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Feature importance ranking. (A) Mean SHAP value of features. (B) Impact on CatBoost model output of SHAP value. HbA1c, hemoglobin A1c; HDL, high-density lipoprotein; LDH, lactate dehydrogenase; SHAP, SHapley Additive exPlanations; Troponin T, high-sensitivity cardiac troponin T.
