{"id":"W4311734048","doi":"10.1093/eurheartjsupp/suac121.380","title":"1108 PERI-PROCEDURAL COMPLICATIONS AND LONG-TERM OUTCOMES IN ATRIAL FIBRILLATION PATIENTS STRATIFIED FOR CHRONIC KIDNEY DISEASE SEVERITY UNDERGOING LEFT ATRIAL APPENDAGE OCCLUSION: RESULTS FROM AN INTERNATIONAL, MULTICENTRE REGISTRY","year":2022,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Kidney disease; Internal medicine; Renal function; Stroke (engine); Cardiology; Clinical endpoint; Left atrial appendage occlusion; Incidence (geometry); Stage (stratigraphy); Acute kidney injury; Warfarin; Randomized controlled trial","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":[0.0005917268,0.0002396748,0.0003254191,0.0001963515,0.0007886118,0.0002073838,0.000213329,0.00002867601,0.0006389841],"category_scores_gemma":[0.0007249448,0.0002355774,0.0003083665,0.0001012074,0.00003600187,0.0005122945,0.0003459705,0.0002666183,0.00001140503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004416376,"about_ca_system_score_gemma":0.0002349012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003048559,"about_ca_topic_score_gemma":0.00007092653,"domain_scores_codex":[0.9972188,0.0003805607,0.0009580964,0.0004808142,0.0006429806,0.0003186711],"domain_scores_gemma":[0.9984763,0.0002214018,0.0004469387,0.0003195152,0.0001164741,0.0004193737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002860001,0.00003635918,0.9924546,0.00003750777,0.0001662296,0.00003867843,0.0004605071,0.0006567016,0.00008560136,0.00001495596,0.002435544,0.0007532975],"study_design_scores_gemma":[0.01865513,0.0002832939,0.9470711,0.00007698275,0.0001600288,0.00001712147,0.0002018053,0.001828999,0.00000468052,0.00003909532,0.0314415,0.0002201999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808773,0.00007482709,0.000178172,0.01380483,0.001325788,0.001534686,0.002058592,0.0000462231,0.00009957897],"genre_scores_gemma":[0.9877489,0.00009591199,0.0007311018,0.0005998879,0.002105874,5.734378e-7,0.008305802,0.00004333967,0.0003686524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04538346,"threshold_uncertainty_score":0.9606566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06604180463799175,"score_gpt":0.3645454178975663,"score_spread":0.2985036132595745,"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."}}