{"id":"W2058387159","doi":"10.1007/s11325-012-0785-0","title":"High prevalence of undiagnosed obstructive sleep apnoea in the general population and methods for screening for representative controls","year":2012,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Population; Epidemiology; Pediatrics; Otorhinolaryngology; Neurology; Obstructive sleep apnea; Internal medicine; Surgery; Psychiatry; Environmental health","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":[0.004484621,0.0005684302,0.0007397713,0.001849076,0.0008176616,0.001001624,0.001172742,0.00135938,0.002134986],"category_scores_gemma":[0.01832856,0.0005957403,0.0005592667,0.0009548714,0.0005126987,0.0006555251,0.0007414473,0.0005305007,0.0003289027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119454,"about_ca_system_score_gemma":0.0003715731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007648295,"about_ca_topic_score_gemma":0.006578397,"domain_scores_codex":[0.9948506,0.002579404,0.0004922944,0.0009647254,0.000770963,0.0003420345],"domain_scores_gemma":[0.9960194,0.001580177,0.0005919749,0.0007643721,0.0006939202,0.0003501514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004107266,0.000323258,0.9902045,0.00004887112,0.00008315723,0.0001958513,0.0004555496,0.00004459617,0.001093479,0.0001196425,0.0002379687,0.006782589],"study_design_scores_gemma":[0.00004570706,0.0003157874,0.9973397,0.00002083972,0.0001100886,0.0006295185,0.0004122723,0.0003974906,0.0002759542,0.0001055244,0.0003366419,0.00001062203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994738,0.0006342932,0.00237969,0.0001099173,0.00003545775,0.0001933047,0.0002739878,0.00002267768,0.001612698],"genre_scores_gemma":[0.9965819,0.000155021,0.001923745,0.0001352265,0.0000349235,0.0002085776,0.0004325128,0.000009272907,0.0005188612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007648295,"threshold_uncertainty_score":0.02371722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069304280766687,"score_gpt":0.3962934569457792,"score_spread":0.3556004141381123,"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."}}