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tatistical model-either logistic regression or a random forest ensemble-with decedent characteristics and contributing causes of death as predictors. © 2020 Society for the Study of Addiction.RATIONALE Competency-based education (CBE) is currently being implemented across Canadian postgraduate medical education programmes through Competence by Design (CBD).1 Queen's University received permission to initiate CBE in all programmes simultaneously starting in 2017; an institutional initiative termed Competency-based medical education (CBM