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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Artif. Intell.</journal-id>
<journal-title>Frontiers in Artificial Intelligence</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Artif. Intell.</abbrev-journal-title>
<issn pub-type="epub">2624-8212</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/frai.2025.1659362</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Artificial Intelligence</subject>
<subj-group>
<subject>Correction</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Correction: Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Jin</surname> <given-names>Tongtong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2817679/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Halili</surname> <given-names>Ayitijiang&#x000B7;</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3104733/overview"/>
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<aff id="aff1"><sup>1</sup><institution>School of Law, Shanxi University of Finance and Economics</institution>, <addr-line>Taiyuan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Public Management (Law), Xinjiang Agricultural University</institution>, <addr-line>Urumqi</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Approved by: Frontiers Editorial Office, Frontiers Media SA, Switzerland</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Ayitijiang&#x000B7;Halili <email>1123961788&#x00040;xjau.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>8</volume>
<elocation-id>1659362</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Jin and Halili.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Jin and Halili</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<related-article id="RA1" related-article-type="corrected-article" journal-id="Front. Artif. Intell." journal-id-type="nlm-ta" vol="8" page="1624171" xlink:href="10.3389/frai.2025.1624171" ext-link-type="doi">A Correction on <article-title>Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data</article-title> by Jin, T., and Halili, A. (2025). <italic>Front. Artif. Intell</italic>. 8:1624171. doi: <object-id>10.3389/frai.2025.1624171</object-id></related-article>
<kwd-group>
<kwd>disabled older adults</kwd>
<kwd>depression</kwd>
<kwd>risk prediction</kwd>
<kwd>machine learning</kwd>
<kwd>CHARLS</kwd>
<kwd>mental health LR</kwd>
<kwd>HistGBM</kwd>
<kwd>MLP</kwd>
</kwd-group>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Medicine and Public Health</meta-value>
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</article-meta>
</front>
<body>
<p>Author Ayitijiang&#x000B7;Halili was erroneously written as Ayitijiang Halili.</p>
<p>Affiliation <sup>1</sup>School of Law, Shanxi University of Finance and Economics, Taiyuan, China was erroneously written as: <sup>1</sup>College of Public Management (Law), Shanxi University of Finance and Economics, Taiyuan, China.</p>
<p>Affiliation <sup>2</sup>College of Public Management (Law), Xinjiang Agricultural University, Urumqi, China was erroneously written as <sup>2</sup>School of Law, Xinjiang Agricultural University, Urumqi, China.</p>
<p>The original version of this article has been updated.</p>
</body>
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