Table 1.
Profile | Learning dataset | Validation dataset | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
N (%) | Class effect (within the profile) | Class benefit (within vs. without the profile) | N (%) | Class effect (within the profile) | Class benefit (within vs. without the profile) | ||||||||
aOR | P value | Ratio of aORs | P value | aOR | P value | BHP value | Ratio of aORs | P value | BH P value | ||||
A. Hyperlipidaemia | No | 724 (20) | 2.2 | 0.0009 | 2.1 | 0.0025 | 296 (19) | 2.7 | 0.0053 | 0.0639 | 2.8 | 0.0054 | 0.0646 |
eGFR | ≥79 mL/min/1.73 m2 | ||||||||||||
B. eGFR | ≥79 mL/min/1.73 m2 | 556 (15) | 2.7 | 0.0023 | 2.4 | 0.0074 | 238 (15) | 3.0 | 0.0184 | 0.0752 | 2.9 | 0.0293 | 0.139 |
Duration of diabetes | ≤1.2 years | ||||||||||||
C. eGFR | ≥75 mL/min/1.73 m2 | 430 (12) | 2.3 | 0.0032 | 2.2 | 0.0086 | 198 (13) | 2.6 | 0.0212 | 0.0752 | 2.5 | 0.0348 | 0.139 |
Antithrombotic agents | Yes | ||||||||||||
D. Haemoglobin | ≤13.4 g/dL | 384 (10) | 2.7 | 0.0009 | 2.0 | 0.0254 | 176 (11) | 3.3 | 0.0251 | 0.0752 | 2.6 | 0.073 | 0.2189 |
LDL cholesterol | ≥95.1 mg/dL |
Note: Bold font indicates statistical significance at risk levels of 5% for P values and 10% for BH P values.
Abbreviations: aOR, adjusted odds ratio; BH, Benjamini–Hochberg; eGFR, estimated glomerular filtration rate.