Development and Validation of a Machine Learning Model for Automated Assessment of Resident Clinical Reasoning Documentation.

The authors developed and validated a high-performing ML model that classifies CR documentation quality in resident admission notes in the clinical environment-a novel application of ML and NLP with many potential use cases.