{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000526932,0.0001473448,0.0001897733,0.000410906,0.0001897632,0.0003096026,0.0002365572,0.000329575,0.00151817],"category_scores_gemma":[0.002442796,0.00008308946,0.0003043581,0.0003505106,0.0003035033,0.0004288077,0.0003687645,0.00039959,0.0001570566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582114,"about_ca_system_score_gemma":0.0001594319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521365,"about_ca_topic_score_gemma":0.0003185667,"domain_scores_codex":[0.9997413,0.00003776221,0.00004312687,0.00006275073,0.00006265002,0.00005235095],"domain_scores_gemma":[0.9965579,0.0007406328,0.001958461,0.0001329869,0.0001595133,0.0004503648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009829803,0.00001420818,0.9982193,0.000007530545,0.00002375199,0.0002520214,0.00002383311,0.00002658654,0.0001653872,0.000007205206,0.0000166341,0.001145236],"study_design_scores_gemma":[0.000004321657,0.000154769,0.997377,0.00000557695,0.00001653095,0.002120101,0.00004741954,0.0001082362,0.00006491317,0.0000272977,0.00007122074,0.00000263951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9994459,0.0003056149,0.00006359786,0.00001447681,0.000002906621,0.000001488302,0.00004263557,0.000001232002,0.0001222153],"genre_scores_gemma":[0.9997872,0.00006115458,0.00002765461,0.000005303692,0.00001013561,0.000001983819,0.0000771945,5.843413e-7,0.0000287856],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.00151817,"threshold_uncertainty_score":0.005078733,"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."}}