<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "http://dtd.nlm.nih.gov/publishing/2.0/journalpublishing.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="correction" dtd-version="2.0">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMIR</journal-id>
      <journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id>
      <journal-title>Journal of Medical Internet Research</journal-title>
      <issn pub-type="epub">1438-8871</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">v27i1e85415</article-id>
      <article-id pub-id-type="pmid">41092387</article-id>
      <article-id pub-id-type="doi">10.2196/85415</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Corrigenda and Addenda</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Corrigenda and Addenda</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Correction: Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation</article-title>
      </title-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Velardo</surname>
            <given-names>Carmelo</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Sensyne Health, plc</institution>
            <addr-line>Schrodinger Building</addr-line>
            <addr-line>Heatley Road</addr-line>
            <addr-line>Oxford, OX4 4GE</addr-line>
            <country>United Kingdom</country>
            <phone>44 0330 058 1845</phone>
            <email>carmelo.velardo@sensynehealth.com</email>
          </address>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-4836-3743</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Clifton</surname>
            <given-names>David</given-names>
          </name>
          <degrees>DPhil</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-9848-8555</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Hamblin</surname>
            <given-names>Steven</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-1812-1532</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Khan</surname>
            <given-names>Rabia</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-9230-6362</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Tarassenko</surname>
            <given-names>Lionel</given-names>
          </name>
          <degrees>DPhil</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-0118-1646</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>Mackillop</surname>
            <given-names>Lucy</given-names>
          </name>
          <degrees>MA</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff3" ref-type="aff">3</xref>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-1927-1594</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Sensyne Health, plc</institution>
        <addr-line>Oxford</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Department of Engineering Science, University of Oxford</institution>
        <addr-line>Oxford</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Oxford University Hospitals NHS Foundation Trust</institution>
        <addr-line>Oxford</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Nuffield Department of Women’s Reproductive Health, University of Oxford</institution>
        <addr-line>Oxford</addr-line>
        <country>United Kingdom</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Carmelo Velardo <email>carmelo.velardo@sensynehealth.com</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>15</day>
        <month>10</month>
        <year>2025</year>
      </pub-date>
      <volume>27</volume>
      <elocation-id>e85415</elocation-id>
      <history>
        <date date-type="received">
          <day>7</day>
          <month>10</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>9</day>
          <month>10</month>
          <year>2025</year>
        </date>
      </history>
      <copyright-statement>©Carmelo Velardo, David Clifton, Steven Hamblin, Rabia Khan, Lionel Tarassenko, Lucy Mackillop. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 15.10.2025.</copyright-statement>
      <copyright-year>2025</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 (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://www.jmir.org/2025/1/e85415" xlink:type="simple"/>
      <related-article related-article-type="corrected-article" id="v23i3e21435" ext-link-type="doi" xlink:href="10.2196/21435" vol="23" page="e21435" xlink:type="simple" xlink:title="Correction of:">https://www.jmir.org/2021/3/e21435</related-article>
    </article-meta>
  </front>
  <body>
    <p>In “Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation” [<xref ref-type="bibr" rid="ref1">1</xref>] the JMIR editors noted one error.</p>
    <p>The <xref rid="figure6" ref-type="fig">Figure 6</xref> originally published has been revised due to a typo. The new <xref rid="figure6" ref-type="fig">Figure 6</xref> replacing the originally published one is below.</p>
    <p>The previous version of <xref rid="figure6" ref-type="fig">Figure 6</xref> can be found in <xref ref-type="app" rid="app1">Multimedia Appendix 1</xref>.</p>
    <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>
    <fig id="figure6" position="float">
      <label>Figure 6</label>
      <caption>
        <p>Experimental results. (a) ROC curve depicting the 100 repetitions of the classification experiment (see Figure 3). (b) Histogram showing the distribution of AUC values for all 100 experiments. (c) Ranking of selected variables over 100 repeated experiments. (d) Top ten variables out of 100 repeated experiments. AUC: area under the curve; FPR: false-positive rate; ROC: receiver operating characteristic; TPR: true-positive rate.</p>
      </caption>
      <graphic xlink:href="jmir_v27i1e85415_fig6.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
    </fig>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Originally published Figure 6.</p>
        <media xlink:href="jmir_v27i1e85415_app1.pdf" xlink:title="PDF File  (Adobe PDF File), 69 KB"/>
      </supplementary-material>
    </app-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Velardo</surname>
              <given-names>Carmelo</given-names>
            </name>
            <name name-style="western">
              <surname>Clifton</surname>
              <given-names>David</given-names>
            </name>
            <name name-style="western">
              <surname>Hamblin</surname>
              <given-names>Steven</given-names>
            </name>
            <name name-style="western">
              <surname>Khan</surname>
              <given-names>Rabia</given-names>
            </name>
            <name name-style="western">
              <surname>Tarassenko</surname>
              <given-names>Lionel</given-names>
            </name>
            <name name-style="western">
              <surname>Mackillop</surname>
              <given-names>Lucy</given-names>
            </name>
          </person-group>
          <article-title>Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation</article-title>
          <source>J Med Internet Res</source>
          <year>2021</year>
          <month>03</month>
          <day>10</day>
          <volume>23</volume>
          <issue>3</issue>
          <fpage>e21435</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.jmir.org/2021/3/e21435/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/21435</pub-id>
          <pub-id pub-id-type="medline">33688832</pub-id>
          <pub-id pub-id-type="pii">v23i3e21435</pub-id>
          <pub-id pub-id-type="pmcid">PMC7991989</pub-id>
        </nlm-citation>
      </ref>
    </ref-list>
  </back>
</article>
