{"id":"W1982725818","doi":"10.1121/1.4817843","title":"Mechanisms of microbubble–vessel interactions and induced stresses: A numerical study","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health; Terry Fox Foundation","keywords":"Bubble; Materials science; Mechanics; Viscoelasticity; Microbubbles; Shear stress; Stress (linguistics); Jet (fluid); Oscillation (cell signaling); Amplitude; Vascular wall; Composite material; Physics; Chemistry; Acoustics; Optics; Ultrasound","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":[0.0001290164,0.00009944626,0.000249677,0.00001489972,0.00008886211,0.00001433134,0.0003314198,0.00003340581,0.00007559755],"category_scores_gemma":[0.00004640621,0.00005403448,0.0001455237,0.0002059423,0.0001554251,0.00008217491,0.00006537783,0.0003338087,0.000002940208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002196286,"about_ca_system_score_gemma":0.00002244328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009430153,"about_ca_topic_score_gemma":4.986559e-7,"domain_scores_codex":[0.9992394,0.00005307725,0.0003476062,0.00005138156,0.0001861328,0.0001224141],"domain_scores_gemma":[0.9990087,0.0004146256,0.0001864077,0.0002054206,0.0001266341,0.00005823191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000122433,0.0003869582,0.0001245635,0.00003800178,0.0004169343,1.110193e-7,0.002531106,0.007310422,0.9780163,0.00001661904,0.00556483,0.00558188],"study_design_scores_gemma":[0.003730995,0.002711877,0.05542891,0.0005343094,0.003771977,0.0005015259,0.1493535,0.6657839,0.09521717,0.01802437,0.003808876,0.001132541],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6473961,0.0001184159,0.3504962,0.001459758,0.000113276,0.0002836569,0.000008550442,0.00001719952,0.0001068515],"genre_scores_gemma":[0.9878554,0.00009993205,0.01183327,0.0001400868,0.00003592619,0.000005144543,1.511397e-7,0.00001416651,0.00001595069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8827991,"threshold_uncertainty_score":0.2203462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101752103193792,"score_gpt":0.2324082502611188,"score_spread":0.2222330399417396,"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."}}