{"id":"W4286697236","doi":"10.1007/s11886-022-01743-z","title":"Is Maintenance of Sinus Rhythm of Value in Patients with Atrial Fibrillation and Heart Failure?","year":2022,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sinus rhythm; Atrial fibrillation; Cardiology; Internal medicine; Heart failure; Catheter ablation; Ejection fraction; Rhythm; Ablation; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007519044,0.0002358538,0.002865157,0.0001790264,0.00002157215,0.000002308991,0.00002788981,0.0001986965,0.00003858301],"category_scores_gemma":[0.0003403404,0.0001784391,0.0005111696,0.0001969821,0.0001482867,0.0000299307,0.00007283891,0.0003556589,5.935202e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358551,"about_ca_system_score_gemma":0.0007005737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002404908,"about_ca_topic_score_gemma":7.754161e-7,"domain_scores_codex":[0.9976257,0.0003146137,0.001186531,0.0004889313,0.0001835429,0.0002006771],"domain_scores_gemma":[0.9983978,0.0002352678,0.0007267268,0.0004868074,0.00009176936,0.00006168157],"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":[0.0001195394,0.00005049123,0.2069417,0.01457633,0.0006651255,0.0001547375,0.0001149587,0.0001134351,0.00000112982,0.00002370367,0.0004468196,0.776792],"study_design_scores_gemma":[0.0008012431,0.0002745785,0.01843061,0.00305276,0.0007349878,0.0009622038,0.000003957402,0.000007382293,3.748303e-7,0.00002177077,0.975569,0.0001411715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0376041,0.9595968,0.00001424256,0.00004184155,0.0008076529,0.001793514,0.00008840959,0.00001106574,0.00004237402],"genre_scores_gemma":[0.04836186,0.9505965,0.0001079796,0.00001006092,0.0004136543,0.00002745118,0.0004272667,0.00003741828,0.00001781545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9751222,"threshold_uncertainty_score":0.7276534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806025376859929,"score_gpt":0.2982951689544369,"score_spread":0.2702349151858376,"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."}}