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
3,901
69.00195
1
female
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
under $11k
0
160,610.125
98,081.5625
null
41.666657
white
31.199219
37
0.573975
0.462952
11
0
0
no
0.5
0.2
dnr after sadm
19
96
19.699219
110
10
36.59375
290
2.699707
7.699219
2
151
7.459961
null
null
null
null
2
<2 mo. follow-up
2
3,902
74.31299
1
female
0
15
40
COPD
COPD/CHF/Cirrhosis
2
6
under $11k
0
27,789.391
19,155.1562
null
19
white
33
56
0.460999
0.258972
11
0
0
no
null
null
no dnr
15
72
5.799805
124
31
35.5
176
2.899902
null
0.399963
138
7.459961
null
null
null
null
7
<2 mo. follow-up
7
3,903
66.18994
1
male
0
7
89
Colon Cancer
Cancer
2
10
under $11k
0
6,248
4,065.4219
null
6
black
27
16
0.630981
0.319946
1
1
0
metastatic
0.5
0.1
no dnr
7
101
11.798828
64
16
37.39844
null
2.5
null
0.899902
136
null
null
null
null
1
1
null
1
3,904
58.89697
0
female
0
25
1,583
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
91,730.875
65,269.1562
null
23.5
white
18.296875
14
0.849976
0.79895
12
0
0
no
0.5
0.25
no dnr
25
72
11.199219
74
8
39
266.625
null
null
0.5
135
7.459961
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,905
65.83398
1
male
1
7
7
Coma
Coma
1
11
$11-$25k
44
24,014.984
16,735.875
null
32
black
23.796875
28
0.491943
0.419983
1
0
0
no
0.25
0.2
dnr after sadm
5
75
6.799805
11
10
39.29688
386.625
3.099609
0.599976
1.5
142
7.429688
null
null
null
null
0
<2 mo. follow-up
0
3,906
57.487
1
male
1
37
37
MOSF w/Malig
ARF/MOSF
1
11
under $11k
0
122,004.25
77,422.375
null
38.25
white
18.296875
15
0.790894
0.721924
2
0
0
yes
0.8
0.5
dnr after sadm
24
70
10
100
9
36.19531
226.65625
null
null
0.899902
139
7.419922
null
null
null
null
7
<2 mo. follow-up
7
3,907
70.65295
0
male
0
18
1,574
COPD
COPD/CHF/Cirrhosis
3
5
null
0
19,755.547
13,855.2266
null
10
black
23
32
0.79895
0.675903
1
0
0
no
0.2
0.1
no dnr
18
77
9.798828
72
26
36.79688
225
2.399902
0.899902
1
134
7.429688
null
null
null
null
null
no(M2 and SIP pres)
3.611816
3,908
53.185
1
male
0
8
17
MOSF w/Malig
ARF/MOSF
2
null
null
41
33,711.281
21,372.6719
null
39.5
black
43
62
0.046997
0.014
2
1
0
yes
0.7
0.5
no dnr
8
48
13
52
30
35.19531
104
2.099609
0.699951
2.399902
136
7.339844
null
null
null
null
null
<2 mo. follow-up
2.638184
3,909
77.63696
1
female
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
9,904.242
6,551.9062
null
11.5
white
46
67
0.195984
0.103989
1
1
1
no
0.15
0.1
dnr after sadm
1
37
26
96
38
35.79688
108.32812
null
null
1.699951
141
7.129883
null
null
null
null
null
<2 mo. follow-up
4.786133
3,910
31.59799
1
male
0
11
747
ARF/MOSF w/Sepsis
ARF/MOSF
3
16
under $11k
0
156,964.25
115,626.062
null
15.5
white
31.199219
51
0.744995
0.664917
38
1
0
no
0.95
0.95
no dnr
11
145
4.699219
64
28
36.39844
132.5
2.099609
0.399963
5.199219
142
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
3,911
59.13998
1
male
0
6
164
Lung Cancer
Cancer
1
17
>$50k
0
6,011.648
3,880.0293
null
18
white
22.597656
12
0.598999
0.280945
1
0
0
metastatic
0.4
0
dnr after sadm
1
87
11
120
24
36.29688
null
null
0.199982
0.599976
135
null
null
null
null
0
5
no(M2 and SIP pres)
5
3,912
47.99698
0
male
0
117
1,572
CHF
COPD/CHF/Cirrhosis
1
null
null
0
337,299.25
222,272.5
null
33.5
white
28.296875
22
0.817993
0.704956
1
0
0
no
null
null
no dnr
117
62
14.199219
126
27
38.29688
384
3
1.099854
0.799927
128
7.449219
null
null
null
null
null
null
2.044434
3,913
61.15298
1
male
0
6
1,321
CHF
COPD/CHF/Cirrhosis
2
4
under $11k
0
6,116.449
4,469.4336
null
13
white
18.699219
32
0.884888
0.807983
1
1
0
no
0.5
0.3
no dnr
6
60
7.199219
62
36
35.89844
null
null
null
1.099854
139
7.399414
null
null
null
2
null
no(M2 and SIP pres)
1.839
3,914
64.07397
1
male
1
14
14
Lung Cancer
Cancer
1
8
under $11k
0
55,642.438
37,272.6562
null
30.666656
black
42.59375
58
0.038994
0
4
0
0
metastatic
0.2
0.1
dnr after sadm
12
73
28.699219
114
27
36
123.32812
3.099609
2.5
6.199219
135
7.379883
null
null
null
null
0
<2 mo. follow-up
0
3,915
60.73398
0
male
0
24
1,572
ARF/MOSF w/Sepsis
ARF/MOSF
0
6
$11-$25k
26
98,783.438
61,616.1562
null
31.333328
white
26.796875
27
0.622925
0.518921
9
0
0
no
null
null
no dnr
24
71
19.199219
114
8
38.09375
155
2.899902
3
1.099854
132
7.369141
null
null
null
null
0
no(M2 and SIP pres)
0
3,916
38.27499
0
female
0
145
1,572
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
37
218,732.875
141,284.625
null
35.5
black
29
36
0.720947
0.635986
1
0
0
no
1
1
no dnr
145
147
17.597656
134
12
38.5
160
2.299805
1.299805
0.599976
130
7.359375
null
null
null
null
null
adl>=4 (>=5 if sur)
2.256348
3,917
43.53998
1
male
0
21
38
Lung Cancer
Cancer
2
null
null
0
25,725.641
16,881.0312
null
14.666664
black
25.699219
32
0.566895
0.244995
1
0
0
metastatic
0.8
0.5
no dnr
21
77
6.399414
124
38
39.89844
376.1875
null
2.399902
0.5
141
7.459961
null
null
null
0
0
<2 mo. follow-up
0
3,918
35.66898
0
female
0
39
1,568
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
158,145.75
99,069.125
null
46.5
white
42.398438
56
0.53894
0.424988
3
0
0
no
0.75
0.75
no dnr
39
49
19.699219
144
48
39.59375
55
2.799805
0.5
0.799927
135
7.40918
null
null
null
null
0
no(M2 and SIP pres)
0
3,919
56.81598
1
female
1
5
5
CHF
COPD/CHF/Cirrhosis
4
9
under $11k
0
12,576.898
8,586.6719
null
25
white
18.199219
26
0.876953
0.795898
5
1
0
no
0.9
0.75
no dnr
5
115
7.799805
72
24
36.19531
300
null
null
1.599854
133
7.449219
null
null
null
0
0
<2 mo. follow-up
0
3,920
42.14099
0
male
0
27
1,567
CHF
COPD/CHF/Cirrhosis
2
12
null
0
88,426.188
64,598.4375
null
27
white
14.898438
22
0.941895
0.901978
1
0
0
no
0.8
0.7
no dnr
27
59
7.399414
74
24
37.79688
376.625
null
1
1.099854
132
7.469727
null
null
null
0
0
no(M2 and SIP pres)
0
3,921
47.62198
1
male
0
5
288
Colon Cancer
Cancer
1
16
>$50k
0
3,364.6
2,296.4531
null
13
white
15.099609
12
0.866943
0.701904
1
0
0
metastatic
0.9
0.7
no dnr
5
78
3.599609
64
16
36.19531
null
3.699707
1.699951
0.799927
136
null
null
null
null
null
null
no(M2 and SIP pres)
1.680176
3,922
65.20697
0
female
0
7
1,566
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
4,139.348
3,229.4004
null
7
black
21.398438
48
0.844971
0.745972
1
1
0
no
0.5
0.3
no dnr
7
100
5.199219
80
32
36.39844
161.875
3.399902
2.199707
1.099854
136
7.399414
null
null
null
4
4
no(M2 and SIP pres)
4
3,923
75.07495
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$25-$50k
0
75,079.25
47,504.6562
null
34.666657
white
28.398438
54
0.633911
0.530884
5
0
0
no
0.1
0.001
no dnr
18
71
15.599609
74
11
37.79688
146.65625
2.399902
3.199707
4.099609
138
7.469727
null
null
null
null
1
<2 mo. follow-up
1
3,924
58.29199
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
3
null
null
100
20,454.547
13,545.375
null
41
white
46.195313
77
0.003
0
6
0
0
no
0
0
dnr before sadm
-5
70
15.599609
0
0
35.5
228
null
0.399963
3.5
124
7.15918
null
null
null
null
3
<2 mo. follow-up
3
3,925
65.86395
1
male
0
17
99
Lung Cancer
Cancer
1
null
under $11k
0
15,353.195
10,907.9844
null
6.666664
black
13.898438
40
0.762939
0.511963
1
0
0
metastatic
0.6
0.1
dnr after sadm
2
75
11
88
28
37.19531
228.5625
4
0.5
0.799927
130
7.489258
null
null
null
null
2
no(M2 and SIP pres)
2
3,926
59.064
1
male
0
5
418
Colon Cancer
Cancer
1
9
$25-$50k
0
6,036.098
3,612.1367
null
14
white
15.398438
9
0.846924
0.661987
1
0
0
metastatic
0.9
0.7
no dnr
5
109
5.899414
80
24
38.19531
null
3.199707
0.899902
0.899902
139
null
null
null
null
0
0
null
0
3,927
35.57797
0
male
0
13
1,557
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
16,707.297
10,840.7656
null
12.5
black
28.5
27
0.900879
0.832886
1
0
0
no
0.7
0.5
no dnr
13
70
9.798828
120
30
36
295.625
2.699707
null
0.899902
133
7.349609
null
null
null
0
5
no(M2 and SIP pres)
5
3,928
25.56899
0
male
0
22
1,558
ARF/MOSF w/Sepsis
ARF/MOSF
4
15
under $11k
9
36,389.594
25,027.0312
null
18.333328
white
35.898438
57
0.674927
0.579956
9
1
0
no
null
null
no dnr
22
119
1.299805
114
12
35.79688
456.625
2.199707
0.899902
5.299805
144
7.439453
null
null
null
2
null
null
1.839
3,929
60.05197
1
male
0
4
287
Cirrhosis
COPD/CHF/Cirrhosis
1
16
null
0
4,399.648
2,730.6269
null
7
white
19.796875
23
0.792969
0.667969
1
0
0
no
0.7
0.5
no dnr
4
71
6.299805
72
16
36.69531
null
null
7.299805
1
136
null
null
null
null
null
null
no(M2 and SIP pres)
1.868897
3,930
88.19196
1
male
0
17
711
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
37
29,291.234
19,606.7969
null
21.666656
black
27.898438
65
0.45697
0.337952
1
0
1
no
0.8
0.6
dnr after sadm
2
52
7.299805
144
11
36.69531
240
2.099609
0.399963
2.299805
139
7.269531
null
null
null
null
7
adl>=4 (>=5 if sur)
7
3,931
48.42999
1
male
1
6
6
Cirrhosis
COPD/CHF/Cirrhosis
1
10
$11-$25k
61
22,941.047
15,236.8125
null
40
white
37.296875
55
0.197998
0.059998
1
0
0
no
0.1
0.001
dnr after sadm
3
75
12.898438
138
10
34.79688
98.32812
2.199707
2.399902
1.899902
138
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3,932
72.78894
1
male
0
4
179
Lung Cancer
Cancer
2
14
>$50k
0
3,910.1
2,377.082
null
6
white
25.5
36
0.47699
0.159973
1
0
0
metastatic
0.8
0.5
no dnr
4
120
11.398438
120
28
36.09375
null
null
0.599976
1.799805
136
null
null
null
null
0
1
no(M2 and SIP pres)
1
3,933
25.618
1
female
1
12
12
Cirrhosis
COPD/CHF/Cirrhosis
3
13
under $11k
37
47,193.688
30,280.5
null
46
black
41
83
0.458984
0.256958
1
0
0
no
0.5
0.5
dnr after sadm
10
59
15.699219
100
33
35.59375
213.3125
2.299805
20.296875
3.299805
130
7.439453
null
null
null
null
3
<2 mo. follow-up
3
3,934
50.11398
0
male
0
6
1,551
CHF
COPD/CHF/Cirrhosis
2
null
under $11k
0
8,178.348
5,508.793
null
21
black
17.597656
16
0.915894
0.856934
1
0
0
no
null
null
no dnr
6
115
5.799805
100
28
36.69531
304.75
null
null
0.899902
141
7.419922
null
null
null
0
null
null
0.4948
3,935
59.28497
1
male
1
17
17
Lung Cancer
Cancer
1
12
$25-$50k
0
42,512.125
27,666.9688
null
32.666657
white
35.398438
23
0.233978
0.028
1
0
0
metastatic
0.1
0.001
dnr after sadm
8
103
20.199219
100
20
37
290.4375
2.099609
0.199982
0.5
138
7.5
null
null
null
4
6
<2 mo. follow-up
6
3,936
50.396
1
female
1
14
14
MOSF w/Malig
ARF/MOSF
1
10
$11-$25k
0
134,989.125
83,926.1875
null
33.333313
white
25.097656
28
0.587891
0.478943
42
0
0
yes
0.7
0.4
dnr after sadm
14
109
39.195313
106
28
36.59375
160
2.699707
null
1.099854
137
7.479492
null
null
null
null
5
<2 mo. follow-up
5
3,937
69.72498
1
female
1
56
56
COPD
COPD/CHF/Cirrhosis
1
11
under $11k
0
303,683.5
192,640.75
null
43.25
white
34.695313
36
0.460999
0.258972
14
0
0
no
0
0
dnr after sadm
46
113
12.599609
120
36
38
193.3125
2.599609
1.5
0.799927
148
7.349609
null
null
null
null
0
<2 mo. follow-up
0
3,938
47.10999
1
female
0
7
532
Cirrhosis
COPD/CHF/Cirrhosis
2
10
under $11k
0
6,076.496
4,425.5273
null
6
black
20.296875
29
0.849976
0.75293
1
0
1
no
0.7
0.5
no dnr
7
80
10.398438
100
20
38
null
1.599854
5.799805
0.899902
136
null
null
null
null
0
1
null
1
3,939
77.96899
1
female
1
19
19
COPD
COPD/CHF/Cirrhosis
1
null
under $11k
26
63,867.688
43,432.9062
null
36
white
35.195313
40
0.32196
0.138977
1
0
0
no
0.05
0.000125
dnr after sadm
16
103
12.199219
96
36
36.09375
260
2.5
5.299805
0.699951
129
7.429688
null
null
null
null
0
<2 mo. follow-up
0
3,940
43.99698
1
male
1
19
19
Cirrhosis
COPD/CHF/Cirrhosis
2
14
null
9
42,310.281
27,209.7812
null
18.666656
hispanic
21.398438
20
0.830933
0.723999
1
0
0
no
null
null
no dnr
19
97
8.199219
130
12
38.79688
496.625
null
1.799805
0.799927
142
7.5
null
null
null
0
0
<2 mo. follow-up
0
3,941
19.85199
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
0
95,530.875
59,617.7812
null
49.5
white
43.5
65
0.56897
0.457947
8
0
0
no
0.01
0.000001
no dnr
8
63
20.097656
124
20
38.39844
98.32812
3.199707
21.199219
3.699707
137
7.429688
null
null
null
null
null
<2 mo. follow-up
1.882568
3,942
79.69098
1
female
1
22
22
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
37
172,505.125
110,413.75
null
39.666657
white
28.898438
56
0.367981
0.25
17
0
0
no
null
null
dnr after sadm
17
56
9.599609
114
34
38.5
293.3125
4.099609
9.5
0.799927
136
7.449219
null
null
null
null
0
<2 mo. follow-up
0
3,943
40.34998
0
female
0
19
1,546
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
under $11k
0
34,898.594
22,762.2812
null
10
black
32.796875
42
0.724976
0.640991
4
0
0
no
null
null
no dnr
19
87
13.699219
80
20
35.59375
125
2.799805
0.299988
8.398438
127
7.40918
null
null
null
0
0
no(M2 and SIP pres)
0
3,944
36.90298
1
male
0
16
53
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
>$50k
0
25,755.594
17,364.1406
null
24.333328
hispanic
39.09375
73
0.631958
0.528931
2
0
0
no
null
null
no dnr
16
73
12.298828
130
9
34.89844
347.5625
2.399902
5.5
2.599609
131
7.40918
null
null
null
5
6
<2 mo. follow-up
6
3,945
76.51196
1
female
0
9
331
Lung Cancer
Cancer
1
8
null
0
6,821.75
4,828.9609
null
8
white
14.5
25
0.72998
0.457947
1
0
0
metastatic
0.8
0.5
no dnr
9
109
1.299805
92
20
36.79688
null
null
null
1.099854
139
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
3,946
41.629
1
male
0
38
1,238
Coma
Coma
0
8
$11-$25k
61
64,012.688
42,502.8438
null
22.25
white
26.199219
46
0.574951
0.508911
1
0
0
no
0.8
0.75
no dnr
38
114
13.798828
114
60
40
227.5
null
1.199951
1.399902
144
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
3,947
40.452
0
male
0
12
1,545
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
44
31,204.594
20,957.7812
null
20
black
21.796875
14
0.779907
0.708984
4
0
0
no
0.8
0.7
no dnr
12
117
16.097656
98
26
36.09375
260
null
null
0.799927
135
7.339844
null
null
null
null
1
no(M2 and SIP pres)
1
3,948
71.96698
1
female
1
19
19
Coma
Coma
0
12
$25-$50k
61
50,624.125
33,906.875
null
34.666657
white
25.597656
51
0.286987
0.217987
1
0
0
no
0.2
0.1
dnr after sadm
10
137
15.5
116
35
38.5
372
2.799805
null
2.099609
134
7.389648
null
null
null
null
0
<2 mo. follow-up
0
3,949
43.37299
1
male
1
3
3
MOSF w/Malig
ARF/MOSF
1
15
$25-$50k
100
21,115.188
12,553.6641
null
44
black
81.796875
84
0
0
5
0
0
metastatic
0.1
0.001
dnr after sadm
3
0
16.898438
0
14
35.79688
273.3125
2.599609
12.599609
4.299805
149
7.319336
null
null
null
null
1
<2 mo. follow-up
1
3,950
56.556
1
female
0
6
283
Colon Cancer
Cancer
1
12
$25-$50k
0
6,480.297
4,016.7168
null
10
white
24.796875
16
0.705933
0.421997
1
0
0
metastatic
0.9
0.6
no dnr
6
103
6
100
28
38.5
null
2.899902
1.199951
0.599976
140
null
null
null
null
0
1
no(M2 and SIP pres)
1
3,951
82.58197
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
null
26
63,105.875
39,187.0312
null
31.5
white
48.5
62
0.018997
0.004
6
0
0
no
0
0
dnr after sadm
7
47
17
106
10
36.09375
260
null
10
6.099609
123
7.319336
null
null
null
null
0
<2 mo. follow-up
0
3,952
36.74197
1
male
1
8
8
MOSF w/Malig
ARF/MOSF
0
12
null
0
36,980.094
24,034.9375
null
37
black
30.199219
42
0.517944
0.40094
8
0
0
yes
0.5
0.1
dnr after sadm
8
63
14.5
140
32
35.69531
146.65625
null
null
1.099854
143
7.469727
null
null
null
null
0
<2 mo. follow-up
0
3,953
48.30698
0
male
0
17
1,540
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
33,070.469
20,807.9219
null
12.333328
white
27.699219
32
0.797974
0.730957
2
0
0
no
1
1
no dnr
17
110
28.199219
50
16
37
443.4375
2.799805
null
5
131
7.40918
null
null
null
null
null
null
2.640137
3,954
65.13599
1
male
0
15
1,178
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$25-$50k
0
57,069.969
36,112.25
null
31.333328
white
38.195313
67
0.421997
0.302979
1
0
0
yes
0.9
0.9
no dnr
15
53
20
116
28
39
194
3.299805
4.799805
2.199707
130
7.439453
null
null
null
null
0
no(M2 and SIP pres)
0
3,955
48.931
0
male
0
37
1,538
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
>$50k
0
79,986.812
54,028.7812
null
27
black
14.199219
10
0.910889
0.878906
9
0
0
no
0.7
0.6
no dnr
37
111
13.798828
74
8
38.89844
304
3.199707
0.299988
1
138
7.369141
null
null
null
null
2
no(M2 and SIP pres)
2
3,956
73.54999
1
male
1
40
40
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
null
0
154,653.25
101,745.938
null
38.5
white
34.898438
85
0.540894
0.426941
1
0
0
no
0.05
0.000125
no dnr
40
136
14.599609
158
29
35.59375
200
1.599854
3.299805
5.5
138
7.519531
null
null
null
null
7
<2 mo. follow-up
7
3,957
77.86694
0
male
0
192
1,537
ARF/MOSF w/Sepsis
ARF/MOSF
2
16
$11-$25k
9
492,828
334,111.75
null
38.75
white
28.398438
47
0.542969
0.428955
14
1
0
no
0.6
0.6
dnr after sadm
82
75
21.597656
140
9
38.29688
187.5
null
null
2.199707
151
7.389648
null
null
null
null
null
adl>=4 (>=5 if sur)
2.616211
3,958
67.54297
1
female
1
11
11
COPD
COPD/CHF/Cirrhosis
3
13
under $11k
0
7,606.227
5,431.7109
null
11
white
23
25
0.815918
0.701904
1
0
0
no
0.3
0.15
dnr after sadm
1
80
3.699707
106
24
37.39844
164
null
0.299988
0.399963
136
7.25
null
null
null
5
5
<2 mo. follow-up
5
3,959
76.61597
1
male
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
44
54,942.594
35,570.4375
null
30.5
white
20.796875
21
0.630981
0.527954
4
0
0
no
null
null
dnr after sadm
1
81
13.898438
64
40
39.79688
410
3.099609
0.899902
0.799927
146
7.469727
null
null
null
null
5
<2 mo. follow-up
5
3,960
56.91998
1
male
1
8
8
Coma
Coma
1
16
>$50k
100
39,522.688
27,228.875
null
29.5
white
22.296875
23
0.085999
0.049995
16
0
0
metastatic
0.6
0.3
dnr after sadm
2
111
12.199219
116
22
36.59375
316.625
1.799805
0.699951
0.5
135
7.429688
null
null
null
null
5
<2 mo. follow-up
5
3,961
42.46997
0
male
0
11
1,534
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
9
22,030.047
15,530.1797
null
14
white
15.199219
12
0.919922
0.890991
2
0
0
no
0.9
0.9
no dnr
11
101
5.799805
70
12
38.09375
304.75
null
0.199982
0.699951
136
7.439453
null
null
null
null
2
no(M2 and SIP pres)
2
3,962
34.56299
1
male
0
5
427
Lung Cancer
Cancer
1
null
null
0
6,135.598
3,612.6094
null
12
white
15
7
0.803955
0.582886
1
0
0
metastatic
null
null
no dnr
5
87
11.898438
84
20
36.09375
266.625
3.699707
0.5
0.699951
140
7.469727
null
null
null
null
null
null
1.915527
3,963
79.19196
1
male
0
44
390
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
>$50k
0
99,666.938
66,717.125
null
24.25
white
33.695313
48
0.492981
0.375977
3
0
0
no
0.75
0.75
no dnr
44
52
16.296875
74
26
37.59375
179.5625
2.5
null
4.299805
130
7.359375
null
null
null
null
0
SIP>=30
0
3,964
80.60498
1
male
0
36
193
COPD
COPD/CHF/Cirrhosis
3
24
$25-$50k
0
36,915.625
25,450.3594
null
10.5
white
22.898438
29
0.646973
0.467957
2
0
0
yes
null
null
no dnr
36
87
15.599609
64
28
36.59375
145.6875
null
0.299988
1
134
7.439453
null
null
null
0
0
no(M2 and SIP pres)
0
3,965
44.39398
1
male
1
3
3
Coma
Coma
0
null
null
100
11,347.344
7,430.0469
null
25
black
80
73
0
0
1
0
0
no
0
0
dnr after sadm
3
0
20.796875
0
0
35
544
null
null
2.5
154
7.479492
null
null
null
null
null
<2 mo. follow-up
1.374268
3,966
51.504
1
male
0
171
259
Coma
Coma
0
null
null
94
156,180.375
108,716.25
null
27.25
black
14.599609
11
0.630981
0.569946
1
0
0
no
0.4
0.1
dnr after sadm
36
81
7.5
66
26
38.29688
303.3125
2.899902
null
1.199951
145
7.439453
null
null
null
null
null
null
2.008789
3,967
75.35699
1
male
1
62
62
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
169,118.25
111,419.812
null
31.5
black
29.5
59
0.560913
0.448975
21
1
0
no
null
null
dnr after sadm
59
65
0.199982
110
8
36.79688
233.3125
2.399902
null
0.599976
134
7.5
null
null
null
null
7
null
7
3,968
67.52399
0
male
0
44
1,529
Coma
Coma
1
8
null
37
141,597.75
92,144.4375
null
34.5
black
20.699219
52
0.506958
0.435974
8
0
0
no
0.95
0.9
no dnr
44
75
8.398438
156
37
38.5
305.6875
2.399902
0.399963
1.5
138
7.40918
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,969
48.728
1
male
0
10
849
CHF
COPD/CHF/Cirrhosis
3
null
null
0
10,446.398
7,117.5312
null
8.5
black
22.699219
33
0.878906
0.797974
1
1
0
no
0.8
0.6
no dnr
10
106
5.699219
84
20
35.79688
null
3.099609
2.199707
1.699951
134
null
null
null
null
0
null
null
0.4948
3,970
66.80597
1
male
0
8
320
Lung Cancer
Cancer
1
12
$11-$25k
0
7,554.199
5,042.9414
null
8
white
31.796875
17
0.311951
0.056
1
0
0
metastatic
0.6
0.4
no dnr
8
100
14.798828
100
24
36.59375
420
2.299805
1.299805
1
144
7.389648
null
null
null
0
0
no(M2 and SIP pres)
0
3,971
68.70898
1
male
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$11-$25k
0
94,199.812
59,171.6875
null
38
white
29.097656
36
0.705933
0.616943
1
0
0
no
0.6
0.5
dnr after sadm
19
115
12.798828
124
33
37.19531
108.32812
null
0.799927
0.899902
140
7.439453
null
null
null
null
0
<2 mo. follow-up
0
3,972
40.99899
1
male
0
14
444
CHF
COPD/CHF/Cirrhosis
3
11
null
0
13,750.117
9,702.7188
null
9
black
29.796875
36
0.823975
0.713989
1
0
0
no
null
null
no dnr
14
120
5.299805
85
22
36
300
2.099609
0.399963
3.299805
142
7.449219
null
null
null
0
0
no(M2 and SIP pres)
0
3,973
52.97198
1
male
1
8
8
Coma
Coma
0
11
null
100
18,601.594
12,105.8828
null
20.5
black
17.898438
6
0.505981
0.434998
1
0
0
no
0.02
0.000008
no dnr
8
96
17.199219
52
12
36.69531
290
null
0.299988
1.099854
136
7.5
null
null
null
null
1
<2 mo. follow-up
1
3,974
66.64496
0
female
0
78
1,527
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
26
269,475.5
176,331.75
null
42.75
black
40.09375
76
0.199982
0.106995
13
0
0
no
0.8
0.8
no dnr
78
51
20
104
38
38.79688
208
3.799805
12.099609
2.099609
131
7.399414
null
null
null
null
null
null
2.439453
3,975
62.69998
0
male
0
14
1,526
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
$11-$25k
26
55,241.594
36,863.125
null
14
white
24.898438
19
0.665894
0.56897
7
0
0
no
0.8
0.8
no dnr
14
100
16.296875
124
14
36
255.53125
null
null
0.699951
147
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
3,976
49.45099
1
female
0
23
297
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
9
92,412.438
56,558.4062
null
36
white
19.597656
28
0.852905
0.802979
6
0
0
no
0.8
0.7
no dnr
23
133
8
64
12
37.39844
292
null
null
0.399963
132
7.469727
null
null
null
null
0
no(M2 and SIP pres)
0
3,977
61.99298
1
female
1
13
13
MOSF w/Malig
ARF/MOSF
2
7
under $11k
0
58,915.594
38,120.125
null
49.5
white
35.695313
50
0.399963
0.279968
1
0
0
yes
null
null
dnr after sadm
13
50
25.296875
110
20
36.59375
54
2.399902
0.099991
1.099854
139
7.349609
null
null
null
null
5
<2 mo. follow-up
5
3,978
39.82999
0
female
0
9
1,525
ARF/MOSF w/Sepsis
ARF/MOSF
0
13
under $11k
0
28,210.188
19,233.4688
null
22
black
22.296875
43
0.891968
0.852905
1
0
0
no
null
null
no dnr
9
142
6.399414
114
28
38.29688
160
2.599609
0.5
1.199951
137
7.479492
null
null
null
0
0
no(M2 and SIP pres)
0
3,979
41.91898
0
male
0
5
1,524
Colon Cancer
Cancer
1
null
null
0
4,684.547
2,984.4473
null
14
black
21.097656
14
0.803955
0.582886
1
0
0
metastatic
null
null
no dnr
5
73
5.699219
104
24
38.29688
null
2.899902
0.199982
1.199951
139
null
null
null
null
null
null
null
1.804199
3,980
70.52197
1
male
1
20
20
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
100
93,077.688
60,741.5312
null
32.333313
white
28.199219
30
0.188995
0.098999
4
0
0
no
0.3
0.15
dnr after sadm
19
65
14.599609
118
23
36.79688
157.5
null
2.599609
1.099854
152
7.509766
null
null
null
null
null
<2 mo. follow-up
3.044922
3,981
59.95099
1
male
0
9
493
ARF/MOSF w/Sepsis
ARF/MOSF
3
6
under $11k
9
37,907.438
24,762.9375
null
27.5
white
29.199219
40
0.694946
0.603882
2
0
0
no
0.6
0.5
no dnr
9
109
9.298828
126
32
35.39844
168.5625
null
null
1.599854
138
7.469727
null
null
null
5
7
SIP>=30
7
3,982
63.064
0
female
0
23
1,522
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
70,353
45,316.9688
null
31.333328
white
27.097656
35
0.738892
0.656982
3
1
0
no
0.8
0.75
no dnr
23
67
11.398438
120
17
37.79688
141.65625
2.5
0.599976
1.199951
156
7.419922
null
null
null
null
1
no(M2 and SIP pres)
1
3,983
52.70898
1
female
0
9
29
Lung Cancer
Cancer
1
10
under $11k
0
13,646.242
9,036.8516
null
20.5
white
30.597656
24
0.394958
0.099991
1
0
0
metastatic
0.8
0.6
no dnr
9
77
7.199219
124
24
38.59375
292
2.399902
0.399963
0.699951
140
7.389648
null
null
null
0
0
<2 mo. follow-up
0
3,984
31.28299
1
female
1
12
12
ARF/MOSF w/Sepsis
ARF/MOSF
6
12
null
44
52,990.125
34,947.8438
null
40
white
35.296875
63
0.591919
0.483948
1
0
0
no
0.6
0.5
dnr after sadm
6
105
19.398438
124
30
38.19531
303.3125
2.599609
20
2.5
145
7.489258
null
null
null
null
3
<2 mo. follow-up
3
3,985
57.21597
0
female
0
53
1,521
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
null
0
173,402.5
116,365.75
null
37
white
30
44
0.740967
0.659912
1
0
0
no
0.9
0.8
no dnr
53
129
8.199219
124
10
38.39844
146
2.599609
0.799927
5
131
7.359375
null
null
null
null
1
null
1
3,986
53.33298
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
$11-$25k
0
57,244.219
36,879.25
null
33
white
28.597656
26
0.745972
0.665894
4
0
0
no
0.3
0.2
no dnr
10
70
6
130
18
38.29688
93.32812
null
null
0.799927
135
7.389648
null
null
null
null
7
<2 mo. follow-up
7
3,987
56.04898
1
male
0
38
742
MOSF w/Malig
ARF/MOSF
1
null
under $11k
0
67,626.438
44,162.25
null
26
white
34.398438
52
0.420959
0.301941
2
0
0
yes
null
null
no dnr
38
95
0.799927
136
9
38.29688
185
null
null
2.599609
144
7.299805
null
null
null
null
1
no(M2 and SIP pres)
1
3,988
54.92099
0
male
0
148
1,518
ARF/MOSF w/Sepsis
ARF/MOSF
0
7
null
37
244,624.625
159,445.375
null
26.5
white
31.199219
87
0.582886
0.473999
1
0
0
no
null
null
no dnr
148
77
11
70
38
36.09375
312
1.799805
9.599609
9.199219
132
7.399414
null
null
null
null
0
no(M2 and SIP pres)
0
3,989
59.29898
1
male
0
14
67
Lung Cancer
Cancer
1
14
$25-$50k
0
16,175.344
10,839.3125
null
13.5
white
14.699219
9
0.761963
0.510986
1
0
0
metastatic
1
0.8
no dnr
14
95
10.798828
76
16
36.89844
null
null
0.5
0.799927
138
null
null
null
null
null
3
adl>=4 (>=5 if sur)
3
3,990
53.03198
0
male
0
261
1,517
CHF
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
null
null
null
20.5
white
21
21
0.882935
0.804932
1
0
0
no
null
null
no dnr
261
67
7.899414
112
15
35.59375
428.5625
null
0.799927
1.099854
134
7.509766
null
null
null
3
3
no(M2 and SIP pres)
3
3,991
61.55499
1
male
0
15
770
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
$25-$50k
0
35,619.375
21,743.2031
null
23.666656
white
25.296875
53
0.800903
0.734985
1
0
0
no
null
null
no dnr
15
172
6.5
136
47
35.59375
233.3125
1.899902
0.399963
1.399902
141
7.339844
null
null
null
null
1
no(M2 and SIP pres)
1
3,992
77.659
1
male
1
12
12
CHF
COPD/CHF/Cirrhosis
2
8
$11-$25k
0
37,074.156
21,822.0469
null
31
white
32.59375
42
0.578979
0.384949
1
0
0
no
null
null
dnr after sadm
2
63
7.199219
106
15
35.69531
167.5
null
null
2.699707
128
7.439453
null
null
null
null
0
<2 mo. follow-up
0
3,993
68.18597
1
male
0
29
99
Lung Cancer
Cancer
2
13
$25-$50k
0
32,881.094
22,047.1562
null
10.5
white
15.599609
11
0.726929
0.453979
1
0
0
metastatic
0.5
0.3
no dnr
29
83
13.099609
80
20
37.5
null
null
0.199982
0.699951
134
null
null
null
null
3
2
adl>=4 (>=5 if sur)
2
3,994
63.83298
1
male
0
6
930
Colon Cancer
Cancer
1
16
>$50k
0
5,728.848
3,659.584
null
8
white
18.097656
9
0.804932
0.582886
1
0
0
metastatic
0.9
0.7
no dnr
6
99
4.5
76
22
36.69531
null
3.099609
null
1
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
3,995
43.58698
1
female
0
35
362
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
116,817.688
74,611
null
28.25
white
30.296875
39
0.583984
0.473999
19
0
0
metastatic
0.85
0.8
no dnr
35
114
15.898438
134
10
38.5
140
2.799805
5.5
0.799927
142
7.459961
null
null
null
null
0
adl>=4 (>=5 if sur)
0
3,996
89.23199
1
male
0
18
201
COPD
COPD/CHF/Cirrhosis
3
4
under $11k
0
33,702.719
21,365.2656
null
25
black
29.097656
49
0.494995
0.293945
1
0
0
no
0.05
0.000125
no dnr
18
63
5.699219
130
6
37
117.76562
null
null
1.799805
146
7.489258
null
null
null
null
0
no(M2 and SIP pres)
0
3,997
69.98499
1
female
0
8
87
Colon Cancer
Cancer
1
16
>$50k
0
7,079.297
5,065.1289
null
6
white
30.199219
27
0.535889
0.212982
1
0
0
metastatic
0.4
0.2
no dnr
8
122
31.097656
76
28
35.79688
null
2.699707
0.099991
0.599976
137
7.479492
null
null
null
2
0
adl>=4 (>=5 if sur)
0
3,998
65.62396
1
male
0
13
64
ARF/MOSF w/Sepsis
ARF/MOSF
1
3
null
0
43,053.844
26,501.4375
null
20.5
black
21.199219
18
0.682983
0.588989
13
0
0
metastatic
0.8
0.8
dnr after sadm
8
75
10
130
24
36.5
null
null
null
0.799927
139
null
null
null
null
null
3
null
3
3,999
23.19199
1
male
0
11
82
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
24,461.188
16,495.3906
null
27.5
black
27.199219
34
0.883911
0.842896
1
0
0
no
0.99
0.98
no dnr
11
122
15.199219
114
41
37.69531
220
null
null
0.199982
136
7.589844
null
null
null
null
5
adl>=4 (>=5 if sur)
5
4,000
60.646
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
61
79,154.938
46,919.625
null
53
white
37.195313
48
0.152985
0.07399
13
0
0
no
null
null
dnr after sadm
4
61
16.597656
124
8
36
160
2.5
3.099609
5.399414
131
7.369141
null
null
null
null
null
<2 mo. follow-up
3.036621