{"id":"W3176199738","doi":"10.1097/md.0000000000026518","title":"Bicuspid aortic valve disease is associated with abnormal wall shear stress, viscous energy loss, and pressure drop within the ascending thoracic aorta","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Bicuspid aortic valve; Medicine; Cardiology; Hemodynamics; Internal medicine; Aortic valve; Ascending aorta; Shear stress; Magnetic resonance imaging; Ventricular outflow tract; Aorta; Radiology; Materials science","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":[0.000235201,0.0003590212,0.0005653245,0.00007765789,0.0002342245,0.00004174448,0.000112349,0.00009263008,0.0003934446],"category_scores_gemma":[0.0002957645,0.0001929983,0.0001115862,0.0004048591,0.0004974421,0.000132922,0.00007822581,0.0002509892,0.000006172625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005038358,"about_ca_system_score_gemma":0.0003087705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002320592,"about_ca_topic_score_gemma":0.00006420872,"domain_scores_codex":[0.9977422,0.0001264801,0.0003859608,0.0005504361,0.000769737,0.0004252215],"domain_scores_gemma":[0.9983535,0.0001463123,0.0001955325,0.0005918026,0.0001669501,0.0005459114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001799774,0.001922018,0.9645559,0.0007382335,0.006189753,0.006004195,0.003742153,0.00006043172,0.0002607457,0.001526243,0.006319913,0.006880619],"study_design_scores_gemma":[0.009495595,0.001511256,0.9353073,0.004702424,0.02271355,0.0003588192,0.002848264,0.01461096,0.002434247,0.000967944,0.004178939,0.0008707537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578652,0.0192418,0.0001893434,0.01960032,0.0001485326,0.0005224612,0.00007375299,0.000162079,0.002196469],"genre_scores_gemma":[0.9924883,0.0003778327,0.00004995012,0.002517412,0.0002839766,0.00005631,0.0003983621,0.0000554139,0.003772456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03462305,"threshold_uncertainty_score":0.7870242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601164272764825,"score_gpt":0.2701016235001809,"score_spread":0.2540899807725326,"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."}}