{"id":"W2516373182","doi":"10.1016/j.hrthm.2016.08.026","title":"Recurrent atrial arrhythmias in the setting of chronic pulmonary vein isolation","year":2016,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Pennsylvania","keywords":"Medicine; Atrial fibrillation; Pulmonary vein; Ablation; Cardiology; Internal medicine; Atrial flutter; Atrial tachycardia; Catheter ablation; Population; Prospective cohort study","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":[0.0005403086,0.00008335691,0.0001989355,0.00009723225,0.00003714267,0.00000647607,0.00002892946,0.00004937705,0.0001456999],"category_scores_gemma":[0.0001635733,0.00004628572,0.0001426683,0.0002103909,0.00002595454,0.00009330368,0.00002684922,0.00007023347,0.00007098931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007293331,"about_ca_system_score_gemma":0.00005039206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001282332,"about_ca_topic_score_gemma":0.00001638742,"domain_scores_codex":[0.9990453,0.00009565074,0.0003221261,0.0001416898,0.0002338856,0.0001614026],"domain_scores_gemma":[0.9994009,0.0002426493,0.00009091641,0.0002081088,0.00003149986,0.00002595856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678322,0.00004852131,0.4896845,0.0004195769,0.0001058709,0.0001302303,0.001309667,0.0001311795,0.009831714,0.005466291,0.006674469,0.4845197],"study_design_scores_gemma":[0.004280096,0.0006239616,0.7329581,0.0006625557,0.000106867,0.0004989739,0.0001921664,0.00339041,0.0007821624,0.0008576136,0.2553933,0.0002536906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453164,0.001075888,0.0007155527,0.04944071,0.0007406829,0.0009596365,0.00000403167,0.0000476382,0.001699477],"genre_scores_gemma":[0.9962889,0.00008649407,0.0002062383,0.00009792749,0.002760191,0.000002457742,0.000007921004,0.000009150494,0.000540719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.484266,"threshold_uncertainty_score":0.1887477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150507160811355,"score_gpt":0.3223927047529322,"score_spread":0.2808876331448187,"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."}}