{"id":"W4310644353","doi":"10.1007/s10840-022-01434-3","title":"High-density mapping improves detection of conduction gaps after pulmonary vein isolation ablation with a circular mapping catheter","year":2022,"lang":"en","type":"article","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Pulmonary vein; Medicine; Atrial fibrillation; Catheter ablation; Ablation; Catheter; Cardiology; Internal medicine; Nuclear medicine; 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":[0.0006693244,0.0002620044,0.0004004857,0.0003475235,0.0002019029,0.0008911336,0.0002859789,0.0007663589,0.001032034],"category_scores_gemma":[0.00397477,0.0002270486,0.0001653179,0.0001379204,0.0003437524,0.0008988985,0.0004043745,0.0005031116,0.0002004153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472202,"about_ca_system_score_gemma":0.0002313108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004459957,"about_ca_topic_score_gemma":0.0007472481,"domain_scores_codex":[0.9996384,0.0001411834,0.00002602415,0.00007568901,0.00007770058,0.00004105387],"domain_scores_gemma":[0.9978333,0.001573284,0.0002538693,0.0001060326,0.0001383923,0.00009524751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01512399,0.001771433,0.1893322,0.0005571255,0.0002603325,0.00297466,0.0006888413,0.003254552,0.366272,0.0007621099,0.002842751,0.41616],"study_design_scores_gemma":[0.0007807001,0.01153183,0.7480679,0.0002135115,0.0007132522,0.02085659,0.0005865783,0.08796813,0.1227871,0.001560341,0.004760505,0.0001734996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770339,0.002035801,0.01802873,0.0003615018,0.0001053315,0.00003499211,0.00003995576,0.0002195265,0.002140339],"genre_scores_gemma":[0.9936533,0.000224217,0.005688081,0.0001315458,0.00005196417,0.00001127341,0.00002930736,0.00002332837,0.0001868618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032034,"threshold_uncertainty_score":0.003539801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731882651411335,"score_gpt":0.2551321933098544,"score_spread":0.237813366795741,"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."}}