Table 3. Accuracy of the full prediction model and deconstructed models in predicting the 10-year incidence of COPD in the validation cohort for females (N=126,449) and males (N=121,306).
| ROC AUC , females |
95% CI around ROCAUC |
ROCAUC, males |
95% CI around ROCAUC |
|||
|---|---|---|---|---|---|---|
| Lower | Upper | Lower | Upper | |||
| Model including only risk factor smoking | 0.709 | 0.703 | 0.715 | 0.671 | 0.665 | 0.678 |
| Model including only risk factor age | 0.728 | 0.721 | 0.734 | 0.763 | 0.757 | 0.769 |
| Model including risk factors age and smoking | 0.829 | 0.824 | 0.834 | 0.817 | 0.812 | 0.822 |
| Full model including all risk factors: age, smoking, level of deprivation and prior asthma | 0.845 | 0.840 | 0.850 | 0.832 | 0.827 | 0.837 |
Abbreviations: CI, confidence interval; COPD, chronic obstructive pulmonary disease; ROCAUC, area under the receiver operating characteristics curve.