{"id":"W2341098091","doi":"10.1177/0954411915621341","title":"Hemodynamic study of the elliptic St. Jude Medical valve: A computational study","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hemodynamics; Shear stress; Cardiology; Mechanical heart-valve; Mechanical heart; Pressure drop; Heart valve; Internal medicine; Materials science; Structural engineering; Medicine; Mechanics; Engineering; Physics; Composite material","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":[0.001555239,0.0002396345,0.0007374854,0.0003176672,0.00003491101,0.000003944725,0.0007085654,0.0001028551,0.00002039974],"category_scores_gemma":[0.002287184,0.0001259292,0.0001741619,0.000741118,0.0001503837,0.000194549,0.0001334209,0.0004427529,4.118885e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584014,"about_ca_system_score_gemma":0.00006286217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000535743,"about_ca_topic_score_gemma":0.000003388696,"domain_scores_codex":[0.9965494,0.00002173167,0.001546255,0.000143706,0.001523467,0.0002154371],"domain_scores_gemma":[0.9983705,0.0003757889,0.000460814,0.0001622436,0.0005273483,0.0001032954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005956609,0.0005069468,0.005118532,0.0002928949,0.0004840235,0.000003317869,0.001331939,0.9830447,0.005530448,0.00312866,0.0002134844,0.0002854783],"study_design_scores_gemma":[0.02672805,0.003700004,0.1039734,0.0117347,0.001251289,0.0002039643,0.005906175,0.8366439,0.007181892,0.001294125,0.0005550859,0.0008274096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889037,0.0002227411,0.009047789,0.0003410003,0.0009321304,0.0004682509,0.000003334472,0.00003219514,0.00004884053],"genre_scores_gemma":[0.9994118,0.00004288832,0.0003484073,0.000009735776,0.0001458922,0.000008467448,1.617312e-7,0.00002477507,0.000007914948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1464009,"threshold_uncertainty_score":0.5135245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518119968902327,"score_gpt":0.254580941297543,"score_spread":0.2393997416085197,"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."}}