{"id":"W2203300273","doi":"10.1016/j.jacep.2015.10.003","title":"Radiofrequency Ablation Versus Antiarrhythmic Drug Therapy for Atrial Fibrillation","year":2015,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"St. Jude Medical; Biosense Webster; Biotronik; Boston Scientific Corporation; Novo Nordisk Fonden; Hjerteforeningen; Medtronic","keywords":"Medicine; Confidence interval; Atrial fibrillation; Randomized controlled trial; Radiofrequency ablation; Internal medicine; Cardiology; Relative risk; Subgroup analysis; Quality of life (healthcare); Ablation","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":[0.001416566,0.0001355283,0.00063975,0.000261959,0.0001537823,0.0007024626,0.000225986,0.0006602181,0.005369244],"category_scores_gemma":[0.005481255,0.00006733221,0.0007318216,0.0002637111,0.0002669562,0.000532174,0.0002343131,0.001194244,0.0003841047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518412,"about_ca_system_score_gemma":0.0003158471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002290935,"about_ca_topic_score_gemma":0.001004183,"domain_scores_codex":[0.9989208,0.0006331902,0.0001262821,0.000098923,0.0001358921,0.000085003],"domain_scores_gemma":[0.9971727,0.001823992,0.0006235396,0.0000605588,0.0000856742,0.0002335169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08775862,0.001399613,0.05559896,0.00406601,0.006460775,0.0006215476,0.0002824109,0.00122648,0.004366814,0.01122146,0.01311998,0.8138775],"study_design_scores_gemma":[0.0462726,0.07428252,0.6966648,0.006207816,0.02480043,0.005963687,0.001534041,0.007034866,0.003333489,0.03378715,0.09992742,0.0001910689],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5439981,0.3800129,0.001806715,0.02173897,0.005689167,0.00009447469,0.0004273529,0.00003902105,0.04619321],"genre_scores_gemma":[0.9513464,0.03587372,0.0006970727,0.003991261,0.006045435,0.00004458998,0.0001445983,0.00000885746,0.00184816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005369244,"threshold_uncertainty_score":0.01796192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166659436188844,"score_gpt":0.4363385671350282,"score_spread":0.2696791309461842,"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."}}