Profile-associated financial and access-related framing in LLM-generated pediatric asthma referral plans: a factorial audit of seven large language models - Top-Institutions - MDSpire

Profile-associated financial and access-related framing in LLM-generated pediatric asthma referral plans: a factorial audit of seven large language models

  • By

  • Zhendong Liu

  • Xiaoping Yang

  • Yu Zhang

  • Yujing Xu

  • Yue Xiang

  • Hongyan Wang

  • July 7, 2026

  • 0 min

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Top Institutions in Pediatrics

Brief introduction explaining scope and methodology.

  • #1

    Boston Children’s Hospital
    Boston Children’s Hospital

    Boston, Massachusetts

    Key Differentiators

    • Pediatrics
    • Pulmonology
    • Asthma

Original Source(s)

Profile-associated financial and access-related framing in LLM-generated pediatric asthma referral plans: a factorial audit of seven large language models

  • by Zhendong Liu, Xiaoping Yang, Yu Zhang, Yujing Xu, Yue Xiang, Hongyan Wang

  • July 7, 2026

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