{"id":"W2982536890","doi":"10.1016/j.jcin.2019.08.054","title":"Expert Recommendations on Cardiac Computed Tomography for Planning Transcatheter Left Atrial Appendage Occlusion","year":2019,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"Novo Nordisk Fonden","keywords":"Left atrial appendage occlusion; Medicine; Atrial fibrillation; Occlusion; Radiology; Cardiac imaging; Gold standard (test); Computed tomography; Computed tomographic; Tomography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004097292,0.001540311,0.003113632,0.005274895,0.0005152288,0.002487886,0.002748579,0.004495645,0.01284246],"category_scores_gemma":[0.01811118,0.0007443698,0.003841097,0.002441967,0.0007524696,0.001682748,0.001317017,0.003550331,0.005042009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516354,"about_ca_system_score_gemma":0.00492628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009646044,"about_ca_topic_score_gemma":0.01373941,"domain_scores_codex":[0.9978175,0.0006788824,0.0005786598,0.0002366132,0.0005689506,0.0001194064],"domain_scores_gemma":[0.9919773,0.004503965,0.0009529103,0.0001455919,0.00222847,0.0001917879],"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":[0.0001320967,0.00003768165,0.0003768441,0.0559229,0.0007988302,0.0002131873,0.00009339364,0.0005085161,0.0003154252,0.002882798,0.2213415,0.7173769],"study_design_scores_gemma":[0.0004488214,0.00009517706,0.001843619,0.1992193,0.003929041,0.000967,0.0001287572,0.0004543364,0.0003474858,0.006974282,0.7854787,0.0001134396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009549438,0.9795394,0.001283332,0.01081263,0.003178596,0.0001141329,0.0005880896,0.00006665933,0.004321707],"genre_scores_gemma":[0.001990264,0.9719617,0.006561598,0.01270566,0.003023287,0.000247919,0.0009186331,0.00003591775,0.002555039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01284246,"threshold_uncertainty_score":0.04296225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2155723571057896,"score_gpt":0.4322767933564802,"score_spread":0.2167044362506906,"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."}}