{"id":"W2918371167","doi":"10.1161/circep.118.007036","title":"Letter by Belley-Côté et al Regarding Article, “Randomized Controlled Trial of Surgical Versus Catheter Ablation for Paroxysmal and Early Persistent Atrial Fibrillation”","year":2019,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Paroxysmal atrial fibrillation; Randomized controlled trial; Population; Cardiology; Internal medicine; Radiofrequency ablation; 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":[0.006688111,0.0009488338,0.002835252,0.0009503003,0.00276012,0.003980969,0.001868597,0.04341649,0.007398054],"category_scores_gemma":[0.05876534,0.0008574063,0.001729506,0.0009017994,0.001684902,0.00241575,0.0010724,0.021427,0.005697117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369241,"about_ca_system_score_gemma":0.005560583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005268401,"about_ca_topic_score_gemma":0.00814725,"domain_scores_codex":[0.9943825,0.002494498,0.000825491,0.0008023765,0.0009209461,0.0005741462],"domain_scores_gemma":[0.9753098,0.01843514,0.00161129,0.0004432832,0.00237185,0.001828527],"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":[0.0008574446,0.00007418926,0.001007283,0.0001065762,0.00008156812,0.0005232725,0.00005321321,0.00005734728,0.0001187589,0.0007778943,0.9912353,0.005107283],"study_design_scores_gemma":[0.009056949,0.0008754962,0.006725607,0.001690559,0.0008934649,0.002190473,0.0006503537,0.002219182,0.00129926,0.01492019,0.9592344,0.0002441819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000743257,0.0008467786,0.00008119686,0.9645726,0.03181878,0.00003808975,0.0004070497,0.00003223317,0.001460084],"genre_scores_gemma":[0.002929822,0.0005078419,0.000140192,0.9534922,0.03993749,0.0001182849,0.0001212523,0.00002225471,0.002730582],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04341649,"threshold_uncertainty_score":0.03537047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138413868241715,"score_gpt":0.2818901418621373,"score_spread":0.2605060031797202,"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."}}