External validation of a knowledge-based clinical toxicology consultant for diagnosing single exposures
The system demonstrates promising accuracy and highlights the importance of continued international validation to support broader clinical adoption. With further refinement and integration of additional patient-specific data, such models could play a key role in enhancing rapid, data-driven toxicological diagnoses worldwide.
Authors
- Joel D. Schipper
- Virginie Lacotte (ORCID: https://orcid.org/0000-0002-6675-0686)
- Hugo Lerogeron (ORCID: https://orcid.org/0009-0006-4977-3778)
- Jay L. Schauben
- Kim An Nguyen (ORCID: https://orcid.org/0000-0001-7594-504X)
- Laurent Guéguen
Institutions
- Université Claude Bernard Lyon 1 (FR)
- Centre National de la Recherche Scientifique (FR)
- Hospices Civils de Lyon (FR)
- Laboratoire de Biométrie et Biologie Evolutive (FR)
- Florida College (US)
Publication Details
- Journal
- Clinical Toxicology
- Published
- 2025-10-23
- DOI
- https://doi.org/10.1080/15563650.2025.2571454
- Primary Topic
- Health Systems, Economic Evaluations, Quality of Life
- Type
- article
- Field-Weighted Citation Impact
- 0.00