Total N = 851,649 | Development N = 510,989 | Validation N = 340,660 | p-value | |
---|---|---|---|---|
Sex | 0.181 | |||
Men | 409,746 (48.1%) | 245,545 (48.1%) | 164,201 (48.2%) | |
Women | 441,903 (51.9%) | 265,444 (51.9%) | 176,459 (51.8%) | |
Age | 60.0 (20.9) | 60.0 (20.9) | 60.1 (20.9) | 0.156 |
Age group | 0.762 | |||
18–34 | 125,493 (14.7%) | 75,328 (14.7%) | 50,165 (14.7%) | |
35–44 | 104,704 (12.3%) | 62,953 (12.3%) | 41,751 (12.3%) | |
45–54 | 110,938 (13.0%) | 66,775 (13.1%) | 44,163 (13.0%) | |
55–64 | 112,484 (13.2%) | 67,455 (13.2%) | 45,029 (13.2%) | |
65–74 | 133,879 (15.7%) | 80,298 (15.7%) | 53,581 (15.7%) | |
75–84 | 150,794 (17.7%) | 90,347 (17.7%) | 60,447 (17.7%) | |
84–94 | 104,504 (12.3%) | 62,533 (12.2%) | 41,971 (12.3%) | |
>94 | 8853 (1.04%) | 5300 (1.04%) | 3553 (1.04%) | |
Income level | 0.130 | |||
High | 3434 (0.40%) | 2110 (0.41%) | 1324 (0.39%) | |
Medium | 203,093 (23.8%) | 121,749 (23.8%) | 81,344 (23.9%) | |
Low | 594,152 (69.8%) | 356,379 (69.7%) | 237,773 (69.8%) | |
Very Low | 50,970 (5.98%) | 30,751 (6.02%) | 20,219 (5.94%) | |
GMA index score | 0.543 | |||
Baseline risk | 68,083 (7.99%) | 41,061 (8.04%) | 27,022 (7.93%) | |
Low risk | 195,580 (23.0%) | 117,297 (23.0%) | 78,283 (23.0%) | |
Moderate risk | 281,024 (33.0%) | 168,575 (33.0%) | 112,449 (33.0%) | |
High risk | 203,696 (23.9%) | 122,101 (23.9%) | 81,595 (24.0%) | |
Very high risk | 103,266 (12.1%) | 61,955 (12.1%) | 41,311 (12.1%) | |
Number of drugs | 6.14 (4.72) | 6.14 (4.73) | 6.15 (4.72) | 0.614 |
Antiacids (A02) | 351,793 (41.3%) | 211,112 (41.3%) | 140,681 (41.3%) | 0.872 |
Osmotic Laxatives (A06AD) | 2279 (0.27%) | 1376 (0.27%) | 903 (0.27%) | 0.729 |
Other Laxatives (A06X) | 2524 (0.30%) | 1498 (0.29%) | 1026 (0.30%) | 0.518 |
Insulin (A10A) | 53,248 (6.25%) | 31,908 (6.24%) | 21,340 (6.26%) | 0.713 |
Sulfonylides (A10BB) | 19,334 (2.27%) | 11,622 (2.27%) | 7712 (2.26%) | 0.754 |
Gliptines (A10BH) | 21,370 (2.51%) | 12,925 (2.53%) | 8445 (2.48%) | 0.147 |
Glyphosines and glinides (A10BX) | 10,029 (1.18%) | 6062 (1.19%) | 3967 (1.16%) | 0.366 |
Other Oral antidiabetics (A10BX) | 71,463 (8.39%) | 42,778 (8.37%) | 28,685 (8.42%) | 0.428 |
Vitamin K Antagonists (B01AA) | 52,971 (6.22%) | 31,713 (6.21%) | 21,258 (6.24%) | 0.527 |
Heparin (B01AB) | 37,724 (4.43%) | 22,635 (4.43%) | 15,089 (4.43%) | 0.999 |
Antiplatelet (B01AC) | 154,251 (18.1%) | 92,367 (18.1%) | 61,884 (18.2%) | 0.293 |
Other antithrombotic (B01AX) | 33,035 (3.88%) | 19,891 (3.89%) | 13,144 (3.86%) | 0.426 |
Digoxin (C01AA) | 11,668 (1.37%) | 6992 (1.37%) | 4676 (1.37%) | 0.875 |
Antiarrhythmics (C01B) | 19,508 (2.29%) | 11,745 (2.30%) | 7763 (2.28%) | 0.557 |
Antihypertensives (C02) | 20,922 (2.46%) | 12,474 (2.44%) | 8448 (2.48%) | 0.261 |
Potassium Saving Agents (C03D) | 26,609 (3.12%) | 16,001 (3.13%) | 10,608 (3.11%) | 0.655 |
Other diuretics (C03X) | 140,610 (16.5%) | 84,188 (16.5%) | 56,422 (16.6%) | 0.290 |
Beta blockers (C07A) | 143,490 (16.8%) | 85,989 (16.8%) | 57,501 (16.9%) | 0.537 |
Verapamil or diltiazem (C08D) | 13,575 (1.59%) | 8240 (1.61%) | 5335 (1.57%) | 0.095 |
Other calcium antagonists (C08X) | 85,654 (10.1%) | 51,164 (10.0%) | 34,490 (10.1%) | 0.094 |
IECA / ARA-II (C09) | 257,782 (30.3%) | 154,414 (30.2%) | 103,368 (30.3%) | 0.220 |
Statins (C10AA) | 195,564 (23.0%) | 116,962 (22.9%) | 78,602 (23.1%) | 0.048 |
Fibrates (C10AB) | 13,480 (1.58%) | 8156 (1.60%) | 5324 (1.56%) | 0.232 |
Cotrimoxazole (D01AC01) | 4970 (0.58%) | 2958 (0.58%) | 2012 (0.59%) | 0.495 |
Systemic corticosteroids (H02) | 115,691 (13.6%) | 69,158 (13.5%) | 46,533 (13.7%) | 0.098 |
Beta-lactam antibiotics (J01DH) | 1162 (0.14%) | 693 (0.14%) | 469 (0.14%) | 0.825 |
Other antibiotics (J01X) | 268,849 (31.6%) | 161,296 (31.6%) | 107,553 (31.6%) | 0.952 |
Folic Acid Analogs (L01BA) | 944 (0.11%) | 579 (0.11%) | 365 (0.11%) | 0.421 |
Tacrolimus (L04AD02) | 5574 (0.65%) | 3287 (0.64%) | 2287 (0.67%) | 0.119 |
Other calcineurin inhibitors (L04AD) | 690 (0.08%) | 414 (0.08%) | 276 (0.08%) | 1.000 |
Other immunosuppressants (L04X) | 13,768 (1.62%) | 8279 (1.62%) | 5489 (1.61%) | 0.756 |
Anti-inflammatory (M01) | 181,636 (21.3%) | 108,899 (21.3%) | 72,737 (21.4%) | 0.658 |
Opiacis (N02A) | 135,176 (15.9%) | 80,875 (15.8%) | 54,301 (15.9%) | 0.164 |
Pyrazolones (N02BB) | 137,802 (16.2%) | 82,552 (16.2%) | 55,250 (16.2%) | 0.440 |
Phenytoin (N03AB02) | 1165 (0.14%) | 678 (0.13%) | 487 (0.14%) | 0.220 |
Carboxamide (N03AF) | 7606 (0.89%) | 4540 (0.89%) | 3066 (0.90%) | 0.587 |
Valproic acid (N03AG01) | 7452 (0.88%) | 4449 (0.87%) | 3003 (0.88%) | 0.606 |
Other antiepileptics (N03X) | 86,398 (10.1%) | 51,789 (10.1%) | 34,609 (10.2%) | 0.718 |
Liti (N05AN01) | 2180 (0.26%) | 1342 (0.26%) | 838 (0.25%) | 0.143 |
Other antipsychotics (N05AX) | 73,728 (8.66%) | 44,342 (8.68%) | 29,386 (8.63%) | 0.410 |
Benzodiazepines (N05BA) | 180,127 (21.2%) | 108,302 (21.2%) | 71,825 (21.1%) | 0.222 |
Other psycholeptics (N05X) | 36,030 (4.23%) | 21,563 (4.22%) | 14,467 (4.25%) | 0.549 |
IRS Antidepressants (N06AB) | 105,143 (12.3%) | 63,293 (12.4%) | 41,850 (12.3%) | 0.164 |
Other psychoanaleptics (N06AX) | 72,004 (8.45%) | 43,118 (8.44%) | 28,886 (8.48%) | 0.505 |