{"id":"W4415789516","doi":"10.1161/circ.152.suppl_3.4366729","title":"Abstract 4366729: Same-Day Discharge Following Left Atrial Appendage Closure: Periprocedural Safety and Follow-up Outcomes","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Contraindication; Bleed; Percutaneous; Stroke (engine); Prospective cohort study; Complication; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00071668,0.0001750337,0.0003821265,0.0006565693,0.00050289,0.0008482391,0.0003731576,0.0004640628,0.00305506],"category_scores_gemma":[0.002492499,0.0001331503,0.0004607311,0.001004173,0.000277405,0.000484214,0.0005270645,0.0006313951,0.0006520809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678954,"about_ca_system_score_gemma":0.0005414991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526678,"about_ca_topic_score_gemma":0.005120019,"domain_scores_codex":[0.9994426,0.0000961699,0.00009249151,0.0001061464,0.000156881,0.0001056686],"domain_scores_gemma":[0.9965461,0.0004815958,0.001691442,0.0001594564,0.0004137538,0.0007076054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000422019,0.00008801345,0.9958093,0.00002936974,0.0000468916,0.00007871828,0.00003312313,0.00001933513,0.00006717386,0.000006111337,0.000283533,0.003116398],"study_design_scores_gemma":[0.00004142494,0.0003758522,0.9986817,0.00003228064,0.00003586528,0.0003575212,0.00008088356,0.00008698949,0.00005825824,0.00002207885,0.0002219855,0.000005062913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974263,0.0004950435,0.00005202049,0.0001347365,0.00001876512,0.0000197916,0.001104373,0.00000435035,0.0007444617],"genre_scores_gemma":[0.997108,0.0002618862,0.00007355999,0.00007787978,0.00006224668,0.00002177376,0.002052079,0.000002226558,0.0003402501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003526678,"threshold_uncertainty_score":0.01022023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927616566296283,"score_gpt":0.3177321209781285,"score_spread":0.2884559553151657,"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."}}