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[How to detect scientific texts generated with artificial intelligence?]

Omar Chávez-Martínez1

  • 1Instituto Mexicano del Seguro Social, Coordinación de Investigación en Salud, División de Investigación Clínica. Ciudad de México, México.

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|December 19, 2025
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Summary

Large language models (LLMs) aid scientific writing but pose ethical risks. Human judgment, not just AI detection, is crucial for maintaining academic integrity in the age of AI-generated content.

Area of Science:

  • Scientific communication
  • Artificial intelligence
  • Academic integrity
Keywords:
Escritura MédicaEthics, ResearchGenerative Artificial IntelligenceInteligencia Artificial GenerativaMedical WritingÉtica en Investigación

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Background:

  • Large language models (LLMs) are increasingly used in scientific writing, offering benefits like drafting assistance and promoting linguistic equity.
  • However, their use introduces significant ethical and epistemological challenges, including lack of transparency and potential information manipulation.
  • These issues threaten the core principles of academic integrity.