Comparing Human and AI Coding of Situation Awareness: A Signal Detection Analysis of Free-Response Data
Large language models (LLMs) are increasingly used for analysis tasks, yet their performance in qualitative review relative to human coding remains unclear. This study compared human and AI coding of free-response data collected from 24 clinical professionals following a medical simulation. Responses were evaluated a...