{"id":"W2800047912","doi":"10.1016/j.joca.2018.02.506","title":"Establishing benchmarks for change in biomechanical factors linked to knee osteoarthritis progression","year":2018,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Isometric exercise; Osteoarthritis; Physical medicine and rehabilitation; Knee Joint; Physical therapy; Ground reaction force; Range of motion; Gait; Orthodontics; Kinematics; Surgery; 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":[0.04511405,0.001117893,0.00156366,0.004419694,0.002476995,0.005748628,0.002540196,0.002271688,0.00167628],"category_scores_gemma":[0.09298521,0.0004109888,0.001203671,0.002796823,0.001681583,0.003869569,0.004440478,0.003156958,0.0005610433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452956,"about_ca_system_score_gemma":0.01087128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094282,"about_ca_topic_score_gemma":0.02931876,"domain_scores_codex":[0.9660777,0.01670768,0.004364618,0.001812736,0.008838275,0.002199009],"domain_scores_gemma":[0.9474052,0.01745683,0.007817952,0.003529131,0.02103942,0.002751501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001713163,0.002743447,0.6169568,0.001359307,0.0006141984,0.0001542518,0.006153299,0.003577284,0.0019145,0.009691165,0.01455487,0.3405676],"study_design_scores_gemma":[0.0001977957,0.004389038,0.9360072,0.00149848,0.0004268847,0.0001669972,0.01090105,0.008834555,0.004084186,0.01291884,0.02040423,0.0001707453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227781,0.01500692,0.05271535,0.024322,0.002876964,0.003241638,0.0044823,0.0009767227,0.07359993],"genre_scores_gemma":[0.9743929,0.0009249851,0.01995449,0.0008963964,0.0001428156,0.001083684,0.001317293,0.00006193593,0.001225488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04511405,"threshold_uncertainty_score":0.2385888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418892884797317,"score_gpt":0.2975370796476323,"score_spread":0.2733481507996591,"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."}}