Basal knowledge in the field of pediatric nephrology and its enhancement following specific training of ChatGPT-4 “omni” and Gemini 1.5 Flash
The study highlights that while ChatGPT-4o has strong baseline performance, specific training does not significantly enhance its accuracy. Conversely, Gemini 1.5, despite its lower initial performance, shows substantial improvement with training, particularly with TXT files. These findings suggest Gemini 1.5's superior ability to store and retrieve information, making it potentially more effective in clinical applications, albeit with a dependency on additional data for optimal performance.
Authors
- Gianluca Mondillo (ORCID: https://orcid.org/0009-0000-7756-8145)
- Anna Di Sessa (ORCID: https://orcid.org/0000-0002-5877-3757)
- Pierluigi Marzuillo (ORCID: https://orcid.org/0000-0003-4682-0170)
- Simone Colosimo (ORCID: https://orcid.org/0000-0001-5598-7883)
- Emanuele Miraglia del Giudice (ORCID: https://orcid.org/0000-0002-9410-5393)
- Alessandra Perrotta
- Vittoria Frattolillo (ORCID: https://orcid.org/0009-0007-2288-343X)
- Stefano Guarino
Institutions
- University of Campania "Luigi Vanvitelli" (IT)
- University of Campania "Luigi Vanvitelli" (IT)
Publication Details
- Journal
- Pediatric Nephrology
- Published
- 2024-08-16
- DOI
- https://doi.org/10.1007/s00467-024-06486-3
- Citations
- 19
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 2.29
Funders
- Università degli Studi della Campania Luigi Vanvitelli