Christopher Y. K. Williams

Assessing acuity in pediatric emergency department triage: performance of a large language model

The GPT-5-mini LLM showed moderate overall accuracy in assessing pediatric acuity and demonstrated a tendency to prioritize younger children, similar to human performance, which highlights the need for pediatric-specific LLM evaluation and optimization before clinical use.