{"id":"W4296890704","doi":"10.1016/j.jad.2022.09.048","title":"Sex-specific associations between lifetime diagnosis of bipolar disorder and cardiovascular disease: A cross-sectional analysis of 257,673 participants from the UK Biobank","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Krembil Foundation; Centre for Addiction and Mental Health","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Confounding; Disease; Bipolar disorder; Internal medicine; Cross-sectional study; Coronary artery disease; Biobank; Angina; Myocardial infarction; Arterial stiffness; Atrial fibrillation; Heart failure; Comorbidity; Blood pressure; Bioinformatics; Pathology","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":[0.001126206,0.0003729519,0.0008306595,0.000874829,0.0006922071,0.0009216351,0.0006961978,0.001037879,0.002819761],"category_scores_gemma":[0.003096258,0.0008044561,0.0008091253,0.002087875,0.0004127318,0.0007814621,0.0009578496,0.0008171059,0.0005706925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303464,"about_ca_system_score_gemma":0.0003414798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02831854,"about_ca_topic_score_gemma":0.02952134,"domain_scores_codex":[0.9984857,0.0004212632,0.0002406925,0.0004751303,0.0001624391,0.0002147266],"domain_scores_gemma":[0.9972491,0.0005611373,0.001059445,0.0004974707,0.0003247859,0.0003080455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002492098,0.00002694765,0.9976585,0.00002096511,0.0002383291,0.0001274285,0.0003058613,0.00002459375,0.000532708,0.0000194753,0.0002445812,0.0005512352],"study_design_scores_gemma":[0.000008419903,0.00003926996,0.999313,0.000006961716,0.00005309396,0.0001264915,0.0002354758,0.00003335644,0.00002446755,0.000008327809,0.000146563,0.000004512689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958897,0.0004683047,0.0001368044,0.00006071898,0.00001463485,0.00001073781,0.003108628,0.000004374089,0.0003061386],"genre_scores_gemma":[0.9968632,0.000225383,0.000133134,0.00007546262,0.000011935,0.00003448886,0.002215325,0.000007633507,0.0004335072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831854,"threshold_uncertainty_score":0.05630738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274293440507537,"score_gpt":0.2901650178478671,"score_spread":0.2674220834427918,"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."}}