Model internal validation
To arrive at an optimism-corrected C-statistic, we used a bootstrapping
approach, with 500 bootstrap
samples selected from the original cohort, with
replacement26 – an approach known to produce stable
estimates with low risk of bias.27 The
optimism-corrected C-statistic was
defined as the C-statistic from the original data minus the optimism
value.28