An Evaluation of Current Trends in AI-Generated Text in Otolaryngology Publications.

Journal: The Laryngoscope
Published Date: Apr 25, 2025

Abstract

OBJECTIVES: Since the release of ChatGPT-4 in March 2023, large language models (LLMs) application in biomedical manuscript production has been widespread. GPT-modified text detectors, such as GPTzero, lack sensitivity and reliability and do not quantify the amount of AI-generated text. However, recent work has identified certain adjectives more frequently used by LLMs that can help identify and quantify LLM-modified text. The aim of this study is to utilize these adjectives to identify LLM-generated text in otolaryngology publications.

Authors

  • Rachel B Kutler
    Department of Otolaryngology - Head and Neck Surgery, Sean Parker Institute for the Voice, Weill Cornell Medical College, New York, New York, USA.
  • Sean A Setzen
    Department of Otolaryngology - Head and Neck Surgery, Sean Parker Institute for the Voice, Weill Cornell Medical College, New York, New York, USA.
  • Samantha Tsai
    Department of Otolaryngology - Head and Neck Surgery, Sean Parker Institute for the Voice, Weill Cornell Medical College, New York, New York, USA.
  • Anaïs Rameau
    Department of Otolaryngology - Head and Neck Surgery, Sean Parker Institute for the Voice, Weill Cornell Medical College, New York, New York, U.S.A.

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