{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006417581,0.0002356798,0.0003174172,0.0002014249,0.0007280833,0.0002190593,0.0002135572,0.00002808487,0.0006225433],"category_scores_gemma":[0.0006200203,0.0002292034,0.0003108771,0.00009220636,0.00003706657,0.0005439928,0.0003592274,0.0002694047,0.0000115762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176908,"about_ca_system_score_gemma":0.0001968803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003064237,"about_ca_topic_score_gemma":0.00006139569,"domain_scores_codex":[0.9972519,0.0003715084,0.0009679096,0.0004748337,0.000624612,0.0003092962],"domain_scores_gemma":[0.998546,0.000195349,0.0004286255,0.0003183584,0.0001177311,0.0003939459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003089614,0.00003698752,0.9920823,0.00003277215,0.0001630004,0.00003113244,0.0004009701,0.000446141,0.00007316739,0.00001181107,0.002958906,0.0006732147],"study_design_scores_gemma":[0.01866701,0.0002992643,0.9318286,0.00007361737,0.000135355,0.00001374247,0.0001389553,0.001753351,0.000003835312,0.00003369404,0.04684412,0.0002084133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822237,0.00005991991,0.0001831602,0.01245792,0.001419302,0.001467185,0.00203657,0.00004271869,0.0001094884],"genre_scores_gemma":[0.9886104,0.00008620089,0.0007461222,0.0006795756,0.002118763,6.683803e-7,0.00733697,0.00004344573,0.0003778002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06025364,"threshold_uncertainty_score":0.9346641,"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."}}