Ming-Ming Cai

Evaluating search-enabled large language model interfaces for mpox public health consultation: a guideline-based comparative study

The evaluated search-enabled LLM interfaces showed heterogeneous performance across safety, accuracy, empathy, reliability/information quality, and readability, which support the need for guideline-based evaluation, source transparency, readability optimization, and robust safety safeguards when such interfaces are evaluated or considered for mpox-related public health consultation.