Assessing Completeness of Clinical Histories Accompanying Imaging Orders Using Adapted Open-Source and Closed-Source Large Language Models

A fine-tuned, open-source large language model (Mistral-7B; Mistral AI) effectively extracted clinical history elements from imaging orders with substantial agreement with radiologists and rivaled a closed-source model (GPT-4 Turbo; OpenAI).