{"id":"W3194077547","doi":"10.1098/rsif.2021.0326","title":"Knee extension moment arm variations relate to mechanical function in walking and running","year":2021,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Moment (physics); Knee Joint; Gait; Physical medicine and rehabilitation; Patella; Stiffness; Biomechanics; Femur; Orthodontics; Medicine; Mathematics; Computer science; Physics; Anatomy; Structural engineering; Engineering; Surgery; Classical mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003624976,0.0000801061,0.000133661,0.00002176537,0.00005888608,0.00004282699,0.00008263238,0.00008016083,0.00005964705],"category_scores_gemma":[0.00005570034,0.000059537,0.000118385,0.0001491837,0.000006025855,0.00005255375,0.0001274619,0.0003430901,0.000002860603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335155,"about_ca_system_score_gemma":0.00001502658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000316662,"about_ca_topic_score_gemma":0.000005003807,"domain_scores_codex":[0.9993845,0.00002644716,0.0002445075,0.00008547968,0.0001357729,0.0001232912],"domain_scores_gemma":[0.9996794,0.00004982852,0.00006147432,0.0001045565,0.00006143446,0.00004332811],"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":[0.00007208694,0.00016274,0.0004092757,0.000095818,0.0003496419,0.00004430147,0.009051762,0.763354,0.1775367,0.000984738,0.0208977,0.02704125],"study_design_scores_gemma":[0.001226886,0.000404031,0.01230575,0.001136789,0.0001593757,0.0001849937,0.003788453,0.9219469,0.03574524,0.00700366,0.01566029,0.0004376538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4930618,0.001262936,0.501583,0.001702775,0.00204891,0.00009135673,0.000007408634,0.00003531558,0.0002065613],"genre_scores_gemma":[0.9943349,0.00007080976,0.005209074,0.0001308766,0.00005872676,0.000001316737,4.159084e-7,0.00001043452,0.0001834435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5012732,"threshold_uncertainty_score":0.2427848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143822111181598,"score_gpt":0.2246091142667394,"score_spread":0.2131708931549235,"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."}}