{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272949,0.0003159166,0.000637104,0.001213348,0.0004644888,0.0009412895,0.0004151992,0.0005404057,0.001059576],"category_scores_gemma":[0.003298796,0.0002654501,0.000838366,0.002046851,0.0003100383,0.0006158868,0.000689744,0.0004706591,0.000223355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888424,"about_ca_system_score_gemma":0.0004455281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003586432,"about_ca_topic_score_gemma":0.004339532,"domain_scores_codex":[0.9989849,0.0002661808,0.0001819707,0.0002869293,0.0001685228,0.0001115594],"domain_scores_gemma":[0.9951626,0.0007220656,0.002806053,0.0004093257,0.0003731067,0.0005268033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001794101,0.00001833963,0.9991301,0.000008923433,0.00006881282,0.00001994593,0.00002443476,0.00002246434,0.00005758927,0.000003979018,0.00004804496,0.0004179823],"study_design_scores_gemma":[0.00002745647,0.0001035601,0.999472,0.000005260844,0.00006244497,0.0001061445,0.00004507018,0.00008973624,0.00002136543,0.000006799416,0.00005684455,0.000003399466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987356,0.0001827192,0.00007233998,0.00001337458,0.000003542662,0.00001365088,0.0008074954,0.00000333548,0.0001678145],"genre_scores_gemma":[0.9982378,0.00008984752,0.00008677497,0.0000186727,0.0000153942,0.0000267839,0.001474313,0.000001726256,0.00004872827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003586432,"threshold_uncertainty_score":0.007131159,"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."}}