{"id":"W3107445649","doi":"10.1093/ehjci/ehaa946.2335","title":"Bicuspid aortic valve disease associates with abnormal wall shear stress, viscous energy loss, and pressure drop within the ascending thoracic aorta","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Bicuspid aortic valve; Internal medicine; Cardiology; Ascending aorta; Aortic valve; Ventricular outflow tract; Shear stress; Systole; Aorta; Anatomy; Blood pressure; Diastole","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002704547,0.0004053623,0.0003719479,0.001113254,0.0002983615,0.0004783634,0.00019966,0.000326797,0.001207947],"category_scores_gemma":[0.00109072,0.0002199519,0.0001797075,0.0004474711,0.000334356,0.0002186207,0.0003115082,0.0002382496,0.00009351385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132444,"about_ca_system_score_gemma":0.00008552198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008616705,"about_ca_topic_score_gemma":0.0008634849,"domain_scores_codex":[0.99977,0.00005182268,0.00003149838,0.00007460807,0.00003750972,0.00003463241],"domain_scores_gemma":[0.9991448,0.0001911957,0.0003604357,0.00005244625,0.00005916982,0.0001919407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003592682,0.00003920549,0.9820176,0.00001731395,0.0000491959,0.001969841,0.0001463989,0.00007575759,0.01243783,0.0000272089,0.0000294199,0.002830859],"study_design_scores_gemma":[0.000005065679,0.00009916204,0.9940995,0.000005404615,0.00002061344,0.00469338,0.0001231283,0.0002136321,0.0006466097,0.00003382404,0.00005557921,0.00000414619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996545,0.00009969791,0.0001074898,0.000008350525,0.000001866972,0.000001383581,0.00001677359,0.000002955614,0.0001068548],"genre_scores_gemma":[0.9997336,0.00004043805,0.00013103,0.000006971384,0.000007205422,0.000002079774,0.00002999552,9.938594e-7,0.00004766422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001207947,"threshold_uncertainty_score":0.004041016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777444797731068,"score_gpt":0.2731843356860965,"score_spread":0.2454098877087858,"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."}}