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icd10_code
string
code_description
string
n_correct_any_position
int64
n_total_any_position
int64
ppv_any_position
float64
n_correct_any_secondary_position
float64
n_total_any_secondary_position
float64
ppv_any_secondary_position
float64
n_is_active_any_position
int64
n_total_any_position_is_active
int64
ppv_any_position_is_active
float64
n_is_active_any_secondary_position
float64
n_total_any_secondary_position_is_active
float64
ppv_any_secondary_position_is_active
float64
n_is_active_after_admission_any_position
int64
n_total_any_position_is_active_after_admission
int64
ppv_any_position_is_active_after_admission
float64
n_is_active_after_admission_any_secondary_position
float64
n_total_any_secondary_position_is_active_after_admission
float64
ppv_any_secondary_position_is_active_after_admission
float64
n_correct_dx1
float64
n_total_dx1
float64
ppv_dx1
float64
n_is_active_dx1
float64
n_total_dx1_is_active
float64
ppv_dx1_is_active
float64
n_is_active_after_admission_dx1
float64
n_total_dx1_is_active_after_admission
float64
ppv_dx1_is_active_after_admission
float64
n_correct_dx2
float64
n_total_dx2
float64
ppv_dx2
float64
n_is_active_dx2
float64
n_total_dx2_is_active
float64
ppv_dx2_is_active
float64
n_is_active_after_admission_dx2
float64
n_total_dx2_is_active_after_admission
float64
ppv_dx2_is_active_after_admission
float64
n_correct_dx3
float64
n_total_dx3
float64
ppv_dx3
float64
n_is_active_dx3
float64
n_total_dx3_is_active
float64
ppv_dx3_is_active
float64
n_is_active_after_admission_dx3
float64
n_total_dx3_is_active_after_admission
float64
ppv_dx3_is_active_after_admission
float64
n_correct_dx4
float64
n_total_dx4
float64
ppv_dx4
float64
n_is_active_dx4
float64
n_total_dx4_is_active
float64
ppv_dx4_is_active
float64
n_is_active_after_admission_dx4
float64
n_total_dx4_is_active_after_admission
float64
ppv_dx4_is_active_after_admission
float64
n_correct_dx5
float64
n_total_dx5
float64
ppv_dx5
float64
n_is_active_dx5
float64
n_total_dx5_is_active
float64
ppv_dx5_is_active
float64
n_is_active_after_admission_dx5
float64
n_total_dx5_is_active_after_admission
float64
ppv_dx5_is_active_after_admission
float64
n_correct_dx6
float64
n_total_dx6
float64
ppv_dx6
float64
n_is_active_dx6
float64
n_total_dx6_is_active
float64
ppv_dx6_is_active
float64
n_is_active_after_admission_dx6
float64
n_total_dx6_is_active_after_admission
float64
ppv_dx6_is_active_after_admission
float64
n_correct_dx7
float64
n_total_dx7
float64
ppv_dx7
float64
n_is_active_dx7
float64
n_total_dx7_is_active
float64
ppv_dx7_is_active
float64
n_is_active_after_admission_dx7
float64
n_total_dx7_is_active_after_admission
float64
ppv_dx7_is_active_after_admission
float64
n_correct_dx8
float64
n_total_dx8
float64
ppv_dx8
float64
n_is_active_dx8
float64
n_total_dx8_is_active
float64
ppv_dx8_is_active
float64
n_is_active_after_admission_dx8
float64
n_total_dx8_is_active_after_admission
float64
ppv_dx8_is_active_after_admission
float64
n_correct_dx9
float64
n_total_dx9
float64
ppv_dx9
float64
n_is_active_dx9
float64
n_total_dx9_is_active
float64
ppv_dx9_is_active
float64
n_is_active_after_admission_dx9
float64
n_total_dx9_is_active_after_admission
float64
ppv_dx9_is_active_after_admission
float64
n_correct_dx10
float64
n_total_dx10
float64
ppv_dx10
float64
n_is_active_dx10
float64
n_total_dx10_is_active
float64
ppv_dx10_is_active
float64
n_is_active_after_admission_dx10
float64
n_total_dx10_is_active_after_admission
float64
ppv_dx10_is_active_after_admission
float64
n_correct_dx11
float64
n_total_dx11
float64
ppv_dx11
float64
n_is_active_dx11
float64
n_total_dx11_is_active
float64
ppv_dx11_is_active
float64
n_is_active_after_admission_dx11
float64
n_total_dx11_is_active_after_admission
float64
ppv_dx11_is_active_after_admission
float64
n_correct_dx12
float64
n_total_dx12
float64
ppv_dx12
float64
n_is_active_dx12
float64
n_total_dx12_is_active
float64
ppv_dx12_is_active
float64
n_is_active_after_admission_dx12
float64
n_total_dx12_is_active_after_admission
float64
ppv_dx12_is_active_after_admission
float64
n_correct_dx13
float64
n_total_dx13
float64
ppv_dx13
float64
n_is_active_dx13
float64
n_total_dx13_is_active
float64
ppv_dx13_is_active
float64
n_is_active_after_admission_dx13
float64
n_total_dx13_is_active_after_admission
float64
ppv_dx13_is_active_after_admission
float64
n_correct_dx14
float64
n_total_dx14
float64
ppv_dx14
float64
n_is_active_dx14
float64
n_total_dx14_is_active
float64
ppv_dx14_is_active
float64
n_is_active_after_admission_dx14
float64
n_total_dx14_is_active_after_admission
float64
ppv_dx14_is_active_after_admission
float64
n_correct_dx15
float64
n_total_dx15
float64
ppv_dx15
float64
n_is_active_dx15
float64
n_total_dx15_is_active
float64
ppv_dx15_is_active
float64
n_is_active_after_admission_dx15
float64
n_total_dx15_is_active_after_admission
float64
ppv_dx15_is_active_after_admission
float64
n_correct_dx16
float64
n_total_dx16
float64
ppv_dx16
float64
n_is_active_dx16
float64
n_total_dx16_is_active
float64
ppv_dx16_is_active
float64
n_is_active_after_admission_dx16
float64
n_total_dx16_is_active_after_admission
float64
ppv_dx16_is_active_after_admission
float64
n_correct_dx17
float64
n_total_dx17
float64
ppv_dx17
float64
n_is_active_dx17
float64
n_total_dx17_is_active
float64
ppv_dx17_is_active
float64
n_is_active_after_admission_dx17
float64
n_total_dx17_is_active_after_admission
float64
ppv_dx17_is_active_after_admission
float64
n_correct_dx18
float64
n_total_dx18
float64
ppv_dx18
float64
n_is_active_dx18
float64
n_total_dx18_is_active
float64
ppv_dx18_is_active
float64
n_is_active_after_admission_dx18
float64
n_total_dx18_is_active_after_admission
float64
ppv_dx18_is_active_after_admission
float64
n_correct_dx19
float64
n_total_dx19
float64
ppv_dx19
float64
n_is_active_dx19
float64
n_total_dx19_is_active
float64
ppv_dx19_is_active
float64
n_is_active_after_admission_dx19
float64
n_total_dx19_is_active_after_admission
float64
ppv_dx19_is_active_after_admission
float64
n_correct_dx20
float64
n_total_dx20
float64
ppv_dx20
float64
n_is_active_dx20
float64
n_total_dx20_is_active
float64
ppv_dx20_is_active
float64
n_is_active_after_admission_dx20
float64
n_total_dx20_is_active_after_admission
float64
ppv_dx20_is_active_after_admission
float64
n_correct_dx21
float64
n_total_dx21
float64
ppv_dx21
float64
n_is_active_dx21
float64
n_total_dx21_is_active
float64
ppv_dx21_is_active
float64
n_is_active_after_admission_dx21
float64
n_total_dx21_is_active_after_admission
float64
ppv_dx21_is_active_after_admission
float64
n_correct_dx22
float64
n_total_dx22
float64
ppv_dx22
float64
n_is_active_dx22
float64
n_total_dx22_is_active
float64
ppv_dx22_is_active
float64
n_is_active_after_admission_dx22
float64
n_total_dx22_is_active_after_admission
float64
ppv_dx22_is_active_after_admission
float64
n_correct_dx23
float64
n_total_dx23
float64
ppv_dx23
float64
n_is_active_dx23
float64
n_total_dx23_is_active
float64
ppv_dx23_is_active
float64
n_is_active_after_admission_dx23
float64
n_total_dx23_is_active_after_admission
float64
ppv_dx23_is_active_after_admission
float64
n_correct_dx24
float64
n_total_dx24
float64
ppv_dx24
float64
n_is_active_dx24
float64
n_total_dx24_is_active
float64
ppv_dx24_is_active
float64
n_is_active_after_admission_dx24
float64
n_total_dx24_is_active_after_admission
float64
ppv_dx24_is_active_after_admission
float64
n_correct_dx25
float64
n_total_dx25
float64
ppv_dx25
float64
n_is_active_dx25
float64
n_total_dx25_is_active
float64
ppv_dx25_is_active
float64
n_is_active_after_admission_dx25
float64
n_total_dx25_is_active_after_admission
float64
ppv_dx25_is_active_after_admission
float64
n_correct_dx26
float64
n_total_dx26
float64
ppv_dx26
float64
n_is_active_dx26
float64
n_total_dx26_is_active
float64
ppv_dx26_is_active
float64
n_is_active_after_admission_dx26
float64
n_total_dx26_is_active_after_admission
float64
ppv_dx26_is_active_after_admission
float64
n_correct_dx27
float64
n_total_dx27
float64
ppv_dx27
float64
n_is_active_dx27
float64
n_total_dx27_is_active
float64
ppv_dx27_is_active
float64
n_is_active_after_admission_dx27
float64
n_total_dx27_is_active_after_admission
float64
ppv_dx27_is_active_after_admission
float64
n_correct_dx28
float64
n_total_dx28
float64
ppv_dx28
float64
n_is_active_dx28
float64
n_total_dx28_is_active
float64
ppv_dx28_is_active
float64
n_is_active_after_admission_dx28
float64
n_total_dx28_is_active_after_admission
float64
ppv_dx28_is_active_after_admission
float64
n_correct_dx29
float64
n_total_dx29
float64
ppv_dx29
float64
n_is_active_dx29
float64
n_total_dx29_is_active
float64
ppv_dx29_is_active
float64
n_is_active_after_admission_dx29
float64
n_total_dx29_is_active_after_admission
float64
ppv_dx29_is_active_after_admission
float64
n_correct_dx30
float64
n_total_dx30
float64
ppv_dx30
float64
n_is_active_dx30
float64
n_total_dx30_is_active
float64
ppv_dx30_is_active
float64
n_is_active_after_admission_dx30
float64
n_total_dx30_is_active_after_admission
float64
ppv_dx30_is_active_after_admission
float64
n_correct_dx31
float64
n_total_dx31
float64
ppv_dx31
float64
n_is_active_dx31
float64
n_total_dx31_is_active
float64
ppv_dx31_is_active
float64
n_is_active_after_admission_dx31
float64
n_total_dx31_is_active_after_admission
float64
ppv_dx31_is_active_after_admission
float64
n_correct_dx32
float64
n_total_dx32
float64
ppv_dx32
float64
n_is_active_dx32
float64
n_total_dx32_is_active
float64
ppv_dx32_is_active
float64
n_is_active_after_admission_dx32
float64
n_total_dx32_is_active_after_admission
float64
ppv_dx32_is_active_after_admission
float64
n_correct_dx33
float64
n_total_dx33
float64
ppv_dx33
float64
n_is_active_dx33
float64
n_total_dx33_is_active
float64
ppv_dx33_is_active
float64
n_is_active_after_admission_dx33
float64
n_total_dx33_is_active_after_admission
float64
ppv_dx33_is_active_after_admission
float64
n_correct_dx34
float64
n_total_dx34
float64
ppv_dx34
float64
n_is_active_dx34
float64
n_total_dx34_is_active
float64
ppv_dx34_is_active
float64
n_is_active_after_admission_dx34
float64
n_total_dx34_is_active_after_admission
float64
ppv_dx34_is_active_after_admission
float64
n_correct_dx35
float64
n_total_dx35
float64
ppv_dx35
float64
n_is_active_dx35
float64
n_total_dx35_is_active
float64
ppv_dx35_is_active
float64
n_is_active_after_admission_dx35
float64
n_total_dx35_is_active_after_admission
float64
ppv_dx35_is_active_after_admission
float64
n_correct_dx36
float64
n_total_dx36
float64
ppv_dx36
float64
n_is_active_dx36
float64
n_total_dx36_is_active
float64
ppv_dx36_is_active
float64
n_is_active_after_admission_dx36
float64
n_total_dx36_is_active_after_admission
float64
ppv_dx36_is_active_after_admission
float64
n_correct_dx37
float64
n_total_dx37
float64
ppv_dx37
float64
n_is_active_dx37
float64
n_total_dx37_is_active
float64
ppv_dx37_is_active
float64
n_is_active_after_admission_dx37
float64
n_total_dx37_is_active_after_admission
float64
ppv_dx37_is_active_after_admission
float64
n_correct_dx38
float64
n_total_dx38
float64
ppv_dx38
float64
n_is_active_dx38
float64
n_total_dx38_is_active
float64
ppv_dx38_is_active
float64
n_is_active_after_admission_dx38
float64
n_total_dx38_is_active_after_admission
float64
ppv_dx38_is_active_after_admission
float64
correct_dx39
float64
total_dx39_correct
float64
PPV_dx39_correct
float64
I10
Essential (primary) hypertension
22,811
23,761
96
22,770
23,719
96
1,076
20,766
5.18
1,044
20,730
5.04
41
20,238
0.2
41
20,202
0.2
41
42
97.62
32
36
88.89
0
36
0
1,864
1,934
96.38
91
1,705
5.34
3
1,567
0.19
2,881
2,990
96.35
149
2,626
5.67
8
2,494
0.32
2,488
2,581
96.4
123
2,267
5.43
8
2,197
0.36
2,535
2,634
96.24
127
2,311
5.5
2
2,266
0.09
2,386
2,471
96.56
99
2,179
4.54
6
2,136
0.28
2,087
2,171
96.13
105
1,894
5.54
3
1,863
0.16
1,785
1,835
97.28
69
1,618
4.26
2
1,605
0.12
1,481
1,547
95.73
71
1,360
5.22
0
1,341
0
1,155
1,214
95.14
42
1,064
3.95
0
1,055
0
942
985
95.63
40
861
4.65
2
852
0.23
708
738
95.93
28
640
4.38
0
640
0
564
590
95.59
26
510
5.1
1
503
0.2
467
496
94.15
22
421
5.23
3
418
0.72
408
432
94.44
14
367
3.81
2
365
0.55
268
279
96.06
13
245
5.31
1
243
0.41
180
203
88.67
4
164
2.44
0
162
0
157
165
95.15
5
140
3.57
0
138
0
124
132
93.94
3
110
2.73
0
109
0
89
100
89
2
78
2.56
0
78
0
68
72
94.44
1
60
1.67
0
60
0
46
51
90.2
2
40
5
0
40
0
23
27
85.19
0
16
0
0
16
0
19
22
86.36
2
17
11.76
0
17
0
19
21
90.48
2
16
12.5
0
16
0
13
15
86.67
2
11
18.18
0
11
0
5
6
83.33
1
5
20
0
5
0
2
2
100
1
2
50
0
2
0
5
5
100
0
2
0
0
2
0
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
E785
Hyperlipidemia, unspecified
21,668
22,954
94.4
21,666
22,952
94.4
19
19,691
0.1
19
19,689
0.1
4
19,246
0.02
4
19,244
0.02
2
2
100
0
2
0
0
2
0
363
401
90.52
3
330
0.91
2
301
0.66
846
910
92.97
0
772
0
0
713
0
1,496
1,600
93.5
3
1,390
0.22
0
1,329
0
1,817
1,926
94.34
2
1,649
0.12
0
1,590
0
1,887
2,012
93.79
2
1,744
0.11
0
1,700
0
1,936
2,036
95.09
2
1,751
0.11
0
1,706
0
1,868
1,988
93.96
2
1,710
0.12
0
1,679
0
1,823
1,941
93.92
2
1,656
0.12
0
1,633
0
1,633
1,723
94.78
0
1,488
0
0
1,470
0
1,485
1,576
94.23
0
1,340
0
0
1,324
0
1,309
1,378
94.99
2
1,186
0.17
1
1,169
0.09
1,017
1,080
94.17
0
911
0
0
902
0
911
938
97.12
1
831
0.12
1
822
0.12
739
774
95.48
0
668
0
0
658
0
634
666
95.2
0
567
0
0
563
0
511
534
95.69
0
449
0
0
447
0
389
406
95.81
0
343
0
0
338
0
275
292
94.18
0
258
0
0
258
0
212
227
93.39
0
194
0
0
192
0
154
163
94.48
0
140
0
0
139
0
113
119
94.96
0
97
0
0
97
0
92
95
96.84
0
80
0
0
80
0
49
53
92.45
0
45
0
0
45
0
34
38
89.47
0
30
0
0
30
0
34
34
100
0
28
0
0
28
0
18
19
94.74
0
15
0
0
15
0
5
6
83.33
0
3
0
0
2
0
6
6
100
0
5
0
0
5
0
6
6
100
0
5
0
0
5
0
2
3
66.67
0
3
0
0
3
0
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
1
1
100
0
0
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Z87891
Personal history of nicotine dependence
8,406
18,819
44.67
8,406
18,819
44.67
0
7,654
0
0
7,654
0
0
7,506
0
0
7,506
0
null
null
null
null
null
null
null
null
null
38
140
27.14
0
35
0
0
33
0
90
396
22.73
0
81
0
0
75
0
127
650
19.54
0
113
0
0
108
0
153
828
18.48
0
142
0
0
135
0
245
1,023
23.95
0
231
0
0
224
0
325
1,154
28.16
0
299
0
0
286
0
293
1,260
23.25
0
274
0
0
262
0
369
1,323
27.89
0
349
0
0
340
0
419
1,359
30.83
0
381
0
0
371
0
501
1,266
39.57
0
458
0
0
451
0
577
1,225
47.1
0
530
0
0
514
0
551
1,176
46.85
0
519
0
0
511
0
560
1,000
56
0
520
0
0
513
0
596
995
59.9
0
540
0
0
531
0
569
858
66.32
0
505
0
0
498
0
500
737
67.84
0
450
0
0
446
0
465
679
68.48
0
423
0
0
420
0
400
563
71.05
0
363
0
0
361
0
347
491
70.67
0
323
0
0
319
0
297
393
75.57
0
266
0
0
259
0
256
349
73.35
0
231
0
0
230
0
187
261
71.65
0
166
0
0
166
0
166
213
77.93
0
144
0
0
143
0
105
141
74.47
0
87
0
0
86
0
107
130
82.31
0
86
0
0
86
0
65
82
79.27
0
56
0
0
56
0
53
69
76.81
0
46
0
0
46
0
25
30
83.33
0
19
0
0
19
0
11
15
73.33
0
10
0
0
10
0
6
9
66.67
0
4
0
0
4
0
3
4
75
0
3
0
0
3
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
K219
Gastro-esophageal reflux disease without esophagitis
14,335
15,901
90.15
14,260
15,824
90.12
276
12,990
2.12
226
12,924
1.75
21
12,679
0.17
21
12,613
0.17
75
77
97.4
50
66
75.76
0
66
0
162
202
80.2
21
148
14.19
0
139
0
402
478
84.1
21
379
5.54
1
343
0.29
677
778
87.02
26
618
4.21
4
590
0.68
893
1,021
87.46
21
825
2.55
0
796
0
1,018
1,162
87.61
19
917
2.07
3
883
0.34
1,180
1,323
89.19
24
1,091
2.2
1
1,050
0.1
1,104
1,259
87.69
21
1,010
2.08
2
991
0.2
1,113
1,273
87.43
11
1,010
1.09
2
989
0.2
1,085
1,171
92.66
11
986
1.12
2
972
0.21
1,038
1,145
90.66
12
938
1.28
1
923
0.11
923
1,000
92.3
13
829
1.57
1
814
0.12
853
932
91.52
6
758
0.79
0
743
0
704
768
91.67
4
643
0.62
2
635
0.31
633
672
94.2
8
572
1.4
1
562
0.18
512
537
95.34
4
461
0.87
1
458
0.22
467
493
94.73
2
416
0.48
0
412
0
379
398
95.23
2
336
0.6
0
333
0
284
309
91.91
0
256
0
0
256
0
242
259
93.44
0
216
0
0
214
0
164
177
92.66
0
147
0
0
146
0
127
138
92.03
0
113
0
0
110
0
99
108
91.67
0
81
0
0
80
0
69
74
93.24
0
59
0
0
59
0
48
55
87.27
0
44
0
0
44
0
38
40
95
0
33
0
0
33
0
23
29
79.31
0
19
0
0
19
0
13
13
100
0
10
0
0
10
0
2
2
100
0
1
0
0
1
0
4
4
100
0
4
0
0
4
0
3
3
100
0
3
0
0
3
0
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
F329
Major depressive disorder, single episode, unspecified
10,154
11,961
84.89
9,976
11,750
84.9
719
9,243
7.78
556
9,078
6.12
17
9,039
0.19
17
8,874
0.19
178
211
84.36
163
165
98.79
0
165
0
300
431
69.61
25
272
9.19
0
245
0
349
466
74.89
36
313
11.5
1
298
0.34
502
613
81.89
39
458
8.52
0
432
0
524
645
81.24
38
491
7.74
0
477
0
724
839
86.29
54
650
8.31
4
626
0.64
763
890
85.73
44
694
6.34
1
683
0.15
775
879
88.17
43
722
5.96
1
701
0.14
733
870
84.25
42
680
6.18
1
670
0.15
713
824
86.53
33
642
5.14
1
626
0.16
669
781
85.66
34
605
5.62
1
600
0.17
636
731
87
26
575
4.52
2
570
0.35
558
657
84.93
33
516
6.4
0
507
0
498
576
86.46
20
456
4.39
0
453
0
443
503
88.07
22
396
5.56
1
394
0.25
370
421
87.89
11
332
3.31
1
329
0.3
327
375
87.2
15
297
5.05
1
295
0.34
236
266
88.72
8
206
3.88
1
206
0.49
215
253
84.98
8
190
4.21
0
188
0
162
181
89.5
6
152
3.95
0
149
0
116
135
85.93
4
116
3.45
0
113
0
121
127
95.28
9
111
8.11
1
110
0.91
83
96
86.46
3
68
4.41
0
66
0
46
53
86.79
1
38
2.63
0
38
0
44
58
75.86
0
40
0
0
40
0
31
37
83.78
1
27
3.7
0
27
0
19
20
95
0
15
0
0
15
0
11
13
84.62
0
10
0
0
10
0
7
8
87.5
1
6
16.67
0
6
0
1
1
100
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
I2510
Atherosclerotic heart disease of native coronary artery without angina pectoris
10,521
11,197
93.96
10,068
10,739
93.75
509
9,563
5.32
230
9,151
2.51
4
9,410
0.04
4
8,998
0.04
453
458
98.91
279
412
67.72
0
412
0
282
299
94.31
16
263
6.08
0
245
0
499
525
95.05
29
441
6.58
0
424
0
642
676
94.97
32
605
5.29
0
578
0
799
842
94.89
23
714
3.22
0
701
0
881
921
95.66
24
805
2.98
2
787
0.25
949
1,002
94.71
18
878
2.05
0
861
0
869
922
94.25
15
785
1.91
1
777
0.13
842
899
93.66
19
772
2.46
0
757
0
799
839
95.23
9
724
1.24
0
719
0
645
695
92.81
11
586
1.88
0
585
0
631
678
93.07
9
565
1.59
0
562
0
519
559
92.84
8
478
1.67
1
474
0.21
434
470
92.34
8
387
2.07
0
384
0
330
353
93.48
2
299
0.67
0
299
0
227
255
89.02
2
197
1.02
0
195
0
215
228
94.3
0
197
0
0
196
0
125
141
88.65
1
111
0.9
0
110
0
100
111
90.09
2
89
2.25
0
89
0
89
105
84.76
0
79
0
0
79
0
50
61
81.97
1
48
2.08
0
48
0
45
46
97.83
0
42
0
0
42
0
31
37
83.78
0
28
0
0
28
0
24
27
88.89
1
22
4.55
0
22
0
17
19
89.47
0
15
0
0
15
0
8
10
80
0
7
0
0
7
0
7
8
87.5
0
6
0
0
6
0
4
6
66.67
0
4
0
0
4
0
3
3
100
0
2
0
0
2
0
2
2
100
0
2
0
0
2
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
F419
Anxiety disorder, unspecified
8,738
10,034
87.08
8,712
10,008
87.05
1,033
7,991
12.93
1,009
7,966
12.67
49
7,803
0.63
49
7,778
0.63
26
26
100
24
25
96
0
25
0
210
248
84.68
61
191
31.94
2
176
1.14
332
384
86.46
89
303
29.37
1
278
0.36
532
609
87.36
120
496
24.19
6
469
1.28
612
704
86.93
77
561
13.73
4
543
0.74
724
823
87.97
96
670
14.33
1
661
0.15
711
808
88
89
650
13.69
6
629
0.95
680
797
85.32
78
610
12.79
2
599
0.33
671
760
88.29
71
613
11.58
3
600
0.5
669
759
88.14
60
621
9.66
3
611
0.49
520
601
86.52
45
470
9.57
6
460
1.3
483
553
87.34
47
450
10.44
5
446
1.12
442
496
89.11
24
412
5.83
2
407
0.49
391
443
88.26
32
346
9.25
0
343
0
342
382
89.53
30
314
9.55
2
309
0.65
320
362
88.4
27
286
9.44
0
284
0
234
266
87.97
8
211
3.79
1
209
0.48
221
257
85.99
15
202
7.43
1
200
0.5
147
176
83.52
11
131
8.4
1
129
0.78
120
144
83.33
8
113
7.08
0
112
0
107
125
85.6
4
99
4.04
1
97
1.03
66
80
82.5
4
57
7.02
0
56
0
59
74
79.73
4
56
7.14
1
56
1.79
37
47
78.72
3
34
8.82
0
34
0
32
41
78.05
4
27
14.81
0
27
0
18
22
81.82
2
18
11.11
1
18
5.56
11
18
61.11
0
10
0
0
10
0
13
18
72.22
0
9
0
0
9
0
4
6
66.67
0
3
0
0
3
0
1
1
100
0
0
0
0
0
0
1
1
100
0
1
0
0
1
0
2
2
100
0
2
0
0
2
0
0
1
0
0
0
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
N179
acute kidney failure/injury/injury, unspecified
7,369
9,533
77.3
6,528
8,662
75.36
6,636
6,731
98.59
5,870
5,965
98.41
1,782
6,731
26.47
1,779
5,965
29.82
841
871
96.56
766
766
100
3
766
0.39
1,776
2,258
78.65
1,612
1,626
99.14
332
1,626
20.42
1,983
2,691
73.69
1,802
1,830
98.47
538
1,830
29.4
1,020
1,369
74.51
921
938
98.19
312
938
33.26
642
869
73.88
568
579
98.1
200
579
34.54
422
549
76.87
371
382
97.12
143
382
37.43
250
328
76.22
221
225
98.22
91
225
40.44
174
230
75.65
154
155
99.35
59
155
38.06
94
128
73.44
80
81
98.77
40
81
49.38
52
69
75.36
45
50
90
18
50
36
33
51
64.71
30
30
100
10
30
33.33
31
44
70.45
27
30
90
12
30
40
17
23
73.91
14
14
100
10
14
71.43
9
15
60
6
6
100
4
6
66.67
5
8
62.5
5
5
100
3
5
60
6
9
66.67
4
4
100
1
4
25
4
9
44.44
2
2
100
1
2
50
2
2
100
2
2
100
1
2
50
2
3
66.67
1
1
100
1
1
100
1
1
100
1
1
100
0
1
0
2
2
100
1
1
100
1
1
100
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
3
3
100
3
3
100
2
3
66.67
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
1
0
0
0
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
E039
Hypothyroidism, unspecified
7,621
7,748
98.36
7,610
7,737
98.36
121
6,919
1.75
113
6,909
1.64
18
6,771
0.27
18
6,761
0.27
11
11
100
8
10
80
0
10
0
196
201
97.51
4
176
2.27
1
161
0.62
313
318
98.43
6
292
2.05
0
263
0
433
442
97.96
5
390
1.28
0
372
0
586
597
98.16
5
530
0.94
1
518
0.19
603
613
98.37
7
556
1.26
0
542
0
570
577
98.79
6
526
1.14
1
517
0.19
603
617
97.73
5
554
0.9
0
545
0
598
612
97.71
11
538
2.04
3
530
0.57
577
583
98.97
10
529
1.89
2
519
0.39
536
545
98.35
11
484
2.27
1
482
0.21
471
477
98.74
4
431
0.93
0
425
0
386
392
98.47
4
347
1.15
0
346
0
332
340
97.65
7
299
2.34
1
293
0.34
295
298
98.99
6
261
2.3
3
257
1.17
264
266
99.25
4
238
1.68
2
238
0.84
204
207
98.55
3
186
1.61
1
184
0.54
161
164
98.17
2
145
1.38
0
144
0
144
148
97.3
1
124
0.81
0
124
0
95
95
100
0
85
0
0
84
0
67
67
100
6
60
10
2
59
3.39
52
53
98.11
1
48
2.08
0
48
0
42
42
100
1
38
2.63
0
38
0
32
33
96.97
1
28
3.57
0
28
0
16
16
100
1
15
6.67
0
15
0
16
16
100
1
13
7.69
0
13
0
12
12
100
1
10
10
0
10
0
4
4
100
0
4
0
0
4
0
null
null
null
null
null
null
null
null
null
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Z7901
Long term (current) use of anticoagulants
7,519
7,609
98.82
7,519
7,609
98.82
8
6,811
0.12
8
6,811
0.12
1
6,681
0.01
1
6,681
0.01
null
null
null
null
null
null
null
null
null
28
28
100
0
26
0
0
26
0
130
130
100
0
122
0
0
115
0
208
212
98.11
0
192
0
0
182
0
391
396
98.74
0
371
0
0
359
0
435
437
99.54
1
392
0.26
1
380
0.26
477
481
99.17
0
442
0
0
434
0
503
509
98.82
0
457
0
0
444
0
570
578
98.62
1
510
0.2
0
496
0
552
558
98.92
0
509
0
0
500
0
519
525
98.86
0
469
0
0
464
0
462
471
98.09
0
418
0
0
405
0
485
488
99.39
2
436
0.46
0
430
0
483
484
99.79
0
435
0
0
429
0
364
368
98.91
1
330
0.3
0
326
0
338
344
98.26
0
305
0
0
303
0
274
280
97.86
2
246
0.81
0
243
0
250
251
99.6
0
220
0
0
219
0
220
225
97.78
1
194
0.52
0
193
0
199
203
98.03
0
179
0
0
178
0
160
162
98.77
0
141
0
0
139
0
105
107
98.13
0
95
0
0
95
0
114
115
99.13
0
102
0
0
102
0
81
82
98.78
0
73
0
0
73
0
65
66
98.48
0
59
0
0
59
0
42
43
97.67
0
36
0
0
36
0
24
25
96
0
22
0
0
21
0
16
17
94.12
0
13
0
0
13
0
12
12
100
0
10
0
0
10
0
2
2
100
0
2
0
0
2
0
3
3
100
0
3
0
0
3
0
4
4
100
0
2
0
0
2
0
3
3
100
0
0
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Z794
Long term (current) use of insulin
7,179
7,452
96.34
7,179
7,452
96.34
12
6,445
0.19
12
6,445
0.19
2
6,360
0.03
2
6,360
0.03
null
null
null
null
null
null
null
null
null
26
26
100
0
21
0
0
21
0
104
106
98.11
0
96
0
0
94
0
188
195
96.41
1
176
0.57
1
172
0.58
297
311
95.5
0
270
0
0
262
0
389
405
96.05
0
359
0
0
351
0
494
519
95.18
0
450
0
0
446
0
521
554
94.04
2
483
0.41
0
475
0
521
550
94.73
0
476
0
0
467
0
537
564
95.21
2
483
0.41
0
480
0
489
511
95.69
2
446
0.45
0
437
0
466
483
96.48
1
415
0.24
1
409
0.24
408
422
96.68
0
357
0
0
351
0
366
377
97.08
0
330
0
0
328
0
395
408
96.81
0
355
0
0
351
0
333
346
96.24
0
293
0
0
289
0
300
304
98.68
0
265
0
0
264
0
254
262
96.95
1
223
0.45
0
222
0
208
212
98.11
0
189
0
0
188
0
183
185
98.92
1
158
0.63
0
158
0
157
158
99.37
0
141
0
0
140
0
145
145
100
0
124
0
0
123
0
109
113
96.46
1
94
1.06
0
92
0
82
84
97.62
0
68
0
0
67
0
84
85
98.82
1
69
1.45
0
69
0
42
43
97.67
0
40
0
0
40
0
29
30
96.67
0
23
0
0
23
0
24
24
100
0
18
0
0
18
0
17
18
94.44
0
14
0
0
14
0
7
7
100
0
7
0
0
7
0
4
4
100
0
2
0
0
2
0
0
1
0
0
0
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
E119
Type 2 diabetes mellitus without complications
6,889
7,225
95.35
6,888
7,224
95.35
114
6,272
1.82
114
6,271
1.82
32
6,118
0.52
32
6,117
0.52
1
1
100
0
1
0
0
1
0
364
382
95.29
6
333
1.8
0
305
0
635
663
95.78
15
572
2.62
3
542
0.55
715
739
96.75
14
653
2.14
6
637
0.94
766
795
96.35
15
692
2.17
2
677
0.3
772
808
95.54
11
701
1.57
3
687
0.44
661
691
95.66
9
610
1.48
5
597
0.84
540
565
95.58
10
497
2.01
4
490
0.82
480
508
94.49
13
429
3.03
3
418
0.72
420
445
94.38
4
389
1.03
2
384
0.52
320
342
93.57
2
291
0.69
1
286
0.35
288
306
94.12
2
260
0.77
0
259
0
201
212
94.81
4
193
2.07
0
190
0
166
175
94.86
4
152
2.63
3
150
2
140
147
95.24
1
123
0.81
0
122
0
108
113
95.58
1
102
0.98
0
100
0
88
96
91.67
1
81
1.23
0
81
0
61
65
93.85
1
53
1.89
0
53
0
53
56
94.64
0
47
0
0
46
0
40
41
97.56
1
33
3.03
0
33
0
20
21
95.24
0
16
0
0
16
0
15
15
100
0
15
0
0
15
0
14
15
93.33
0
9
0
0
9
0
7
8
87.5
0
7
0
0
7
0
3
3
100
0
3
0
0
3
0
5
5
100
0
5
0
0
5
0
2
3
66.67
0
2
0
0
2
0
2
3
66.67
0
1
0
0
1
0
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
D649
Anemia, unspecified
5,949
6,378
93.27
5,905
6,329
93.3
2,126
5,310
40.04
2,088
5,270
39.62
183
5,260
3.48
183
5,220
3.51
44
49
89.8
38
40
95
0
40
0
112
131
85.5
46
102
45.1
6
100
6
194
219
88.58
65
165
39.39
7
162
4.32
284
305
93.11
108
253
42.69
12
249
4.82
325
363
89.53
102
303
33.66
12
298
4.03
432
470
91.91
152
392
38.78
15
389
3.86
390
423
92.2
127
353
35.98
13
348
3.74
377
403
93.55
122
342
35.67
12
338
3.55
386
418
92.34
145
350
41.43
9
345
2.61
337
369
91.33
102
302
33.77
12
300
4
353
381
92.65
122
309
39.48
6
308
1.95
374
397
94.21
146
341
42.82
8
340
2.35
322
334
96.41
114
288
39.58
6
284
2.11
282
299
94.31
91
248
36.69
5
244
2.05
294
308
95.45
116
273
42.49
7
270
2.59
246
259
94.98
84
217
38.71
9
215
4.19
199
209
95.22
77
169
45.56
5
169
2.96
196
208
94.23
64
176
36.36
6
174
3.45
177
182
97.25
58
155
37.42
5
155
3.23
136
143
95.1
46
124
37.1
9
124
7.26
131
134
97.76
44
110
40
3
110
2.73
104
106
98.11
46
90
51.11
3
90
3.33
67
70
95.71
28
56
50
4
56
7.14
68
70
97.14
35
57
61.4
4
57
7.02
46
49
93.88
14
33
42.42
2
33
6.06
29
31
93.55
14
26
53.85
1
26
3.85
23
23
100
10
19
52.63
0
19
0
8
11
72.73
6
7
85.71
0
7
0
8
9
88.89
2
7
28.57
1
7
14.29
1
1
100
0
0
0
0
0
0
3
3
100
2
2
100
1
2
50
null
null
null
null
null
null
null
null
null
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
G4733
Obstructive sleep apnea (adult) (pediatric)
5,133
6,354
80.78
5,128
6,349
80.77
46
4,660
0.99
41
4,655
0.88
14
4,542
0.31
14
4,537
0.31
5
5
100
5
5
100
0
5
0
74
101
73.27
3
69
4.35
0
62
0
160
197
81.22
1
144
0.69
0
127
0
252
319
79
4
227
1.76
1
219
0.46
307
396
77.53
2
286
0.7
0
276
0
381
468
81.41
3
350
0.86
1
341
0.29
390
487
80.08
2
346
0.58
1
332
0.3
407
511
79.65
3
377
0.8
0
370
0
410
513
79.92
3
378
0.79
2
371
0.54
373
472
79.03
2
340
0.59
1
333
0.3
377
455
82.86
2
339
0.59
0
336
0
338
425
79.53
2
307
0.65
1
296
0.34
327
385
84.94
2
291
0.69
1
287
0.35
265
316
83.86
1
237
0.42
0
233
0
246
282
87.23
1
229
0.44
1
226
0.44
194
247
78.54
3
180
1.67
2
177
1.13
148
182
81.32
2
132
1.52
1
130
0.77
132
160
82.5
0
117
0
0
116
0
94
115
81.74
2
83
2.41
1
83
1.2
79
92
85.87
1
68
1.47
0
68
0
56
66
84.85
0
48
0
0
48
0
31
40
77.5
0
29
0
0
29
0
27
36
75
0
21
0
0
20
0
16
20
80
0
16
0
0
16
0
22
30
73.33
0
21
0
0
21
0
9
13
69.23
1
7
14.29
0
7
0
5
10
50
0
6
0
0
6
0
4
5
80
0
3
0
0
3
0
3
3
100
1
3
33.33
1
3
33.33
1
3
33.33
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
E669
Obesity, unspecified
5,660
6,289
90
5,660
6,288
90.01
3
5,130
0.06
3
5,130
0.06
0
4,972
0
0
4,972
0
0
1
0
0
0
0
0
0
0
181
196
92.35
0
164
0
0
150
0
189
209
90.43
0
176
0
0
155
0
247
268
92.16
0
227
0
0
211
0
318
361
88.09
1
293
0.34
0
282
0
351
380
92.37
0
324
0
0
306
0
402
446
90.13
0
364
0
0
348
0
434
496
87.5
0
393
0
0
384
0
400
449
89.09
0
362
0
0
356
0
393
432
90.97
0
354
0
0
346
0
387
420
92.14
0
348
0
0
343
0
356
386
92.23
0
330
0
0
323
0
308
347
88.76
1
278
0.36
0
274
0
318
361
88.09
1
291
0.34
0
286
0
233
258
90.31
0
212
0
0
209
0
215
233
92.27
0
194
0
0
193
0
203
226
89.82
0
181
0
0
177
0
172
190
90.53
0
151
0
0
149
0
136
154
88.31
0
127
0
0
124
0
85
101
84.16
0
77
0
0
74
0
93
105
88.57
0
79
0
0
79
0
66
74
89.19
0
58
0
0
57
0
44
48
91.67
0
39
0
0
39
0
57
64
89.06
0
51
0
0
50
0
26
31
83.87
0
22
0
0
22
0
20
23
86.96
0
14
0
0
14
0
13
13
100
0
9
0
0
9
0
8
9
88.89
0
7
0
0
7
0
1
1
100
0
1
0
0
1
0
2
4
50
0
2
0
0
2
0
1
2
50
0
1
0
0
1
0
1
1
100
0
1
0
0
1
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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