Models | Indexes in model | Discrimination | Calibration | ||
---|---|---|---|---|---|
C statistics | P value | H-L-type χ2 | P value | ||
Model 1a | BMI | 0.742(0.703–0.780) | < 0.001** | 27.597 | 0.001 |
Model 1b | BIA indexes + BMI | 0.769(0.729–0.810) | < 0.001** | 10.065 | 0.261 |
Model 2a | albumin | 0.751(0.706–0.796) | < 0.001** | 58.122 | < 0.001 |
Model 2b | BIA indexes + albumin | 0.818(0.779–0.858) | < 0.001** | 5.194 | 0.737 |
Model 3a | prealbumin | 0.676(0.625–0.727) | < 0.001** | 32.637 | < 0.001 |
Model 3b | BIA indexes + prealbumin | 0.783(0.742–0.824) | < 0.001** | 4.034 | 0.854 |
Model 4a | cholesterol | 0.762(0.720–0.804) | < 0.001** | 76.201 | < 0.001 |
Model 4b | BIA indexes + cholesterol | 0.843(0.806–0.880) | < 0.001** | 6.197 | 0.625 |
Model 5a | AMC | 0.685(0.642–0.728) | < 0.001** | 6.763 | 0.562 |
Model 5b | BIA indexes + AMC | 0.767(0.726–0.809) | < 0.001** | 14.638 | 0.067 |
Model 6a | nPCR | 0.724(0.678–0.771) | < 0.001** | 45.852 | < 0.001 |
Model 6b | BIA indexes + nPCR | 0.844(0.806–0.881) | < 0.001** | 25.438 | 0.001 |