{"id":"W4220840223","doi":"10.1016/j.cjco.2022.03.001","title":"Rhythm Control Vs Rate Control in a Contemporary Ambulatory Atrial Fibrillation Cohort: Post Hoc Analysis of the IMPACT-AF Trial","year":2022,"lang":"en","type":"article","venue":"CJC Open","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovative Medicines Canada; Ontario Stroke Network; Bayer (Canada); Nova Scotia Health Authority; McMaster University; Population Health Research Institute; Impact; Health Sciences Centre; Dalhousie University","funders":"Bayer Canada; Novartis; Bayer; Medtronic; Abbott Laboratories","keywords":"Post-hoc analysis; Atrial fibrillation; Ambulatory; Rhythm; Medicine; Post hoc; Internal medicine; Cardiology; Cohort; Control (management); Ambulatory ECG; Economics","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":[0.008310523,0.001337298,0.002735767,0.0003355643,0.0003429676,0.001561647,0.0009782568,0.0009922595,0.003097174],"category_scores_gemma":[0.01038221,0.0003928648,0.004815814,0.0004815347,0.0007108675,0.001279331,0.000711959,0.00220504,0.0002130772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400787,"about_ca_system_score_gemma":0.0008089407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006945497,"about_ca_topic_score_gemma":0.001151489,"domain_scores_codex":[0.9954631,0.002863788,0.0002903098,0.0006559913,0.0003142768,0.0004126941],"domain_scores_gemma":[0.9940426,0.003102663,0.001440614,0.0006607368,0.0002453844,0.0005080174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9247826,0.001579565,0.03676102,0.0009331682,0.02239015,0.0001128113,0.00009735621,0.0008163181,0.0008880431,0.0003691595,0.001895365,0.009374497],"study_design_scores_gemma":[0.6610757,0.09269235,0.1799444,0.0003938541,0.05053102,0.0002571632,0.0003175038,0.007943418,0.001810998,0.001832224,0.003061926,0.000139446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926816,0.003449165,0.0005592431,0.000476165,0.0003006138,0.0005510557,0.0009164897,0.00003709588,0.001028612],"genre_scores_gemma":[0.9958476,0.0005513737,0.0005505616,0.0003518012,0.0003944923,0.0006695352,0.001175132,0.00002010082,0.0004393501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008310523,"threshold_uncertainty_score":0.0439508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330074182365324,"score_gpt":0.3450868094136806,"score_spread":0.3017860675900274,"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."}}