{"id":"W2079698194","doi":"10.1111/j.1540-8167.2011.02108.x","title":"Clinical Predictors of Arrhythmia Recurrences Following Pulmonary Vein Antrum Isolation for Atrial Fibrillation: Predicting Arrhythmia Recurrence Post-PVAI","year":2011,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Queen Elizabeth II Health Sciences Centre; Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Pulmonary vein; Antrum; Internal medicine; Cardiology; Stomach","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":[0.001872586,0.0002470809,0.001474785,0.0003183823,0.0001147547,0.0000116795,0.0001534703,0.0002616201,0.0000251148],"category_scores_gemma":[0.001601148,0.0002039957,0.004355671,0.0003634732,0.0001113162,0.0003368358,0.0000509605,0.0003437911,0.000003250866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006509246,"about_ca_system_score_gemma":0.0003164205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047704,"about_ca_topic_score_gemma":4.224802e-7,"domain_scores_codex":[0.9967085,0.0004245944,0.001640985,0.0003461221,0.0005104774,0.0003693094],"domain_scores_gemma":[0.9972028,0.0004513421,0.001139201,0.0003681372,0.0007176122,0.0001208646],"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":[0.02505732,0.00004239969,0.4511346,0.0007314433,0.03201089,0.0003248779,0.0007997266,0.006453063,0.01696108,0.0005231299,0.000431619,0.4655299],"study_design_scores_gemma":[0.01832679,0.02578897,0.8300439,0.001250952,0.01740085,0.001651475,0.000472053,0.009377974,0.005251364,0.00328211,0.0859395,0.001214141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754503,0.01187303,0.007028341,0.0003465268,0.004221686,0.0008206601,0.000009251075,0.00003356691,0.000216584],"genre_scores_gemma":[0.9799114,0.001618084,0.003790909,0.00001638015,0.01455761,0.000001551224,0.00003636473,0.00002902037,0.00003860933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4643157,"threshold_uncertainty_score":0.8318705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04850169829520128,"score_gpt":0.3172244092008595,"score_spread":0.2687227109056582,"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."}}