{"id":"W4414580436","doi":"10.1093/europace/euaf241","title":"Wall thickness–guided persistent atrial fibrillation ablation: have we found the holy grail?","year":2025,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Atrial fibrillation; Electrocardiography; Sinus rhythm; Cardiac arrhythmia; 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":[0.003949282,0.0002886945,0.00125416,0.0005843527,0.0005643895,0.002933541,0.0007877504,0.002803815,0.004938866],"category_scores_gemma":[0.01987454,0.0001465654,0.000626627,0.0005452018,0.001710319,0.005416324,0.0006375718,0.004914415,0.001479328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237073,"about_ca_system_score_gemma":0.001068367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061214,"about_ca_topic_score_gemma":0.001867959,"domain_scores_codex":[0.9984597,0.0004610784,0.0002985808,0.0002486644,0.0003484697,0.0001833952],"domain_scores_gemma":[0.9932401,0.003428285,0.001092574,0.0003650078,0.001144629,0.0007293828],"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":[0.002261308,0.0003459081,0.0916917,0.001352082,0.0006353408,0.003136767,0.0009911081,0.0003157333,0.001722275,0.005864429,0.09243663,0.7992467],"study_design_scores_gemma":[0.001934432,0.004964734,0.3098895,0.03257095,0.004477028,0.04897257,0.01804927,0.005280186,0.003982852,0.1501059,0.4188911,0.0008814883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1352824,0.262851,0.00308748,0.5619341,0.01818547,0.00005129247,0.0004661887,0.0001199457,0.01802216],"genre_scores_gemma":[0.6998238,0.1139939,0.004093958,0.1343651,0.04323037,0.00005137716,0.0004347491,0.0001399275,0.00386695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004938866,"threshold_uncertainty_score":0.02088606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327420747822742,"score_gpt":0.3383304870172985,"score_spread":0.265056279539071,"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."}}