[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-seo-458320-105":3,"detail-sidebar-cat-0-en-105":81,"doc-detail-458320-en":130},{"code":4,"msg":5,"data":6},0,"ok",{"site_id":7,"language":8,"slug":9,"title":10,"keywords":11,"description":12,"schema_data":13,"social_meta":74,"head_meta":76,"extra_data":78,"updated_unix":80},105,"en","correction-uncovering-social-states-in-healthy-and-clinical-populations-using-digital-phenotyping-and-hidden-markov-models-observational-study-correction-notice","Correction: Uncovering Social States in Healthy and Clinical Populations Using Digital Phenotyping and Hidden Markov Models - Observational Study - Correction notice","","Correction notice addressing an error in the visualization of transition probabilities in Figure 8 for a previously published observational study on uncovering social states using digital phenotyping and hidden Markov models. The mistake involved calculating transition probabilities, but did not affect the paper’s text or the figure’s interpretation; values were not used for any analysis. The authors corrected related transition probability figures in Multimedia Appendix 2, and the corrected article was resubmitted after submission to PubMed Central and other full-text repositories.",{"@graph":14,"@context":73},[15,34,56],{"@type":16,"itemListElement":17},"BreadcrumbList",[18,23,27,31],{"item":19,"name":20,"@type":21,"position":22},"https://docshare.wps.com","Home","ListItem",1,{"item":24,"name":25,"@type":21,"position":26},"https://docshare.wps.com/document/","Document",2,{"item":28,"name":29,"@type":21,"position":30},"https://docshare.wps.com/document/healthcare/","Healthcare",3,{"item":32,"name":10,"@type":21,"position":33},"https://docshare.wps.com/document/correction-uncovering-social-states-in-healthy-and-clinical-populations-using-digital-phenotyping-and-hidden-markov-models-observational-study-correction-notice/458320/",4,{"url":32,"name":10,"@type":35,"image":36,"author":41,"headline":10,"publisher":44,"fileFormat":47,"inLanguage":8,"description":12,"dateModified":48,"datePublished":49,"encodingFormat":47,"isAccessibleForFree":50,"interactionStatistic":51},"DigitalDocument",{"url":37,"@type":38,"width":39,"height":40},"https://docshare.wps.com/thumbnails/correction-uncovering-social-states-in-healthy-and-clinical-populations-using-digital-phenotyping-and-hidden-markov-models-observational-study-correction-notice/458320.png","ImageObject",300,407,{"name":42,"@type":43},"Maya Linwood","Person",{"url":19,"name":45,"@type":46},"DocShare","Organization","application/pdf","2026-11-07","2026-09-30",true,{"@type":52,"interactionType":53,"userInteractionCount":55},"InteractionCounter",{"@type":54},"ViewAction",7,{"@type":57,"mainEntity":58},"FAQPage",[59,65,69],{"name":60,"@type":61,"acceptedAnswer":62},"What error was corrected in the notice?","Question",{"text":63,"@type":64},"The error was in the calculation used for visualizing transition probabilities in Figure 8.","Answer",{"name":66,"@type":61,"acceptedAnswer":67},"Did the correction affect the paper’s text or analyses?",{"text":68,"@type":64},"No. The interpretation of Figure 8 remained the same, the text was unaffected, and the values were not used in any analysis.",{"name":70,"@type":61,"acceptedAnswer":71},"Which additional materials were updated and how were they disseminated?",{"text":72,"@type":64},"Transition probability figures in Multimedia Appendix 2 for alternative models were corrected, and the corrected article was resubmitted to PubMed Central and other full-text repositories; the correction appears in the online version on the JMIR Publications site.","https://schema.org",{"og:url":32,"og:type":75,"og:title":10,"og:site_name":45,"og:description":12},"article",{"robots":77,"canonical":32},"index,follow",{"doc_id":79,"site_id":7},458320,1790752572,{"code":4,"msg":82,"data":83},"success",[84,88,92,96,101,106,109,114,119,122,126],{"id":22,"doc_module":4,"doc_module_name":25,"category_name":85,"show_sort_weight":86,"slug":87},"Story & Novel",90,"story-novel",{"id":26,"doc_module":4,"doc_module_name":25,"category_name":89,"show_sort_weight":90,"slug":91},"Literature",80,"literature",{"id":33,"doc_module":4,"doc_module_name":25,"category_name":93,"show_sort_weight":94,"slug":95},"Exam",70,"exam",{"id":97,"doc_module":4,"doc_module_name":25,"category_name":98,"show_sort_weight":99,"slug":100},5,"Comic",60,"comic",{"id":102,"doc_module":4,"doc_module_name":25,"category_name":103,"show_sort_weight":104,"slug":105},6,"Technology",50,"technology",{"id":55,"doc_module":4,"doc_module_name":25,"category_name":29,"show_sort_weight":107,"slug":108},40,"healthcare",{"id":110,"doc_module":4,"doc_module_name":25,"category_name":111,"show_sort_weight":112,"slug":113},8,"Research & Report",30,"research-report",{"id":115,"doc_module":4,"doc_module_name":25,"category_name":116,"show_sort_weight":117,"slug":118},9,"Religion & Spirituality",20,"religion-spirituality",{"id":117,"doc_module":4,"doc_module_name":25,"category_name":120,"show_sort_weight":117,"slug":121},"World Cup","world-cup",{"id":123,"doc_module":4,"doc_module_name":25,"category_name":124,"show_sort_weight":123,"slug":125},10,"Lifestyle","lifestyle",{"id":127,"doc_module":4,"doc_module_name":25,"category_name":128,"show_sort_weight":97,"slug":129},19,"General","general",{"code":4,"msg":82,"data":131},{"doc_id":79,"user_id":132,"nickname":42,"user_avatar":133,"doc_module":4,"category_id":55,"category_name":29,"doc_title":10,"doc_description":12,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":55,"is_deleted":4,"is_public":22,"is_downloadable":22,"audit_status":22,"page_count":30,"language":139,"language_code":8,"site_id":7,"html_lang":8,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":12,"update_tm":80,"read_time":110,"preview_page_count":4},962084928432,"https://ap-avatar.wpscdn.com/davatar_155a257f0dc6eb9ab79c44ca47cae57d","| JOURNAL OF MEDICAL INTERNET RESEARCH Leaning et al\u003Cbr>Corrigenda and Addenda\u003Cbr>Correction: Uncovering Social States in Healthy and Clinical Populations Using Digital Phenotyping and Hidden Markov Models:\u003Cbr>Observational Study\u003Cbr>Imogen E Leaning1,2, MSc; Andrea Costanzo3, PhD; Raj Jagesar3, PhD; Lianne M Reus4,5,6, PhD; Pieter Jelle Visser4,7,8, MD, PhD; Martien J H Kas3, Prof Dr; Christian F Beckmann 1,2, Prof Dr; Henricus G Ruhé1,9, MD, PhD; Andre F Marquand 1,2,10, Prof Dr |\n| --- |\n| 1Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, Nijmegen, The Netherlands 2Department for Medical Neuroscience, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands 3Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, The Netherlands 4Department of Neurology, Alzheimer Center, Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands 5Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Amsterdam, The Netherlands\u003Cbr>6Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, David Geffen School of Medicine, University of California, Los Angeles, CA, United States\u003Cbr>7Department of Psychiatry & Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands 8Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden 9Department of Psychiatry, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands\u003Cbr>10Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom\u003Cbr>Corresponding Author:\u003Cbr>Imogen E Leaning, MSc\u003Cbr>Donders Institute for Brain, Cognition and Behaviour Radboud University Nijmegen\u003Cbr>Trigon Building Kapittelweg 29 Nijmegen, 6525 EN The Netherlands Phone: 31 24 361 42 44\u003Cbr>Email: [imogen.leaning@donders.ru.nl](imogen.leaning@donders.ru.nl)\u003Cbr>Related Article:\u003Cbr>Correction of: [https://www.jmir.org/2025/1/e64007](https://www.jmir.org/2025/1/e64007)\u003Cbr>(J Med Internet Res 2025;27:e87810) doi:  10.2196/87810 |\n\nIn “Uncovering Social States in Healthy and Clinical Populations Using Digital Phenotyping and Hidden Markov Models: Observational Study” [1] the authors noted one error.  \nThe error pertains to the visualization of the transition probabilities in Figure 8, where a mistake in the calculation of these probabilities was made. This error did not impact any of the text in the paper as the interpretation of the figure remains the same, and the values were not used in any analysis. As the same code was used to visualize transition probabilities of  \nalternative models in the supplementary materials, the transition probability figures in Multimedia Appendix 2 have also been corrected.  \nThe 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.  \n[https://www.jmir.org/2025/1/e87810](https://www.jmir.org/2025/1/e87810)  \nXSL• FO  \nRenderX  \nJ Med Internet Res 2025 | vol. 27 | e87810 | p. 1 (page number not for citation purposes)  \n\n| JOURNAL OF MEDICAL INTERNET RESEARCH Leaning et al\u003Cbr>Figure 8. The probability of transitioning into the socially active state from each state, for each hour in the day. 0: midnight; S1: state 1 (socially inactive\u003Cbr>state), S2: state 2 (socially active state) . |\n| --- |\n| |\n| Multimedia Appendix 1\u003Cbr>Results from additional hidden Markov model (HMM) variations, including HMMs trained on the entire dataset and HMMs with 3-4 hidden states.\u003Cbr>[PDF File (Adobe PDF File), 1263 KB-Multimedia Appendix 1] |\n| Reference\u003Cbr>1. Leaning IE, Costanzo A, Jagesar R, Reus LM, Visser PJ, Kas MJH, et al. Uncovering social states in he","cbCaijYsSknqNMjV","https://ap.wps.com/l/cbCaijYsSknqNMjV","pdf",85974,"English","# Correction notice\n## Error scope and impact\n## Figure 8 and Multimedia Appendix 2 updates\n## Resubmission and publication details","[{\"question\":\"What error was corrected in the notice?\",\"answer\":\"The error was in the calculation used for visualizing transition probabilities in Figure 8.\"},{\"question\":\"Did the correction affect the paper’s text or analyses?\",\"answer\":\"No. The interpretation of Figure 8 remained the same, the text was unaffected, and the values were not used in any analysis.\"},{\"question\":\"Which additional materials were updated and how were they disseminated?\",\"answer\":\"Transition probability figures in Multimedia Appendix 2 for alternative models were corrected, and the corrected article was resubmitted to PubMed Central and other full-text repositories; the correction appears in the online version on the JMIR Publications site.\"}]","Correction: Uncovering Social States in Healthy and Clinical Populations Using Digital Phenotyping and Hidden Markov Models - Observational Study - Correction notice | PDF"]