{"id":"W4404061408","doi":"10.1038/s41380-024-02784-2","title":"White matter microstructure in obesity and bipolar disorders: an ENIGMA bipolar disorder working group study in 2186 individuals","year":2024,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Brain Institute; Centre for Addiction and Mental Health; Dalhousie University","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; Norges Forskningsråd; National Health and Medical Research Council; Stiftelsen för Strategisk Forskning; Hjärnfonden; U.S. Department of Health and Human Services; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agence Nationale de la Recherche; National Institute of Mental Health; Vetenskapsrådet; Government of Canada; Deutsche Forschungsgemeinschaft","keywords":"Bipolar disorder; Psychology; White matter; Psychiatry; Obesity; Medicine; Cognition; Internal medicine; Magnetic resonance imaging","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":[],"consensus_categories":[],"category_scores_codex":[0.0001863342,0.0002501526,0.0002681394,0.0003845944,0.00006944693,0.00008396601,0.0001522425,0.0000982475,0.00002887329],"category_scores_gemma":[0.000006282422,0.000239724,0.00006031691,0.0007101184,0.00006128714,0.0001265372,0.0001102415,0.000605736,0.000007161825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003269509,"about_ca_system_score_gemma":0.00003240071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023469,"about_ca_topic_score_gemma":0.0006584761,"domain_scores_codex":[0.9984387,0.00009400607,0.000311686,0.0006719898,0.0001767498,0.0003069001],"domain_scores_gemma":[0.9993412,0.0000151487,0.00004126275,0.0005018162,0.000009270511,0.00009125546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001310763,0.0005483554,0.9917389,0.00009190625,0.00001772385,0.00004184174,0.0005307684,0.000007790402,0.001315712,0.0004268633,0.00009589552,0.005171121],"study_design_scores_gemma":[0.000740452,0.0001732573,0.9778225,0.0002342665,0.0000524191,0.00005126467,0.0003498794,0.0001461965,0.00003441965,0.006588832,0.01354712,0.0002593721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731934,0.01840182,0.00392908,0.003059515,0.0001335071,0.001055022,0.00001379293,0.0001654288,0.00004843228],"genre_scores_gemma":[0.9861068,0.0002819814,0.01225272,0.001069874,0.00005101179,0.00009981693,0.00003908021,0.00007310366,0.00002566513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811984,"threshold_uncertainty_score":0.9775661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295646474147369,"score_gpt":0.3053248755677769,"score_spread":0.2923684108263032,"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."}}