{"id":"W4296806431","doi":"10.1115/1.4055756","title":"Tibial Strains During Prolonged Downhill Running: A Finite Element Analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Ankle; Finite element method; Strain (injury); Joint (building); Tibia; Inverse dynamics; Fibula; Materials science; Stress fractures; Volume (thermodynamics); Contact force; Structural engineering; Anatomy; Orthodontics; Mathematics; Medicine; Physics; Surgery; Engineering","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":[0.0006311523,0.0002439947,0.0004968278,0.001004371,0.0001211174,0.00005488975,0.0004349987,0.00008653899,0.0007296978],"category_scores_gemma":[0.00008962797,0.0002409865,0.0004421706,0.001463567,0.000009506803,0.0001284463,0.0001928079,0.0006659287,0.000003885708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601543,"about_ca_system_score_gemma":0.00002847008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001620527,"about_ca_topic_score_gemma":0.000001763567,"domain_scores_codex":[0.9980758,0.00002704859,0.0007157944,0.0001937697,0.0005509256,0.0004366443],"domain_scores_gemma":[0.9992531,0.0000536864,0.0002195127,0.0002364287,0.00005984374,0.0001774337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002731464,0.00007337904,0.00003286279,0.00006550884,0.0009613112,0.0003057372,0.0002407579,0.7309653,0.265574,0.0001594003,0.0001956828,0.001398764],"study_design_scores_gemma":[0.001656467,0.0006621256,0.0009186668,0.00005497092,0.0007059099,0.0003577253,0.0003378722,0.9541187,0.02915786,0.0001704158,0.01102051,0.0008387438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7447674,0.0007758335,0.2507695,0.000188231,0.002167595,0.0002799451,0.0004683586,0.0004711098,0.0001120398],"genre_scores_gemma":[0.9965003,0.00004873891,0.003114396,0.00002149421,0.0002029286,0.00001732211,0.00002586186,0.00004289364,0.00002603468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.251733,"threshold_uncertainty_score":0.9827143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031260880524758,"score_gpt":0.2028723051969388,"score_spread":0.1925596963916913,"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."}}