{"id":"W2261406464","doi":"10.1186/s12874-016-0116-4","title":"A scoping review on the conduct and reporting of scoping reviews","year":2016,"lang":"en","type":"review","venue":"BMC Medical Research Methodology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Ottawa; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Systematic review; Inclusion (mineral); MEDLINE; Protocol (science); Grey literature; Medicine; Psychology; Alternative medicine; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6345983,0.005838951,0.01416164,0.06201344,0.01092654,0.03430278,0.01075823,0.02679706,0.02395242],"category_scores_gemma":[0.8196253,0.009233671,0.01392438,0.05565178,0.02117861,0.03843994,0.02403961,0.02310911,0.02113321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02511202,"about_ca_system_score_gemma":0.1693802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006510678,"about_ca_topic_score_gemma":0.005704844,"domain_scores_codex":[0.216096,0.4733255,0.2223631,0.01401164,0.07026133,0.003942423],"domain_scores_gemma":[0.09586088,0.5015094,0.1033497,0.03422196,0.2585928,0.006465368],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006129136,0.0001743767,0.001414433,0.2961235,0.0016766,0.0008299508,0.01080345,0.001628058,0.001640506,0.04083685,0.2613641,0.3828954],"study_design_scores_gemma":[0.0003235523,0.0001678963,0.000809424,0.7190991,0.0009883624,0.0003305982,0.001727473,0.0008475468,0.0005572631,0.01682532,0.258076,0.0002474962],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002945449,0.3000214,0.2254869,0.2250044,0.05893477,0.1258895,0.006312986,0.00283071,0.05257398],"genre_scores_gemma":[0.02186366,0.3770181,0.3524463,0.03091644,0.01504077,0.1892577,0.006426836,0.001161746,0.005868497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3654017,"threshold_uncertainty_score":0.4506054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9964033037350372,"score_gpt":0.8939342699261918,"score_spread":0.1024690338088453,"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."}}