Enhancing Opioid Use Disorder Detection in Emergency Departments: Comparing Structured Phenotypes and Large Language Models
This study compares a rule-based computable phenotype with a large language model for detecting opioid use disorder in emergency department records, highlighting strengths in sensitivity and specificity for each method and implications for clinical workflows.