{"id":"W2925925105","doi":"10.1002/9781119152637.ch20","title":"Advances in Atrial Fibrillation Ablation","year":2019,"lang":"en","type":"other","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Southlake Regional Health Center; University of Toronto","funders":"","keywords":"Ablation; Medicine; Atrial fibrillation; Catheter ablation; Cardiology; Internal medicine; Sinus rhythm; Randomized controlled trial; Catheter; Pulmonary vein; Refractory (planetary science); Surgery","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":[0.001405894,0.000583266,0.0006774227,0.001961534,0.0003850023,0.001788571,0.0006158979,0.001171356,0.02292235],"category_scores_gemma":[0.002802494,0.000185682,0.0007596322,0.001351185,0.0004963285,0.002000661,0.001091033,0.002338151,0.01203158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006705588,"about_ca_system_score_gemma":0.001269654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014046,"about_ca_topic_score_gemma":0.001264569,"domain_scores_codex":[0.9992872,0.000132606,0.00009620356,0.0001070111,0.0003228412,0.00005413055],"domain_scores_gemma":[0.9987011,0.0006081861,0.000123813,0.00007426147,0.000328724,0.0001639103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005223493,0.00006685162,0.0003688172,0.003196734,0.00004051111,0.0001970485,0.00006415533,0.0001800768,0.0008111198,0.01085346,0.07849856,0.9056704],"study_design_scores_gemma":[0.00001189922,0.00005462072,0.0005205178,0.001439344,0.00003468803,0.001126453,0.00003332608,0.000067486,0.0002309674,0.005027499,0.991442,0.00001125841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006432366,0.9359194,0.002426053,0.01026531,0.004191549,0.00002809662,0.0001836185,0.0001450029,0.04619775],"genre_scores_gemma":[0.004402951,0.968995,0.003419483,0.003724219,0.005839987,0.00003693552,0.0002323671,0.00004555077,0.01330345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02292235,"threshold_uncertainty_score":0.07668287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189938893558888,"score_gpt":0.3365237284269421,"score_spread":0.3046243394913531,"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."}}