{"id":"W2971935085","doi":"10.1016/j.jbiomech.2019.109329","title":"Can a reduction approach predict reliable joint contact and musculo-tendon forces?","year":2019,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Reduction (mathematics); Contact force; Biomechanics; Joint (building); Tendon; Physical medicine and rehabilitation; Gait; Computer science; Orthodontics; Structural engineering; Medicine; Anatomy; Mathematics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001940277,0.001309073,0.001386096,0.001891491,0.0002730869,0.001284839,0.001019827,0.002493695,0.00333176],"category_scores_gemma":[0.01291359,0.0005367724,0.0008569898,0.000673171,0.0006351619,0.001248855,0.0006561267,0.0009915965,0.00304245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023117,"about_ca_system_score_gemma":0.0004571917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053461,"about_ca_topic_score_gemma":0.002810784,"domain_scores_codex":[0.9992326,0.0002153823,0.00007208879,0.0001804913,0.0002255609,0.00007386353],"domain_scores_gemma":[0.9964362,0.002162433,0.0003403944,0.0003570308,0.0005992753,0.0001045735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002182589,0.0008344752,0.449023,0.0006207215,0.0006611968,0.0006969571,0.0002012066,0.04142465,0.05976523,0.001926027,0.005597199,0.4370668],"study_design_scores_gemma":[0.000189674,0.00143971,0.314501,0.0002007725,0.0006589384,0.003597483,0.0004461186,0.6428053,0.01666528,0.01527975,0.004055899,0.000159981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7071857,0.003379602,0.2766689,0.003142178,0.0005968959,0.0001592704,0.001346394,0.001491801,0.006029292],"genre_scores_gemma":[0.9696647,0.000718046,0.026939,0.0002788696,0.0001942873,0.0001089547,0.0006313312,0.0001416451,0.001323164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00333176,"threshold_uncertainty_score":0.01114583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008542749942863201,"score_gpt":0.186856423497554,"score_spread":0.1783136735546908,"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."}}