{"id":"W3039259276","doi":"10.1002/ehf2.12808","title":"Inverse Relationship of Subjective Daytime Sleepiness to Mortality in Heart Failure Patients with Sleep Apnoea","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University Health Network; University of Toronto","funders":"National Center for Advancing Translational Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Epworth Sleepiness Scale; Hazard ratio; Polysomnography; Excessive daytime sleepiness; Heart failure; Internal medicine; Confounding; Confidence interval; Cardiology; Cohort; Apnea; Sleep disorder; Insomnia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007067086,0.000344268,0.0002860882,0.0004167771,0.0001926695,0.0003470086,0.0002096217,0.0003262171,0.001533485],"category_scores_gemma":[0.002959615,0.0002053444,0.0004205179,0.0003536378,0.0002038627,0.0002904013,0.0002759802,0.0005197067,0.000176937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038679,"about_ca_system_score_gemma":0.0001456049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388913,"about_ca_topic_score_gemma":0.001502944,"domain_scores_codex":[0.9997502,0.00007800613,0.00003141027,0.00005608351,0.00004864416,0.00003567109],"domain_scores_gemma":[0.99763,0.0006083928,0.001011231,0.0001520154,0.0002370547,0.0003613344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002187893,0.00001609218,0.9984878,0.00001075688,0.00006809639,0.00004069589,0.00001251635,0.00003233411,0.0001579788,0.000003831279,0.00003146258,0.0009197105],"study_design_scores_gemma":[0.000006985393,0.00007688635,0.9996173,0.000002408256,0.00002042973,0.0001040116,0.00001278663,0.000111574,0.00001693243,0.000007506271,0.00002206809,0.00000110858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998736,0.0007324876,0.0001180806,0.00004427706,0.00001252449,0.000003649108,0.0001326967,0.000005080145,0.0002152335],"genre_scores_gemma":[0.9995663,0.0001215132,0.00004347044,0.00001263205,0.00002046669,0.000002531787,0.0001642237,0.000001064624,0.00006778751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001533485,"threshold_uncertainty_score":0.005129993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391115803211564,"score_gpt":0.2854774754028632,"score_spread":0.2615663173707475,"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."}}