{"id":"W2723063975","doi":"10.1136/bmjopen-2016-015462","title":"The Bipolar Illness Onset study: research protocol for the BIO cohort study","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brain and Cognition Discovery Foundation; McMaster University; University of Toronto","funders":"Region Hovedstadens Psykiatri; Copenhagen Center for Health Technology; Gangstedfonden; Region Hovedstaden; Lundbeckfonden; Helsefonden; Markedsmodningsfonden; Innovationsfonden; Sundhed og Sygdom, Det Frie Forskningsråd","keywords":"Medicine; Protocol (science); Epidemiology; Cohort study; Bipolar disorder; Cohort; Family medicine; Psychiatry; Gerontology; Alternative medicine; Internal medicine; Pathology","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":[0.01313177,0.003777882,0.003626522,0.001701268,0.002466048,0.001916788,0.002372754,0.003409265,0.05453859],"category_scores_gemma":[0.01308977,0.002045602,0.001685417,0.002825007,0.001007917,0.001779201,0.001769049,0.003254364,0.01721949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202632,"about_ca_system_score_gemma":0.007475997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003509343,"about_ca_topic_score_gemma":0.005486844,"domain_scores_codex":[0.9933717,0.003532252,0.001095213,0.000954674,0.0005795852,0.000466596],"domain_scores_gemma":[0.9934943,0.00103567,0.001121868,0.001559141,0.002137403,0.0006515447],"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":[0.2452466,0.01585965,0.06347971,0.03343409,0.002833654,0.002430853,0.003757273,0.004595476,0.007929795,0.01761158,0.4879358,0.1148855],"study_design_scores_gemma":[0.2386846,0.02503728,0.2003627,0.01333917,0.002303308,0.001316997,0.00247376,0.007206272,0.002763643,0.01828447,0.4874351,0.0007926839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007726391,0.0006982582,0.007079661,0.000621377,0.0005355749,0.9478592,0.03144773,0.0002080563,0.003823632],"genre_scores_gemma":[0.005838037,0.000275581,0.004561138,0.0003570288,0.0000940881,0.9825001,0.005270549,0.00002296419,0.001080601],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05453859,"threshold_uncertainty_score":0.1824497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2785585863307112,"score_gpt":0.5658677278570611,"score_spread":0.2873091415263498,"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."}}