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Updated: Jun 6, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Rethinking the basis of medical knowledge
1Department of Medicine, University of Toronto, Toronto, Ontario, Canada. ayelet94@post.harvard.edu
Medical education must integrate socio-cultural knowledge beyond biomedical science to prepare doctors for diverse roles. Curricular transformation is needed to bridge gaps between competency frameworks and current training.
Area of Science:
- Medical Education
- Curriculum Development
- Health Professions Education
Background:
- Medical education historically prioritized biomedical science, potentially neglecting essential socio-cultural competencies.
- Competency frameworks like CanMEDS outline broader doctor roles beyond traditional medical expertise.
- The dominance of bioscientific knowledge in curricula is questioned for its adequacy in preparing doctors for all required roles.
Purpose of the Study:
- To identify and integrate foundational knowledge for developing doctors capable of fulfilling all roles outlined in competency frameworks.
- To explore the need for interdisciplinary knowledge in medical education.
Main Methods:
- A thought experiment was designed to delineate knowledge requirements for comprehensive doctor roles.
- The study specified assumptions and scope, using curriculum examples linked to non-Medical Expert roles.
- Supporting disciplines for these roles were outlined.
Main Results:
- Medical students require exposure to diverse disciplines outside traditional biomedical sciences for holistic competence.
- Integrating non-biomedical knowledge in context enhances understanding of legitimate medical knowledge.
- Foundational knowledge from various fields is crucial for developing doctors proficient in all competency framework roles.
Conclusions:
- Significant gaps exist between medical competency frameworks (e.g., CanMEDS) and current medical curricula.
- Curricular transformation is essential to incorporate socio-cultural and other relevant knowledges.
- Collaboration across university departments is necessary to achieve comprehensive medical education reform.
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