Background: Clinical reasoning is a core component of medical training yet learners receive very little formative feedback on their clinical reasoning documentation. We hypothesize that this is related to the lack of a shared assessment rubric and faculty time constraints. Purpose: Here we describe the process of developing a machine learning algorithm for feedback on [...]