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Updated: Jun 28, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Evidence based practice: the practicalities of keeping abreast of clinical evidence while in training
1Centre for Reviews and Dissemination, University of York, York, UK. bob.phillips@doctors.org.uk
Abstract:
This paper gives a practical account of why and how to learn to practise evidence based medicine while still in clinical training. It highlights practical benefits to learning the skills (such as passing exams, coping with information overload and helping patients), and explains how to manage each of the four essential steps (asking questions, acquiring information, appraising evidence, and applying the results). Key resources to give the trainee rapid access to evidence based answers are highlighted, as are efficient ways of keeping up to date with the emerging literature.
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