{"id":"W4390904067","doi":"10.1007/s13239-024-00714-5","title":"An Anatomically Shaped Mitral Valve for Hemodynamic Testing","year":2024,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mitral valve; Ventricle; Cardiology; Internal medicine; Particle image velocimetry; Hemodynamics; Cardiac cycle; Aortic valve; Interventricular septum; Biomedical engineering; Medicine; Physics; Mechanics","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":[0.001287149,0.0004773776,0.0003072227,0.000555061,0.0004432514,0.001211827,0.0007080343,0.001799698,0.00248039],"category_scores_gemma":[0.002340684,0.000282126,0.0004575784,0.000199731,0.0007044798,0.0008625347,0.000682537,0.0009097033,0.0007876303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082156,"about_ca_system_score_gemma":0.0006136186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002053371,"about_ca_topic_score_gemma":0.0003629426,"domain_scores_codex":[0.9994728,0.0001475641,0.00005867107,0.0001278156,0.0001418485,0.00005130287],"domain_scores_gemma":[0.9987587,0.0004892605,0.0001192215,0.0002650608,0.0001802957,0.0001875213],"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":[0.001393475,0.0003931239,0.01196392,0.0003949275,0.00006845286,0.01277042,0.0005725006,0.00475446,0.8207681,0.006965558,0.002361004,0.1375941],"study_design_scores_gemma":[0.0006097389,0.009481556,0.03581377,0.000512658,0.0003231746,0.1376284,0.0008042837,0.08682302,0.6437502,0.01120148,0.07254341,0.0005084517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5989285,0.002345829,0.373311,0.003154497,0.002036001,0.0004539014,0.0006937978,0.001790451,0.01728609],"genre_scores_gemma":[0.7884675,0.0003539207,0.2054321,0.001446886,0.0001539309,0.00009269848,0.0001642865,0.0001425225,0.003746083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00248039,"threshold_uncertainty_score":0.008297741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00739366376877841,"score_gpt":0.2679908040758382,"score_spread":0.2605971403070598,"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."}}