{"id":"W1905464023","doi":"10.24908/pceea.v0i0.3984","title":"DEVELOPMENT OF ANATOMICALLY CORRECT MOCK-UPS OF THE AORTA FOR PIV INVESTIGATIONS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University","funders":"","keywords":"Aorta; Context (archaeology); Blood flow; Compliance (psychology); Work (physics); Medicine; Mechanics; Cardiology; Psychology; Engineering; Physics; Mechanical engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468374,0.00007909487,0.0001469307,0.0001523128,0.00008285389,0.000007177361,0.0001724474,0.00007793908,0.00003319823],"category_scores_gemma":[0.002262909,0.00006501473,0.0001216003,0.0003132096,0.000024986,0.00005450451,0.0000201331,0.00009045099,8.237319e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000662073,"about_ca_system_score_gemma":0.001419112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168787,"about_ca_topic_score_gemma":0.004305348,"domain_scores_codex":[0.9992203,0.00000277035,0.0003767814,0.00009047033,0.0001790145,0.0001306395],"domain_scores_gemma":[0.9984845,0.00005581863,0.0004111563,0.00009515751,0.0008459081,0.0001074461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001789724,0.0004748103,0.9072211,0.001095205,0.0003756589,2.97509e-8,0.008696409,0.00007517304,0.01345632,0.0344342,0.03136851,0.002784678],"study_design_scores_gemma":[0.0003120034,0.00003833107,0.9417799,0.0005593981,0.0001708286,0.000002393237,0.0006328042,0.0007303655,0.04493252,0.0004735354,0.01025518,0.0001128145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947952,0.00003638576,0.00005882397,0.001415211,0.000712848,0.0005589845,0.00004003995,0.00001389237,0.002368601],"genre_scores_gemma":[0.9902655,0.000002394691,0.008167062,0.00008924886,0.00003603497,0.00006112128,0.000009794896,0.00001440949,0.001354383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03455871,"threshold_uncertainty_score":0.2709077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971988475231412,"score_gpt":0.232343715115842,"score_spread":0.2126238303635278,"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."}}