{"id":"W2040432730","doi":"10.1007/s10439-010-9915-7","title":"In Vitro Comparison of the Effect of Stent Configuration on Wall Shear Stress Using Time-resolved Particle Image Velocimetry","year":2010,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbott (Canada)","funders":"Abbott Vascular; National Science Foundation","keywords":"Stent; Shear stress; Particle image velocimetry; Biomedical engineering; Balloon; Restenosis; Materials science; Anatomy; Medicine; Mechanics; Surgery; Turbulence; Composite material; Physics","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":[0.0002662228,0.00007876796,0.0002883194,0.00009024316,0.000009839857,0.000002513931,0.00007294751,0.00007009316,0.00008486411],"category_scores_gemma":[0.0005755959,0.00005586069,0.0001179816,0.0001971864,0.00008853306,0.00003188266,0.00002755495,0.0001802578,0.000002040802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008155499,"about_ca_system_score_gemma":0.00001863927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007140672,"about_ca_topic_score_gemma":0.000001178944,"domain_scores_codex":[0.9991229,0.00002616647,0.0003903696,0.00008337005,0.0002511738,0.0001260605],"domain_scores_gemma":[0.9993102,0.000294873,0.00009295975,0.0001759099,0.00005896196,0.00006707539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001850265,0.0003493944,0.002270896,0.0002998684,0.00003585517,0.000004079823,0.00007415196,0.0006202831,0.9931622,0.00002923604,0.0000824645,0.00288654],"study_design_scores_gemma":[0.0006213771,0.0005687797,0.01714701,0.0004042685,0.00002848476,0.00000178579,0.0000137457,0.1617404,0.8193646,0.000001513755,0.00007041012,0.00003763895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983314,0.00007342014,0.0007861954,0.0004503456,0.0001393235,0.0001698065,0.00002055416,0.00000729247,0.00002171201],"genre_scores_gemma":[0.9995261,0.000002698056,0.0003901069,0.00002072286,0.00003056478,0.000002860564,0.00001065172,0.000007996234,0.000008251922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737976,"threshold_uncertainty_score":0.2277933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144346798989772,"score_gpt":0.3258269276176807,"score_spread":0.304383459627783,"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."}}