Fig. 2: Calibration plots with Brier scores for predicting 1-year successful clinical use of an arteriovenous access for hemodialysis using Extreme Gradient Boosting (XGBoost) models at the A) pre-operative, B) intra-operative, and C) post-operative stages. | npj Digital Medicine