{"id":"W4413772166","doi":"10.1161/circep.125.013971","title":"Relationship Between Time-to-First Atrial Tachyarrhythmia Recurrence and Atrial Fibrillation Burden: Implications for Trial Design","year":2025,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Atrial tachycardia; P wave; Catheter 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4071718,0.001342432,0.005455884,0.001469393,0.0009921456,0.004764988,0.002774881,0.004964828,0.003819328],"category_scores_gemma":[0.4628819,0.0008487235,0.007796193,0.00341144,0.003898563,0.005606202,0.001605466,0.004071101,0.0003630108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983699,"about_ca_system_score_gemma":0.004087565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004894324,"about_ca_topic_score_gemma":0.001052067,"domain_scores_codex":[0.4353326,0.5138058,0.02761904,0.01149231,0.01001015,0.001740115],"domain_scores_gemma":[0.3684547,0.5562847,0.04986342,0.01502904,0.006548664,0.003819658],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3790144,0.001861205,0.3412891,0.01818256,0.1049481,0.000649263,0.001404742,0.007966347,0.002129685,0.01309151,0.00630492,0.1231583],"study_design_scores_gemma":[0.310968,0.07092243,0.3177135,0.01393275,0.1227218,0.001637682,0.0008780727,0.07588309,0.002753144,0.06501541,0.01693455,0.0006396223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5974293,0.1759812,0.132644,0.0406394,0.006494282,0.03359671,0.002820333,0.0006223118,0.009772358],"genre_scores_gemma":[0.9142383,0.003635839,0.05318962,0.006147336,0.001425706,0.02021428,0.0005250961,0.00010952,0.0005142936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4071718,"threshold_uncertainty_score":0.7310627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.059500210011545,"score_gpt":0.3383530716345525,"score_spread":0.2788528616230075,"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."}}