{"id":"W3084988365","doi":"10.22541/au.158817610.03392772","title":"Relationship between electrical gap after Maze procedure and atrial arrhythmia and ablation outcome after cardiac surgery and concomitant Maze procedure.","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Atrial flutter; Atrial fibrillation; Medicine; Atrial tachycardia; Concomitant; Ablation; Cardiology; Internal medicine; Interquartile range; Surgery; Catheter ablation; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006511112,0.000551066,0.001405188,0.0003964896,0.00009452165,0.0001587092,0.00005624624,0.0007192824,0.00005581748],"category_scores_gemma":[0.001882289,0.0004741923,0.0003063089,0.0003900574,0.0001403504,0.0002097567,0.0001636381,0.0006748301,0.00005792285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008463325,"about_ca_system_score_gemma":0.0001720995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002376827,"about_ca_topic_score_gemma":0.00001394942,"domain_scores_codex":[0.9971335,0.0001908772,0.0009224681,0.0008283463,0.0005158089,0.0004090231],"domain_scores_gemma":[0.9975204,0.001314203,0.0003635388,0.0003315513,0.00007998965,0.0003903353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009384139,0.00000160252,0.7211823,0.0009392921,0.0001703266,0.00009264416,0.00009342338,9.654268e-8,8.121735e-7,0.00003198671,0.2759497,0.0005993663],"study_design_scores_gemma":[0.0006822313,0.00009410927,0.6293016,0.00009682993,0.001653857,0.00003112093,0.00001351344,0.00001569674,0.000001124476,0.0002040065,0.3675455,0.0003603907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2484702,0.007192175,0.0000482776,0.01638247,0.001024123,0.00502739,0.7215305,0.0002602709,0.0000646466],"genre_scores_gemma":[0.6038895,0.0003761341,0.000170165,0.0002904175,0.00675198,0.00004567343,0.3879591,0.00006354209,0.0004534946],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3554194,"threshold_uncertainty_score":0.999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07303737175089939,"score_gpt":0.3274069794004382,"score_spread":0.2543696076495389,"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."}}