{"id":"W2332989260","doi":"10.1115/sbc2008-192962","title":"Stereoscopic PIV of Steady Flow Through a Bileaflet Mechanical Heart Valve","year":2008,"lang":"en","type":"article","venue":"ASME 2008 Summer Bioengineering Conference, Parts A and B","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Particle image velocimetry; Turbulence; Flow (mathematics); Heart valve; Mechanics; Reynolds number; Mechanical heart; Materials science; Physics; Cardiology; Medicine","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":[0.00004674975,0.0002580523,0.0005756451,0.00008888093,0.00006816717,0.00001444289,0.00005341881,0.0001027296,0.0001551605],"category_scores_gemma":[0.00002269217,0.0002124891,0.0004733266,0.0001491678,0.0001097907,0.0000889959,0.00004934921,0.0001272213,0.00002783168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002087023,"about_ca_system_score_gemma":0.0001112898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410941,"about_ca_topic_score_gemma":0.000003327676,"domain_scores_codex":[0.9987483,0.00002144678,0.0003017247,0.0003351731,0.000255717,0.0003376391],"domain_scores_gemma":[0.9992553,0.00003849663,0.00005043883,0.0003206676,0.0001071163,0.0002279834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006567303,0.002222364,0.9563569,0.001124651,0.005300757,0.0004146076,0.002231797,0.0001426592,0.0109958,0.004392631,0.0105427,0.005618433],"study_design_scores_gemma":[0.009785893,0.00228688,0.9336212,0.001021565,0.002129549,0.0005354232,0.0004358849,0.005791226,0.008963036,0.0001837468,0.03410523,0.001140419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950026,0.001876208,0.001151492,0.0002063693,0.0002635866,0.0004045913,0.00009689016,0.00008279172,0.000915533],"genre_scores_gemma":[0.9967139,0.0006569527,0.001972709,0.0001501373,0.00009000727,0.0000325697,0.00006664449,0.00002804794,0.0002890389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02356253,"threshold_uncertainty_score":0.8665053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332894178196586,"score_gpt":0.3109646656547904,"score_spread":0.2676357238728245,"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."}}