{"id":"W4306251302","doi":"10.4300/jgme-d-22-00620.1","title":"An Introduction to Scoping Reviews","year":2022,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Systematic review; Grey literature; Knowledge translation; Knowledge management; Computer science; Engineering ethics; MEDLINE; Data science; Medical education; Psychology; Management science; Medicine; Engineering; Political science","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":[],"category_scores_codex":[0.08709519,0.002861524,0.004504147,0.02919191,0.003713059,0.01390514,0.006353728,0.01067594,0.05308161],"category_scores_gemma":[0.2591474,0.002881841,0.006397944,0.03206609,0.005625139,0.0138964,0.01059519,0.010111,0.02805454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009571099,"about_ca_system_score_gemma":0.03110208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004491458,"about_ca_topic_score_gemma":0.005201812,"domain_scores_codex":[0.8816086,0.05703323,0.03164953,0.004677492,0.02365032,0.001380769],"domain_scores_gemma":[0.674563,0.2502939,0.01574698,0.01065438,0.04619534,0.002546346],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001303291,0.00009585424,0.0002808471,0.08794861,0.0002339625,0.0002865661,0.002662651,0.0007207617,0.0003643156,0.06685792,0.363927,0.4764911],"study_design_scores_gemma":[0.00004457964,0.00006279451,0.0002610997,0.1021686,0.00007969858,0.0003204718,0.0005627765,0.000175073,0.0001053515,0.03543215,0.860719,0.00006840314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0005376143,0.6902977,0.0923904,0.07384844,0.03562155,0.01969538,0.00748283,0.002139862,0.07798631],"genre_scores_gemma":[0.004893221,0.7126076,0.1838184,0.02636122,0.01414995,0.03307752,0.006101951,0.0008828728,0.01810732],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9129048,"threshold_uncertainty_score":0.4606089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04865189107465342,"score_gpt":0.4237560331867284,"score_spread":0.375104142112075,"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."}}