{"id":"W4389506386","doi":"10.1016/j.jclinepi.2023.111238","title":"Conduct and reporting of multivariate network meta-analyses: a scoping review","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Impact","funders":"","keywords":"Medicine; Psychological intervention; MEDLINE; Multivariate statistics; Meta-analysis; Multivariate analysis; Family medicine; Internal medicine; Statistics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.2350633,0.004077941,0.02032894,0.02559913,0.002144254,0.01166942,0.006330625,0.006750681,0.005162958],"category_scores_gemma":[0.6108124,0.005391981,0.02219289,0.01665524,0.003780192,0.01126692,0.006543991,0.005241106,0.001274403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007214591,"about_ca_system_score_gemma":0.04712303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624954,"about_ca_topic_score_gemma":0.01588017,"domain_scores_codex":[0.6880465,0.1535989,0.1265312,0.008246209,0.02214577,0.001431513],"domain_scores_gemma":[0.4138147,0.4562385,0.07063956,0.02393902,0.03368341,0.001684842],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005736126,0.00006160032,0.001973672,0.8315249,0.04534991,0.0001240231,0.0004366857,0.0006463251,0.0004174553,0.001289128,0.003966818,0.1136359],"study_design_scores_gemma":[0.0007936325,0.0002252205,0.00245222,0.8290562,0.1393477,0.0002404494,0.0002500481,0.001050145,0.0007065105,0.004480149,0.02125687,0.0001408299],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001829861,0.9489408,0.02585711,0.004050211,0.001192579,0.01453723,0.0022596,0.0002387175,0.00109391],"genre_scores_gemma":[0.03386027,0.8348645,0.09636181,0.003000855,0.001017754,0.02820111,0.002081361,0.0002324548,0.0003799103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7649367,"threshold_uncertainty_score":0.9433031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9958078153653248,"score_gpt":0.8191627416681674,"score_spread":0.1766450736971574,"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."}}