Agentic Reasoning Is Not Always Better: Evidence from Clinical Time-Series Explanation
Continuous physiological monitoring is central to emergency care, yet building trustworthy, clinically usable AI remains challenging. While LLMs translate complex physiological signals into natural-language clinical narratives, it remains unclear whether agentic reasoning frameworks improve the quality of explanations...