{"id":"W1920562168","doi":"10.1161/circulationaha.104.483305","title":"Should Ablation Be First-Line Therapy and for Whom: The Antagonist Position","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Ablation; Antagonist; Position (finance); Cardiology; Internal medicine; Receptor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007539805,0.0002398219,0.0007956461,0.0003685255,0.00084103,0.001098476,0.0003352878,0.003645206,0.01289812],"category_scores_gemma":[0.007307886,0.0001625844,0.0003595621,0.0002316021,0.0004999785,0.001107281,0.0002736486,0.003152789,0.003734657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487964,"about_ca_system_score_gemma":0.001204472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271579,"about_ca_topic_score_gemma":0.004961075,"domain_scores_codex":[0.9994308,0.0001397759,0.00007234692,0.0001074665,0.0001102411,0.0001393497],"domain_scores_gemma":[0.9979552,0.0005033766,0.0004055726,0.0000583126,0.0001730522,0.0009043884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005739735,0.001323943,0.1931928,0.0007538463,0.0007144336,0.01569933,0.001211546,0.001372222,0.01095001,0.01741563,0.380547,0.3710795],"study_design_scores_gemma":[0.002938288,0.003558508,0.25701,0.003672024,0.002150764,0.07494706,0.005382667,0.005976459,0.009730622,0.06156075,0.5725742,0.0004986824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1906638,0.02301053,0.002389591,0.6502256,0.01818447,0.00007604878,0.0009699892,0.0001037438,0.1143763],"genre_scores_gemma":[0.8430569,0.01655708,0.003321399,0.08032185,0.03391295,0.00009952818,0.0003847114,0.00008147545,0.02226415],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01289812,"threshold_uncertainty_score":0.04314852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508656534465559,"score_gpt":0.3668740314402343,"score_spread":0.2160083779936784,"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."}}