{"id":"W2039675428","doi":"10.1016/j.jad.2014.10.024","title":"Screening for bipolar spectrum disorders: A comprehensive meta-analysis of accuracy studies","year":2014,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Bipolar disorder; Hypomania; Psychiatry; Medicine; Checklist; Meta-analysis; Prevalence of mental disorders; PsycINFO; Population; Mental health; Clinical psychology; MEDLINE; Mood; Psychology; Internal medicine; Mania","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":[0.02737454,0.003922784,0.0204965,0.006673355,0.0008962661,0.003577906,0.002943445,0.00264287,0.003096744],"category_scores_gemma":[0.05983348,0.002254049,0.03984242,0.00765953,0.0008359585,0.002810631,0.002335001,0.002142255,0.0002975315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844324,"about_ca_system_score_gemma":0.002859876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005482742,"about_ca_topic_score_gemma":0.01512971,"domain_scores_codex":[0.9802537,0.009925612,0.005344525,0.002127151,0.001912971,0.000436171],"domain_scores_gemma":[0.9548689,0.03613323,0.004531348,0.002102411,0.002015817,0.000348353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001443482,0.00002725773,0.009445012,0.09970226,0.8707832,0.0000899685,0.0001026332,0.0003825669,0.0001944391,0.0001190929,0.0004422821,0.0172678],"study_design_scores_gemma":[0.0003196075,0.00009624082,0.004337484,0.006113094,0.9876216,0.00008658919,0.00003989309,0.0001214299,0.00007457937,0.0002565768,0.000912495,0.00002035485],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00558276,0.992321,0.001149201,0.0001431495,0.000127052,0.0001246085,0.0003550287,0.00002765392,0.0001696043],"genre_scores_gemma":[0.2588117,0.7265351,0.01025853,0.001311452,0.0003685793,0.0005001516,0.001760178,0.00009534252,0.0003589706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02737454,"threshold_uncertainty_score":0.1447721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458438449087226,"score_gpt":0.4291813064021795,"score_spread":0.2833374614934569,"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."}}