{"id":"W3215926115","doi":"10.1016/j.pcad.2021.11.013","title":"Left atrial appendage closure – Current status and future directions","year":2021,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Percutaneous; Cardiology; Internal medicine; Closure (psychology); Stroke (engine); Atrial Appendage; Population; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000293326,0.0005231417,0.003240755,0.0003862186,0.0001164974,0.0001267058,0.0001029266,0.000239974,0.0001240671],"category_scores_gemma":[0.000117073,0.0004219459,0.005386218,0.0005495135,0.00011695,0.0001029282,0.0002336038,0.0003959863,0.00001578059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469875,"about_ca_system_score_gemma":0.0003552137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004113027,"about_ca_topic_score_gemma":0.000002853125,"domain_scores_codex":[0.9969812,0.0004713681,0.0006156848,0.0007851266,0.0007120541,0.0004345915],"domain_scores_gemma":[0.9985563,0.000108973,0.0001681152,0.0007795334,0.00008996433,0.0002971801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000181858,0.00001855508,0.1005209,0.01546006,0.004564016,0.0001453309,0.0000210947,7.258929e-7,1.659172e-10,0.0000682884,0.0001985631,0.8789843],"study_design_scores_gemma":[0.001065242,0.0000226445,0.01165213,0.005209777,0.02297958,0.00004468798,0.00003413819,0.000001270386,1.338274e-8,0.000008277957,0.9586022,0.0003800116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002265651,0.9953618,0.0000049927,0.0000966211,0.00209276,0.002023426,0.0001779589,0.0001292512,0.00009051133],"genre_scores_gemma":[0.00002448761,0.9905413,0.00008926723,0.0000043331,0.007821796,0.00001632957,0.00133132,0.00007739942,0.00009377522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9584036,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05089739920932288,"score_gpt":0.3752272108519114,"score_spread":0.3243298116425885,"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."}}