{"id":"W2003286699","doi":"10.1378/chest.10037","title":"The Prevalence Rate and Risk of Obstructive Sleep Apnea in Canada","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep apnea syndromes; Sleep (system call); Apnea; Pediatrics; Emergency medicine; Internal medicine; Polysomnography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004659738,0.000238746,0.0003596312,0.00202795,0.002095606,0.001333589,0.001314276,0.0008462931,0.004136153],"category_scores_gemma":[0.003977688,0.0005267797,0.0007751081,0.004214077,0.0006172807,0.0005231246,0.0006575951,0.001171782,0.0002998709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0196398,"about_ca_system_score_gemma":0.02924453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952319,"about_ca_topic_score_gemma":0.9953105,"domain_scores_codex":[0.9989854,0.00006118262,0.00009451187,0.0001238815,0.0003732744,0.0003618473],"domain_scores_gemma":[0.9954615,0.0002807813,0.0008179923,0.00008203198,0.002063508,0.001294128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005671958,0.00002289813,0.996195,0.00002013076,0.00004183776,0.00009839467,0.0001872879,0.00009763398,0.00008820865,0.0001067383,0.001053595,0.002031619],"study_design_scores_gemma":[0.000008232056,0.00001246879,0.9983981,0.00001857084,0.000021044,0.0001120473,0.0005404541,0.0003019389,0.00003254509,0.00002381384,0.0005222015,0.00000856062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983631,0.00228757,0.0001261594,0.001356615,0.00005273378,0.00003458765,0.007163827,0.00002818972,0.005319195],"genre_scores_gemma":[0.9966373,0.0009534024,0.00008799277,0.0001199542,0.00001495157,0.000006012205,0.001121258,0.000006897972,0.001052188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196398,"threshold_uncertainty_score":0.1424974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009891563034819756,"score_gpt":0.2563574023440102,"score_spread":0.2464658393091904,"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."}}