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Updated: Feb 19, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Use of evidence for clinical practice guideline development
1Department of International Public Health, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool-L3 5QA, United Kingdom.
Abstract:
Clinical practice guidelines provide a framework against which quality of care is measured. Recommendations contained within guidelines are used for decision-making not only within the clinical domain but also other related issues within the health systems. As such the use of research evidence for formulating recommendations contained in a guideline is a global standard to ensure guideline quality. The paper briefly reviews how the need for and use of evidence in guideline development shaped up historically and then provides an overview of the four typologies of guideline development mechanisms at the country level.
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