{"id":"W2109586252","doi":"10.1161/01.cir.0000061757.12581.15","title":"Sleep Apnea and Heart Failure","year":2003,"lang":"en","type":"review","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Heart failure; Sleep apnea; Cardiology; Central sleep apnea; Apnea; Internal medicine; Sleep (system call); Polysomnography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002279329,0.0002365265,0.0009061817,0.0002568542,0.00006738679,0.00003378279,0.00004686276,0.0003252219,0.0001905931],"category_scores_gemma":[0.000142735,0.0002037657,0.000208201,0.0003480079,0.00007537842,0.00006802443,0.00003089879,0.0004134001,0.0002082706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787977,"about_ca_system_score_gemma":0.00005006706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002456749,"about_ca_topic_score_gemma":6.479523e-7,"domain_scores_codex":[0.998551,0.0001428009,0.0003458121,0.0004016603,0.0003261533,0.0002325781],"domain_scores_gemma":[0.999188,0.00007649971,0.0001116552,0.0003615398,0.0001059146,0.0001563586],"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":[0.000001755616,0.00002081165,0.001180795,0.009083633,0.000114018,0.00001006306,0.00001298804,2.97347e-7,0.00001014078,0.0002569862,0.0001000753,0.9892085],"study_design_scores_gemma":[0.0002886849,0.00002019632,0.001824213,0.0009131092,0.0005619458,0.0004799223,0.000009065124,0.0001197917,0.000001095451,0.00004656957,0.9955601,0.0001752909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008316414,0.9969817,0.0004671571,0.00007031224,0.0001231402,0.001132009,0.000007663754,0.00004122541,0.001093647],"genre_scores_gemma":[0.002838608,0.9950501,0.00115876,0.00005752431,0.000324851,0.00009301027,0.0003070704,0.00009990233,0.00007019603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.99546,"threshold_uncertainty_score":0.8309324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714750116241141,"score_gpt":0.3480227211898327,"score_spread":0.3008752200274213,"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."}}