{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060797,0.0005999068,0.002838409,0.001195167,0.00015617,0.001147414,0.0007821852,0.001105981,0.001964923],"category_scores_gemma":[0.003859933,0.0002306463,0.0008977901,0.001137486,0.0005189807,0.001049081,0.000455902,0.001540391,0.000497886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846045,"about_ca_system_score_gemma":0.000799106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008374769,"about_ca_topic_score_gemma":0.002012551,"domain_scores_codex":[0.9995818,0.00008854653,0.0001218384,0.00008358837,0.0001037238,0.00002069723],"domain_scores_gemma":[0.9981284,0.001237103,0.0003779465,0.00003104176,0.0001618661,0.00006382101],"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":[0.0004821905,0.00005200005,0.002342954,0.03022159,0.001067993,0.0002007353,0.00006813891,0.0001213999,0.0004566651,0.0008170732,0.01147053,0.9526986],"study_design_scores_gemma":[0.001379945,0.001620995,0.06758563,0.0826975,0.01510779,0.00740934,0.0006937809,0.0007260146,0.0009497073,0.007655726,0.8138967,0.0002769681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001848385,0.9990652,0.00004191435,0.0002808683,0.0001867539,0.000001828817,0.00001365969,0.00000206068,0.0002229208],"genre_scores_gemma":[0.002608446,0.9957958,0.0001094575,0.0004952564,0.0008633255,0.000006366285,0.0000300919,9.147377e-7,0.00009026188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002838409,"threshold_uncertainty_score":0.006573319,"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."}}