{"id":"W2163502573","doi":"10.1016/j.joca.2013.02.099","title":"Muscle activation differences during walking between those with moderate knee osteoarthritis who progress to total knee arthroplasty and those that do not: a follow up study","year":2013,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Isometric exercise; Medicine; Osteoarthritis; Vastus medialis; WOMAC; Physical medicine and rehabilitation; Electromyography; Physical therapy; Barefoot; Plantar flexion; Gait; Ankle; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169508,0.0004220799,0.0006344969,0.0007215817,0.0008832929,0.0005851413,0.0003373116,0.0008105198,0.001103755],"category_scores_gemma":[0.0009361432,0.0003632802,0.000778452,0.0007731623,0.0003335207,0.000844413,0.0006173057,0.0008021799,0.0003204174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034236,"about_ca_system_score_gemma":0.0002506542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00916934,"about_ca_topic_score_gemma":0.01373554,"domain_scores_codex":[0.9997854,0.00003174359,0.00002424978,0.00005102148,0.00003081563,0.00007684606],"domain_scores_gemma":[0.9993649,0.00005564743,0.0001911621,0.00003519836,0.00009143649,0.0002615372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002420337,0.001629872,0.9908179,0.00002004753,0.0001848939,0.0002399631,0.0006322628,0.00002768315,0.001106965,0.00001159738,0.0000866276,0.002821876],"study_design_scores_gemma":[0.00003576111,0.0007661859,0.9986314,0.000001843293,0.00003490466,0.00006082509,0.0003713222,0.00002177785,0.00002764638,0.000004756934,0.00004047244,0.000003072233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998192,0.00003549955,0.000009825264,0.000007350563,0.000002907485,0.000007102863,0.00003523062,4.683935e-7,0.00008243367],"genre_scores_gemma":[0.9992963,0.00004931693,0.00003418753,0.00001976054,0.000007279618,0.00001763338,0.0001956124,7.18017e-7,0.0003791542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00916934,"threshold_uncertainty_score":0.01823193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554450596863025,"score_gpt":0.2398537002334651,"score_spread":0.2243091942648348,"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."}}