{"id":"W4319166137","doi":"10.1016/j.knee.2023.01.012","title":"High tibiofemoral contact and muscle forces during gait are associated with radiographic knee OA progression over 3 years","year":2023,"lang":"en","type":"article","venue":"The Knee","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Dalhousie University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Nova Scotia Health Research Foundation","keywords":"Medicine; Contact force; Knee Joint; Radiography; Gait; Orthodontics; Physical medicine and rehabilitation; Gait analysis; Anatomy; Physical therapy; Surgery","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":[0.0001182005,0.0001335304,0.0002230392,0.0001083978,0.0001322794,0.0000287097,0.00003926716,0.00007115209,0.00004705714],"category_scores_gemma":[0.0000202575,0.00008183895,0.00005428055,0.0003070159,0.00005434672,0.00006938774,0.000038803,0.0001181601,0.00002515374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579548,"about_ca_system_score_gemma":0.00001306838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002549338,"about_ca_topic_score_gemma":0.00006714673,"domain_scores_codex":[0.9991886,0.00003265848,0.0001047066,0.0001857595,0.0002232243,0.0002650725],"domain_scores_gemma":[0.9995902,0.00004500791,0.00007886784,0.0001808782,0.00002371779,0.00008130926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002444132,0.0004933582,0.8033034,0.0002639922,0.0008677535,0.003042633,0.003728458,0.000007357639,0.08023457,0.001264713,0.001342103,0.1030075],"study_design_scores_gemma":[0.006810166,0.001493582,0.9878613,0.0006158295,0.0001760293,0.00002734134,0.0004124513,0.0000237799,0.002117721,0.0001602407,0.0001673378,0.0001342028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998292,0.0004014454,2.775906e-7,0.00021951,0.0001099338,0.0005438559,0.00001583174,0.000221437,0.0001957603],"genre_scores_gemma":[0.9982174,0.00005123014,0.00002727558,0.00005767989,0.00008464196,0.00003490112,0.00005441016,0.0000308714,0.001441612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1845579,"threshold_uncertainty_score":0.3337295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027872921347634,"score_gpt":0.2350216746298636,"score_spread":0.2247429454163873,"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."}}