LLMs work best as communication assistants in healthcare, not replacements for doctors. Rewriting patient-facing text through collaborative processes dramatically improves clarity and emotional appropriateness while maintaining medical accuracy.
This study evaluates whether large language models can communicate like doctors by testing general and medical-specialized LLMs on clinical explanations and patient interactions.