{"id":"W3094545411","doi":"10.5664/jcsm.8922","title":"Impact of the COVID-19 pandemic on obstructive sleep apnea: recommendations for symptom management","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Mount Sinai Hospital; McGill University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Obstructive sleep apnea; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sleep apnea; Sleep (system call); Intensive care medicine; Emergency medicine; Internal medicine; Virology; Disease; Outbreak","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":[0.01183783,0.002164711,0.003005244,0.003046527,0.003498895,0.007981095,0.005401311,0.01108785,0.01817166],"category_scores_gemma":[0.06097944,0.0009054992,0.005919102,0.001819514,0.001951193,0.005568871,0.007381744,0.01673404,0.006964366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007200735,"about_ca_system_score_gemma":0.05031179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05961344,"about_ca_topic_score_gemma":0.1147354,"domain_scores_codex":[0.9911021,0.003482853,0.001781704,0.0006037236,0.001967522,0.00106214],"domain_scores_gemma":[0.9619855,0.009105988,0.00294247,0.0007129933,0.01669624,0.008556781],"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":[0.0002952019,0.0009485179,0.01731762,0.004505721,0.0004602112,0.0004977135,0.0005797974,0.00196071,0.0003420192,0.005232279,0.710625,0.2572352],"study_design_scores_gemma":[0.001079418,0.001029649,0.06373773,0.08398278,0.002408206,0.0006141824,0.01099861,0.004971335,0.0007711773,0.02836319,0.8013778,0.0006658322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001731148,0.07564828,0.002384572,0.8775671,0.02160665,0.0008068646,0.002416332,0.0004659259,0.01737319],"genre_scores_gemma":[0.08552979,0.3197964,0.08512196,0.4193693,0.05321636,0.006101312,0.008311743,0.0004999608,0.02205321],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05961344,"threshold_uncertainty_score":0.1185329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933549454181833,"score_gpt":0.4927825919295774,"score_spread":0.299427646511394,"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."}}