{"id":"W4409437257","doi":"10.3390/jcm14082648","title":"Atrial Fibrillation Ablation: Impact on Burden and Cardiovascular Outcomes","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Boston Scientific Corporation","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Cardiac Ablation; Cardiology; Ablation; Intensive care medicine; Clinical Practice; Internal medicine; Cardiac arrhythmia; Physical therapy","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":[0.00116242,0.0006845673,0.00222014,0.001756935,0.0001884381,0.001109144,0.0007090018,0.0008879018,0.004153513],"category_scores_gemma":[0.003312917,0.0002034989,0.001847262,0.001626652,0.0002496423,0.000644249,0.0005438101,0.001056048,0.0006122916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262194,"about_ca_system_score_gemma":0.001422464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283808,"about_ca_topic_score_gemma":0.002805167,"domain_scores_codex":[0.9993601,0.0001594602,0.0001531061,0.0000736664,0.0002184717,0.00003519128],"domain_scores_gemma":[0.9986028,0.0009933742,0.0001853353,0.00001635167,0.0001676984,0.0000343786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001860487,0.000054994,0.0006874584,0.1198105,0.001599335,0.00008241291,0.00007675555,0.0002889035,0.0003949961,0.001498914,0.01321389,0.8621058],"study_design_scores_gemma":[0.0002624539,0.0006557844,0.0159183,0.2125681,0.01356333,0.00255993,0.000309712,0.0004630409,0.000624459,0.00489011,0.7481017,0.00008309319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001424414,0.9992004,0.00002911723,0.0001988802,0.00006178638,0.000004625554,0.00002912451,0.000002139113,0.0003314858],"genre_scores_gemma":[0.001135661,0.9985406,0.00006170773,0.00009914919,0.00006786452,0.000005792155,0.00002466948,6.41504e-7,0.00006385115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004153513,"threshold_uncertainty_score":0.01389492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2074247971178305,"score_gpt":0.5248543892851929,"score_spread":0.3174295921673624,"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."}}