{"id":"W4409112729","doi":"10.1016/j.jaccas.2025.103388","title":"Remote Tamponade After Percutaneous Left Atrial Appendage Closure","year":2025,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Appendage; Tamponade; Percutaneous; Medicine; Closure (psychology); Internal medicine; Cardiology; Anatomy; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003388324,0.0001911023,0.0003945215,0.0001993071,0.000104256,0.00004721914,0.0000232526,0.0001513078,0.001078338],"category_scores_gemma":[0.0003551351,0.0001649917,0.0004349491,0.0001969199,0.00003644922,0.00007369598,0.00009127219,0.0001616425,0.00005195363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009692638,"about_ca_system_score_gemma":0.0001268984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001532602,"about_ca_topic_score_gemma":0.00008389672,"domain_scores_codex":[0.9984336,0.00004188889,0.0005867143,0.0003954039,0.0002919086,0.0002504796],"domain_scores_gemma":[0.9989957,0.00009598334,0.0001604941,0.0005576935,0.00007680607,0.0001133432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006425938,0.000005954664,0.2190902,0.0001627339,0.0002405359,0.764777,0.0001393287,0.0000219451,0.0004322821,0.00008626722,0.007071267,0.007329844],"study_design_scores_gemma":[0.0008318591,0.00006999137,0.03036484,0.000113907,0.0007188065,0.3205918,0.0001222644,0.0001767135,0.0001871459,0.0005138936,0.6460563,0.0002524832],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707093,0.000711125,0.000337378,0.004000536,0.001772866,0.0008302695,0.00000520879,0.0001983702,0.0214349],"genre_scores_gemma":[0.9508978,0.00004001282,0.0009073691,0.0004987823,0.0012261,1.363734e-7,0.00003605455,0.0000219861,0.04637182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.638985,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205810991861265,"score_gpt":0.3215898094384368,"score_spread":0.2995316995198241,"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."}}