Evaluating tonsillectomy-related YouTube videos via a human expert review and the ChatGPT-4: a multi-method quality analysis

Tonsillectomy-related YouTube content varies widely in quality. Human-AI alignment supports the use of large language models for preliminary content screening. Visually enriched content may improve AI interpretability, while readability concerns highlight the need for more accessible educational resources. Multimodal evaluation and design should be prioritized in future digital health content.