{"id":"W2291925880","doi":"10.1136/bmjopen-2015-009347","title":"Effect of obesity on cognition in adults with and without a mood disorder: study design and methods","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Mood; Major depressive disorder; Medicine; Neuropsychology; Bipolar disorder; Body mass index; Cognition; Psychiatry; Population; Executive functions; Mood disorders; Obesity; Effects of sleep deprivation on cognitive performance; Cognitive decline; Clinical psychology; Dementia; Internal medicine; Anxiety","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":[0.007521212,0.001924173,0.001931114,0.001459318,0.001880601,0.001259143,0.001255862,0.002081246,0.006380828],"category_scores_gemma":[0.005869636,0.001182779,0.002873469,0.001582453,0.001499447,0.0008552815,0.001514331,0.001039844,0.001084213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142885,"about_ca_system_score_gemma":0.002193023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003831917,"about_ca_topic_score_gemma":0.005698132,"domain_scores_codex":[0.9947644,0.00269058,0.0005425619,0.000971438,0.0004837797,0.0005471234],"domain_scores_gemma":[0.9967281,0.001026185,0.0008962911,0.0004353151,0.0005695274,0.000344677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1727429,0.04296505,0.7396421,0.001946842,0.003685985,0.0008975452,0.003367329,0.0004379706,0.003262528,0.0008670169,0.001807405,0.0283772],"study_design_scores_gemma":[0.02368038,0.1414101,0.8190369,0.000240397,0.002288292,0.0005991439,0.002597075,0.001278925,0.0007742259,0.0009455926,0.007006935,0.0001421377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731119,0.001380666,0.001440677,0.0001410271,0.00009949323,0.02107028,0.001249806,0.00001824747,0.001487893],"genre_scores_gemma":[0.8832406,0.0006712851,0.007385583,0.001045221,0.0002297318,0.1014429,0.001963574,0.00002036378,0.004000702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007521212,"threshold_uncertainty_score":0.03977644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272083461863808,"score_gpt":0.4074185215884637,"score_spread":0.3746976869698256,"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."}}