{"id":"W4294770451","doi":"10.1513/annalsats.202205-390oc","title":"Patient-reported Differences in Obstructive Sleep Apnea Care between Jurisdictions with and without Government Funding for Continuous Positive Airway Pressure","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Ottawa Hospital; Université de Montréal; University of Saskatchewan; Centre for Advancing Health Outcomes; University of Ottawa; St. Paul's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Sleep apnea; Government (linguistics); Positive airway pressure; Sleep apnea syndromes; Cardiology; Intensive care medicine; Apnea; Emergency medicine; Anesthesia; Internal medicine; Polysomnography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002074233,0.0001667168,0.0002776432,0.001443611,0.001802051,0.001253682,0.000966438,0.0004121438,0.002615914],"category_scores_gemma":[0.01082351,0.000168528,0.0005531905,0.003264601,0.00130064,0.0004526439,0.0009747796,0.0006063831,0.00009279955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01526258,"about_ca_system_score_gemma":0.02053834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9415994,"about_ca_topic_score_gemma":0.9559277,"domain_scores_codex":[0.9956214,0.0007887961,0.0003879914,0.0004564966,0.001677869,0.00106748],"domain_scores_gemma":[0.9901221,0.001511621,0.003786955,0.0002648304,0.002480335,0.00183409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006684155,0.00003767691,0.9939694,0.00005215191,0.0000865447,0.00004635798,0.001111445,0.0001567484,0.00008072132,0.000212018,0.0009603014,0.003219759],"study_design_scores_gemma":[0.000007959062,0.000024363,0.9975979,0.00003318899,0.00001800749,0.00004937454,0.001496763,0.0001840059,0.00003197804,0.00004186412,0.0005065303,0.000008169435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935371,0.000378891,0.0001233769,0.0009220035,0.000013757,0.00004257342,0.002235442,0.000004571608,0.00274221],"genre_scores_gemma":[0.9991701,0.00009083778,0.0001110621,0.0001053732,0.000005374013,0.00001417286,0.0004185892,0.000001132434,0.0000834298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415994,"threshold_uncertainty_score":0.1174891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629559199299027,"score_gpt":0.3518478716729711,"score_spread":0.3055522796799808,"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."}}