{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005955763,0.0004889973,0.0008898593,0.0007248,0.0001295077,0.00004899818,0.0001785105,0.0003062307,0.000135616],"category_scores_gemma":[0.0004694368,0.0004763847,0.0001766422,0.0009338316,0.0002563481,0.0001666082,0.000157943,0.0007443486,0.00000419134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256845,"about_ca_system_score_gemma":0.0002801316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156715,"about_ca_topic_score_gemma":0.04550498,"domain_scores_codex":[0.9964874,0.0005034741,0.000807738,0.0008011644,0.0007540925,0.000646143],"domain_scores_gemma":[0.998392,0.0005660909,0.0001346527,0.0006274683,0.00006383067,0.0002159115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00027712,0.005170693,0.9613758,0.0003268327,0.0001952446,0.00004190223,0.001275681,0.0003663761,0.00008129393,0.00004156742,0.00001399063,0.03083344],"study_design_scores_gemma":[0.00937866,0.001158138,0.9751005,0.0003657861,0.0002422967,0.000006401729,0.004028154,0.004409936,0.0001294562,0.0002315329,0.00455657,0.000392548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490166,0.04644623,0.0003625796,0.001644432,0.0001582826,0.001875912,0.0001310473,0.00008173143,0.0002831745],"genre_scores_gemma":[0.9833027,0.01573253,0.0002262865,0.0002012139,0.00002145336,0.0003141059,0.00009701044,0.00007664131,0.00002810974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04393783,"threshold_uncertainty_score":0.9997688,"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."}}