{"id":"W2769071232","doi":"10.1093/europace/eux336","title":"Surgical ablation of atrial fibrillation: a systematic review and meta-analysis of randomized controlled trials","year":2017,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Thrombosis and Atherosclerosis Research Institute; McMaster University; Université de Sherbrooke; Population Health Research Institute","funders":"LivaNova; European Society of Cardiology; AtriCure","keywords":"Medicine; Atrial fibrillation; Relative risk; Randomized controlled trial; Meta-analysis; Confidence interval; Ablation; Stroke (engine); Internal medicine; Cardiology; Catheter ablation; Publication bias; Surgery","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02329998,0.0005062646,0.09537049,0.0007873228,0.00005585876,0.00004182336,0.0001423117,0.0001910406,0.0006390816],"category_scores_gemma":[0.03935463,0.0002490433,0.03576762,0.0006085047,0.0001267407,0.00007307717,0.00007505439,0.0001181825,0.00001167115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002446083,"about_ca_system_score_gemma":0.00011583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008071256,"about_ca_topic_score_gemma":6.453518e-7,"domain_scores_codex":[0.9833591,0.008450076,0.00695679,0.0003813521,0.0007145923,0.0001380804],"domain_scores_gemma":[0.9695641,0.01588156,0.01320836,0.0008931241,0.0003662787,0.00008651931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004376109,0.000001467518,0.000001700481,0.5336277,0.4608031,0.000005340957,0.00000934042,0.000005691938,1.379909e-8,0.0003588881,0.00003826978,0.0007722813],"study_design_scores_gemma":[0.04961587,0.00002967609,4.763608e-7,0.0213973,0.8460914,0.000009565798,0.000001327369,0.00006993841,3.521097e-8,0.00000561906,0.08263586,0.0001429652],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.773942e-7,0.9796798,0.00008393572,0.0004048878,0.0001009806,0.01856548,0.00005533145,0.00002115622,0.001088074],"genre_scores_gemma":[0.00002247803,0.9895449,0.000104787,0.00001231359,0.0003922156,0.00003719006,0.0001578444,0.00003126138,0.009697001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5122305,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3292473032724751,"score_gpt":0.4740754338579672,"score_spread":0.1448281305854922,"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."}}