{"id":"W2126122920","doi":"10.3899/jrheum.121306","title":"Updated Method Guidelines for Cochrane Musculoskeletal Group Systematic Reviews and Metaanalyses","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; Institute of Population and Public Health; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; Medicine; Grading (engineering); MEDLINE; Psychological intervention; Quality of evidence; Meta-analysis; Physical therapy; Pathology; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2629157,0.0003408831,0.009292609,0.0004630522,0.0001814334,0.0003416529,0.002021668,0.0001025084,0.002817019],"category_scores_gemma":[0.1719413,0.0001083943,0.002450475,0.0007517904,0.0001145279,0.0003586125,0.0001177788,0.0001935277,0.0005849448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001412752,"about_ca_system_score_gemma":0.00003757511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008418146,"about_ca_topic_score_gemma":0.00004218471,"domain_scores_codex":[0.9439709,0.03272243,0.02044942,0.0003727128,0.002192292,0.0002922305],"domain_scores_gemma":[0.9343705,0.03192617,0.02372158,0.00258811,0.007158554,0.0002350849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005706229,0.0001132568,0.007187611,0.01668708,0.005941004,0.000003302182,0.001467867,0.0002225947,0.001106416,0.009674854,0.9380868,0.01945214],"study_design_scores_gemma":[0.007260875,0.002580115,0.004113549,0.01992967,0.06072152,0.06081321,0.03257683,0.2386713,0.0001473041,0.2347746,0.3354896,0.002921353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1730935,0.08464002,0.7270812,0.01034881,0.0007258772,0.00393628,0.000005389963,0.000005230674,0.0001636359],"genre_scores_gemma":[0.5557442,0.01428069,0.4230953,0.002256487,0.0001140982,0.0003612783,0.000008462252,0.0000672139,0.004072296],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6025972,"threshold_uncertainty_score":0.9980946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.633549641595814,"score_gpt":0.5716321260725172,"score_spread":0.06191751552329672,"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."}}