Related Experiment Video
Updated: Jul 9, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Science is fundamental: the role of biomedical knowledge in clinical reasoning
1Wilson Centre and Department of Surgery, University of Toronto, Toronto, Ontario, Canada. nikki.woods@utoronto.ca
Context:
Although training in basic science is generally considered a critical aspect of medical education, there is little consensus regarding its precise role in clinical reasoning. Whereas some reports suggest that biomedical knowledge is rarely used in routine diagnosis, other research has found that biomedical knowledge can become an integral part of the expert knowledge base.
Objective:
The purpose of the current paper is to present evidence in support of different views regarding the role of biomedical knowledge, including the two-world hypothesis, encapsulation theory and recent work on the role of biomedical knowledge in novice diagnosticians. The implications of these models for clinical teaching will be examined.
Discussion:
Recent work suggests that biomedical knowledge can help novices develop a coherent and stable mental representation of disease categories. As a result, learners are able to retain clinical knowledge over time and maintain diagnostic accuracy when faced with clinical challenges. This suggests that clinical teachers should attempt to make explicit connections between biomedical knowledge and clinical facts during training.
Related Concept Videos
Critical Thinking II
Patient-centered Care
The Scientific Method in Nursing Process
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be safely...
Critical Thinking I
Overview of Biostatistics in Health Sciences
Biostatistics: Overview
Discrete variables are...
