{"id":"W3092545951","doi":"10.1186/s13643-020-01492-6","title":"Systematic review of economic evaluations investigating education, exercise, and dietary weight management to manage hip and knee osteoarthritis: protocol","year":2020,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Arthritis Society; Health Research Council of New Zealand; Canada Research Chairs; U.S. Department of Defense","keywords":"Medicine; Protocol (science); Osteoarthritis; Physical therapy; Weight management; Physical medicine and rehabilitation; Alternative medicine; Weight loss; Obesity; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06214408,0.006963624,0.01700447,0.01009129,0.004016587,0.007585913,0.005401881,0.008828021,0.07942085],"category_scores_gemma":[0.08370712,0.004325512,0.01435188,0.01339362,0.004882738,0.00734413,0.005559117,0.006461022,0.01040686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382976,"about_ca_system_score_gemma":0.05337299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946289,"about_ca_topic_score_gemma":0.0109375,"domain_scores_codex":[0.9590312,0.01705113,0.0141422,0.002877911,0.005014211,0.001883424],"domain_scores_gemma":[0.9639826,0.0127261,0.009856914,0.002848629,0.008993693,0.001592102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008597358,0.0002812636,0.0006066681,0.9360217,0.004073109,0.0003265801,0.0007277834,0.0008000241,0.0008016909,0.003166476,0.01677157,0.02782577],"study_design_scores_gemma":[0.0583144,0.004024808,0.005261634,0.6767616,0.02948664,0.0006968569,0.001224672,0.001554299,0.002428854,0.008043938,0.2117165,0.0004858085],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003639468,0.00285643,0.001183932,0.0002665979,0.0001705386,0.9917496,0.002569972,0.00007651603,0.0007624255],"genre_scores_gemma":[0.0005373954,0.002056602,0.00221498,0.0001953726,0.00002065662,0.9942344,0.0004255914,0.00000708785,0.0003080254],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07942085,"threshold_uncertainty_score":0.3286533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513990307785059,"score_gpt":0.3310710196791318,"score_spread":0.2959311166012812,"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."}}