{"id":"W33429426","doi":"10.1016/j.jacc.2011.03.034","title":"Real-Life Observations of Clinical Outcomes With Rhythm- and Rate-Control Therapies for Atrial Fibrillation","year":2011,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Sanofi","keywords":"Medicine; Atrial fibrillation; Rhythm; Cardiology; Internal medicine; Heart Rhythm; Intensive care medicine","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":[0.003133012,0.0002209156,0.0003829488,0.0004376063,0.0003196397,0.0009848436,0.000530751,0.00121964,0.001200575],"category_scores_gemma":[0.03393626,0.0001824148,0.0005380933,0.0007099271,0.0005555958,0.001074707,0.0006458662,0.001426844,0.0004586868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145615,"about_ca_system_score_gemma":0.0002737906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249471,"about_ca_topic_score_gemma":0.002902214,"domain_scores_codex":[0.9972064,0.001661548,0.0002775536,0.0003391421,0.0003488915,0.0001663717],"domain_scores_gemma":[0.96687,0.01821668,0.009258372,0.002255419,0.00170292,0.001696587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002382206,0.0008631504,0.974951,0.0000565843,0.0004106031,0.0003522638,0.0005957265,0.00750392,0.0005621937,0.000519971,0.002243314,0.009558989],"study_design_scores_gemma":[0.0001316066,0.001548033,0.9786503,0.00002050441,0.00006994958,0.0005005432,0.0005595491,0.01598144,0.0003962044,0.0008979579,0.001177886,0.00006607798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961171,0.0001384266,0.0007541696,0.0004955833,0.00002068403,0.00002270074,0.001719748,0.00002197392,0.0007096741],"genre_scores_gemma":[0.9983765,0.0000487217,0.0003026921,0.00004972996,0.00001591628,0.0000195243,0.001100031,0.000003783874,0.00008304432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003133012,"threshold_uncertainty_score":0.01656914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091372271344914,"score_gpt":0.3593207636939356,"score_spread":0.2501835365594442,"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."}}