{"id":"W4206610017","doi":"10.3389/fbioe.2021.725113","title":"Hemodynamic Assessment in Bicuspid Aortic Valve Disease and Aortic Dilation: New Insights From Voxel-By-Voxel Analysis of Reverse Flow, Stasis, and Energetics","year":2022,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Cumming School of Medicine, University of Calgary; National Institute on Aging; University of Calgary","keywords":"Bicuspid aortic valve; Cardiology; Voxel; Medicine; Hemodynamics; Dilation (metric space); Internal medicine; Aortic valve; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005662209,0.0001860573,0.0004960506,0.0008152011,0.00004316378,0.000009308344,0.00005957943,0.0001203219,0.000009412089],"category_scores_gemma":[0.00002643551,0.0001752227,0.00006589816,0.0007957428,0.0001322636,0.00004878658,0.0001183167,0.0002231713,6.387015e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120137,"about_ca_system_score_gemma":0.00005970991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002263657,"about_ca_topic_score_gemma":0.00002124247,"domain_scores_codex":[0.9989257,0.00002621858,0.0003197728,0.0003855167,0.0001475389,0.0001952478],"domain_scores_gemma":[0.9995074,0.00002521031,0.00007357616,0.0002376712,0.000009161858,0.0001469645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002238424,0.0005356401,0.9569747,0.0001545966,0.002247339,0.00009223311,0.0003928405,0.003859028,0.003363225,0.0003946037,0.0003082188,0.03145367],"study_design_scores_gemma":[0.001844018,0.0002130254,0.4283399,0.00005439176,0.002449478,0.000002606314,0.0008159015,0.5647343,0.0003442818,0.0007424713,0.0002185865,0.0002410475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791455,0.01020258,0.009253357,0.0009462184,0.00008446199,0.0002267578,0.00008636368,0.0000488724,0.000005908224],"genre_scores_gemma":[0.9875825,0.001919518,0.01012551,0.00003686826,0.000009487205,0.00003120184,0.0002532072,0.00001449077,0.0000272162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5608752,"threshold_uncertainty_score":0.7145373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00618915421909836,"score_gpt":0.2202255311687133,"score_spread":0.2140363769496149,"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."}}