Table 3.
Comparison of Performance Characteristics Between Multivariate Logistic Regression Prediction Models for 1-Year Mortality in Patients With IPF*
Models | C Statistic† | 95% CI | p Value† |
---|---|---|---|
Clinical alone | 0.79 | 0.67–0.91 | Reference |
Clinical and SP-A/SP-D levels | 0.89 | 0.81–0.98 | 0.03 |
Clinical and BAL neutrophil % | 0.83 | 0.73–0.93 | 0.05 |
Clinical and biomarkers | 0.89 | 0.81–0.97 | 0.04 |
*Clinical model includes age, gender, race, smoking status, FVC, Dlco, and alveolar-arterial oxygen gradient. Biomarkers include SP-A and SP-D levels, and BAL neutrophil percentage.
†Represents the AROC comparison to the clinical-alone model.