{"id":"W2981584498","doi":"10.1161/circulationaha.119.042622","title":"Cryoballoon or Radiofrequency Ablation for Atrial Fibrillation Assessed by Continuous Monitoring","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":560,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Centre Hospitalier Universitaire de Sherbrooke; Royal Jubilee Hospital; St. Michael's Hospital; Western University; Montreal Heart Institute; Southlake Regional Health Center; Queen Elizabeth II Health Sciences Centre; Université Laval","funders":"","keywords":"Medicine; Atrial fibrillation; Radiofrequency ablation; Cardiology; Ablation; Internal 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":[0.0002569949,0.0001488809,0.0003060993,0.0001260189,0.00009228667,0.00006223538,0.00004041305,0.0001416087,0.0001765463],"category_scores_gemma":[0.0002565169,0.0001354887,0.0002217301,0.0002343514,0.00001099135,0.0003836883,0.00001022616,0.00005197819,0.00006802796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717153,"about_ca_system_score_gemma":0.00005696891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001479656,"about_ca_topic_score_gemma":4.136024e-7,"domain_scores_codex":[0.9987823,0.00003374167,0.0003998099,0.0002903366,0.0002992812,0.0001944739],"domain_scores_gemma":[0.9991164,0.0002107653,0.0002298952,0.0002141429,0.0001681848,0.00006064285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005646043,0.000003205922,0.9389029,0.0001132835,0.00008276495,5.694743e-7,0.00005968556,0.002607265,0.03680909,0.000636751,0.0002841984,0.01993573],"study_design_scores_gemma":[0.008434349,0.0003288863,0.9019827,0.0001270796,0.0003954329,0.000007701638,0.0001282832,0.02873447,0.002220269,0.0006253461,0.05662386,0.0003916381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977652,0.0003266293,0.01656637,0.0005443331,0.001369432,0.002271462,0.000008059214,0.0001792115,0.001082462],"genre_scores_gemma":[0.9932616,0.00004152211,0.001491466,0.00002138305,0.002943508,0.000003588203,0.0004151505,0.00003197051,0.001789818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05633966,"threshold_uncertainty_score":0.5525068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05363426044762649,"score_gpt":0.3358305744928679,"score_spread":0.2821963140452414,"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."}}