{"id":"W3196170572","doi":"10.1007/s11325-021-02450-9","title":"Diagnostic accuracy of screening questionnaires for obstructive sleep apnoea in adults in different clinical cohorts: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"NIHR Leicester Biomedical Research Centre; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Meta-analysis; Cohort study; Cohort; Polysomnography; Observational study; Otorhinolaryngology; Prospective cohort study; Internal medicine; Physical therapy; Surgery; Apnea","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":[0.01234299,0.003001562,0.01858586,0.004423611,0.0006755759,0.003398046,0.00231162,0.002908507,0.002722445],"category_scores_gemma":[0.03282485,0.002148392,0.04357124,0.004674711,0.00104734,0.002215431,0.002228717,0.002216629,0.0002885707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995649,"about_ca_system_score_gemma":0.002586467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009001787,"about_ca_topic_score_gemma":0.02282853,"domain_scores_codex":[0.9907692,0.003174065,0.003231596,0.001522755,0.000961788,0.000340622],"domain_scores_gemma":[0.9811254,0.01428276,0.002653372,0.0007436049,0.001003445,0.0001915926],"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":[0.002508589,0.00004104396,0.01203091,0.1710141,0.8022695,0.00008520938,0.0001257785,0.0002477428,0.0002152316,0.00005913786,0.00034288,0.01105976],"study_design_scores_gemma":[0.0006507942,0.0001461876,0.006753615,0.007137907,0.9844881,0.0000534433,0.00005170801,0.00009288989,0.00005757953,0.0000655037,0.0004764024,0.00002588829],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01099039,0.9877115,0.0004013643,0.00009317697,0.0001647856,0.0001404014,0.0003338941,0.0000212544,0.0001433134],"genre_scores_gemma":[0.3440415,0.6490892,0.003106503,0.001340513,0.0003690423,0.000572329,0.001067715,0.00004484691,0.0003682903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01858586,"threshold_uncertainty_score":0.06527674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08709307272776681,"score_gpt":0.4103808570142322,"score_spread":0.3232877842864653,"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."}}