{"id":"W2095798253","doi":"10.1192/bjp.bp.110.089128","title":"Detection of bipolar disorder","year":2011,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Hypomania; Bipolar disorder; Bipolar II disorder; Depression (economics); Major depressive disorder; Psychiatry; Psychology; Treatment of bipolar disorder; Mania; Prevalence of mental disorders; Clinical psychology; Medicine; Lithium (medication); Mood; Mental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009504297,0.0004755609,0.00073087,0.0007563233,0.001418694,0.0007490877,0.0006546202,0.008258399,0.003992639],"category_scores_gemma":[0.008923243,0.0002910044,0.0004782981,0.0004945929,0.0007278197,0.001125716,0.0005307897,0.005020661,0.002872586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945855,"about_ca_system_score_gemma":0.001054656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237774,"about_ca_topic_score_gemma":0.01622071,"domain_scores_codex":[0.9984964,0.0004584866,0.0001993815,0.0001120589,0.0004996501,0.0002339485],"domain_scores_gemma":[0.9979538,0.0007046529,0.0002419041,0.00009902384,0.0006327609,0.0003679031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000327609,0.0002806242,0.07295697,0.0004569678,0.00004762663,0.1005245,0.0009576835,0.0002711204,0.003780462,0.004085612,0.6899335,0.1263774],"study_design_scores_gemma":[0.0002303042,0.0006470596,0.1203407,0.003969663,0.00008747083,0.3128643,0.001885272,0.00313038,0.00167288,0.01445004,0.5405687,0.0001532363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04698104,0.01768734,0.001617284,0.823553,0.01999449,0.0001985028,0.0004226079,0.0001974728,0.08934826],"genre_scores_gemma":[0.3351959,0.01729618,0.002522199,0.5766989,0.03241576,0.0001514093,0.0005725234,0.00006289831,0.0350843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01237774,"threshold_uncertainty_score":0.02461141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002984178661589,"score_gpt":0.2307953910806691,"score_spread":0.2207655492940532,"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."}}