{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007377076,0.00139347,0.003202903,0.004909071,0.0004408968,0.001224109,0.0008803948,0.001412696,0.009159525],"category_scores_gemma":[0.00165198,0.0003636034,0.000693533,0.004624423,0.0005706887,0.001692183,0.0008621275,0.001716023,0.003207809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006793669,"about_ca_system_score_gemma":0.00205531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375374,"about_ca_topic_score_gemma":0.007383827,"domain_scores_codex":[0.9997168,0.00005305633,0.0000642335,0.0000410983,0.000100885,0.00002388082],"domain_scores_gemma":[0.9993231,0.0002980907,0.0001387084,0.00001933618,0.0001502415,0.00007061502],"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":[0.0001163898,0.00008537697,0.0003845841,0.02149896,0.0002151806,0.0003042283,0.00004578468,0.0001494448,0.0004619003,0.0007442232,0.07618142,0.8998125],"study_design_scores_gemma":[0.0001601623,0.0002452177,0.004937142,0.01616035,0.0009710153,0.002483174,0.0001528871,0.0001305227,0.0001964979,0.001279249,0.9732493,0.00003448847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006293776,0.9979265,0.00003801503,0.0002967671,0.0007889588,0.000007691909,0.00001724524,0.000004589301,0.0008572667],"genre_scores_gemma":[0.0005431699,0.9968914,0.0001062132,0.0004133256,0.001143236,0.00001222733,0.00002998398,8.333326e-7,0.0008595724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009159525,"threshold_uncertainty_score":0.03064167,"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."}}