{"id":"W4389817685","doi":"10.3899/jrheum.2023-0819","title":"The Critical Role of Physical Activity and Weight Management in Knee and Hip Osteoarthritis: A Narrative Review","year":2023,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gillings School of Public Health; Centers for Disease Control and Prevention; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; U.S. Department of Health and Human Services","keywords":"Medicine; Weight management; Physical therapy; Psychological intervention; Overweight; Osteoarthritis; Self-management; Narrative review; MEDLINE; Alternative medicine; Intensive care medicine; Obesity; Nursing; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002753748,0.000893486,0.00242733,0.003637848,0.0004345636,0.002191242,0.000970116,0.001694423,0.002976008],"category_scores_gemma":[0.01259305,0.0004206518,0.001972352,0.004285861,0.0006825618,0.001956261,0.001067074,0.001440578,0.000312688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242292,"about_ca_system_score_gemma":0.005987458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154928,"about_ca_topic_score_gemma":0.007847201,"domain_scores_codex":[0.9981178,0.000670794,0.0005795912,0.0001674479,0.0003993139,0.00006509634],"domain_scores_gemma":[0.9910604,0.00712203,0.001071082,0.00008060275,0.0005510639,0.0001148112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001656404,0.00004235355,0.0005869584,0.6273782,0.001584736,0.0003154711,0.0006214599,0.0001997338,0.0003256313,0.003035527,0.0160176,0.3497266],"study_design_scores_gemma":[0.00008139139,0.0001598924,0.003445304,0.6667509,0.007910021,0.001881931,0.0006825402,0.0001367087,0.0001707386,0.001893405,0.3168424,0.00004478338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008026548,0.9994242,0.00002833538,0.0002261134,0.00009257329,0.000007361644,0.00001161537,9.505217e-7,0.0001285807],"genre_scores_gemma":[0.001354992,0.9980789,0.0001068785,0.0002841467,0.00009263057,0.00001666728,0.00001262013,6.753306e-7,0.00005240395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003637848,"threshold_uncertainty_score":0.01456338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282897042352714,"score_gpt":0.3350612033096673,"score_spread":0.3122322328861401,"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."}}