{"id":"W1997677022","doi":"10.1371/journal.pone.0095369","title":"A Systematic Critical Appraisal of Non-Pharmacological Management of Rheumatoid Arthritis with Appraisal of Guidelines for Research and Evaluation II","year":2014,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Library and Archives Canada; Arthritis Society; Dalhousie University; Institute of Population and Public Health; Montfort Hospital; University of Ottawa","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research; Arthritis Health Professions Association","keywords":"Medicine; Critical appraisal; CLARITY; Quality (philosophy); Scope (computer science); Stakeholder; Alternative medicine; Physical therapy; Pathology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0127464,0.0003135643,0.003764634,0.000344137,0.00006885624,0.00001200307,0.0002062845,0.0002499685,0.00009269563],"category_scores_gemma":[0.04492921,0.0002254131,0.0002426482,0.0004157932,0.0004194897,0.00009397263,0.0002361431,0.0003896896,0.000004139218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006441983,"about_ca_system_score_gemma":0.0003966866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000210045,"about_ca_topic_score_gemma":0.000005467783,"domain_scores_codex":[0.991509,0.0008424319,0.004530197,0.0005362798,0.002254686,0.0003273803],"domain_scores_gemma":[0.969326,0.02181816,0.001687292,0.000558219,0.006436167,0.000174147],"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":[0.0005794292,0.003794679,0.00001902951,0.8792473,0.003767685,0.000006385108,0.00006624689,0.00000106799,0.0001543164,0.0007370989,0.001146385,0.1104804],"study_design_scores_gemma":[0.009841265,0.01102671,0.00003492886,0.9375993,0.023826,0.00009800123,0.0009653892,0.00802873,0.0002815388,0.0001876445,0.007628045,0.000482467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005583856,0.9751997,0.003635233,0.001034054,0.0001664369,0.01403556,0.0001472837,0.00002591166,0.0001719627],"genre_scores_gemma":[0.005254417,0.9310201,0.06119897,0.00002398337,0.0001746505,0.002001883,0.000249102,0.00005909385,0.00001781132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1099979,"threshold_uncertainty_score":0.9631158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6784557495292151,"score_gpt":0.6346687261838039,"score_spread":0.04378702334541118,"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."}}