{"id":"W2914234572","doi":"10.1016/j.jcmg.2018.11.027","title":"How Do We Reconcile Echocardiography, Computed Tomography, and Hybrid Imaging in Assessing Discordant Grading of Aortic Stenosis Severity?","year":2019,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"GE Healthcare; Biotronik; Boston Scientific Corporation; Edwards Lifesciences; Medtronic","keywords":"Medicine; Ventricular outflow tract; Stenosis; Cardiology; Dobutamine; Grading (engineering); Ejection fraction; Radiology; Internal medicine; Doppler echocardiography; Multidetector computed tomography; Stress Echocardiography; Aortic valve stenosis; Computed tomography; Hemodynamics; Diastole; Heart failure; Coronary artery disease","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":[0.01026026,0.001238088,0.005533509,0.004596608,0.0004810362,0.003397215,0.002888133,0.003126021,0.002282345],"category_scores_gemma":[0.0220357,0.0007036384,0.002048942,0.002505578,0.001293425,0.003949284,0.001470113,0.004279182,0.001527681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293024,"about_ca_system_score_gemma":0.003091469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965921,"about_ca_topic_score_gemma":0.006116638,"domain_scores_codex":[0.9965049,0.001331938,0.000744139,0.0004076835,0.0008733467,0.0001380177],"domain_scores_gemma":[0.9836001,0.01131362,0.001226064,0.0002510393,0.003345972,0.000263221],"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":[0.0001298364,0.000030094,0.0008959707,0.02477391,0.00087482,0.0001221217,0.000109756,0.0002441787,0.0002225075,0.003927917,0.02532394,0.943345],"study_design_scores_gemma":[0.0003354232,0.0003839343,0.009665819,0.1734015,0.006607401,0.005526487,0.001136725,0.00133007,0.0005683149,0.02019154,0.7805673,0.0002854562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007401892,0.9975689,0.0001668139,0.001497972,0.0004168489,0.000004400283,0.00001760763,0.000005424646,0.0002480263],"genre_scores_gemma":[0.001895713,0.9943292,0.0009391641,0.00162529,0.001000143,0.00001562966,0.00004614548,0.000005478058,0.0001432569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01026026,"threshold_uncertainty_score":0.05426216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461495161169557,"score_gpt":0.3175834646207498,"score_spread":0.2929685130090542,"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."}}