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Model discriminations in both the development (a) and the external validation (b) cohorts. The AUC for random forest (RF) model in the development cohort was 0.844 (95% confidence interval [CI] 0.84–0.85) as compared with an AUC of 0.716 (95% confidence interval [CI] 0.66–0.77) of the external validation cohort.
