Performance of several large language models when answering common patient questions about type 1 diabetes in children: accuracy, comprehensibility and practicality

This study demonstrated that all evaluated LLMs performed similarly in answering common questions about T1D. LLMs such as ChatGPT-4o and Gemini Advanced can provide above-average, accurate, and patient-friendly answers to common questions about T1D. Although no significant differences were observed, the latest versions of LLMs show promise for integration into healthcare, provided they continue to be evaluated and improved. Further research should focus on developing specialized LLMs tailored for pediatric diabetes care.

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Publication Details

Journal
BMC Pediatrics
Published
2025-10-10
DOI
https://doi.org/10.1186/s12887-025-05945-6
Citations
1
Primary Topic
Diabetes Management and Research
Type
article
Field-Weighted Citation Impact
1.29
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article

Performance of several large language models when answering common patient questions about type 1 diabetes in children: accuracy, comprehensibility and practicality

Meryem Atak, Ayla İrem Aydın, Erdal Eren, Yasemin Denkboy Öngen
1 citations
BMC Pediatrics
Diabetes Management and Research
1.29
article

Performance of several large language models when answering common patient questions about type 1 diabetes in children: accuracy, comprehensibility and practicality

Meryem Atak, Ayla İrem Aydın, Erdal Eren, Yasemin Denkboy Öngen
article en
1 citations

Abstract

This study demonstrated that all evaluated LLMs performed similarly in answering common questions about T1D. LLMs such as ChatGPT-4o and Gemini Advanced can provide above-average, accurate, and patient-friendly answers to common questions about T1D. Although no significant differences were observed, the latest versions of LLMs show promise for integration into healthcare, provided they continue to be evaluated and improved. Further research should focus on developing specialized LLMs tailored for pediatric diabetes care.

BMC PediatricsVol. 25(1)
Bursa Uludağ Üni̇versi̇tesi̇ (TR)
Openalex Percentile: Top 15%
Diabetes Management and Research
1.29
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