Physicians’ acceptance of large language model–based clinical decision support tools in gynecologic oncology: a technology acceptance model study - Takeaways - MDSpire

Physicians’ acceptance of large language model–based clinical decision support tools in gynecologic oncology: a technology acceptance model study

  • By

  • Jan Lennart Stalp

  • Juliane Alexandra Schneider

  • Anna Krause

  • Lena Steinkasserer

  • Jens Hachenberg

  • Agnieszka Denecke

  • Peter Hillemanns

  • Dominik Wolff

  • July 14, 2026

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  • 1

    A pilot study evaluated physicians' acceptance of large language model-based clinical decision support systems in gynecologic oncology.

  • 2

    The study utilized a questionnaire based on the technology acceptance model and unified theory of acceptance and use of technology.

  • 3

    Results indicated no significant factors influencing the willingness to use LLM-CDSS, with a generally positive but cautious attitude among participants.

  • 4

    Acceptance of LLM-CDSS depended on transparency, clinical validation, and the preservation of physician oversight and accountability.

  • 5

    Participants expressed concerns about clinical autonomy and patient trust regarding the use of LLM-CDSS in decision-making.

Original Source(s)

Physicians’ acceptance of large language model–based clinical decision support tools in gynecologic oncology: a technology acceptance model study

  • by Jan Lennart Stalp, Juliane Alexandra Schneider, Anna Krause, Lena Steinkasserer, Jens Hachenberg, Agnieszka Denecke, Peter Hillemanns, Dominik Wolff

  • July 14, 2026

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