{"id":"W4409150637","doi":"10.1016/j.hroo.2025.03.020","title":"Left atrial deceleration outperforms regional conduction velocity in predicting arrhythmia recurrence following atrial fibrillation ablation","year":2025,"lang":"en","type":"article","venue":"Heart Rhythm O2","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Toronto General Hospital; University Health Network","funders":"Biosense Webster; Johnson and Johnson; University of Toronto; Heart and Stroke Foundation of Canada","keywords":"Atrial fibrillation; Cardiology; Internal medicine; Ablation; Medicine; P wave","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009157922,0.0003349996,0.0003402242,0.0006494952,0.0001389363,0.0005396301,0.0002268711,0.0003956395,0.0008336143],"category_scores_gemma":[0.005076206,0.0001216148,0.0003277152,0.0003206677,0.000176327,0.0002903969,0.0002873509,0.0003899011,0.0001714151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099011,"about_ca_system_score_gemma":0.0001405852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006370303,"about_ca_topic_score_gemma":0.0008555102,"domain_scores_codex":[0.9997324,0.00008392216,0.00004391883,0.00006761972,0.00004234473,0.00002969441],"domain_scores_gemma":[0.9953152,0.002321211,0.001406061,0.000160524,0.0003030005,0.0004940141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002647681,0.00001167117,0.9956814,0.000007458128,0.00003298926,0.00003695665,0.00001506088,0.0001714292,0.0005088629,0.000006956901,0.00003097854,0.003231459],"study_design_scores_gemma":[0.00001121907,0.0002290551,0.9961109,0.000006929171,0.00006625624,0.0005132898,0.00003491113,0.002581995,0.0003065423,0.00004532353,0.00008776932,0.000005838208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988111,0.0005362283,0.0003763954,0.00002856259,0.000007520724,0.000003777638,0.00004894008,0.000008505581,0.0001789983],"genre_scores_gemma":[0.9996035,0.00005695312,0.0002358141,0.000005098863,0.00001419533,0.000002416806,0.0000464195,0.000001453411,0.00003430766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009157922,"threshold_uncertainty_score":0.004843235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05569179346576786,"score_gpt":0.3396514996511759,"score_spread":0.2839597061854081,"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."}}