{"id":"W2912654414","doi":"10.5664/jcsm.7640","title":"Treatment of Adult Obstructive Sleep Apnea with Positive Airway Pressure: An American Academy of Sleep Medicine Clinical Practice Guideline","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":828,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Sleep medicine; Obstructive sleep apnea; Guideline; Sleep (system call); Clinical Practice; Sleep apnea; Positive airway pressure; Airway; Intensive care medicine; Physical therapy; Anesthesia; Sleep disorder; Psychiatry; Insomnia","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":[0.004472478,0.00179601,0.002892002,0.003166804,0.001785097,0.002139159,0.004880127,0.007126086,0.003266085],"category_scores_gemma":[0.01062382,0.0007868355,0.004831989,0.001723755,0.001017789,0.001675833,0.001279373,0.009269515,0.002663242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003142755,"about_ca_system_score_gemma":0.01028749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01955218,"about_ca_topic_score_gemma":0.05239886,"domain_scores_codex":[0.9961714,0.0006584042,0.00148724,0.0002203343,0.001277098,0.0001854704],"domain_scores_gemma":[0.9922163,0.001880881,0.001324004,0.0001291863,0.003635705,0.0008138349],"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":[0.0003177909,0.0009635531,0.009733988,0.007907811,0.001003911,0.001650545,0.0003104018,0.002623433,0.002298789,0.0036714,0.5022122,0.4673062],"study_design_scores_gemma":[0.002269655,0.0007790897,0.06191192,0.06500777,0.003815635,0.007738687,0.0007302789,0.006830222,0.00251795,0.01014937,0.8378781,0.0003713545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01059575,0.5350314,0.03798581,0.2936748,0.01869674,0.00416794,0.006118512,0.001707489,0.09202161],"genre_scores_gemma":[0.07515595,0.5003434,0.235521,0.1285157,0.01317691,0.007441558,0.01613586,0.0004002645,0.02330926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01955218,"threshold_uncertainty_score":0.03887671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04930207323475457,"score_gpt":0.4576124702162463,"score_spread":0.4083103969814918,"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."}}