{"id":"W2011114870","doi":"10.1016/s2213-2600(15)00043-0","title":"Prevalence of sleep-disordered breathing in the general population: the HypnoLaus study","year":2015,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2455,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Fondation Leenaards; GlaxoSmithKline; Chinese Society of Clinical Oncology; National Heart, Lung, and Blood Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Polysomnography; Sleep disordered breathing; Body mass index; Population; Quartile; Cohort; Breathing; Depression (economics); Sleep study; Diabetes mellitus; Pediatrics; Internal medicine; Apnea; Confidence interval; Anesthesia; Obstructive sleep apnea; Endocrinology","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":[0.0008334066,0.00043859,0.0005835365,0.000856666,0.0004376927,0.0008855429,0.0006268753,0.001150464,0.0009907335],"category_scores_gemma":[0.001945928,0.0006334495,0.0009098684,0.001620483,0.0004504553,0.0009801184,0.000990438,0.001172418,0.0002534484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453044,"about_ca_system_score_gemma":0.0003087952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958318,"about_ca_topic_score_gemma":0.01934672,"domain_scores_codex":[0.9993703,0.0002221483,0.00007681357,0.0001506723,0.00009931346,0.00008071101],"domain_scores_gemma":[0.9987223,0.0001632482,0.0004715063,0.0001421188,0.0001206113,0.0003803219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002655081,0.00006079915,0.9976555,0.0000196957,0.0003235497,0.00008466619,0.0001475993,0.00002011804,0.0003244065,0.00002307183,0.000284885,0.000790198],"study_design_scores_gemma":[0.00001216383,0.00004783479,0.9995801,0.000003473389,0.0000453961,0.00006247794,0.0001467253,0.00002002338,0.000007939044,0.000008092432,0.00006344839,0.000002372833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976088,0.0005523775,0.00006054022,0.0001254228,0.00001835365,0.00001132778,0.001166508,0.000003701235,0.0004529899],"genre_scores_gemma":[0.9983719,0.0003702488,0.00004497217,0.00008607881,0.0000304055,0.00001520816,0.0008827379,0.000002713843,0.00019577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958318,"threshold_uncertainty_score":0.03893834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128028786795534,"score_gpt":0.3920944905296502,"score_spread":0.2640657037341162,"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."}}