{"id":"W2040377044","doi":"10.1111/j.1540-8167.2008.01285.x","title":"A Systematic Review of Randomized Trials Comparing Radiofrequency Ablation with Antiarrhythmic Medications in Patients with Atrial Fibrillation","year":2008,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Ablation; Randomized controlled trial; Cardiology; Internal medicine; Radiofrequency ablation; Clinical trial; Catheter 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01079738,0.001748567,0.01205616,0.004202354,0.0005171714,0.001902125,0.001600474,0.001677362,0.005543852],"category_scores_gemma":[0.04998577,0.001101102,0.01058039,0.006162263,0.0007981525,0.001398174,0.0008108948,0.001121938,0.000320616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865826,"about_ca_system_score_gemma":0.006043224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004083659,"about_ca_topic_score_gemma":0.01096613,"domain_scores_codex":[0.9861063,0.007646714,0.003759679,0.0008157369,0.001466658,0.000204831],"domain_scores_gemma":[0.9745506,0.01919419,0.004393877,0.0003167342,0.001311133,0.0002333924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001499555,0.00003237788,0.001070026,0.8955694,0.06970643,0.000140992,0.00007119661,0.0002481617,0.000155544,0.0001634102,0.001199348,0.03014348],"study_design_scores_gemma":[0.00549875,0.001100599,0.005481122,0.3240146,0.6500483,0.0005072256,0.0001318884,0.000295221,0.0004025709,0.0005983695,0.01187492,0.00004642177],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002427896,0.9949876,0.0004282229,0.0002350545,0.0001715977,0.0009493534,0.0003903667,0.00001587868,0.0003939857],"genre_scores_gemma":[0.04894868,0.9455475,0.002239117,0.0005401598,0.0001452778,0.002050721,0.0003150866,0.000009725482,0.0002037769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879438,"threshold_uncertainty_score":0.05710268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699402189288957,"score_gpt":0.322943304070536,"score_spread":0.2859492821776464,"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."}}