AI-generated explanations in kidney transplantation: accuracy vs. readability and implications for patient education

GPT-5.1 generated highly accurate explanations of kidney transplantation terms across prompting strategies. Explicit readability-focused prompting substantially improved readability without compromising accuracy, underscoring the importance of prompt design when deploying LLMs for patient-centered education in transplantation.

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Publication Details

Journal
Frontiers in Artificial Intelligence
Published
2026-03-11
DOI
https://doi.org/10.3389/frai.2026.1806516
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-generated explanations in kidney transplantation: accuracy vs. readability and implications for patient education

Iasmina Craici, Jing Miao, Wisit Cheungpasitporn, Oscar A. Garcia Valencia et al.
Frontiers in Artificial Intelligence
Artificial Intelligence in Healthcare and Education
article

AI-generated explanations in kidney transplantation: accuracy vs. readability and implications for patient education

Iasmina Craici, Jing Miao, Wisit Cheungpasitporn, Oscar A. Garcia Valencia, Charat Thongprayoon
article en

Abstract

GPT-5.1 generated highly accurate explanations of kidney transplantation terms across prompting strategies. Explicit readability-focused prompting substantially improved readability without compromising accuracy, underscoring the importance of prompt design when deploying LLMs for patient-centered education in transplantation.

Frontiers in Artificial IntelligenceVol. 9
Hypertension Institute (US)
Quality Education
Openalex Percentile: Top 28%
Artificial Intelligence in Healthcare and Education
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