{"id":"W3193931390","doi":"10.11124/jbies-20-00570","title":"Methodological quality, guidance, and tools in scoping reviews: a scoping review protocol","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Synthesis","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Excellence in Mining Innovation; St. Michael's Hospital","funders":"","keywords":"CINAHL; Protocol (science); MEDLINE; Social media","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":[0.3482046,0.00561692,0.01030874,0.02680121,0.007317481,0.01127425,0.007461586,0.01533447,0.06511322],"category_scores_gemma":[0.3321373,0.007866031,0.01315445,0.02515258,0.009689657,0.01451589,0.01389796,0.0153996,0.02975029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01652354,"about_ca_system_score_gemma":0.1230184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547353,"about_ca_topic_score_gemma":0.004205751,"domain_scores_codex":[0.7497041,0.1425151,0.07606158,0.007554106,0.01973952,0.00442561],"domain_scores_gemma":[0.6955911,0.1340031,0.04028301,0.02647074,0.09469094,0.008961115],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009594898,0.002077439,0.002172417,0.410679,0.00130755,0.001535835,0.01903344,0.003620388,0.005225808,0.04225984,0.1759303,0.3265631],"study_design_scores_gemma":[0.01943693,0.00308124,0.006367785,0.3941315,0.002130714,0.001187037,0.006971818,0.004743149,0.004796731,0.04113641,0.5149836,0.001033158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002431207,0.0006181276,0.007193491,0.0007951276,0.0002920132,0.9884292,0.001121181,0.0001187394,0.001188906],"genre_scores_gemma":[0.0002285281,0.0005704396,0.01766265,0.0002104579,0.00004020008,0.9807402,0.000293329,0.00001485567,0.0002393967],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6517954,"threshold_uncertainty_score":0.8037797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9025856307723078,"score_gpt":0.6718098640382952,"score_spread":0.2307757667340126,"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."}}