{"id":"W2069130854","doi":"10.1115/1.4005780","title":"Shape Optimization of a Self-deployable Anchor Designed for Percutaneous Mitral Valve Repair","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Cadaveric spasm; Annulus (botany); Materials science; Curvature; Deformation (meteorology); von Mises yield criterion; Mitral regurgitation; Stress (linguistics); Biomedical engineering; Structural engineering; Composite material; Mathematics; Engineering; Anatomy; Geometry; Surgery; Finite element method; Medicine","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":[0.0006536994,0.0001201387,0.0004657781,0.00009588589,0.00004005388,0.000009054944,0.00009081862,0.0001296282,0.0005245226],"category_scores_gemma":[0.0005088572,0.00008330973,0.002704043,0.0001080893,0.00003483051,0.0001533111,0.00001779187,0.0001225507,0.000003556734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007241716,"about_ca_system_score_gemma":0.0002725765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009264065,"about_ca_topic_score_gemma":5.426729e-7,"domain_scores_codex":[0.9981964,0.00005518705,0.0005126077,0.00009403215,0.0008943109,0.0002474951],"domain_scores_gemma":[0.9984289,0.0002343349,0.0003216316,0.0001059898,0.0003181899,0.0005909799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003919849,0.007294356,0.9217407,0.002604553,0.02477187,0.000503237,0.001712213,0.0004894036,0.0003513961,0.0002109967,0.01596105,0.02044036],"study_design_scores_gemma":[0.03664673,0.01414613,0.7571505,0.005895832,0.07109402,0.01517182,0.003325834,0.06759329,0.001174396,0.0001888132,0.02633101,0.001281604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812607,0.01534227,0.001608946,0.0006806017,0.0004723007,0.0003814389,0.00001528577,0.0000464928,0.0001919641],"genre_scores_gemma":[0.975352,0.0005598438,0.02286311,0.00041792,0.0007467161,0.000005957671,0.00000927301,0.00002267667,0.00002246048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645902,"threshold_uncertainty_score":0.5743154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773944681374171,"score_gpt":0.3388196118181299,"score_spread":0.3210801650043882,"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."}}