{"id":"W4409758630","doi":"10.1161/circulationaha.125.074485","title":"Pulsed Field Ablation of Persistent Atrial Fibrillation With Continuous Electrocardiographic Monitoring Follow-Up: ADVANTAGE AF Phase 2","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Ablation; Internal medicine; Atrial flutter; Catheter ablation; Pulmonary vein; Cohort; Population; Implantable loop recorder","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":[0.00368492,0.0004331394,0.0008120659,0.0004293079,0.0004249486,0.0005495908,0.0005121568,0.0005515542,0.002137007],"category_scores_gemma":[0.002024871,0.0001908512,0.0006203922,0.0004255147,0.0002723677,0.000728622,0.0006881367,0.0006813821,0.000343663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088162,"about_ca_system_score_gemma":0.001078147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004276775,"about_ca_topic_score_gemma":0.0006372438,"domain_scores_codex":[0.9990349,0.0003919093,0.00009723377,0.000169645,0.0001602739,0.0001461431],"domain_scores_gemma":[0.9985708,0.0002349634,0.0002755262,0.0002202892,0.0002867778,0.0004115945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1971667,0.01153777,0.497926,0.001019405,0.001899067,0.0004885702,0.0003008826,0.0005094532,0.005058783,0.0005686647,0.004415664,0.2791091],"study_design_scores_gemma":[0.1262358,0.1529006,0.6976891,0.0003831639,0.002237679,0.001882938,0.0002187468,0.001245999,0.002682595,0.0007776045,0.01367458,0.000071177],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858517,0.006155385,0.001237381,0.0002998166,0.0001260226,0.002572808,0.001406711,0.00002775341,0.002322454],"genre_scores_gemma":[0.9851044,0.001524063,0.003189582,0.0005596691,0.0002914431,0.003756325,0.004880989,0.00001351482,0.0006799955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00368492,"threshold_uncertainty_score":0.01948798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459615230533975,"score_gpt":0.3147142597330792,"score_spread":0.2901181074277395,"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."}}