Outcome | Training dataset | Validation dataset | ||||||
No severity | Low severity | Moderate severity | High severity | No severity | Low severity | Moderate severity | High severity | |
1-year all-cause mortality | Reference | 1.49 (1.22 to 1.81) | 3.03 (2.46 to 3.72) | 5.64 (4.44 to 7.15) | Reference | 1.25 (0.87 to 1.80) | 2.62 (1.80 to 3.82) | 4.76 (3.06 to 7.40) |
AUROC=0.7899 | AUROC=0.7881 | |||||||
3-year all-cause mortality | Reference | 1.40 (1.26 to 1.54) | 2.90 (2.61 to 3.22) | 5.34 (4.71 to 6.04) | Reference | 1.20 (1.00 to 1.45) | 2.17 (1.78 to 2.63) | 4.63 (3.67 to 5.84) |
AUROC=0.7863 | AUROC=0.7857 | |||||||
1-year CV/diabetes mortality | Reference | 1.58 (1.06 to 2.35) | 4.09 (2.73 to 6.11) | 9.38 (6.04 to 14.54) | Reference | 1.12 (0.58 to 2.18) | 3.32 (1.69 to 6.49) | 6.53 (3.05 to 13.97) |
AUROC=0.8003 | AUROC=0.7951 | |||||||
3-year CV/diabetes mortality | Reference | 1.95 (1.53 to 2.48) | 5.46 (4.28 to 6.96) | 11.75 (9.00 to 15.33) | Reference | 1.14 (0.78 to 1.68) | 2.96 (2.00 to 4.38) | 8.53 (5.54 to 13.12) |
AUROC=0.8038 | AUROC=0.7953 | |||||||
1-year any hospitalisation* | Reference | 1.62 (1.57 to 1.67) | 2.47 (2.38 to 2.56) | 3.47 (3.27 to 3.68) | Reference | 1.65 (1.55 to 1.76) | 2.51 (2.33 to 2.70) | 3.31 (2.94 to 3.73) |
AIC=992 385.1 | AIC=2 19 586.1 | |||||||
3-year any hospitalisation* | Reference | 1.41 (1.38 to 1.44) | 2.10 (2.04 to 2.15) | 2.85 (2.73 to 2.99) | Reference | 1.41 (1.35 to 1.47) | 2.05 (1.95 to 2.15) | 2.72 (2.48 to 2.97) |
AIC=1 965 741 | AIC=4 33 770.1 | |||||||
1-year CV/diabetes hospitalisation* | Reference | 2.11 (2.02 to 2.20) | 3.71 (3.54 to 3.89) | 5.51 (5.15 to 5.91) | Reference | 2.15 (1.98 to 2.34) | 3.73 (3.39 to 4.10) | 5.26 (4.59 to 6.04) |
AIC=6 99 933.1 | AIC=1 55 656.5 | |||||||
3-year CV/diabetes hospitalisation * | Reference | 2.03 (1.97 to 2.10) | 3.79 (3.66 to 3.92) | 5.63 (5.34 to 5.92) | Reference | 2.04 (1.92 to 2.17) | 3.73 (3.48 to 4.00) | 5.45 (4.93 to 6.03) |
AIC=1 262 175 | AIC=280 208.9 |
Severity score categories: no severity: score=0 (referent category); low severity: score=1–2; moderate severity: score=3–4; high severity: score ≥5.
All results are adjusted for age, gender, IMD and ethnicity (model 2).
*SHR: subhazard ratio estimated for the competing risk models for risk for hospitalisation.
AIC, Akaike information criterion; AUROC, area under a Receiver Operating Characteristics curve; CV, cardiovascular; IMD, index of multiple deprivation.