{"id":"W2141485338","doi":"10.1093/eurheartj/ehv084","title":"Sleep apnoea in acute heart failure: fluid in flux","year":2015,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Ejection fraction; Confidence interval; Internal medicine; Cardiology; Prospective cohort study; Sleep study; Polysomnography; Apnea","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":[0.006367693,0.002936755,0.005559326,0.004338012,0.002454266,0.01106499,0.003841978,0.01005754,0.009764142],"category_scores_gemma":[0.02118401,0.001201294,0.002204025,0.002294396,0.004589943,0.007465885,0.00244981,0.02100593,0.00443714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239621,"about_ca_system_score_gemma":0.002744563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590299,"about_ca_topic_score_gemma":0.002897705,"domain_scores_codex":[0.9954237,0.001292219,0.0008599007,0.0007680701,0.001259141,0.0003968316],"domain_scores_gemma":[0.9741387,0.01626551,0.001623282,0.0005947247,0.004793458,0.002584378],"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":[0.000138439,0.00003675763,0.0003222615,0.0009850624,0.00006573128,0.0002093948,0.0001109324,0.00006582758,0.00008092345,0.001076685,0.9700338,0.02687428],"study_design_scores_gemma":[0.00009934325,0.0001526859,0.001266496,0.003363076,0.0001286717,0.0008955716,0.0002991861,0.0002725552,0.0000851939,0.002565201,0.9908203,0.00005161538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001300587,0.0465326,0.0001578483,0.04647551,0.9056161,0.00001242693,0.00005403009,0.0000413835,0.0009799629],"genre_scores_gemma":[0.0005056435,0.02084748,0.00006429888,0.01254365,0.9650235,0.000009423517,0.00002105624,0.00002738946,0.0009575834],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01106499,"threshold_uncertainty_score":0.03367603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635453334602273,"score_gpt":0.3237466672224447,"score_spread":0.2773921338764219,"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."}}