{"id":"W4214871230","doi":"10.1115/1.4054022","title":"Characterizing the Mechanical and Viscoelastic Response of the Porcine Facet Joint Capsule Ligament in Response to a Simulated Impact","year":2022,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Viscoelasticity; Stiffness; Strain (injury); Materials science; Capsule; Ligament; Biomedical engineering; Hysteresis; Stress (linguistics); Anatomy; Composite material; Medicine; Geology; Physics","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":[0.00235274,0.0001439584,0.0004842306,0.0003633424,0.0000433793,0.00001022671,0.0001874006,0.00005623922,0.00007772996],"category_scores_gemma":[0.00174718,0.00008017887,0.0002297329,0.0005507831,0.00001874382,0.00004769254,0.0003099311,0.0005708391,0.00000106282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360803,"about_ca_system_score_gemma":0.0001096793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001266082,"about_ca_topic_score_gemma":4.914509e-7,"domain_scores_codex":[0.9982879,0.000274695,0.0007272509,0.0001350791,0.0003410594,0.0002339931],"domain_scores_gemma":[0.9992841,0.00006349544,0.0002131367,0.0002288198,0.00005849974,0.0001519864],"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":[0.001707777,0.000113688,0.00001489675,0.00001866111,0.00005862625,0.0001475341,0.0003451962,0.003701654,0.9936315,0.00002005678,0.00003163748,0.0002087355],"study_design_scores_gemma":[0.005667531,0.01560521,0.4018464,0.001185512,0.0001912516,0.004475701,0.0008336126,0.1060528,0.4634804,0.00004751891,0.0003058117,0.0003081496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902241,0.0001921657,0.001302845,0.007752185,0.0002560631,0.0002521163,0.00001163411,0.000007973744,9.287436e-7],"genre_scores_gemma":[0.9991877,0.00001055426,0.0002242723,0.0004879013,0.00004221805,0.000005524399,4.373756e-7,0.00001960955,0.00002176125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5301511,"threshold_uncertainty_score":0.3269599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658103870054491,"score_gpt":0.2771246547352886,"score_spread":0.2605436160347437,"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."}}