{"id":"W4394928230","doi":"10.1016/j.joca.2024.02.207","title":"BIOMECHANICAL EFFECTS OF WALKING INTERVENTIONS FOR KNEE OSTEOARTHRITIS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Osteoarthritis; Meta-analysis; Physical medicine and rehabilitation; Medicine; Psychological intervention; Physical therapy; Alternative medicine; Internal medicine; Pathology","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":[0.005575532,0.002772653,0.01793,0.003379133,0.0006162208,0.002411917,0.001872439,0.002549419,0.004539208],"category_scores_gemma":[0.01368708,0.001430082,0.02381667,0.004151549,0.0007919454,0.001544634,0.001653388,0.002390457,0.0003316913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702503,"about_ca_system_score_gemma":0.00251641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00786372,"about_ca_topic_score_gemma":0.02155773,"domain_scores_codex":[0.9964439,0.001366293,0.001063027,0.0004440942,0.0004880312,0.0001946022],"domain_scores_gemma":[0.9947599,0.003662935,0.0009735569,0.0001553575,0.0003438653,0.0001044005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004957377,0.0001044245,0.001465355,0.5797539,0.3881539,0.0001108191,0.0001040649,0.0003412257,0.0004407528,0.00009592468,0.0006214684,0.02385079],"study_design_scores_gemma":[0.002462475,0.0005242607,0.004081759,0.03414075,0.9565552,0.00008723016,0.00008338982,0.000120634,0.0001357386,0.0001479037,0.001626467,0.0000341621],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00425058,0.9946936,0.0002649557,0.0000850855,0.0001293359,0.000188382,0.0002338891,0.00001566565,0.0001384169],"genre_scores_gemma":[0.09202214,0.904669,0.001433463,0.0006130623,0.0001898135,0.0004268476,0.0003350854,0.00001561178,0.0002950164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01793,"threshold_uncertainty_score":0.0294866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505269365447628,"score_gpt":0.3386627167174325,"score_spread":0.2936100230629562,"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."}}