Expert evaluation of ChatGPT-generated responses to patient questions in conventional and fast-track total knee arthroplasty - Scorecard - MDSpire
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Expert Assessment of ChatGPT’s Answers to Patient Questions About Standard and Fast-Track Total Knee Arthroplasty

  • By

  • Bartosz Maciag

  • Dawid Jegierski

  • Andrzej Frankiewicz

  • Piotr Tarkowski

  • Krystian Żarnovsky

  • Filip Mietlicki

  • Artur Stolarczyk

  • October 15, 2026

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Clinical Scorecard: Expert Assessment of ChatGPT’s Answers to Patient Questions About Standard and Fast-Track Total Knee Arthroplasty

At a Glance

CategoryDetail
ConditionEnd-stage knee osteoarthritis treated with total knee arthroplasty (TKA)
Key MechanismsFast-track arthroplasty pathways prioritize patient education, multimodal analgesia, early mobilization, avoidance of unnecessary tubes and drains, and early discharge according to functional criteria.
Target PopulationPatients undergoing conventional or fast-track total knee arthroplasty
Care SettingPatient education before and after TKA

Key Highlights

  • The cross-sectional study evaluated ChatGPT-generated answers to 50 conventional TKA questions and 20 fast-track TKA questions.
  • Three high-volume arthroplasty surgeons independently rated responses for accuracy, completeness, safety, and readability on 5-point scales.
  • Evaluators also recorded whether specialist correction was needed and whether a response contained potentially unsafe patient information.
  • Fast-track questions addressed early mobilization and discharge, multimodal analgesia, selective drainage and catheter use, self-management, thromboprophylaxis, and post-discharge safety.
  • The question sets were developed using different processes, so their comparison was not intended to assess equivalence or noninferiority.

Guideline-Based Recommendations

Diagnosis

    Management

      Monitoring & Follow-up

        Risks

          Patient & Prescribing Data

          Individuals undergoing TKA for end-stage knee osteoarthritis; the study evaluated answers to patient questions and did not collect patient-level data.

          The article describes fast-track TKA as involving early mobilization and discharge, multimodal analgesia, and selective use of drains and urinary catheters. It does not provide medication doses or patient-specific prescribing instructions.

          Clinical Best Practices

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