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Updated: Sep 13, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Yunting Liu1,2, Yanlin Jiang3, Andrew D Dallas3
1Berkeley School of Education, University of California, Berkeley, CA, USA. yunting99@berkeley.edu.
Physician knowledge decline is linked to how often it's used in practice. Less frequently used medical knowledge, like that in physician assistant (PA) re-certification exams, decays faster, impacting patient care.
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