{"id":"W2122981697","doi":"10.1161/01.cir.0000061758.05044.64","title":"Sleep Apnea and Heart Failure","year":2003,"lang":"en","type":"review","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":513,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Heart failure; Sleep apnea; Cardiology; Central sleep apnea; Apnea; Internal medicine; Sleep (system call); Polysomnography","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":[0.000350764,0.001009993,0.001273911,0.001830969,0.0004018726,0.0008426371,0.0005257903,0.001320469,0.004762399],"category_scores_gemma":[0.0005549394,0.0001934853,0.0003598754,0.0019862,0.0005294363,0.001237642,0.0005758135,0.001225797,0.002795165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102339,"about_ca_system_score_gemma":0.001324704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980115,"about_ca_topic_score_gemma":0.003557713,"domain_scores_codex":[0.99976,0.00005920828,0.00003668729,0.00003913271,0.00007938365,0.00002555728],"domain_scores_gemma":[0.9997798,0.00008635488,0.00004116016,0.000007006719,0.00006224318,0.00002352653],"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":[0.00004997046,0.00007798456,0.0007671313,0.008767639,0.00008987224,0.0009430929,0.0001705288,0.0001746872,0.001201667,0.002789583,0.06028924,0.9246787],"study_design_scores_gemma":[0.00002683138,0.0001724585,0.007209592,0.006635295,0.00009394126,0.01198187,0.0002986005,0.0001038908,0.0002881401,0.003485115,0.9696768,0.00002747626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001435249,0.9967682,0.00007120788,0.0003841095,0.0007267503,0.000005259378,0.000006938334,0.000005380138,0.00188868],"genre_scores_gemma":[0.001295641,0.9953843,0.0001179694,0.0006108749,0.001083709,0.000009517847,0.00002127853,0.000001046099,0.001475667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004762399,"threshold_uncertainty_score":0.01593184,"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."}}