{"id":"W4412779500","doi":"10.1093/eurpub/ckaf092","title":"Why sleep apnea deserves priority in public health: a call to action","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Ottawa Hospital; Okanagan College; University of Ottawa","funders":"","keywords":"Action (physics); Sleep (system call); Sleep apnea; Medicine; Call to action; Apnea; Public health; Psychology; Psychiatry; Business; Computer science; Internal medicine; Advertising; Nursing","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":[0.02110956,0.001729438,0.004771047,0.002808398,0.007757192,0.0148097,0.005697975,0.0507318,0.03277134],"category_scores_gemma":[0.05101813,0.001054083,0.003159043,0.00205704,0.0149435,0.03062683,0.01164156,0.05332666,0.009227256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00807108,"about_ca_system_score_gemma":0.04525474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679168,"about_ca_topic_score_gemma":0.0220439,"domain_scores_codex":[0.9860481,0.005440115,0.001008383,0.001533614,0.003535852,0.002433799],"domain_scores_gemma":[0.9008059,0.04960079,0.002954142,0.002337286,0.01841302,0.02588893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295918,0.0002724568,0.001960096,0.003185738,0.0001101449,0.0006215416,0.001443426,0.0001923082,0.0004464213,0.01669675,0.8438325,0.1311091],"study_design_scores_gemma":[0.0001322288,0.0002583626,0.005582274,0.01425052,0.000208392,0.0007956596,0.01433523,0.000496117,0.0002287359,0.07849761,0.8849427,0.0002721072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002685814,0.03187199,0.0003674131,0.9567001,0.009577575,0.00001122422,0.00007592699,0.00007990281,0.001047137],"genre_scores_gemma":[0.02013942,0.1432339,0.004358429,0.7710915,0.05728904,0.0001600488,0.0003724241,0.0001612063,0.003193999],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0507318,"threshold_uncertainty_score":0.1116394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375661352759732,"score_gpt":0.3945902863341493,"score_spread":0.2570241510581761,"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."}}