{"id":"W4366177701","doi":"10.1016/j.ccep.2023.01.004","title":"Follow Up imaging After Left Atrial Appendage Occlusion–Something or Nothing and for How Long?","year":2023,"lang":"en","type":"review","venue":"Cardiac Electrophysiology Clinics","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Siemens; National Institutes of Health; Stiftung Professor Dr. Max Cloëtta; Michael Smith Health Research BC; Schweizerische Herzstiftung; Universitätsspital Basel; Universität Basel; Heart and Stroke Foundation of Canada; Bayer; Beckman Coulter Foundation","keywords":"Medicine; Thrombus; Radiology; Left atrial appendage occlusion; Occlusion; Embolization; Atrial fibrillation; Cardiac imaging; Angiography; Cardiology; Warfarin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001165541,0.000719625,0.004392253,0.000482727,0.0002956319,0.0001060492,0.0002048319,0.000716302,0.0000306149],"category_scores_gemma":[0.002312777,0.0005331824,0.00342611,0.0004180112,0.0001407362,0.0001488441,0.000421783,0.0008796322,0.00007198568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159647,"about_ca_system_score_gemma":0.0004598627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002477776,"about_ca_topic_score_gemma":0.000001457647,"domain_scores_codex":[0.996388,0.0003889922,0.001065397,0.001069174,0.0002826773,0.0008057776],"domain_scores_gemma":[0.9946437,0.003695254,0.0006916494,0.0006310269,0.000154421,0.0001838978],"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":[0.003014778,0.000008825268,0.002756352,0.03354384,0.005675308,0.000383699,0.0003400633,0.000003180821,0.00003448597,0.0002175155,0.005740267,0.9482817],"study_design_scores_gemma":[0.001691597,0.0003647332,0.0002804085,0.002326375,0.0075294,0.00003267411,0.00003272051,0.00007372141,0.000001146861,0.0002091781,0.9868685,0.0005895619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004089067,0.9887457,0.0006041806,0.0009671099,0.005381269,0.003489434,0.00009495765,0.0002805823,0.00002781157],"genre_scores_gemma":[0.0000855293,0.9803197,0.0006733288,0.0004086154,0.007290878,0.00001247981,0.0006934343,0.0002303038,0.01028575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811282,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171333725311765,"score_gpt":0.4324089498171076,"score_spread":0.315275577285931,"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."}}