{"id":"W4200280308","doi":"10.1111/bdi.13172","title":"Diagnosis of bipolar disorders and body mass index predict clustering based on similarities in cortical thickness—ENIGMA study in 2436 individuals","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"FP7 Health; FP7 People: Marie-Curie Actions; Janssen Pharmaceuticals; National Institute of Mental Health; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Interdisziplinäres Zentrum für Klinische Forschung, Universitätsklinikum Würzburg; Sociedad Andaluza de Neurología; Otsuka Pharmaceutical; Centro de Investigación Biomédica en Red de Salud Mental; Universidad de Antioquia; Vetenskapsrådet; Ministerio de Ciencia e Innovación; AbbVie; Hjärnfonden; Hospital Universitario de San Vicente Fundación; Canadian Network for Mood and Anxiety Treatments; Lundbeckfonden; Generalitat de Catalunya; Federación Española de Enfermedades Raras; Singapore Bioimaging Consortium; Irish Research Council; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Deutsche Forschungsgemeinschaft; Stiftelsen för Strategisk Forskning; South African Medical Research Council; Ministero della Salute; Alkermes; Dainippon Sumitomo Pharma; William K. Warren Foundation; Australian Government; National Institute of General Medical Sciences; Sunovion; Instituto de Salud Carlos III; National Research Foundation; University of Cape Town; Nova Scotia Health Research Foundation; National Health and Medical Research Council; Allergan; AstraZeneca; National Institute on Aging; Stiftelsen för Strategisk Forskning; Health Research Board; Biogen; Medical Research Council; Teva Pharmaceutical Industries","keywords":"Body mass index; Obesity; Cortex (anatomy); Bipolar disorder; Cluster (spacecraft); Psychology; Internal medicine; Medicine; Neuroscience; Lithium (medication)","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":[0.0005496371,0.0003680298,0.0004901371,0.000814523,0.001083083,0.0006408475,0.0003887865,0.0006082965,0.002033686],"category_scores_gemma":[0.001577076,0.000621671,0.000618832,0.001023483,0.0003208331,0.0003083939,0.0005420464,0.0005265631,0.0006456366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002995469,"about_ca_system_score_gemma":0.0002389585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009852633,"about_ca_topic_score_gemma":0.01045097,"domain_scores_codex":[0.9997383,0.00005622068,0.00003092458,0.00009612241,0.00003676235,0.00004175413],"domain_scores_gemma":[0.9993074,0.0000902618,0.0002503163,0.0001227975,0.00009761415,0.0001316356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000333209,0.00007905792,0.9970594,0.00001630179,0.0001278253,0.0001354829,0.0004455492,0.00003462409,0.0004866891,0.00001635253,0.0002266358,0.001038696],"study_design_scores_gemma":[0.00001842986,0.00008223599,0.9990132,0.000005769689,0.00003940454,0.0002441384,0.0002709964,0.0001438779,0.00003927795,0.00002308047,0.0001158923,0.000003734853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994855,0.00005994576,0.00005675123,0.00001095202,0.000002346747,0.00001190709,0.0002802359,0.000001956908,0.00009046456],"genre_scores_gemma":[0.9989285,0.00005676186,0.0001273485,0.00002604901,0.000007108213,0.00002084155,0.0006402892,0.000003366046,0.0001896465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009852633,"threshold_uncertainty_score":0.01959062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281546152303271,"score_gpt":0.2632918809084052,"score_spread":0.2504764193853725,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}