{"id":"W2179245721","doi":"10.1097/yco.0000000000000215","title":"Bipolar disorders, type 2 diabetes mellitus, and the brain","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Bipolar disorder; Internal medicine; Psychiatry; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005269182,0.0004704112,0.001410328,0.0002319895,0.00007340083,0.00003424283,0.0001840625,0.0002503872,0.00003520792],"category_scores_gemma":[0.00006671948,0.0002712324,0.0003333848,0.0005225033,0.0002053632,0.00004391903,0.0001033966,0.000726249,0.00008671352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007319533,"about_ca_system_score_gemma":0.0005478613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001449401,"about_ca_topic_score_gemma":0.00002634884,"domain_scores_codex":[0.9980091,0.0003100393,0.0005761164,0.000488747,0.0002775897,0.0003384151],"domain_scores_gemma":[0.9988667,0.0001565184,0.0002034941,0.0005697652,0.00003845469,0.0001650684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002593624,0.0003308805,0.009118396,0.01838472,0.0001697748,4.018806e-8,0.00007234749,2.083855e-8,7.075175e-10,0.002661791,0.01982403,0.949412],"study_design_scores_gemma":[0.002560609,0.0001263244,0.0005997729,0.0133867,0.0005416562,0.00001006177,0.00002378924,0.000005013097,2.066292e-9,0.002078427,0.9804128,0.0002548473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002795275,0.9807453,0.000003138409,0.001834107,0.01553368,0.001587159,0.00004840585,0.00004290841,0.0002024658],"genre_scores_gemma":[0.000004007229,0.9982152,0.00006675435,0.00003473061,0.0007985904,0.0001619679,0.0006133806,0.00005928918,0.00004606412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9605888,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500533592647514,"score_gpt":0.3755695385681414,"score_spread":0.32551617930339,"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."}}