ID
int64
1
9.11k
age
float64
18
102
death
int64
0
1
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
d.time
int64
3
2.03k
dzgroup
stringclasses
8 values
dzclass
stringclasses
4 values
num.co
int64
0
9
edu
float64
0
31
income
stringclasses
4 values
scoma
float64
0
100
charges
float64
1.17k
1.44M
totcst
float64
0
633k
totmcst
float64
-102.72
711k
avtisst
float64
1
83
race
stringclasses
5 values
sps
float64
0.2
99.2
aps
float64
0
143
surv2m
float64
0
0.97
surv6m
float64
0
0.95
hday
int64
1
148
diabetes
int64
0
1
dementia
int64
0
1
ca
stringclasses
3 values
prg2m
float64
0
1
prg6m
float64
0
1
dnr
stringclasses
3 values
dnrday
float64
-88
285
meanbp
float64
0
195
wblc
float64
0
200
hrt
float64
0
300
resp
float64
0
90
temp
float64
31.7
41.7
pafi
float64
12
890
alb
float64
0.4
29
bili
float64
0.1
63
crea
float64
0.1
21.5
sod
float64
110
181
ph
float64
6.83
7.77
glucose
float64
0
1.09k
bun
float64
1
300
urine
float64
0
9k
adlp
float64
0
7
adls
float64
0
7
sfdm2
stringclasses
5 values
adlsc
float64
0
7.07
8,201
84.62695
1
female
0
13
582
CHF
COPD/CHF/Cirrhosis
4
13
null
0
7,392
6,289.4883
5,005.32812
11.5
white
15.798828
31
0.849976
0.75293
1
1
0
no
null
null
no dnr
13
71
11.398438
70
24
36.79688
null
3.899902
0.199982
1.799805
134
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
8,202
88.17499
1
male
0
8
385
CHF
COPD/CHF/Cirrhosis
3
6
under $11k
0
5,614
4,470.8594
3,149.31836
13.5
white
15.599609
45
0.840942
0.738892
1
1
0
no
0.75
0.7
no dnr
8
76
7.599609
64
28
35.79688
237.5
4.299805
0.399963
1.799805
137
7.449219
null
null
null
null
3
no(M2 and SIP pres)
3
8,203
74.125
1
male
0
5
1,237
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
37,841
27,540.0938
24,555.875
19
white
21.097656
17
0.73291
0.580933
24
0
0
no
0.9
0.9
no dnr
5
77
8.898438
60
24
36.29688
404
2.599609
0.5
0.899902
139
7.279297
null
null
null
null
0
no(M2 and SIP pres)
0
8,204
60.20798
1
female
0
5
147
Lung Cancer
Cancer
3
null
null
0
2,978
1,929.8897
2,192.82812
11
white
11.699219
19
0.806885
0.588989
1
0
0
metastatic
0.3
0.1
no dnr
5
102
1.399902
114
20
36.89844
354.25
4.199219
0.5
0.599976
137
7.489258
null
null
null
null
null
null
2.162598
8,205
78.49396
1
male
0
5
19
CHF
COPD/CHF/Cirrhosis
3
12
null
0
2,454
1,688.2568
1,355.39941
11
white
18.796875
23
0.832886
0.727905
1
0
0
no
0.9
0.8
no dnr
5
71
12.798828
66
24
36.19531
null
null
null
1.599854
140
null
null
null
null
1
0
<2 mo. follow-up
0
8,206
74.146
1
male
1
10
10
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
26
19,965
15,764.0625
14,631.1797
27
white
36.398438
45
0.274963
0.166992
1
0
0
yes
0.15
0.1
dnr after sadm
2
106
24.898438
114
10
35.29688
147.5
3.099609
0.599976
3.399902
132
7.449219
null
null
null
null
5
<2 mo. follow-up
5
8,207
69.40198
1
male
0
56
116
COPD
COPD/CHF/Cirrhosis
5
12
$25-$50k
0
75,868
49,369.375
48,814.5312
22.5
white
30.398438
56
0.674927
0.503906
1
0
0
no
0.8
0.7
no dnr
56
73
9.099609
60
10
35.5
153.84375
null
4.099609
2.599609
143
7.279297
null
null
null
null
3
no(M2 and SIP pres)
3
8,208
78.78998
0
male
0
39
1,552
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
44
87,229
58,370.875
53,972
36
white
31.199219
52
0.314941
0.201996
5
0
0
no
0.5
0.4
no dnr
39
68
21
40
12
38.19531
163.0625
3.199707
2
3.899902
135
7.319336
null
null
null
null
1
null
1
8,209
76.71198
1
male
0
16
669
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
9
30,223
22,569.3125
17,698.5469
17.333328
white
28.898438
65
0.553955
0.441956
8
0
0
no
0.9
0.9
no dnr
16
59
16.796875
72
32
35.89844
126.51562
null
null
11.599609
145
7.419922
null
null
null
null
1
no(M2 and SIP pres)
1
8,210
75.849
1
male
1
19
19
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
133,616
93,028.6875
77,854.625
53.666657
white
30.796875
60
0.535889
0.421997
13
0
0
no
null
null
dnr after sadm
18
56
21.898438
112
24
39.19531
189
null
null
5.699219
138
7.389648
null
null
null
null
null
<2 mo. follow-up
2.270508
8,211
70.35199
1
female
0
19
1,360
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
30,342
19,691.1719
17,380.3281
23
white
13.798828
35
0.903931
0.837891
1
1
0
no
0.9
0.9
no dnr
19
79
9.798828
69
26
35.89844
null
4.199219
0.199982
1.199951
134
null
null
null
null
null
2
no(M2 and SIP pres)
2
8,212
50.23999
1
female
0
28
38
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
138,255
92,819.25
102,443.938
38.25
white
28.097656
30
0.716919
0.630981
62
0
0
no
null
null
dnr after sadm
27
119
2
108
34
39.39844
187.5
null
null
1.099854
143
7.489258
null
null
null
null
0
<2 mo. follow-up
0
8,213
67.38898
1
male
0
17
27
MOSF w/Malig
ARF/MOSF
4
8
under $11k
61
51,502
36,644.375
31,339.8281
17
white
21.699219
45
0.280945
0.171997
15
0
0
metastatic
null
null
dnr after sadm
1
107
15
36
30
38.09375
214.28125
null
null
1
133
7.489258
null
null
null
null
3
<2 mo. follow-up
3
8,214
68.92297
0
male
0
4
1,549
CHF
COPD/CHF/Cirrhosis
3
13
under $11k
0
2,206
1,526.5645
1,304.58984
3
white
18.898438
34
0.861938
0.770996
1
0
0
no
null
null
no dnr
4
111
6.399414
42
29
36.59375
271.375
3.899902
1.199951
1.5
137
7.459961
null
null
null
null
null
no(M2 and SIP pres)
2.032715
8,215
71.50995
0
male
0
11
1,547
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
20,986
13,111.0078
11,977.3672
22.5
white
15.5
28
0.886963
0.81189
1
0
0
no
null
null
no dnr
11
68
7.5
65
20
36.19531
493.3125
3.799805
0.5
1.599854
136
7.549805
null
null
null
1
0
no(M2 and SIP pres)
0
8,216
75.22198
1
female
0
25
724
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$25-$50k
0
44,402
28,899.2344
27,155.0156
35.5
white
17
22
0.862915
0.814941
1
0
0
no
null
null
no dnr
25
64
11.099609
75
10
38
186.65625
3.199707
0.5
1
134
7.509766
null
null
null
null
0
no(M2 and SIP pres)
0
8,217
79.36499
1
female
0
33
715
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
under $11k
0
83,102
63,425.4688
50,705.875
18
white
20.796875
27
0.736938
0.654907
19
0
0
no
0.5
0.4
no dnr
33
70
23
72
28
36.29688
360
null
null
1.699951
141
7.449219
null
null
null
null
1
adl>=4 (>=5 if sur)
1
8,218
49.80399
1
male
0
3
84
Lung Cancer
Cancer
2
17
$25-$50k
0
2,533
1,633.0664
1,550.70996
13
white
12.798828
13
0.80896
0.590942
1
0
0
metastatic
null
null
no dnr
3
103
6.399414
79
20
36.39844
null
3.599609
0.299988
1
135
null
null
null
null
null
null
adl>=4 (>=5 if sur)
2.041992
8,219
53.39398
1
female
0
5
325
Lung Cancer
Cancer
1
12
null
0
3,540
2,517.4844
2,616.35938
9
white
8.099609
11
0.860962
0.688965
1
0
0
metastatic
null
null
no dnr
5
93
5.899414
98
20
36.39844
null
4.399414
0.299988
0.699951
133
null
null
null
null
null
null
no(M2 and SIP pres)
1.732666
8,220
65.79297
1
male
0
3
161
Lung Cancer
Cancer
1
12
null
0
3,527
1,990.7373
1,217.95996
13
white
11.099609
11
0.805908
0.586914
1
0
0
metastatic
null
null
no dnr
3
93
15.5
76
20
36.59375
null
3.899902
0.699951
1.199951
136
null
null
null
null
null
null
null
1.825928
8,221
90.79297
1
female
1
6
6
Coma
Coma
2
null
null
61
5,507
3,241.8184
2,811.71875
30
white
21.296875
48
0.145996
0.094986
1
1
0
yes
0.05
0.000125
dnr after sadm
1
55
7.599609
45
32
37.89844
319
null
null
1.299805
139
7.419922
null
null
null
null
null
<2 mo. follow-up
3.229004
8,222
78.25098
1
male
0
11
109
Lung Cancer
Cancer
1
16
$11-$25k
0
11,474
7,410.6758
6,662.26953
7.5
white
11.298828
22
0.780884
0.541992
1
0
0
metastatic
0.5
0.1
no dnr
11
118
16.796875
85
20
35.89844
null
4.099609
0.599976
1.399902
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
8,223
53.46997
1
male
1
6
6
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
under $11k
26
49,510
32,146.2031
24,283.3125
33
white
39.59375
82
0.28595
0.176971
23
0
0
no
0
0
dnr after sadm
2
64
22.199219
158
37
37.79688
101.25
2.699707
8.398438
1.5
132
7.369141
null
null
null
null
0
<2 mo. follow-up
0
8,224
52.80798
1
male
0
20
27
Coma
Coma
5
null
null
61
50,898
34,947.625
30,141.4375
36.666657
white
26.597656
35
0.35199
0.278992
10
0
0
no
0.1
0.001
dnr after sadm
13
66
14.898438
166
10
39.59375
151.40625
3.199707
1.599854
1.099854
135
7.609375
null
null
null
null
null
<2 mo. follow-up
3.814941
8,225
69.22095
1
male
0
11
1,160
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
41
20,614
13,453.0234
12,593.8047
23
white
23.699219
30
0.530884
0.415955
5
0
0
yes
0.95
0.8
no dnr
11
77
null
72
40
36.19531
160
3.099609
1.199951
0.699951
134
7.439453
null
null
null
null
1
adl>=4 (>=5 if sur)
1
8,226
71.88794
0
male
0
9
1,531
CHF
COPD/CHF/Cirrhosis
3
8
null
0
5,793
3,965.2519
3,502.97852
6.5
white
22.699219
35
0.805908
0.68689
1
0
0
no
0.75
0.5
no dnr
9
63
7.699219
46
32
36
342.8125
null
null
1.699951
139
7.40918
null
null
null
null
0
no(M2 and SIP pres)
0
8,227
77.35199
1
male
0
7
388
CHF
COPD/CHF/Cirrhosis
6
15
$25-$50k
0
3,522
2,367.6758
1,914.67969
18
white
16.796875
23
0.825928
0.715942
1
1
0
yes
null
null
no dnr
7
113
7.899414
76
24
36.09375
356
3.199707
0.599976
1.299805
140
7.469727
null
null
null
1
2
no(M2 and SIP pres)
2
8,228
60.56897
0
female
0
80
1,531
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
9
123,165
83,129.6875
75,931.75
10.75
white
31.796875
60
0.559937
0.447998
15
0
0
no
null
null
no dnr
80
63
26.097656
122
28
38.29688
150
null
null
6
143
7.379883
null
null
null
null
1
adl>=4 (>=5 if sur)
1
8,229
71.45795
0
female
0
13
1,530
CHF
COPD/CHF/Cirrhosis
4
12
under $11k
0
7,726
5,278.8398
4,269.61719
11.5
white
20.097656
26
0.80188
0.680908
1
0
0
yes
0.75
0.65
no dnr
13
68
9.199219
102
24
35.5
452.375
3.699707
1.199951
1.399902
134
7.549805
null
null
null
0
0
no(M2 and SIP pres)
0
8,230
78.20398
1
female
0
36
412
Coma
Coma
2
12
null
44
91,560
62,189.1875
56,398.2812
25.75
white
20.699219
41
0.362
0.28894
8
1
0
no
0.7
0.7
no dnr
36
117
14.199219
70
55
39.09375
255
null
null
1.5
141
7.459961
null
null
null
null
1
no(M2 and SIP pres)
1
8,231
63.32098
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
2
12
$25-$50k
0
32,987
21,631.4844
20,892.9375
44
white
39.898438
59
0.167999
0.084991
15
0
0
yes
null
null
dnr after sadm
3
77
0.199982
132
28
36.39844
104.07812
null
null
1.5
136
7.289062
null
null
null
null
null
<2 mo. follow-up
2.152344
8,232
68.11798
1
male
0
18
20
CHF
COPD/CHF/Cirrhosis
7
8
under $11k
9
18,851
12,522.1797
10,364.0391
15.666664
white
33
67
0.53894
0.339966
4
1
0
no
null
null
dnr after sadm
3
56
null
68
32
34.79688
112.5
3.899902
0.899902
1.599854
128
7.529297
null
null
null
null
5
<2 mo. follow-up
5
8,233
64.99695
1
male
0
12
86
Cirrhosis
COPD/CHF/Cirrhosis
3
13
under $11k
0
9,728
6,943.918
6,049.35938
14.5
white
18.097656
35
0.791992
0.665894
1
0
0
no
0.8
0.6
no dnr
12
106
18.699219
80
32
36.59375
308.6875
2.599609
0.699951
1.5
142
7.449219
null
null
null
null
0
no(M2 and SIP pres)
0
8,234
71.99695
1
male
1
7
7
MOSF w/Malig
ARF/MOSF
1
null
null
0
62,426
43,641
35,937.8125
53
white
34.59375
55
0.19397
0.102997
40
0
0
metastatic
null
null
no dnr
7
50
10.699219
132
34
37.89844
108.15625
3.399902
0.599976
1.199951
137
7.179688
null
null
null
null
null
<2 mo. follow-up
2.531738
8,235
42.77298
0
male
0
8
1,528
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
0
8,097
4,892.0781
4,218.04688
10.5
white
22.699219
24
0.881958
0.840942
1
0
0
no
1
1
no dnr
8
81
14.898438
76
36
38.09375
135
4
0.5
0.899902
134
7.5
null
null
null
0
0
no(M2 and SIP pres)
0
8,236
76.53894
1
male
0
4
824
Colon Cancer
Cancer
2
12
$25-$50k
0
5,133
3,023.4414
3,598.87891
7
white
11
21
0.86792
0.704956
1
0
0
metastatic
0.7
0.5
no dnr
4
111
11.699219
53
20
36.69531
null
4.199219
0.599976
1.5
142
null
null
null
null
0
0
no(M2 and SIP pres)
0
8,237
67.32397
1
female
0
15
19
Cirrhosis
COPD/CHF/Cirrhosis
3
8
under $11k
0
30,640
20,329.25
18,136.3906
10.666664
white
30.398438
39
0.393982
0.196991
14
1
0
no
0.1
0.001
dnr after sadm
14
63
13
76
22
36.69531
null
null
null
4.399414
121
null
null
null
null
2
0
<2 mo. follow-up
0
8,238
53.00998
1
male
0
8
249
Lung Cancer
Cancer
2
10
null
0
9,445
5,743.1953
5,586.60938
8.5
white
18.296875
35
0.710938
0.428955
1
0
0
metastatic
0.9
0.7
no dnr
8
67
0.199982
66
24
38.69531
null
3.399902
1.199951
1.199951
129
null
null
null
null
null
null
no(M2 and SIP pres)
3.136719
8,239
72.51996
1
male
0
13
1,040
COPD
COPD/CHF/Cirrhosis
5
8
under $11k
0
12,209
8,282.5
6,967.95703
17
white
19.597656
57
0.832886
0.726929
1
1
0
no
null
null
no dnr
13
61
9.099609
75
36
36.5
186.9375
4.099609
0.399963
2.199707
148
7.369141
null
null
null
3
1
no(M2 and SIP pres)
1
8,240
61.19598
1
male
0
150
1,021
ARF/MOSF w/Sepsis
ARF/MOSF
0
8
null
0
304,423
202,078.875
207,309
35.25
white
44.5
64
0.241974
0.139984
12
0
0
no
0.95
0.9
no dnr
150
42
13.898438
144
28
38.69531
92
2.899902
1.399902
1.5
133
7.699219
null
null
null
null
0
adl>=4 (>=5 if sur)
0
8,241
67.64697
0
male
0
42
1,519
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
87,706
55,599.4062
53,503.0625
29.5
white
33.398438
49
0.593994
0.484985
2
0
0
no
0.9
0.9
no dnr
42
48
8.199219
122
30
38.79688
114.28125
null
null
1.099854
135
7.389648
null
null
null
null
0
null
0
8,242
69.69495
0
male
0
9
1,520
COPD
COPD/CHF/Cirrhosis
2
null
null
9
7,717
5,093.1133
4,697.60938
13
white
10.199219
16
0.915894
0.85791
1
0
0
no
0.9
0.5
dnr after sadm
1
103
6.299805
70
24
37
266.625
4.099609
0.899902
1
144
7.369141
null
null
null
null
0
null
0
8,243
83.95599
1
male
0
13
122
CHF
COPD/CHF/Cirrhosis
5
7
$11-$25k
0
8,863
5,815.418
5,512.26953
14.5
white
24.898438
48
0.714966
0.556885
1
0
0
no
0.5
0.4
no dnr
13
108
10.298828
140
40
36.69531
304
null
null
1.599854
137
7.449219
null
null
null
0
0
null
0
8,244
74.33496
1
male
0
17
185
ARF/MOSF w/Sepsis
ARF/MOSF
4
8
$11-$25k
0
25,606
16,679.2188
13,997.1875
20.666656
white
32.195313
65
0.564941
0.452942
3
0
0
no
null
null
no dnr
17
60
12.398438
70
32
36.19531
163.3125
2.899902
4.299805
4
141
7.539062
null
null
null
null
1
no(M2 and SIP pres)
1
8,245
59.32898
1
male
1
6
6
MOSF w/Malig
ARF/MOSF
2
11
$25-$50k
0
25,116
16,730.25
15,839.3594
41
white
35.898438
71
0.305969
0.19397
8
0
0
yes
0.05
0.000125
dnr after sadm
6
77
0.099991
150
30
39.19531
210.1875
2.399902
1.399902
2.399902
142
7.479492
null
null
null
null
0
<2 mo. follow-up
0
8,246
67.86896
0
female
0
18
1,517
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
24,268
17,109
16,699.4375
27
white
30.296875
56
0.694946
0.529907
1
0
0
no
0.5
0.45
no dnr
18
103
6.199219
132
76
36.19531
null
3.399902
0.799927
2.599609
141
null
null
null
null
3
2
no(M2 and SIP pres)
2
8,247
84.95599
1
female
0
26
235
Colon Cancer
Cancer
1
null
null
0
28,041
17,552.5156
18,137.8594
16.5
white
17.898438
28
0.762939
0.510986
1
0
0
metastatic
0.5
0.125
no dnr
26
66
25.699219
63
22
36.5
null
null
1.099854
1
137
null
null
null
null
null
null
null
2.9375
8,248
77.95496
1
male
0
12
851
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
null
0
19,490
12,830.0469
12,229.8984
14
white
22
39
0.791992
0.723999
1
0
0
no
0.5
0.5
dnr after sadm
1
114
9.898438
78
20
36.39844
260
4.399414
0.599976
3.199707
146
7.40918
null
null
null
null
1
no(M2 and SIP pres)
1
8,249
54.086
1
female
1
36
36
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
null
55
90,082
59,675.3438
63,244.0312
32.75
white
33.898438
34
0.362
0.244995
4
0
0
no
null
null
dnr after sadm
17
62
4.599609
110
12
39.79688
93.75
2.799805
0.799927
0.699951
151
7.40918
null
null
null
null
null
<2 mo. follow-up
2.555664
8,250
76.55597
1
male
1
15
15
Colon Cancer
Cancer
3
8
$11-$25k
0
9,715
6,996.0273
7,081.45703
7.333332
white
20.097656
22
0.744995
0.481995
1
0
0
metastatic
0.5
0.2
dnr after sadm
1
137
9.398438
81
20
35.89844
347.5625
3.199707
1
0.899902
134
7.469727
null
null
null
1
1
<2 mo. follow-up
1
8,251
37.63397
0
male
0
7
1,510
CHF
COPD/CHF/Cirrhosis
3
12
>$50k
0
5,411
3,474.9941
2,746.17969
19
white
20.296875
21
0.919922
0.86499
1
0
0
no
0.5
0.7
no dnr
7
71
null
150
24
36.19531
null
null
null
1
139
null
null
null
null
0
0
no(M2 and SIP pres)
0
8,252
79.57599
1
female
0
6
48
Lung Cancer
Cancer
1
7
under $11k
0
3,169
2,122.8106
2,010.43945
12
white
21
19
0.576904
0.255981
1
0
0
metastatic
0.3
0.1
dnr after sadm
1
69
8.699219
106
24
36.5
null
3.199707
0.299988
0.799927
136
null
null
null
null
null
null
<2 mo. follow-up
2.426758
8,253
84.51495
1
male
0
7
14
Coma
Coma
7
8
under $11k
61
7,884
null
null
10.5
white
25.796875
39
0.098999
0.058998
1
1
0
yes
0.1
0.001
dnr after sadm
1
116
17.199219
114
34
38.79688
192.5
4
0.399963
1.899902
135
7.399414
null
null
null
null
6
<2 mo. follow-up
6
8,254
86.58698
1
female
0
8
235
CHF
COPD/CHF/Cirrhosis
2
8
under $11k
0
5,752
3,898.1152
3,460.0293
10.5
white
17.796875
31
0.81897
0.705933
1
0
0
no
0.5
0.1
no dnr
8
79
6.799805
64
20
35.79688
295.1875
null
null
0.899902
134
7.459961
null
null
null
0
0
no(M2 and SIP pres)
0
8,255
89.06494
1
female
0
4
319
CHF
COPD/CHF/Cirrhosis
3
8
under $11k
0
1,830
1,201.4512
1,016.43994
14
white
19.296875
28
0.787964
0.659912
1
0
0
no
0.9
0.8
no dnr
4
77
12.599609
63
28
35.89844
468
null
null
1
140
7.299805
null
null
null
null
2
no(M2 and SIP pres)
2
8,256
59.18997
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
2
6
$25-$50k
94
33,846
21,978.1562
24,646.2188
33
white
25.296875
45
0.123993
0.054993
18
1
0
yes
null
null
no dnr
5
72
12.5
113
32
38.69531
195.90625
2.399902
0.199982
1.799805
149
7.339844
null
null
null
null
5
<2 mo. follow-up
5
8,257
60.87598
0
male
0
8
1,504
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
6,616
4,464.9961
4,013.96875
7.5
white
22.5
35
0.838989
0.783936
1
0
0
no
1
1
no dnr
8
119
7.199219
125
22
36.39844
300
4.299805
0.5
1.899902
139
7.40918
null
null
null
null
1
no(M2 and SIP pres)
1
8,258
71.81396
1
male
1
7
7
Lung Cancer
Cancer
2
13
$25-$50k
0
3,552
2,271.9121
2,224.57812
12
white
22.597656
34
0.560913
0.238983
1
0
0
metastatic
null
null
no dnr
7
111
7.799805
130
36
36.29688
null
3.699707
0.799927
1.099854
130
null
null
null
null
null
null
<2 mo. follow-up
2.407715
8,259
67.37897
1
male
1
24
24
COPD
COPD/CHF/Cirrhosis
3
12
$11-$25k
0
34,907
23,411.4688
22,419.8281
20
white
22.199219
27
0.78894
0.661987
6
0
0
no
0.8
0.8
no dnr
24
60
null
106
26
37.69531
155
null
null
1.299805
140
7.349609
null
null
null
null
4
<2 mo. follow-up
4
8,260
61.50897
1
male
0
9
998
CHF
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
7,431
5,242.8906
4,630
10
white
10.599609
24
0.937988
0.893921
1
0
0
no
null
null
dnr after sadm
5
61
10.298828
79
20
36.09375
null
4.5
0.799927
1.299805
135
null
null
null
null
1
null
no(M2 and SIP pres)
1.1669
8,261
68.78595
1
male
0
4
185
Lung Cancer
Cancer
4
8
under $11k
9
4,051
2,365.6758
1,519.08984
11
white
18
41
0.641968
0.333984
1
0
0
metastatic
0.5
0.2
dnr after sadm
1
113
7.5
98
28
35.29688
null
4.099609
0.599976
2.099609
134
null
null
null
null
null
null
no(M2 and SIP pres)
2.737793
8,262
49.89499
0
female
0
7
1,495
ARF/MOSF w/Sepsis
ARF/MOSF
5
12
under $11k
0
7,770
5,283.8047
6,033.08984
32
white
23.398438
34
0.858887
0.809937
1
1
0
no
1
1
no dnr
7
120
21.898438
133
22
38
null
2.799805
0.599976
1.799805
147
null
null
null
null
1
1
no(M2 and SIP pres)
1
8,263
69.40198
1
female
0
12
1,133
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
25,649
17,458.9375
14,941.2891
18.5
white
30.199219
40
0.605957
0.5
8
1
0
no
0.75
0.6
no dnr
12
71
24
96
24
37.69531
118.35938
null
null
4.399414
137
7.379883
null
null
null
null
1
no(M2 and SIP pres)
1
8,264
73.17499
1
male
1
22
22
MOSF w/Malig
ARF/MOSF
1
12
under $11k
0
42,914
28,734.4531
30,136.5156
40.333313
white
27.796875
54
0.534912
0.419983
5
0
0
yes
0.9
0.9
dnr after sadm
13
57
9.798828
160
14
38.29688
203.3125
2.599609
6.099609
1
133
7.469727
null
null
null
0
0
<2 mo. follow-up
0
8,265
85.41296
1
male
0
8
1,012
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
under $11k
0
13,014
8,535.0312
8,705.04688
16
white
30.199219
54
0.439941
0.319946
5
0
0
yes
null
null
dnr after sadm
3
69
15.5
112
28
36.69531
125.70312
null
null
1.699951
143
7.55957
null
null
null
null
null
null
3.962891
8,266
66.71899
1
female
0
5
372
Lung Cancer
Cancer
2
null
null
0
3,790
2,324.3262
2,037.11914
8
white
12.398438
18
0.785889
0.550903
1
0
0
metastatic
0.9
0.7
no dnr
5
106
6.199219
114
24
37.5
null
3.899902
0.299988
0.899902
138
null
null
null
null
null
null
null
2.019531
8,267
69.44299
1
female
0
11
405
COPD
COPD/CHF/Cirrhosis
5
null
null
0
8,271
5,386.6602
8,312.35938
14.5
other
17.699219
32
0.795898
0.671997
1
0
0
metastatic
0.9
0.8
no dnr
11
104
10
83
40
37.59375
280.9375
3.399902
0.099991
0.799927
133
7.359375
null
null
null
null
null
null
4.601563
8,268
70.64795
1
female
0
14
15
Coma
Coma
0
12
$25-$50k
100
12,994
8,343.4141
8,123.11719
20.333328
white
24
44
0.156982
0.103989
1
0
0
no
0.2
0.1
dnr after sadm
1
121
28.5
138
40
38.19531
220.40625
4.5
0.699951
1.299805
138
7.539062
null
null
null
null
0
<2 mo. follow-up
0
8,269
64.35596
0
male
0
7
1,489
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
9,355
5,870.8125
5,610.50781
12
white
19.199219
21
0.866943
0.819946
1
0
0
no
0.99
0.9
no dnr
7
103
9.898438
58
24
36.59375
325.875
4.099609
0.599976
1.5
133
7.429688
null
null
null
null
null
null
2.389648
8,270
56.54498
1
male
0
3
664
Lung Cancer
Cancer
1
null
null
0
2,563
1,645.4492
1,407.18945
13
white
20.398438
15
0.656982
0.352966
1
0
0
metastatic
0.8
0.5
no dnr
3
104
null
79
20
36
null
null
0.399963
1
125
null
null
null
null
null
null
null
2.131348
8,271
68.68994
0
male
0
5
1,484
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
9,280
5,733.3477
6,112.65625
19
white
20.5
32
0.840942
0.786987
1
0
0
no
0.8
0.8
no dnr
5
77
16.398438
79
25
36.19531
242.84375
4
0.599976
1.699951
137
7.419922
null
null
null
null
null
null
1.833496
8,272
57.30899
1
male
0
19
20
MOSF w/Malig
ARF/MOSF
0
12
under $11k
0
59,005
38,558.0625
46,547
32.666657
white
21.296875
41
0.728882
0.644897
3
0
0
yes
0.05
0.000125
dnr after sadm
15
52
9.699219
76
32
39.09375
196.65625
2.599609
0.399963
1.199951
138
7.459961
null
null
null
2
0
<2 mo. follow-up
0
8,273
73.78796
1
female
0
114
540
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
0
116,672
82,243.5625
78,932.1875
19
white
35.5
43
0.444946
0.324951
6
0
1
no
null
null
dnr after sadm
39
44
16.398438
102
28
38.89844
150
null
null
1.5
137
7.459961
null
null
null
null
5
no(M2 and SIP pres)
5
8,274
54.28299
0
female
0
12
1,483
CHF
COPD/CHF/Cirrhosis
4
11
under $11k
0
15,432
10,693.2188
10,255.8594
30
white
14.199219
17
0.929932
0.879883
1
1
0
no
null
null
no dnr
12
68
8.599609
65
22
38.29688
null
3.299805
1
1.199951
139
null
null
null
null
0
1
no(M2 and SIP pres)
1
8,275
72.849
0
female
0
9
1,480
COPD
COPD/CHF/Cirrhosis
2
14
under $11k
0
5,383
3,525.8086
4,021.81836
7
white
9.199219
35
0.92395
0.870972
1
0
0
no
null
null
no dnr
9
67
18.5
70
24
37.69531
239.125
4.599609
0.299988
1.5
137
7.369141
null
null
null
null
null
no(M2 and SIP pres)
2.691406
8,276
71.81897
1
female
0
6
879
Lung Cancer
Cancer
3
16
under $11k
0
4,949
3,180.9316
3,546.20898
7
white
11.798828
24
0.785889
0.550903
1
0
0
metastatic
0.9
0.9
no dnr
6
78
9.298828
85
20
36.39844
null
3.799805
0.399963
1.199951
134
null
null
null
null
null
null
null
2.199219
8,277
76.46497
1
female
0
13
17
Cirrhosis
COPD/CHF/Cirrhosis
3
16
under $11k
0
16,170
11,200.375
11,975.1328
11.5
white
21.097656
31
0.656982
0.47998
1
1
0
no
1
1
dnr after sadm
10
85
7.099609
92
20
36.39844
338.0625
2.799805
2.799805
1.699951
132
7.489258
null
null
null
1
null
<2 mo. follow-up
1.1669
8,278
53.72998
1
male
0
26
28
Coma
Coma
4
11
>$50k
94
47,203
31,308.5312
35,985.875
28.25
white
26.699219
38
0.269958
0.201996
1
0
0
no
0.2
0.2
dnr after sadm
15
57
34.59375
108
12
39.19531
180
4.5
0.5
1.299805
133
7.40918
null
null
null
null
0
<2 mo. follow-up
0
8,279
59.44998
1
female
0
7
439
Colon Cancer
Cancer
1
12
>$50k
0
7,654
4,569.625
5,112.92969
9
white
14.398438
12
0.85791
0.682983
1
0
0
metastatic
0.6
0.4
no dnr
7
75
null
65
20
36.69531
null
null
null
null
140
null
null
null
null
0
0
no(M2 and SIP pres)
0
8,280
92.53894
1
male
0
9
234
CHF
COPD/CHF/Cirrhosis
3
8
null
0
5,446
3,765.416
4,130.79688
4
hispanic
19.398438
37
0.770996
0.635986
1
0
0
no
null
null
dnr after sadm
1
78
7.399414
70
20
36.39844
252.375
null
null
2.399902
140
7.439453
null
null
null
null
5
no(M2 and SIP pres)
5
8,281
59.556
1
male
0
5
389
Lung Cancer
Cancer
1
8
under $11k
0
4,463
2,632.8672
1,954.90918
11
white
14.898438
22
0.758911
0.504883
1
0
0
metastatic
0.9
0.5
no dnr
5
77
5.099609
74
24
36.29688
null
null
0.299988
1.399902
137
null
null
null
null
null
null
no(M2 and SIP pres)
1.958984
8,282
42.965
1
male
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
125,903
78,030.25
85,739.0625
42
white
40
55
0.514893
0.398987
8
0
0
no
0.5
0.5
no dnr
28
43
19.5
138
36
38.79688
235
null
null
3
144
7.529297
null
null
null
null
1
<2 mo. follow-up
1
8,283
63.25
0
female
0
22
1,469
ARF/MOSF w/Sepsis
ARF/MOSF
4
12
under $11k
37
30,327
21,310.875
20,660.6875
24.333328
white
40.09375
74
0.245972
0.142975
2
1
0
no
null
null
no dnr
22
43
23.5
146
40
38.39844
203.3125
null
null
2.199707
134
7.25
null
null
null
null
0
null
0
8,284
78.04797
1
male
0
8
10
MOSF w/Malig
ARF/MOSF
1
8
under $11k
26
21,947
14,963.3359
15,439.25
24.5
other
23.5
34
0.501953
0.384949
7
0
0
yes
null
null
dnr after sadm
5
68
4.699219
66
12
36.29688
250
null
0.699951
7.099609
140
7.429688
null
null
null
null
0
<2 mo. follow-up
0
8,285
80.08997
1
female
0
7
1,373
COPD
COPD/CHF/Cirrhosis
3
15
$11-$25k
0
3,531
2,403.7617
2,434.28906
7
white
10.599609
33
0.891968
0.81897
1
0
0
no
0.95
0.95
dnr after sadm
1
71
10.798828
87
16
36
223.78125
4.899414
0.799927
0.799927
139
7.419922
null
null
null
null
null
no(M2 and SIP pres)
2.409668
8,286
61.60999
1
male
1
6
6
Coma
Coma
1
14
$11-$25k
100
3,837
2,556.6562
2,668.53906
19
white
18.796875
27
0.390991
0.316956
1
0
0
no
null
null
dnr after sadm
1
111
14.199219
101
28
38.59375
422.5
4.599609
0.5
1.399902
142
7.30957
null
null
null
null
null
<2 mo. follow-up
2.325684
8,287
72.59998
1
male
0
11
739
COPD
COPD/CHF/Cirrhosis
3
10
under $11k
0
7,230
4,681.4297
4,973.36719
7.5
white
19
31
0.839966
0.736938
1
0
0
no
0.75
0.5
dnr before sadm
-1
67
14
104
32
36.09375
232
3.799805
0.699951
1.199951
141
7.379883
null
null
null
2
0
no(M2 and SIP pres)
0
8,288
90.26697
1
female
0
16
20
Coma
Coma
4
8
under $11k
44
8,338
5,678.207
4,818.97656
5.666664
white
23
43
0.262939
0.195984
1
1
1
no
null
null
no dnr
16
113
27.398438
107
24
38.59375
null
3.599609
0.699951
2
134
null
null
null
null
null
null
<2 mo. follow-up
5.351563
8,289
63.18698
1
male
0
7
345
Lung Cancer
Cancer
2
8
under $11k
0
3,640
2,633.0938
2,440.39844
9
white
8
9
0.848999
0.666992
1
0
0
metastatic
0.3
0.1
dnr after sadm
2
83
null
101
24
36.5
null
4.199219
0.399963
1
140
null
null
null
null
0
1
no(M2 and SIP pres)
1
8,290
50.71298
1
male
1
5
5
Coma
Coma
0
10
null
0
14,165
9,191.4375
9,033.46875
29
white
18.597656
7
0.850952
0.820923
1
0
0
no
null
null
no dnr
5
117
18.796875
72
24
38.59375
163.25
null
null
0.899902
138
7.519531
null
null
null
null
null
<2 mo. follow-up
1.468506
8,291
63.33499
1
male
0
12
1,138
CHF
COPD/CHF/Cirrhosis
3
16
null
0
10,998
7,141.5117
6,555.09766
14.5
white
22.199219
36
0.841919
0.741943
1
0
0
no
null
null
no dnr
12
59
10.5
39
20
36.39844
null
null
null
1.5
138
null
null
null
null
0
0
no(M2 and SIP pres)
0
8,292
76.34796
1
male
0
6
198
Lung Cancer
Cancer
2
10
under $11k
0
4,317
2,808.6426
2,515.12891
11
white
19.597656
22
0.620972
0.306946
1
0
0
metastatic
0.5
0.2
no dnr
6
103
5.799805
122
20
36.79688
null
3.399902
0.099991
0.799927
138
null
null
null
null
null
null
no(M2 and SIP pres)
2.441895
8,293
78.24799
0
female
0
13
1,456
COPD
COPD/CHF/Cirrhosis
3
12
under $11k
0
8,286
5,489.4648
5,500.75781
5
white
22.097656
27
0.761963
0.621948
1
0
0
no
1
1
no dnr
13
107
6.099609
71
28
36.29688
271.375
3.399902
0.299988
0.599976
128
7.379883
null
null
null
2
0
no(M2 and SIP pres)
0
8,294
62.185
1
male
1
5
5
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
>$50k
37
104,716
71,111
72,206.6875
38
white
42.898438
77
0.095993
0.038994
42
0
0
no
0.2
0.008
dnr after sadm
1
53
35.09375
70
28
34.39844
137.5
3.299805
5
6.299805
136
7.349609
null
null
null
null
0
<2 mo. follow-up
0
8,295
78.42798
0
female
0
26
1,455
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
9
63,652
43,971.6875
41,493.0938
19.5
white
26.898438
35
0.504883
0.387939
11
0
0
yes
null
null
dnr after sadm
1
81
22.5
128
26
38.29688
351.375
null
null
2.699707
137
7.449219
null
null
null
null
null
null
2.589844
8,296
42.38998
0
male
0
37
1,455
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
$11-$25k
0
56,976
37,833.6562
44,572.6562
24.25
white
33.398438
72
0.743896
0.66394
1
1
0
no
0.2
0.2
no dnr
37
54
11.5
160
50
40
188.5625
2.099609
0.599976
0.899902
150
7.389648
null
null
null
null
2
no(M2 and SIP pres)
2
8,297
53.34698
1
male
0
5
160
Lung Cancer
Cancer
3
12
$25-$50k
0
3,856
2,521.207
2,108.17969
8
white
23.796875
18
0.585938
0.265991
1
0
0
metastatic
0.5
0.2
no dnr
5
109
12.599609
122
20
36.19531
null
null
0.299988
0.699951
132
null
null
null
null
1
0
no(M2 and SIP pres)
0
8,298
58.90997
1
female
0
9
55
COPD
COPD/CHF/Cirrhosis
4
8
under $11k
0
7,424
4,781.4648
5,585.58984
9
white
15.898438
32
0.918945
0.863892
1
1
0
no
0.95
0.95
no dnr
9
75
11.099609
66
24
36.29688
204.75
3.799805
0.5
0.899902
143
7.439453
null
null
null
1
2
no(M2 and SIP pres)
2
8,299
85.94696
1
male
0
11
127
COPD
COPD/CHF/Cirrhosis
3
16
under $11k
0
7,914
5,262.6758
5,151.19922
8.5
white
17.296875
30
0.784912
0.655884
1
1
1
no
1
1
no dnr
11
60
8.199219
79
24
35.89844
null
null
0.5
1.199951
131
null
null
null
null
null
null
Coma or Intub
4.84375
8,300
22.55699
1
male
0
5
6
MOSF w/Malig
ARF/MOSF
3
13
under $11k
0
17,616
12,264.8516
9,851.84375
41
white
38.195313
57
0.403992
0.284973
1
0
0
yes
0.01
0.000001
dnr after sadm
5
114
2.5
146
36
39.59375
304.75
2.799805
0.799927
2.199707
125
7.479492
null
null
null
null
5
<2 mo. follow-up
5