{"id":"W4214632292","doi":"10.11124/jbies-21-00118","title":"Quality, methods, and recommendations of systematic reviews on measures of evidence-based practice: an umbrella review","year":2022,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Canadian Institutes of Health Research","keywords":"Quality (philosophy); Systematic review; Quality of evidence; Psychology; Risk analysis (engineering); Management science; Engineering ethics; Computer science; Data science; MEDLINE; Medicine; Political science; Engineering; Epistemology; Law; Philosophy","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":[0.467449,0.00673142,0.02839761,0.06965858,0.005687045,0.02012889,0.0121118,0.01377141,0.005780567],"category_scores_gemma":[0.7160014,0.007988285,0.02098219,0.04469671,0.009520363,0.01777358,0.01482407,0.01297405,0.002357328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02750318,"about_ca_system_score_gemma":0.09041587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273961,"about_ca_topic_score_gemma":0.01646611,"domain_scores_codex":[0.3309093,0.3700551,0.2265544,0.01199823,0.05740194,0.003081028],"domain_scores_gemma":[0.2722372,0.4939936,0.1129273,0.01947533,0.09776919,0.003597322],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003073153,0.00007735465,0.001426422,0.7817519,0.01022752,0.0001264808,0.002606094,0.0006785648,0.0003717562,0.009592135,0.02372371,0.1691108],"study_design_scores_gemma":[0.0004900638,0.0001149456,0.001436623,0.927647,0.01407228,0.0001315335,0.0008069522,0.0005799452,0.0002613178,0.009326352,0.04498484,0.0001482347],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006892518,0.8862184,0.03425097,0.02985985,0.01197208,0.03148014,0.002103771,0.0003244503,0.003101121],"genre_scores_gemma":[0.01527848,0.6273888,0.233166,0.01386056,0.003379544,0.1039382,0.002138919,0.0002027616,0.0006468672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.532551,"threshold_uncertainty_score":0.6567302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.832356687994668,"score_gpt":0.7076571832580432,"score_spread":0.1246995047366248,"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."}}