{"id":"W4280654006","doi":"10.1093/eurheartj/suac012.092","title":"P95 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, MULTICENTER 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; Cardiology; Stroke (engine); Clinical endpoint; Left atrial appendage occlusion; Incidence (geometry); Stage (stratigraphy); Randomized controlled trial; Warfarin","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":[0.001422041,0.0003078328,0.0005527583,0.0009870492,0.0003449986,0.001020619,0.0004467008,0.0005296935,0.0009470034],"category_scores_gemma":[0.003505191,0.0002510759,0.0009639527,0.001847377,0.0002927972,0.0006638694,0.0006658036,0.0005815321,0.0001849293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238775,"about_ca_system_score_gemma":0.0003012909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443761,"about_ca_topic_score_gemma":0.002459821,"domain_scores_codex":[0.9989842,0.0002505001,0.0001897379,0.0002930356,0.000169439,0.0001131235],"domain_scores_gemma":[0.9957905,0.000570397,0.002495793,0.0003385705,0.0003391734,0.0004655717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002996128,0.00002153697,0.9985461,0.00001293378,0.0001439231,0.0000251664,0.00002980696,0.00003790859,0.00006738488,0.000007078729,0.00008310058,0.000725562],"study_design_scores_gemma":[0.00003219822,0.0001229611,0.9992658,0.000006276974,0.0001148015,0.0001207422,0.00005874301,0.000137607,0.00003263684,0.00001182892,0.00009197172,0.000004420709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984475,0.0002987607,0.00008962007,0.00002390408,0.00000528732,0.000009794713,0.0009210482,0.000004013602,0.0002001263],"genre_scores_gemma":[0.9982983,0.0001076116,0.00008042202,0.00001754127,0.00001694341,0.00001864873,0.001409511,0.000001953282,0.0000490443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002443761,"threshold_uncertainty_score":0.007520616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658152472348408,"score_gpt":0.3665011171090354,"score_spread":0.3006858698741945,"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."}}