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Updated: Jul 18, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Evaluation of documents that integrate knowledge, terminology and information models
Judith van der Kooij1, William T F Goossen, Anneke T M Goossen-Baremans
1Acquest Research, Development and Consulting, Koudekerk aan den Rijn, The Netherlands.
A new care information model standardizes electronic health records by integrating knowledge and terminology. Experts found the model valuable but suggested improvements for clarity on document purpose and copyright.
Area of Science:
- Health Informatics
- Clinical Informatics
- Information Standards
Background:
- Healthcare relies on evidence-based practice and standardized electronic exchange of clinical patient information.
- Current systems lack a unified format for describing care-related information, hindering interoperability.
Purpose of the Study:
- To evaluate the format of a newly developed care information model designed for standardizing electronic patient records.
- To gather expert feedback on the model's structure, content, and potential for implementation.
Main Methods:
- A meeting with experts in nursing, healthcare standards, and electronic patient records.
- Evaluation of the care information model using a dedicated form and group discussion.
Main Results:
- Experts expressed general enthusiasm for the care information model's format.
- Key feedback included a need for clearer purpose definition and copyright information.
- Suggestions were made for structural adjustments and additional categories.
- Representation in both HL7 message model and OpenEHR archetype formats was recommended.
Conclusions:
- The integrated care information model offers valuable content for developing healthcare messages and systems.
- Specific adjustments are necessary to address expert feedback regarding purpose, copyright, and implementation flexibility.
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