Artificial intelligence advancements for orthopaedic clinical reasoning: longitudinal assessment of newer models (ChatGPT-5, Grok-3, Gemini 2.5 Flash) compared to clinicians - Takeaways - MDSpire

Artificial intelligence advancements for orthopaedic clinical reasoning: longitudinal assessment of newer models (ChatGPT-5, Grok-3, Gemini 2.5 Flash) compared to clinicians

  • By

  • Suzen Agharia

  • Shayan Soroush

  • Daniel Ameen

  • Yushy Zhou

  • July 7, 2026

  • 0 min

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  • 1

    The study evaluates the performance of ChatGPT-5, Grok-3, and Gemini 2.5 Flash in orthopaedic clinical decision-making.

  • 2

    It compares AI responses to pooled decisions from thousands of practicing clinicians using a consistent dataset and methodology.

  • 3

    The primary outcome measures AI alignment with clinician consensus, focusing on the most popular responses among human clinicians.

  • 4

    Secondary analyses include AI performance on controversial questions and agreement between different AI models.

  • 5

    The research aims to track the evolution of generative AI responses over time and their alignment with expert consensus.

Original Source(s)

Artificial intelligence advancements for orthopaedic clinical reasoning: longitudinal assessment of newer models (ChatGPT-5, Grok-3, Gemini 2.5 Flash) compared to clinicians

  • by Suzen Agharia, Shayan Soroush, Daniel Ameen, Yushy Zhou

  • July 7, 2026

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