{"id":"W2401136257","doi":"10.1097/hco.0000000000000263","title":"Heart failure and sleep-disordered breathing","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Heart failure; Continuous positive airway pressure; Breathing; Positive airway pressure; Context (archaeology); Sleep disordered breathing; Cardiology; Intensive care medicine; Internal medicine; Population; Sleep (system call); Central sleep apnea; Cheyne–Stokes respiration; Obstructive sleep apnea; Polysomnography; Anesthesia; 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":[0.0006331076,0.001061133,0.002103415,0.002661782,0.000293055,0.001356003,0.0008689185,0.001095407,0.006702983],"category_scores_gemma":[0.001559379,0.0002593041,0.0008013872,0.002521703,0.0003618558,0.001077952,0.0008234458,0.001387425,0.002593949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610676,"about_ca_system_score_gemma":0.002002575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428499,"about_ca_topic_score_gemma":0.002035878,"domain_scores_codex":[0.9996572,0.00006397859,0.00008013571,0.0000444696,0.0001260969,0.0000282491],"domain_scores_gemma":[0.9993356,0.0002735964,0.0001679116,0.0000133241,0.000156532,0.00005306119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005957159,0.00005017876,0.0003232071,0.06900804,0.0002630752,0.000203161,0.0000991825,0.0001808462,0.0004013736,0.001411443,0.05187364,0.8761262],"study_design_scores_gemma":[0.00003446355,0.00009724762,0.002781236,0.03761685,0.000496112,0.002329824,0.0001485077,0.00007583192,0.000167163,0.001291836,0.9549302,0.00003070406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004300644,0.9990321,0.00002037989,0.0002174692,0.0002629296,0.000005010699,0.00001798708,0.000003548512,0.0003975745],"genre_scores_gemma":[0.0003365638,0.9988715,0.0000499045,0.000165462,0.0003455604,0.000005812969,0.00002751437,9.043374e-7,0.0001967963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006702983,"threshold_uncertainty_score":0.02242374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09162917318718591,"score_gpt":0.4249564860323578,"score_spread":0.3333273128451719,"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."}}