{"id":"W2976369033","doi":"10.1161/jaha.119.013463","title":"Three‐Dimensional Echocardiography for Transcatheter Aortic Valve Replacement Sizing: A Systematic Review and Meta‐Analysis","year":2019,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Valve replacement; Ventricular outflow tract; Stenosis; Regurgitation (circulation); Cardiac skeleton; Perimeter; Cardiology; Radiology; Multidetector computed tomography; Aortic valve; Aortic valve stenosis; Receiver operating characteristic; Internal medicine; Nuclear medicine; Computed tomography; Aortic valve replacement","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":[0.008711211,0.001813688,0.01121187,0.004597022,0.0004733433,0.00238737,0.001666728,0.001785481,0.002979973],"category_scores_gemma":[0.02240773,0.0009538034,0.0244802,0.00589733,0.0006665007,0.001163312,0.0009184775,0.001223678,0.0002515134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337514,"about_ca_system_score_gemma":0.002044502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005049511,"about_ca_topic_score_gemma":0.009953245,"domain_scores_codex":[0.9939334,0.002467175,0.001874876,0.0008688512,0.0006603621,0.0001953923],"domain_scores_gemma":[0.9786363,0.01634701,0.00313452,0.0005462596,0.001151776,0.0001841064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001869821,0.00002995832,0.01275686,0.3989798,0.5673944,0.0001831996,0.00009169772,0.000678623,0.0002712748,0.0001511873,0.0009158133,0.01667726],"study_design_scores_gemma":[0.0004800442,0.000163754,0.01014632,0.02758241,0.9591917,0.0001527776,0.00004605166,0.0002442398,0.0001355826,0.0001917765,0.001638019,0.00002735813],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005622183,0.9929946,0.0003534251,0.0001356137,0.00008367451,0.00009406423,0.00053783,0.00001373633,0.0001648046],"genre_scores_gemma":[0.2165348,0.7786331,0.001694762,0.0008627098,0.0002657856,0.0006467602,0.001071028,0.00002614935,0.0002648959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01121187,"threshold_uncertainty_score":0.0460698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224750013332447,"score_gpt":0.3807975665583719,"score_spread":0.3385500664250474,"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."}}