{"id":"W2078836594","doi":"10.1371/journal.pone.0082986","title":"A Systematic Critical Appraisal for Non-Pharmacological Management of Osteoarthritis Using the Appraisal of Guidelines Research and Evaluation II Instrument","year":2014,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada; Arthritis Society; Children's Hospital of Eastern Ontario; Montfort Hospital; Dalhousie University; University of Ottawa","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research","keywords":"Rigour; Medicine; Psychological intervention; Critical appraisal; Physical therapy; Acupuncture; Physical medicine and rehabilitation; Alternative medicine; Nursing; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2643981,0.005365164,0.01662257,0.03729311,0.005662692,0.009972402,0.005572168,0.005208958,0.007574259],"category_scores_gemma":[0.5380135,0.003270249,0.0212131,0.02500647,0.005264559,0.00651348,0.006616662,0.005623539,0.001244877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02196869,"about_ca_system_score_gemma":0.08823491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008829268,"about_ca_topic_score_gemma":0.01296025,"domain_scores_codex":[0.5354859,0.2724873,0.1271652,0.01255295,0.04983424,0.002474286],"domain_scores_gemma":[0.4288064,0.3088057,0.102619,0.01731125,0.1374441,0.005013625],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001245676,0.000142434,0.004244526,0.7813813,0.02635564,0.0002483565,0.002795351,0.001497165,0.0006936012,0.004204616,0.02559549,0.1515958],"study_design_scores_gemma":[0.004401287,0.0009505945,0.01149146,0.8589685,0.0589465,0.0003320096,0.001881238,0.004010206,0.0007850644,0.005676517,0.05209718,0.0004595858],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.00800043,0.3262983,0.07490899,0.01294615,0.006470921,0.5521669,0.01078796,0.001243554,0.007176828],"genre_scores_gemma":[0.03881682,0.0994039,0.281271,0.002264664,0.0008113681,0.5724759,0.003924944,0.0001427836,0.000888683],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7356019,"threshold_uncertainty_score":0.9071281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7664044182017882,"score_gpt":0.6470344412570642,"score_spread":0.119369976944724,"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."}}