{"id":"W3025540829","doi":"10.1080/24745332.2020.1758442","title":"Helping Canadian health care providers to optimize Sleep Disordered Breathing management for their patients during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Saskatchewan; Hospital for Sick Children; University of Toronto; Dalhousie University; Université Laval; University of Ottawa; McGill University Health Centre; University of Manitoba; Institut universitaire de cardiologie et de pneumologie de Québec; Vancouver Coastal Health; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Calgary; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Sleep disordered breathing; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Sleep apnea; Breathing; Sleep (system call); Central sleep apnea; 2019-20 coronavirus outbreak; Sleep apnea syndromes; Intensive care medicine; Apnea; Psychiatry; Polysomnography; Cardiology; Internal medicine; Virology; Disease","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":[0.004030931,0.0008082861,0.000805955,0.001712277,0.01193001,0.005173802,0.00285281,0.003331179,0.02447982],"category_scores_gemma":[0.02383855,0.0005064139,0.001067462,0.002030982,0.001541285,0.002492717,0.004860576,0.006165739,0.003570411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06216232,"about_ca_system_score_gemma":0.2214021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536067,"about_ca_topic_score_gemma":0.9855143,"domain_scores_codex":[0.9953846,0.0009476107,0.0002662339,0.0002633908,0.001426249,0.001711818],"domain_scores_gemma":[0.9718714,0.001078974,0.0009839733,0.0003579351,0.01223114,0.01347652],"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":[0.00005328613,0.0001468695,0.01654754,0.0002883956,0.00004545759,0.0004786805,0.001634478,0.0002544186,0.0001809295,0.001205861,0.8840231,0.09514087],"study_design_scores_gemma":[0.0002734927,0.0001948376,0.07763677,0.003874222,0.0001842165,0.0005787627,0.02413321,0.001294928,0.0003571828,0.00373366,0.8874363,0.0003024455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01823622,0.01235857,0.001820242,0.8441492,0.007444519,0.0009680603,0.003413521,0.0006435788,0.1109661],"genre_scores_gemma":[0.3426485,0.06205271,0.05830871,0.4370921,0.007925837,0.002151805,0.007053161,0.0005537679,0.08221333],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06216232,"threshold_uncertainty_score":0.4510213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509263729121184,"score_gpt":0.3361660795123203,"score_spread":0.2852397066002019,"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."}}