{"id":"W3046044117","doi":"10.1002/hbm.25098","title":"What we learn about bipolar disorder from large‐scale neuroimaging: Findings and future directions from the <scp>ENIGMA</scp> Bipolar Disorder Working Group","year":2020,"lang":"en","type":"review","venue":"Human Brain Mapping","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of British Columbia; Dalhousie University; University of Toronto; Sunnybrook Health Science Centre; Ontario Brain Institute; Holland Bloorview Kids Rehabilitation Hospital","funders":"FP7 People: Marie-Curie Actions; National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; National Institute of Mental Health; Helse Sør-Øst RHF; Japan Society for the Promotion of Science; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Fok Ying Tung Education Foundation; National Center of Neurology and Psychiatry; Centro de Investigación Biomédica en Red de Salud Mental; Hersenstichting; Universidad de Antioquia; Brain and Behavior Research Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centre of Excellence in Cognition and its Disorders, Australian Research Council; Ministero della Salute; South London and Maudsley NHS Foundation Trust; Fondation pour la Recherche Médicale; FP7 Health; Macquarie University; Generalitat de Catalunya; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Irish Research Council; Vetenskapsrådet; Instituto de Salud Carlos III; National Natural Science Foundation of China; University of New South Wales; Australian Government; Norges Forskningsråd; Stiftelsen för Strategisk Forskning; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Health Research Board; National Institute for Health and Care Research; National Research Foundation; University of Cape Town; Nova Scotia Health Research Foundation; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Japan Agency for Medical Research and Development; Centres de Recerca de Catalunya; UK Research and Innovation; Killam Trusts; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; AstraZeneca; ZonMw; National Institute of General Medical Sciences; National Alliance for Research on Schizophrenia and Depression; Agence Nationale de la Recherche; Pittsburgh Foundation; European Regional Development Fund; King's College London; Wellcome Trust; Fondation de l'Avenir pour la Recherche Médicale Appliquée; Ministerstvo Zdravotnictví Ceské Republiky; John S. Dunn Foundation; William K. Warren Foundation; Ministerio de Ciencia, Innovación y Universidades","keywords":"Neuroimaging; Bipolar disorder; Psychology; Clinical psychology; White matter; Neuroscience; Psychiatry; Magnetic resonance imaging; Medicine; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003913145,0.0009045238,0.003215527,0.004370328,0.0003011249,0.002463348,0.001218288,0.001710982,0.003535411],"category_scores_gemma":[0.008325367,0.0005687152,0.002053277,0.005026031,0.00093312,0.002938926,0.001091665,0.002513153,0.0009044696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319025,"about_ca_system_score_gemma":0.003119958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328155,"about_ca_topic_score_gemma":0.006842063,"domain_scores_codex":[0.9990827,0.0003080673,0.000189601,0.0001528919,0.0002208472,0.00004598723],"domain_scores_gemma":[0.9901004,0.008106508,0.0006409636,0.0001816969,0.0008084632,0.0001619072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001184223,0.00002663055,0.0004991598,0.122883,0.001329376,0.0001153193,0.0001615347,0.000227561,0.0004216806,0.003989607,0.02023727,0.8499904],"study_design_scores_gemma":[0.00007041291,0.0001854293,0.007112707,0.201612,0.004807242,0.001357665,0.000421025,0.0002080795,0.0002744639,0.0127026,0.7711532,0.00009510091],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003459975,0.9990349,0.00003473937,0.0006310764,0.00009726605,0.000001899804,0.00001984821,0.000001972629,0.0001436714],"genre_scores_gemma":[0.0004596052,0.9988103,0.00009604363,0.0004165966,0.000150504,0.000004797975,0.00002448868,0.000001132049,0.00003663919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004370328,"threshold_uncertainty_score":0.02069497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118730904310637,"score_gpt":0.2822962925306015,"score_spread":0.2511089834874951,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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