A study evaluates the effectiveness of large language models in interpreting Personal Health Records (PHRs) to enhance patient understanding of their health. Findings indicate that using PHR data significantly improves the helpfulness, safety, and personalization of health-related answers, highlighting the potential for better patient engagement and insights.