<?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="retraction"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Med Inform</journal-id><journal-id journal-id-type="publisher-id">medinform</journal-id><journal-id journal-id-type="index">7</journal-id><journal-title>JMIR Medical Informatics</journal-title><abbrev-journal-title>JMIR Med Inform</abbrev-journal-title><issn pub-type="epub">2291-9694</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">v13i1e76833</article-id><article-id pub-id-type="doi">10.2196/76833</article-id><article-categories><subj-group subj-group-type="heading"><subject>Retraction</subject></subj-group></article-categories><title-group><article-title>Retraction: &#x201C;Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning&#x201D;</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><collab>JMIR Editorial Office</collab><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff id="aff1"><institution>JMIR Publications</institution><addr-line>130 Queens Quay East, Suite 1100-1102</addr-line><addr-line>Toronto</addr-line><addr-line>ON</addr-line><country>Canada</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Editorial Office</surname><given-names>JMIR</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to JMIR Editorial Office, JMIR Publications, 130 Queens Quay East, Suite 1100-1102, Toronto, ON, M5A 0P6, Canada, 1 4165832040; <email>ed-support@jmir.org</email></corresp></author-notes><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>6</day><month>5</month><year>2025</year></pub-date><volume>13</volume><elocation-id>e76833</elocation-id><history><date date-type="received"><day>01</day><month>05</month><year>2025</year></date><date date-type="accepted"><day>01</day><month>05</month><year>2025</year></date></history><copyright-statement>&#x00A9; JMIR Editorial Office. Originally published in JMIR Medical Informatics (<ext-link ext-link-type="uri" xlink:href="https://medinform.jmir.org">https://medinform.jmir.org</ext-link>), 6.5.2025. </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 (<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 Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://medinform.jmir.org/">https://medinform.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://medinform.jmir.org/2025/1/e76833"/><related-article related-article-type="retracted-article" ext-link-type="doi" xlink:href="10.2196/24754" xlink:title="Retraction of" xlink:type="simple">https://medinform.jmir.org/2021/4/e24754</related-article><related-article related-article-type="commentary article" ext-link-type="doi" xlink:href="10.2196/66556" xlink:title="Comment on" xlink:type="simple">https://medinform.jmir.org/2025/1/e66556</related-article></article-meta></front><body><p>The article &#x201C;Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning&#x201D; [<xref ref-type="bibr" rid="ref1">1</xref>] is being retracted due to analytical errors and irreproducibility of the results, which led to the overestimation of predictive value. The issues are detailed by the authors of a letter to the editor [<xref ref-type="bibr" rid="ref2">2</xref>] and were confirmed during investigation by JMIR Publications.</p><p>Authors Wang and Avillach responded and expressed neither agreement nor disagreement with the decision.</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>Wang</surname><given-names>H</given-names> </name><name name-style="western"><surname>Avillach</surname><given-names>P</given-names> </name></person-group><article-title>Diagnostic classification and prognostic prediction using common genetic variants in autism spectrum disorder: genotype-based deep learning</article-title><source>JMIR Med Inform</source><year>2021</year><month>04</month><day>7</day><volume>9</volume><issue>4</issue><fpage>e24754</fpage></nlm-citation></ref><ref id="ref2"><label>2</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Miller</surname><given-names>C</given-names> </name><name name-style="western"><surname>Portlock</surname><given-names>T</given-names> </name><name name-style="western"><surname>Nyaga</surname><given-names>DM</given-names> </name><name name-style="western"><surname>Gamble</surname><given-names>GD</given-names> </name><name name-style="western"><surname>O&#x2019;Sullivan</surname><given-names>JM</given-names> </name></person-group><article-title>Code error in &#x201C;Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning&#x201D;</article-title><source>JMIR Med Inform</source><year>2025</year><volume>13</volume><fpage>e66556</fpage><pub-id pub-id-type="doi">10.2196/66556</pub-id></nlm-citation></ref></ref-list></back></article>