<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="correction"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Form Res</journal-id><journal-id journal-id-type="publisher-id">formative</journal-id><journal-id journal-id-type="index">27</journal-id><journal-title>JMIR Formative Research</journal-title><abbrev-journal-title>JMIR Form Res</abbrev-journal-title><issn pub-type="epub">2561-326X</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v10i1e93482</article-id><article-id pub-id-type="doi">10.2196/93482</article-id><article-categories><subj-group subj-group-type="heading"><subject>Corrigenda and Addenda</subject></subj-group></article-categories><title-group><article-title>Correction: Personalized Diabetes Treatment Support Using Large Language Models Fine-Tuned on Electronic Health Records: Development and Evaluation Study</article-title></title-group><contrib-group><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>He</surname><given-names>Shengyang</given-names></name><degrees>BSc</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>Zhang</surname><given-names>Yu</given-names></name><degrees>MSc</degrees><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author" corresp="yes" equal-contrib="yes"><name name-style="western"><surname>Li</surname><given-names>Jiaxi</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib></contrib-group><aff id="aff1"><institution>Department of Clinical Laboratory Medicine, Jinniu Maternity and Child Health Hospital of Chengdu</institution><addr-line>Chengdu</addr-line><country>China</country></aff><aff id="aff2"><institution>Information Center, West China Hospital of Sichuan University</institution><addr-line>Chengdu</addr-line><addr-line>Sichuan</addr-line><country>China</country></aff><author-notes><corresp>Correspondence to Jiaxi Li, PhD, Department of Clinical Laboratory Medicine, Jinniu Maternity and Child Health Hospital of Chengdu, Chengdu, 610041, China, 86 18227387870; <email>576213658@qq.com</email></corresp><fn fn-type="equal" id="equal-contrib1"><label>*</label><p>all authors contributed equally</p></fn></author-notes><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>26</day><month>3</month><year>2026</year></pub-date><volume>10</volume><elocation-id>e93482</elocation-id><history><date date-type="received"><day>13</day><month>02</month><year>2026</year></date><date date-type="accepted"><day>19</day><month>02</month><year>2026</year></date></history><copyright-statement>&#x00A9; Shengyang He, Yu Zhang, Jiaxi Li. Originally published in JMIR Formative Research (<ext-link ext-link-type="uri" xlink:href="https://formative.jmir.org">https://formative.jmir.org</ext-link>), 26.3.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://formative.jmir.org">https://formative.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://formative.jmir.org/2026/1/e93482"/><related-article related-article-type="corrected-article" ext-link-type="doi" xlink:href="10.2196/71541" xlink:title="Correction of" xlink:type="simple">https://formative.jmir.org/2026/1/e71541</related-article><abstract/></article-meta></front><body><p>In &#x201C;Personalized Diabetes Treatment Support Using Large Language Models Fine-Tuned on Electronic Health Records: Development and Evaluation Study&#x201D; [<xref ref-type="bibr" rid="ref1">1</xref>], the authors noted one error.</p><p>In the author list, the first author&#x2019;s name was changed from the following:</p><disp-quote><p>ShenYang He</p></disp-quote><p>The name now reads:</p><disp-quote><p>Shengyang He</p></disp-quote><p>The correction will appear in the online version of the paper on the JMIR Publications website, together with the publication of this correction notice. Because this was made after submission to PubMed, PubMed Central, and other full-text repositories, the corrected article has also been resubmitted to those repositories.</p></body><back><ref-list><title>References</title><ref id="ref1"><label>1</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>He</surname><given-names>S</given-names> </name><name name-style="western"><surname>Zhang</surname><given-names>Y</given-names> </name><name name-style="western"><surname>Li</surname><given-names>J</given-names> </name></person-group><article-title>Personalized diabetes treatment support using large language models fine-tuned on electronic health records: development and evaluation study</article-title><source>JMIR Form Res</source><year>2026</year><month>02</month><day>9</day><volume>10</volume><fpage>e71541</fpage><pub-id pub-id-type="doi">10.2196/71541</pub-id><pub-id pub-id-type="medline">41662664</pub-id></nlm-citation></ref></ref-list></back></article>