{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009567199,0.00009551024,0.001254409,0.00009679463,0.00004071632,0.000001639392,0.00007876841,0.00004461101,0.000003921816],"category_scores_gemma":[0.001000442,0.00005128474,0.0006781034,0.0001679641,0.0003785701,0.00006187027,0.00002283906,0.00007518638,1.141199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001240391,"about_ca_system_score_gemma":0.0001756764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001746744,"about_ca_topic_score_gemma":0.000003780533,"domain_scores_codex":[0.9985263,0.0002755787,0.0008630151,0.00008754885,0.0001501995,0.00009731451],"domain_scores_gemma":[0.9965017,0.001198007,0.001690143,0.000180029,0.0003742565,0.00005582978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00667041,0.000001795441,0.9888874,0.00001821995,0.001621397,0.000003291129,0.00004736762,0.0003087331,0.000170325,0.001432935,0.0002994308,0.000538709],"study_design_scores_gemma":[0.004503879,0.001659116,0.9891752,0.00001961638,0.0008376716,0.00004440447,0.0003689727,0.00009396247,0.00002262884,0.0002935909,0.00293003,0.00005094781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924809,0.0001156124,0.001811978,0.004609623,0.0003478923,0.0004469547,0.00003312669,0.000004346919,0.0001496148],"genre_scores_gemma":[0.9939478,0.0003531049,0.004217681,0.0001265748,0.001215386,5.489629e-7,8.205644e-7,0.00001050864,0.0001275549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004483049,"threshold_uncertainty_score":0.2091331,"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."}}