{"id":"W2600140872","doi":"10.1615/tsfp7.850","title":"COMPUTATION OF BLOOD FLOWS ACCOUNTING FOR RED-BLOOD CELL AGGREGATION/FRAGMENTATION","year":2011,"lang":"en","type":"article","venue":"Proceeding of Seventh International Symposium on Turbulence and Shear Flow Phenomena","topic":"Blood properties and coagulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université Laval; University of Ottawa","funders":"","keywords":"Mechanics; Viscoelasticity; Deborah number; Shear rate; Reynolds number; Blood viscosity; Computation; Pulsatile flow; Viscosity; Mathematics; Statistical physics; Physics; Thermodynamics; Flow (mathematics); Turbulence; Algorithm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004072647,0.0005788628,0.0006414265,0.0007022704,0.0005236813,0.0009388443,0.0005069429,0.0008738143,0.0009316182],"category_scores_gemma":[0.002278767,0.0003590024,0.0003746058,0.0004860633,0.000650125,0.0004620591,0.0003535845,0.0002787274,0.0001044829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009582192,"about_ca_system_score_gemma":0.001358234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005672987,"about_ca_topic_score_gemma":0.004067164,"domain_scores_codex":[0.9999059,0.00002331368,0.000007587894,0.00001953381,0.00002076993,0.00002281823],"domain_scores_gemma":[0.9993549,0.0004105161,0.00008381451,0.00003460383,0.00006229961,0.00005377712],"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":[0.0001859339,0.00004878017,0.003199856,0.00004420711,0.00002042424,0.0003504466,0.00008731574,0.9733199,0.01072596,0.002624946,0.0002355597,0.009156678],"study_design_scores_gemma":[0.00001329417,0.00002166038,0.0005970079,0.000002929866,0.000004485331,0.00004337991,0.0000135766,0.9967942,0.00182547,0.0005786387,0.00009966323,0.000005737526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888147,0.0002877102,0.107415,0.0001764483,0.00004527221,0.00006228664,0.0002911094,0.0006605645,0.002246745],"genre_scores_gemma":[0.9601268,0.00009124108,0.03879494,0.0000220775,0.00001273878,0.00002669564,0.0001654908,0.00005631099,0.0007038162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005672987,"threshold_uncertainty_score":0.01127994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462111999434934,"score_gpt":0.2465794721438195,"score_spread":0.2219583521494701,"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."}}