Validation of a Small Language Model for DSM-5 Substance Category Classification in Child Welfare Records

Brian E. Perron, Dragan Stoll, Bryan G. Victor +3

Background: Recent studies have demonstrated that large language models (LLMs) can perform binary classification tasks on child welfare narratives, detecting the presence or absenc…