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Updated: May 9, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Correspondence on "Methodological concerns regarding evidence synthesis and benchmarking validity in evaluating NLP

Yindan Song1, Lijun Zhu1

  • 1Yangming Hospital Affiliated to Ningbo University (Yuyao City People's Hospital), Department of Laboratory, Ningbo, Zhejiang, China.

International Journal of Gynecological Cancer : Official Journal of the International Gynecological Cancer Society
|May 7, 2026
PubMed
Abstract

No abstract available in PubMed .

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Systematic Error: Methodological and Sampling Errors

In the case of systematic errors, the sources can be identified, and the errors can be subsequently minimized by addressing these sources. According to the source, systematic errors can be divided into sampling, instrumental, methodological, and personal errors.
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...