GuideSkill-Evo

A new method called GuideSkill improves the macro-average accuracy of large language models (LLMs) in clinical diagnosis by 13.45% on average without updating the model, and by 18.49% when refined wit…

Researchers introduced GuideSkill, an external reasoning layer that compiles clinical practice guideline criteria into executable functions for LLM-based clinical reasoning. GuideSkill-Zero improved m…