{"id":"W3006145528","doi":"10.21037/cdt.2019.12.01","title":"Role of CT imaging in left atrial appendage occlusion for the WATCHMAN™ device","year":2020,"lang":"en","type":"review","venue":"Cardiovascular Diagnosis and Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Left atrial appendage occlusion; Interatrial septum; Left atrium; Appendage; Occlusion; Computed tomography; Radiology; Atrial fibrillation; Anatomy; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008887554,0.0003114971,0.00214728,0.0001285313,0.00009042282,0.00003511998,0.0001527269,0.00007578405,0.00003835104],"category_scores_gemma":[0.0001129874,0.0001876632,0.00397269,0.000216691,0.00004650599,0.00005274227,0.0001007648,0.0001529855,0.000004654081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003820216,"about_ca_system_score_gemma":0.00006478926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004959351,"about_ca_topic_score_gemma":0.000002606118,"domain_scores_codex":[0.9983972,0.0001742863,0.0005315274,0.0003929653,0.000310393,0.0001935813],"domain_scores_gemma":[0.9985835,0.000678897,0.0001787928,0.000452053,0.00004641868,0.00006035329],"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":[0.00003924238,0.000004420434,0.007523671,0.00194539,0.002319507,0.00001654593,0.00007350771,0.00000809937,5.37133e-7,0.00005135113,0.0001332588,0.9878845],"study_design_scores_gemma":[0.001836584,0.0000433506,0.001000475,0.001689462,0.003347974,0.00002113541,0.00006375187,0.00004152584,0.000009020839,0.00003718671,0.9917246,0.0001849412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001133592,0.9956227,0.0000856281,0.0004722952,0.0002222558,0.003354943,0.00002134305,0.00002181572,0.00008564049],"genre_scores_gemma":[0.00090166,0.9975823,0.00006308462,0.0000878131,0.001202608,0.00001422851,0.00007596589,0.00005399306,0.00001832927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9915913,"threshold_uncertainty_score":0.7652681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902435989878687,"score_gpt":0.3479873553094343,"score_spread":0.2789629954106475,"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."}}