{"id":"W2115281234","doi":"10.1192/bjp.bp.114.152850","title":"Insulin resistance and outcome in bipolar disorder","year":2014,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; National Alliance for Research on Schizophrenia and Depression","keywords":"Bipolar disorder; Insulin resistance; Internal medicine; Medicine; Odds ratio; Lithium (medication); Diabetes mellitus; Type 2 diabetes; Insulin; Bipolar I disorder; Endocrinology; Psychiatry; Mania","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":[0.000472793,0.00007892474,0.0002351132,0.00005265453,0.0001170213,0.0000476449,0.00008678069,0.00004618464,0.00002229737],"category_scores_gemma":[0.00006097771,0.0000598009,0.00007700366,0.0001180881,0.00006357784,0.00005878713,0.00001652214,0.0003374858,0.000004586291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579966,"about_ca_system_score_gemma":0.00004781326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545745,"about_ca_topic_score_gemma":0.0052552,"domain_scores_codex":[0.999166,0.00007926555,0.0003637077,0.00008649698,0.0001690772,0.0001355218],"domain_scores_gemma":[0.9995933,0.00003570609,0.0001308067,0.0001239525,0.00003981878,0.00007637531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064262,0.0002431822,0.9466905,0.00004834183,0.00004453346,0.00001415824,0.00007423545,9.67026e-7,0.0000068344,0.0006242978,0.0005953882,0.05155116],"study_design_scores_gemma":[0.003031297,0.0001519659,0.9555913,0.000304319,0.000080162,0.001444614,0.0001257912,0.000006581377,0.000002279246,0.004790551,0.03440784,0.0000633159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7289984,0.2608856,0.0001586307,0.008381677,0.0003176346,0.0001015724,0.000003335294,0.000006346264,0.001146771],"genre_scores_gemma":[0.9937324,0.003393155,0.001853726,0.0004601253,0.0002001946,0.000001526912,0.000001035097,0.00001492277,0.0003428924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.264734,"threshold_uncertainty_score":0.2932525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008045461180894328,"score_gpt":0.2529645262040336,"score_spread":0.2449190650231393,"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."}}