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Updated: Oct 9, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
[How much is "evidence-based"? An overview of the state of the art in research]
1Medizinischer Dienst der Spitzenverbände der Krankenkassen e.V. (MDS), Essen. G.Neises@MDS-ev.de
Abstract:
The proportion of evidence-based health care gives rise to controversy. Estimates range from 4%-20%. Studies trying to ascertain the proportion of evidence-based healthcare show wide variations in the results depending on design, setting, subject, main outcome measures, methodology and definition of evidence from 11-82%. The results should not be generalized to community health care and should not be misused in public discussions.
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