A collective capability boundary in frontier large language models on guideline-conformant and case-specific oncology decision-making

Zhang Sheng, Jinming Li, Wangyang Chen +2

Large language models (LLMs) achieve high scores on medical knowledge examinations, yet real-world oncology is not a knowledge test--it is a sequence of guideline-pathway choices,…