{"id":"W4319298096","doi":"10.4244/eij-d-22-00627","title":"Left atrial appendage occlusion","year":2023,"lang":"en","type":"review","venue":"EuroIntervention","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Université Laval","funders":"","keywords":"Medicine; Atrial fibrillation; Left atrial appendage occlusion; Patent foramen ovale; Stroke (engine); Percutaneous; Atrial Appendage; Cardiology; Occlusion; Internal medicine; Surgery; Sinus rhythm; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005490719,0.000306346,0.001256949,0.0004554149,0.00007951915,0.00005159591,0.0001221325,0.0001754394,0.001178378],"category_scores_gemma":[0.0002276183,0.000247489,0.003432098,0.0003072626,0.00001981503,0.00007794984,0.0002475487,0.0002477909,0.00653863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058731,"about_ca_system_score_gemma":0.00005010777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005596807,"about_ca_topic_score_gemma":0.000004377969,"domain_scores_codex":[0.9979801,0.0001853533,0.0008882179,0.0003944194,0.0003377597,0.0002141314],"domain_scores_gemma":[0.9989682,0.000101042,0.0004523618,0.0003608399,0.00003538817,0.00008218125],"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":[0.00008399136,0.00001251056,0.001018342,0.06968936,0.0009497639,0.0003907903,0.00002900901,0.000001011764,0.000001080868,0.0007127589,0.02605556,0.9010558],"study_design_scores_gemma":[0.0004997359,0.0001321544,0.0004871177,0.01760899,0.002137735,0.00007389612,0.00000509703,0.00001231143,2.11859e-7,0.00004960935,0.9788055,0.0001876003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000932603,0.9933625,0.000317882,0.0001820768,0.002166384,0.001374948,0.00002119636,0.000418643,0.002147059],"genre_scores_gemma":[0.000005860224,0.921823,0.00006700811,0.0000117118,0.002084625,5.191895e-8,0.001013038,0.00009527375,0.07489942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.95275,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2553869345593225,"score_gpt":0.4592072073724804,"score_spread":0.203820272813158,"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."}}