{"id":"W2014745062","doi":"10.1115/1.4023151","title":"Predicting Sagittal Plane Biomechanics That Minimize the Axial Knee Joint Contact Force During Walking","year":2012,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Knee Joint; Sagittal plane; Contact force; Kinematics; STRIDE; Biomechanics; Gait; Osteoarthritis; Physical medicine and rehabilitation; Joint (building); Gait analysis; Medicine; Physics; Anatomy; Structural engineering; Engineering; Surgery","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":[0.0009713147,0.0003307998,0.0007132342,0.0003676023,0.0001296309,0.00005646727,0.0001948619,0.0001425947,0.0000874627],"category_scores_gemma":[0.0006655735,0.0002245295,0.0004471204,0.0003331838,0.00002596602,0.0004495813,0.0001741338,0.0008012558,0.00001962884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486933,"about_ca_system_score_gemma":0.00005726043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000605195,"about_ca_topic_score_gemma":6.916667e-7,"domain_scores_codex":[0.9973599,0.00004104867,0.0008762324,0.0001811136,0.000777861,0.0007638828],"domain_scores_gemma":[0.9983494,0.0003110678,0.0004471849,0.0002969213,0.00009209307,0.0005033498],"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":[0.0003843468,0.0001612351,0.004256401,0.0002262669,0.0004909247,0.0003311732,0.0004972479,0.0001158937,0.9907751,0.0003422433,0.00003709795,0.002382079],"study_design_scores_gemma":[0.01499326,0.002125491,0.07991333,0.002605741,0.001106812,0.05063784,0.002387124,0.04055348,0.8018547,0.000076988,0.002471453,0.001273789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810832,0.0007726844,0.0145622,0.0005391558,0.002619466,0.0002598829,0.000009087629,0.0001082933,0.00004600037],"genre_scores_gemma":[0.99406,0.00004882895,0.004080582,0.0001039013,0.00154045,0.00000479818,0.000002898442,0.00007397737,0.0000845219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889204,"threshold_uncertainty_score":0.9156045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687261463256821,"score_gpt":0.2280369139443342,"score_spread":0.211164299311766,"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."}}