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Basal knowledge in the field of pediatric nephrology and its enhancement following specific training of ChatGPT-4 "omni" and Gemini 1.5 Flash.

Gianluca MondilloVittoria FrattolilloSimone ColosimoAlessandra PerrottaAnna Di SessaStefano GuarinoEmanuele Miraglia Del GiudicePierluigi Marzuillo
Published in: Pediatric nephrology (Berlin, Germany) (2024)
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.
Keyphrases
  • electronic health record
  • machine learning
  • big data
  • young adults
  • deep learning
  • social media