{"id":"W2810461561","doi":"10.1016/j.jmbbm.2018.07.004","title":"Estimation of the Young's moduli of fresh human oropharyngeal soft tissues using indentation testing","year":2018,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Lawson Health Research Institute","keywords":"Soft palate; Soft tissue; Tonsil; Airway; Indentation; Materials science; Obstructive sleep apnea; Biomedical engineering; Modulus; Composite material; Medicine; Pathology; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005344342,0.000572631,0.003041135,0.0006487776,0.0001854267,0.00005304682,0.001780666,0.0009422555,0.001690387],"category_scores_gemma":[0.003340851,0.0003420876,0.0009317997,0.001026434,0.001924551,0.0003794795,0.000630401,0.000735363,0.000003431835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215494,"about_ca_system_score_gemma":0.0007686184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002681104,"about_ca_topic_score_gemma":0.000006094635,"domain_scores_codex":[0.9866284,0.0008902396,0.007124518,0.0003931676,0.004335745,0.0006279679],"domain_scores_gemma":[0.9872849,0.0003497971,0.008796889,0.000789601,0.002140731,0.0006380699],"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":[0.001401718,0.002873611,0.0005650087,0.0005692986,0.0002214068,0.0001106761,0.0001635578,0.00000176064,0.9893622,0.0001543805,0.0001468205,0.004429523],"study_design_scores_gemma":[0.004668744,0.00689817,0.01019178,0.003307494,0.003655464,0.001961846,0.000322043,0.00005432212,0.967693,0.0009488452,0.00002058989,0.0002776543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907466,0.00009550582,0.001819001,0.0006454073,0.005483907,0.0008770272,0.0003147509,0.00001472132,0.000003082463],"genre_scores_gemma":[0.9874855,0.00004149633,0.01125664,0.00007447314,0.001018856,0.00001000957,0.00001912565,0.00008064145,0.00001331396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02166919,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060547427375656,"score_gpt":0.335266092771468,"score_spread":0.2946606184977115,"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."}}