Fig. 1: Process of disease selection and testing.
From: Enhancing diagnostic capability with multi-agents conversational large language models

The researchers first identified the rare disease database. Then, they performed normalized weighted random sampling, from which 302 cases were selected. Each case was curated into primary consultation setting and follow-up consultation setting. GPT-3.5, GPT-4, and MAC were tested.