{"id":"W3196474353","doi":"10.18280/mmep.080406","title":"Blood Flow with Multiple Stenoses in a Force Field","year":2021,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shear stress; Pressure drop; Mechanics; Blood flow; Stenosis; Flow (mathematics); Rheology; Materials science; Medicine; Cardiology; Physics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003605337,0.0007426031,0.0009056242,0.0009338612,0.0009026733,0.001177091,0.0005858403,0.001986967,0.001225999],"category_scores_gemma":[0.0008188944,0.0003369164,0.0009503686,0.0004131806,0.001670676,0.0009522471,0.0009471225,0.0005696453,0.0001893525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007980543,"about_ca_system_score_gemma":0.0007989141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006167703,"about_ca_topic_score_gemma":0.002075213,"domain_scores_codex":[0.9998035,0.00005532264,0.0000120276,0.00004979121,0.00004484161,0.00003456711],"domain_scores_gemma":[0.9997124,0.00009659815,0.00008317059,0.00001769084,0.00004582899,0.0000442294],"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":[0.0004892023,0.0002148351,0.003321147,0.0002628642,0.0001032033,0.005057769,0.0005379661,0.8169524,0.05197306,0.1107688,0.001345503,0.008973205],"study_design_scores_gemma":[0.00003208504,0.0001242675,0.0008297174,0.00001203522,0.00002729879,0.0003315562,0.00005419086,0.9918961,0.001484662,0.004331188,0.0008466144,0.00003039756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7451649,0.001816533,0.2171373,0.002333717,0.0004222359,0.0001212239,0.0001965462,0.0003543077,0.03245322],"genre_scores_gemma":[0.9698408,0.0006604457,0.01000728,0.0001744116,0.0001350118,0.00007113501,0.00006791299,0.00003253259,0.01901037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006167703,"threshold_uncertainty_score":0.0122636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130913369629284,"score_gpt":0.1708804477238675,"score_spread":0.1595713140275747,"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."}}