{"id":"W3203404130","doi":"10.1016/j.jad.2021.09.094","title":"Clinical and demographic factors associated with delayed diagnosis of bipolar disorder: Data from Health Outcomes and Patient Evaluations in Bipolar Disorder (HOPE-BD) study","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Western University; University of Toronto; McGill University; University of British Columbia","funders":"","keywords":"Bipolar disorder; Psychiatry; Anxiety; Bipolar II disorder; Mood; Depression (economics); Bipolar I disorder; Not Otherwise Specified; Mood disorders; Age of onset; Major depressive episode; Medicine; Psychology; Mania; Clinical psychology; Internal medicine; Disease","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":[0.0006396707,0.0002537891,0.0003457422,0.0006017424,0.000415992,0.0005675623,0.0003751688,0.0006173439,0.001612012],"category_scores_gemma":[0.002786161,0.0002721567,0.00056991,0.000867344,0.0001835671,0.0005093847,0.0005074493,0.00110852,0.0001705936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968818,"about_ca_system_score_gemma":0.0004313551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009177654,"about_ca_topic_score_gemma":0.01434048,"domain_scores_codex":[0.9995875,0.0001143748,0.00007205478,0.00006915603,0.00007420655,0.00008268555],"domain_scores_gemma":[0.997198,0.0004076779,0.001483591,0.0001198747,0.0002118783,0.0005790651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449797,0.00005363563,0.9992707,0.000004091713,0.00003155032,0.00003436634,0.00002989575,0.00001108649,0.00004427061,0.000006599017,0.00008924269,0.0002794826],"study_design_scores_gemma":[0.000009126259,0.00005496008,0.999638,0.000002524853,0.00001339557,0.00007306158,0.0001063707,0.00003211733,0.00001199776,0.000006354433,0.00005001944,0.000001972443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983632,0.000144906,0.00002743347,0.00005863244,0.0000102009,0.0000086129,0.0009902726,0.000001948996,0.0003947426],"genre_scores_gemma":[0.9983741,0.00008028321,0.00004372142,0.0000389017,0.00001317979,0.00001030804,0.001280903,0.000001941662,0.0001566594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009177654,"threshold_uncertainty_score":0.0182485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416793025313914,"score_gpt":0.3655232602124504,"score_spread":0.3238439576810589,"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."}}