Table 2.
Harrell's C index of the full, training and validation datasets by model
| Harrell's C | |||
|---|---|---|---|
| Statistic | (95% CI) | ||
| Model 1 (Basic model, KFRE four variables) | Full data | 0.911 | (0.904, 0.918) |
| Training set | 0.912 | (0.902, 0.922) | |
| Validation set | 0.908 | (0.898, 0.918) | |
| Model 2 | Full data | 0.940 | (0.935, 0.945) |
| Training set | 0.939 | (0.930, 0.947) | |
| Validation set | 0.947 | (0.939, 0.955) | |
| Model 3 | Full data | 0.951 | (0.947, 0.955) |
| Training set | 0.952 | (0.946, 0.958) | |
| Validation set | 0.951 | (0.944, 0.959) | |
| Among CKD participants | |||
| Model 1 | Full data | 0.877 | (0.867, 0.887) |
| Training set | 0.877 | (0.863, 0.891) | |
| Validation set | 0.879 | (0.865, 0.892) | |
| Model 2 | Full data | 0.907 | (0.898, 0.915) |
| Training set | 0.910 | (0.899, 0.921) | |
| Validation set | 0.905 | (0.893, 0.917) | |
| Model 3 | Full data | 0.923 | (0.916, 0.930) |
| Training set | 0.924 | (0.914, 0.933) | |
| Validation set | 0.924 | (0.914, 0.934) | |
| Among non-CKD participants | |||
| Model 2 | Full data | 0.835 | (0.815, 0.855) |
| Training set | 0.828 | (0.799, 0.857) | |
| Validation set | 0.846 | (0.821, 0.871) | |
| Model 3 | Full data | 0.873 | (0.859, 0.887) |
| Training set | 0.867 | (0.842, 0.892) | |
| Validation set | 0.882 | (0.858, 0.905) | |
We defined CKD stages by proteinuria and eGFR, which we determined with the Chronic Kidney Disease Epidemiology Collaboration equation.
CI: confidence interval; CKD, chronic kidney disease; eGFR, estimated glomerular filtration rate.
Model 1: basic model, Kidney Failure Risk Equations model (KFRE) four variables: age, sex, eGFR and proteinuria.
Model 2: basic model + health history + lifestyle risk factors: model 1 + educational level, smoking status, physical activity, BMI, resting heart rate, hypertension medication and diabetes medication.
Model 3: full model: model 2 + systolic blood pressure, diastolic blood pressure, blood glucose, triglyceride, BUN, serum albumin, white blood cell, hemoglobin, urine glucose and urine specific gravity.