{"id":"W4406413446","doi":"10.1016/j.acvd.2024.10.166","title":"Impact of atrial fibrillation catheter ablation on the risk of progression of the disease towards a persistent form","year":2025,"lang":"en","type":"article","venue":"Archives of cardiovascular diseases","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Cardiology; Internal medicine; Disease; Ablation; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002020766,0.000120869,0.000449661,0.0001410524,0.00005823989,0.000004255965,0.0001160437,0.00002349982,0.00001200979],"category_scores_gemma":[0.0006653517,0.0000603641,0.005707855,0.0002203568,0.0002003322,0.00004508362,0.00009376426,0.0000435823,2.456144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001955098,"about_ca_system_score_gemma":0.0001580615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006400239,"about_ca_topic_score_gemma":4.649936e-7,"domain_scores_codex":[0.9986216,0.000227961,0.0003731916,0.0001466639,0.0005343202,0.00009623514],"domain_scores_gemma":[0.998628,0.0002720746,0.0003129544,0.0006521808,0.00008604478,0.00004871205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002489107,0.00003551528,0.8822795,0.0004680496,0.007097115,3.89687e-7,0.0002996368,0.03047586,0.0001284505,0.0005833007,0.00002958682,0.07611355],"study_design_scores_gemma":[0.001314665,0.0002641913,0.9883783,0.0004494376,0.00546129,1.863372e-7,0.00006301934,0.002264051,0.0006145907,0.0008388797,0.00029901,0.00005235297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908312,0.006403233,0.0003600654,0.0002467409,0.00008745684,0.001100102,0.0001213104,0.000009438868,0.0008404668],"genre_scores_gemma":[0.9990404,0.0006651384,0.00006002117,0.000003858166,0.0001390897,0.000002279341,0.00002768224,0.000008150056,0.00005336593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1060989,"threshold_uncertainty_score":0.5756525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994314316427495,"score_gpt":0.3017838947952693,"score_spread":0.2818407516309944,"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."}}