{"id":"W4383710430","doi":"10.1007/s10237-023-01740-3","title":"The effect of swelling on vocal fold kinematics and dynamics","year":2023,"lang":"en","type":"article","venue":"Biomechanics and Modeling in Mechanobiology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Institute on Deafness and Other Communication Disorders; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Agencia Nacional de Investigación y Desarrollo","keywords":"Swelling; von Mises yield criterion; Vocal folds; Kinematics; Materials science; Stiffness; Mechanics; Structural engineering; Composite material; Finite element method; Physics; Engineering; Anatomy; Classical mechanics; 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":[0.0008101555,0.0001306378,0.0003078544,0.0002043553,0.00007722135,0.000007949002,0.00006225138,0.0001753996,0.000001003475],"category_scores_gemma":[0.0001359493,0.00008367903,0.0000430571,0.0002287366,0.00003421738,0.00001057632,0.00006597039,0.0001526066,0.000002841897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001761703,"about_ca_system_score_gemma":0.00001527108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002932837,"about_ca_topic_score_gemma":0.0000395116,"domain_scores_codex":[0.9991406,0.00005383724,0.0002579984,0.0002138115,0.00008535075,0.000248365],"domain_scores_gemma":[0.9994413,0.0002682222,0.00005107607,0.000167684,0.00002413533,0.00004757988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003234739,0.0002486306,0.001604167,0.002742988,0.0005095483,0.0001318327,0.001356748,0.007623131,0.3930848,0.2265892,0.0002209213,0.3626532],"study_design_scores_gemma":[0.0008861031,0.001267641,0.00000516304,0.0001142172,0.00003522869,0.00001335129,0.0002768078,0.9853747,0.004198653,0.007700692,0.00004677454,0.00008068467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888822,0.0003670652,0.009399132,0.0007677838,0.0001741007,0.0003177401,0.000006884752,0.0000345039,0.00005054553],"genre_scores_gemma":[0.9969749,0.002579243,0.0002371473,0.00008669958,0.00002242264,0.00001709876,0.0000262868,0.00001629213,0.00003990208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9777516,"threshold_uncertainty_score":0.3412332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290188318241081,"score_gpt":0.2870511052693989,"score_spread":0.2641492220869881,"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."}}