{"id":"W2149918185","doi":"10.1016/j.jbiomech.2011.05.032","title":"Modeling leaflet correction techniques in aortic valve repair: A finite element study","year":2011,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Leaflet (botany); Aortic valve; Aortic valve repair; Medicine; Commissure; Finite element method; Cardiology; Aorta; Surgery; Anatomy; Structural engineering; Aortic root; Engineering; Geology","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":[0.0004339968,0.0001189707,0.0003214545,0.00038496,0.00002786712,0.000008078978,0.00004767372,0.00005232861,0.00004011603],"category_scores_gemma":[0.00006742998,0.00009554344,0.001090837,0.0002507027,0.0000050734,0.00008525639,0.00002959587,0.0001632913,0.000005028293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081629,"about_ca_system_score_gemma":0.00008834548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217624,"about_ca_topic_score_gemma":0.000007903951,"domain_scores_codex":[0.9988306,0.0000461626,0.0005305076,0.0001302985,0.0003053055,0.0001571287],"domain_scores_gemma":[0.9993241,0.00001418563,0.0001830034,0.0001768232,0.0001869802,0.0001148671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009435698,0.03921267,0.3419569,0.0003613853,0.01671926,0.002397639,0.01164025,0.0002878124,0.004488767,0.00008010369,0.001916765,0.5715027],"study_design_scores_gemma":[0.02376965,0.0465186,0.04294853,0.00269903,0.01755705,0.0009150348,0.02014566,0.8240702,0.01458677,0.004938389,0.0005434974,0.00130765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99187,0.0005444834,0.006213734,0.00001991603,0.0006142882,0.0004919616,0.000003644232,0.00006734522,0.0001746083],"genre_scores_gemma":[0.9981194,0.000220812,0.001437551,0.00007120267,0.00008748917,0.00001214641,0.000002537757,0.00001758071,0.0000313421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8237823,"threshold_uncertainty_score":0.3896148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627319418892378,"score_gpt":0.3379286745520512,"score_spread":0.3016554803631274,"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."}}