{"id":"W4323074134","doi":"10.1101/2023.03.02.526627","title":"The effect of bolus properties on muscle activation patterns and TMJ loading during unilateral chewing","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mastication; Temporomandibular joint; Medicine; Masseter muscle; Muscles of mastication; Muscle stiffness; Kinematics; Orthodontics; Bolus (digestion); Dentistry; Stiffness; Anatomy; Materials science","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":[0.0001713562,0.0002601857,0.000248298,0.0001891436,0.0001315324,0.0003336921,0.0002153382,0.0003066018,0.001519583],"category_scores_gemma":[0.0007389587,0.0001927925,0.0003170877,0.0001055098,0.0002117097,0.0001619182,0.0002419464,0.0001533901,0.0001700393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170523,"about_ca_system_score_gemma":0.0001524843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009062531,"about_ca_topic_score_gemma":0.0009660278,"domain_scores_codex":[0.9999347,0.00001135943,0.000008306822,0.00001408195,0.00001867136,0.00001288054],"domain_scores_gemma":[0.999731,0.0001753522,0.00002957708,0.00002445865,0.00002110874,0.00001847238],"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":[0.001701261,0.0003189922,0.01902864,0.0003434215,0.00008859889,0.0004620442,0.000185632,0.1493208,0.800988,0.0001581234,0.0001990663,0.02720542],"study_design_scores_gemma":[0.00008386159,0.003623823,0.1768232,0.00006523186,0.0001430587,0.0004765872,0.0003092453,0.5313849,0.2857307,0.0002880575,0.001002145,0.00006918796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943915,0.00006371585,0.00509891,0.00001257241,0.000007765178,0.0000101041,0.0001154741,0.00004827704,0.0002517105],"genre_scores_gemma":[0.9983286,0.00004467514,0.001273911,0.000004900807,0.000001207113,0.00001124617,0.00008849829,0.00001059553,0.0002363531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519583,"threshold_uncertainty_score":0.005083561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290763810545504,"score_gpt":0.2825923284435253,"score_spread":0.2535159473889749,"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."}}