
1.799805
0.699951
0.799927
135
7.349609
262
14
5,101
null
null
<2 mo. follow-up
3.311035
4
1
75.96698
male
0
7
COPD
COPD/CHF/Cirrhosis
3
0
$11-$25k
0
21,141
8,768.1953
7,733.06641
16.5
white
17.5
17
0.80188
0.680908
1
0
0
yes
0.85
0.8
no dnr
7
105
6.199219
115
10
38
228
3
8.798828
1.599854
155
7.5
259
99
6,920
2
null
null
1.838867
593
0
71.99695
female
0
21
Coma
Coma
0
null
null
44
155,313
52,658.3125
53,115.3438
29.666656
white
18.597656
28
0.516968
0.44696
4
0
0
no
0.5
0.5
no dnr
21
105
15.5
135
26
39
340
null
null
0.799927
125
7.529297
114
16
4,950
null
null
null
2.020996
360
1
31.403
female
0
14
ARF/MOSF w/Sepsis
ARF/MOSF
0
21
>$50k
44
84,726
31,389.7344
35,480.8438
25.666656
white
35.195313
51
0.550903
0.437988
3
0
0
no
0.8
0.8
no dnr
14
99
11.898438
76
24
36.39844
null
null
null
1.199951
133
null
131
19
1,400
null
null
null
2.734375
590
0
59.87097
male
0
6
Colon Cancer
Cancer
1
null
null
0
20,640
8,659.2891
9,405.875
11
white
19.5
19
0.791992
0.560913
1
0
0
metastatic
0.9
0.5
no dnr
6
102
0.049995
65
24
36.39844
452
null
1.5
0.699951
130
7.489258
null
16
3,400
null
null
no(M2 and SIP pres)
2.047852
381
1
71.12897
female
0
8
COPD
COPD/CHF/Cirrhosis
1
13
$11-$25k
37
57,493
14,015.8281
13,624.9297
16
white
26.5
34
0.530884
0.330994
5
0
0
no
0.75
0.75
no dnr
8
58
14.099609
115
28
38
415
null
1.299805
1.899902
135
7.40918
301
30
1,640
null
null
Coma or Intub
3.345215
116
1
69.19397
male
0
8
CHF
COPD/CHF/Cirrhosis
3
12
null
0
23,046
12,267.5391
10,595.7656
16
white
29.199219
32
0.644897
0.464966
1
0
0
yes
0.9
0.75
dnr after sadm
3
133
19.898438
155
33
37.89844
177.53125
2.399902
18.199219
2.199707
144
7.449219
null
85
2,665
0
4
null
4
586
0
64.02197
male
0
12
Colon Cancer
Cancer
1
null
null
26
50,669
19,166.1562
23,070.0469
29
white
26.5
26
0.534912
0.211975
1
0
0
metastatic
1
0.65
no dnr
12
71
null
82
20
36
278.25
null
null
1
131
7.449219
null
18
4,875
null
null
null
3.33252
586
0
71.49097
male
0
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
136,072
23,399.875
29,611.5938
32.5
black
30.699219
39
0.344971
0.227997
12
0
0
no
0.2
0.2
no dnr
13
75
22.597656
75
11
38.59375
455
null
null
0.599976
142
7.55957
150
15
840
null
null
null
3.057617
146
1
45.19598
male
0
27
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
26
481,895
84,690.4375
85,551.75
34.25
white
28.199219
49
0.649902
0.550903
29
0
0
no
0.6
0.6
no dnr
27
62
2.199707
115
56
36.19531
193.875
null
2.599609
0.799927
134
7.439453
171
12
8,210
null
null
null
2.964844
169
1
28.627
male
0
8
CHF
COPD/CHF/Cirrhosis
2
10
under $11k
0
30,279
16,035.2812
14,558.2891
17.5
hispanic
30.398438
29
0.855957
0.762939
1
0
0
no
0.5
0.5
no dnr
8
85
15.298828
120
14
38.59375
null
null
null
0.899902
137
null
136
12
850
0
0
null
0
583
0
54.14099
male
0
5
Cirrhosis
COPD/CHF/Cirrhosis
5
null
null
0
13,221
6,602.8633
6,746.19922
16
white
21.699219
37
0.796997
0.67395
1
0
0
no
0.8
0.8
no dnr
5
98
17.097656
135
39
36.5
225.6875
null
null
1
130
7.389648
224
23
2,487
null
null
null
3.075684
64
1
46.04199
female
0
6
Colon Cancer
Cancer
1
null
null
0
15,981
6,897.0938
6,455.27734
11
white
17.5
12
0.842896
0.655884
1
0
0
metastatic
0.7
0.6
no dnr
6
51
null
95
20
35.89844
null
null
null
1.699951
128
null
null
27
2,750
null
null
null
1.983887
449
1
71.19495
female
0
12
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
0
141,913
24,841.4375
23,073.8125
13
white
30.699219
47
0.46698
0.347961
28
0
0
yes
0.5
0.3
dnr before sadm
-27
72
14.099609
125
32
37.89844
183.65625
3.299805
null
1.399902
140
7.169922
196
13
2,140
0
0
no(M2 and SIP pres)
0
580
0
60.25998
female
0
7
Lung Cancer
Cancer
1
null
null
0
23,886
11,874.4375
10,298.6094
6.5
white
21
20
0.634888
0.323975
1
0
0
metastatic
1
1
no dnr
7
50
7.199219
75
8
36.39844
187.5
null
null
3.399902
149
7.529297
138
93
2,970
null
null
null
3.341797
525
1
68.68695
male
0
5
CHF
COPD/CHF/Cirrhosis
2
12
>$50k
0
7,975
4,697.3516
4,011.48828
12
white
15.5
19
0.893921
0.821899
1
0
0
no
0.6
0.6
no dnr
5
113
11.5
110
32
36.69531
176
2.299805
2.099609
1.5
132
7.449219
173
23
3,785
0
null
no(M2 and SIP pres)
0.494751
257
1
58.741
male
0
9
CHF
COPD/CHF/Cirrhosis
2
8
null
0
33,382
15,641.9766
17,240.6719
26.5
white
20.097656
27
0.87793
0.795898
1
0
0
no
0.9
0.7
no dnr
9
47
8.199219
105
20
35.79688
null
3.799805
2.699707
1.299805
130
null
112
17
3,650
3
4
null
4
172
1
71.89294
male
0
4
CHF
COPD/CHF/Cirrhosis
2
31
>$50k
0
4,750
2,242.2637
3,116.61914
8
white
17.398438
22
0.868896
0.781982
1
0
0
no
1
0.9
no dnr
4
83
8
80
16
37
null
2.899902
8.898438
1.299805
132
null
null
21
760
null
null
no(M2 and SIP pres)
2.151856
578
0
62.34399
male
0
17
CHF
COPD/CHF/Cirrhosis
3
14
$25-$50k
0
145,561
81,578.1875
66,213.625
24.666656
white
25.597656
37
0.754883
0.611938
1
0
0
yes
0.75
0.7
no dnr
17
93
6.599609
126
24
38.39844
null
null
0.799927
0.899902
140
null
113
9
3,975
0
0
no(M2 and SIP pres)
0
577
0
60.66299
female
1
9
MOSF w/Malig
ARF/MOSF
2
null
null
41
233,830
57,363.3438
61,455.9375
52
white
53.59375
97
0
0
17
0
0
yes
0.1
0.1
dnr after sadm
5
100
0.899902
110
24
36.19531
218.34375
null
null
0.899902
130
7.529297
null
17
3,800
null
null
<2 mo. follow-up
2.802246
9
1
50.40097
male
0
7
ARF/MOSF w/Sepsis
ARF/MOSF
0
9
null
0
81,871
11,551.2188
12,517.5859
15.5
other
16.699219
20
0.903931
0.868896
3
0
0
no
0.95
0.9
no dnr
7
77
12.099609
114
24
36
null
null
null
null
140
null
null
null
1,550
null
null
null
1.853027
576
0
51.52399
female
0
8
Lung Cancer
Cancer
1
14
null
0
21,235
9,458.8828
10,376.3281
18.5
white
22.5
28
0.622925
0.30896
1
0
0
metastatic
0
0
dnr before sadm
-1
72
null
75
16
36.5
null
null
null
1.5
142
null
null
26
3,855
null
null
<2 mo. follow-up
3.532715
17
1
52.71698
male
1
8
Coma
Coma
1
20
>$50k
44
75,660
27,551.9062
27,582.4375
33
black
26.296875
46
0.521973
0.450989
2
1
0
no
0.5
0.5
dnr after sadm
8
50
6.199219
75
20
36.79688
null
null
null
1.199951
137
null
null
35
3,185
null
0
<2 mo. follow-up
0
8
1
64.64899
female
0
10
Lung Cancer
Cancer
1
12
$11-$25k
0
29,507
15,344.5391
13,907.7734
12
white
12.298828
15
0.789917
0.557983
1
0
0
metastatic
1
1
no dnr
10
73
8.099609
70
20
36
null
null
null
1.599854
141
null
null
30
3,300
null
null
no(M2 and SIP pres)
2.89502
392
1
73.51996
female
0
8
Colon Cancer
Cancer
2
null
null
0
13,121
6,902.6875
7,288.84766
13.5
white
14.898438
18
0.828979
0.628906
1
0
0
metastatic
null
null
no dnr
8
68
35.898438
120
28
36
null
null
null
1.199951
136
null
null
21
2,790
null
null
null
2.86084
291
1
63.685
female
1
20
Coma
Coma
3
11
$11-$25k
100
207,959
77,106.6875
86,680.125
30.666656
white
36.796875
66
0.003
0.001
2
0
0
yes
0.3
0.2
dnr after sadm
18
52
0.049995
105
10
35.69531
131
null
15.099609
3.099609
142
7.239258
326
32
0
null
3
<2 mo. follow-up
3
20
1
66.33295
male
0
118
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
under $11k
26
933,220
373,073
355,017.75
47.25
white
25.796875
53
0.656982
0.55896
3
0
0
no
0.5
0.5
no dnr
118
62
7.799805
100
36
38.29688
315
null
null
0.799927
136
7.449219
null
13
2,430
null
0
adl>=4 (>=5 if sur)
0
181
1
38.76498
male
0
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
37
143,626
54,987.5312
60,904.0938
50
white
26.699219
36
0.760986
0.684937
1
0
0
no
0.9
0.9
no dnr
10
61
5.5
116
12
36.19531
null
null
null
0.699951
143
null
null
9
1,550
null
0
null
0
202
1
65.55798
male
0
6
Cirrhosis
COPD/CHF/Cirrhosis
3
21
$11-$25k
0
9,123
4,302.4062
5,463.01953
10
white
19.296875
34
0.768921
0.632935
1
1
0
no
1
0.9
no dnr
6
122
110
55
14
38.69531
165
null
null
2
143
7.469727
281
25
2,380
0
null
no(M2 and SIP pres)
0.494751
540
1
46.56
female
1
10
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
>$50k
41
149,633
33,083.8438
36,292.4375
46.5
white
47.195313
85
0.100998
0.042
8
0
0
no
0.2
0.1
dnr after sadm
6
72
6.199219
76
20
37.79688
null
null
null
null
140
null
null
null
1,850
null
2
<2 mo. follow-up
2
10
1
67.89294
female
0
20
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
$25-$50k
44
269,491
54,600.3438
57,670.75
42.666657
white
22.296875
37
0.634888
0.532959
5
0
0
no
0.8
0.7
no dnr
20
76
9.398438
72
20
36
null
null
0.399963
1.099854
141
null
null
18
1,400
null
0
no(M2 and SIP pres)
0
279
1
58.24197
male
0
6
Colon Cancer
Cancer
2
12
$11-$25k
0
11,848
5,331.1211
5,571.59766
9
white
45.695313
29
0.145996
0.008999
1
0
0
metastatic
0
0
dnr after sadm
1
92
3.399902
105
26
36
null
1.5
17
2.099609
126
null
84
66
875
null
null
adl>=4 (>=5 if sur)
2.475098
88
1
68.65997
male
0
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
71,707
10,469.6094
13,937.4844
40
white
24.898438
25
0.753906
0.675903
3
0
0
no
0.9
0.9
no dnr
4
60
25.199219
105
28
38
332.5
null
null
3.199707
142
7.489258
212
49
585
null
0
null
0
567
0
53.49197
female
0
13
ARF/MOSF w/Sepsis
ARF/MOSF
3
4
under $11k
41
199,060
58,617.875
60,350.5625
42.5
hispanic
39.195313
71
0.346985
0.230988
1
0
0
no
0.1
0.05
no dnr
13
65
9.398438
95
6
36.29688
455
null
6.899414
1.899902
149
7.539062
73
53
2,945
null
5
<2 mo. follow-up
5
15
1
70.71295
female
0
10
Colon Cancer
Cancer
1
null
null
0
35,262
15,618.2266
18,277.7969
17
white
11.798828
15
0.86792
0.703979
1
0
0
metastatic
1
0.95
no dnr
10
77
4.799805
78
20
35.69531
null
3.899902
3
1.5
138
null
111
31
1,825
null
null
null
2.425781
563
0
68.73895
male
1
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
$25-$50k
41
58,336
22,046.9688
23,853.125
39
white
44.898438
101
0.085999
0.032997
2
1
0
no
0.05
0.05
dnr after sadm
4
52
6.599609
115
40
38.59375
270
null
46
3.699707
143
7.449219
340
95
424
null
null
<2 mo. follow-up
2.916016
4
1
60.87097
male
0
5
Colon Cancer
Cancer
3
null
null
0
11,670
4,700.5703
5,847.15625
18
white
16.199219
17
0.833984
0.637939
1
1
0
metastatic
0.9
0.2
no dnr
5
65
6.599609
75
8
38
null
3.299805
3
3.5
135
null
106
101
3,360
null
null
null
3.194336
187
1
77.14398
male
0
24
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$25-$50k
9
328,863
67,441.9375
68,026.9375
27.333328
white
35.695313
80
0.362
0.244995
1
1
0
yes
0.5
0.5
no dnr
24
74
9.099609
110
18
36
null
2
0.299988
0.699951
120
null
84
8
900
null
0
adl>=4 (>=5 if sur)
0
560
0
61.92999
male
0
6
Cirrhosis
COPD/CHF/Cirrhosis
5
8
under $11k
0
7,500
3,849.8496
4,052.82812
11
hispanic
19
23
0.795898
0.671997
1
1
0
no
0.5
0
no dnr
6
72
8.099609
55
20
36.19531
91.65625
null
0.599976
1.399902
138
7.419922
null
26
1,636
0
null
no(M2 and SIP pres)
0.494751
559
0
43.05798
female
0
15
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
0
94,436
28,478.7031
27,283.9844
15.666664
white
22.398438
19
0.85498
0.804932
7
0
0
no
0.5
0.1
no dnr
15
70
26.097656
110
28
35.5
302.5
null
22.597656
2.199707
133
7.349609
223
77
1,885
null
null
no(M2 and SIP pres)
2.992676
555
0
54.47998
male
0
6
MOSF w/Malig
ARF/MOSF
1
null
null
0
19,860
8,709
8,849.10938
14
white
23.296875
16
0.664917
0.567993
1
1
0
metastatic
0.05
0.01
no dnr
6
65
8.599609
75
24
38.09375
null
null
0.5
1.199951
138
null
95
18
4,085
0
null
null
0.494751
104
1
80.323
female
0
12
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
26
51,079
21,268.8438
20,973.2188
32.5
white
27.398438
70
0.574951
0.464966
1
1
1
no
0.7
0.5
dnr after sadm
3
99
7
79
28
36.39844
252.375
null
null
0.799927
137
7.449219
95
15
1,925
null
null
<2 mo. follow-up
6.46582
49
1
32.28198
male
1
13
MOSF w/Malig
ARF/MOSF
1
13
under $11k
44
226,262
59,380.7188
61,909.5
41.5
hispanic
29
49
0.314941
0.201996
13
0
0
yes
0.5
0.3
dnr after sadm
11
52
28.398438
70
34
35.79688
184
2.299805
27.699219
4.5
145
7.449219
207
66
35
null
0
<2 mo. follow-up
0
13
1
44.73099
male
1
38
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
null
0
800,959
216,988.875
202,004
48.25
white
29.398438
43
0.717896
0.631958
50
0
0
no
0.5
0.5
dnr after sadm
33
109
6.199219
85
28
36.59375
313.3125
null
null
1
134
7.459961
154
16
3,350
null
0
<2 mo. follow-up
0
38
1
49.44598
male
0
5
ARF/MOSF w/Sepsis
ARF/MOSF
4
null
null
61
53,642
24,402.3594
24,352.9531
53
hispanic
41
93
0.144989
0.068985
1
0
0
yes
null
null
dnr before sadm
0
60
29
120
24
36
120
null
3.099609
8.5
142
7.429688
146
89
55
null
null
<2 mo. follow-up
4.116211
8
1
68.07098
male
0
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
$11-$25k
9
96,931
27,934.3906
26,548.6562
27
white
28.199219
39
0.589966
0.480957
3
0
0
yes
0.9
0.9
no dnr
12
71
4.699219
78
20
36.79688
null
null
1.599854
1.199951
127
null
282
30
2,100
null
null
null
2.520996
547
0
61.71899
male
0
28
CHF
COPD/CHF/Cirrhosis
3
null
null
0
205,874
110,087.375
88,449.4375
27.5
white
21.296875
36
0.85791
0.764893
1
1
0
no
0.92
0.85
no dnr
28
75
20.898438
104
30
38.59375
173.3125
null
1.099854
null
138
7.479492
null
null
2,050
1
null
null
1.166748
543
0