{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007303635,0.0001417506,0.0002666682,0.00003394457,0.004378684,0.0007672522,0.001449385,0.00004078305,0.0000588517],"category_scores_gemma":[0.0006638344,0.00006117821,0.00006561522,0.00009104319,0.0002089424,0.0001043362,0.00105664,0.0002362286,0.00008951377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806128,"about_ca_system_score_gemma":0.0003418515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151504,"about_ca_topic_score_gemma":0.01055359,"domain_scores_codex":[0.9980182,0.0003627708,0.0002483214,0.0003494169,0.0006632135,0.0003580831],"domain_scores_gemma":[0.9965112,0.0004486887,0.0001122884,0.002585622,0.0002578184,0.0000844403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001576788,0.002410243,0.9597195,0.00002545783,0.0005451039,0.00001266974,0.001214459,7.309043e-8,0.000001720593,0.00007480176,0.006405447,0.02801377],"study_design_scores_gemma":[0.006214304,0.001977049,0.7679305,0.00003348784,0.000120881,0.000007593004,0.005055014,0.00001512541,0.0000354805,0.0001100998,0.2184224,0.00007799305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02458919,0.00005789387,0.00000560202,0.005736061,0.00009426059,0.9654312,0.00001645098,0.00001645837,0.00405289],"genre_scores_gemma":[0.3648455,0.000002442016,0.0000139181,0.00002450952,0.00008015091,0.6305962,0.000002534668,0.00001902456,0.004415808],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3402563,"threshold_uncertainty_score":0.9969175,"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."}}