{"id":"W3113195362","doi":"10.1111/medu.14431","title":"Scoping reviews in medical education: A scoping review","year":2020,"lang":"en","type":"review","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Systematic review; Publishing; Critical appraisal; MEDLINE; Medical education; Medicine; Psychology; Engineering ethics; Alternative medicine; Political science; Engineering","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":[0.188841,0.003409597,0.009136751,0.05426887,0.005161704,0.01757728,0.004967065,0.0108763,0.006887651],"category_scores_gemma":[0.3852747,0.004225971,0.00889555,0.05123787,0.007181807,0.02258783,0.01064221,0.0086094,0.004015248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01423844,"about_ca_system_score_gemma":0.05956486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032125,"about_ca_topic_score_gemma":0.009693094,"domain_scores_codex":[0.7929767,0.1135124,0.05554643,0.005100353,0.03087202,0.001992029],"domain_scores_gemma":[0.5511523,0.3220348,0.0437204,0.00998112,0.06996057,0.003150713],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001545359,0.00009620241,0.0009206767,0.5658816,0.001526657,0.0003718946,0.003213041,0.000685168,0.0007407552,0.00986497,0.04003555,0.376509],"study_design_scores_gemma":[0.00004013737,0.00006207066,0.0005786259,0.9112676,0.0009668077,0.0002395605,0.000819237,0.0001898915,0.0001518119,0.003477453,0.08216127,0.00004563336],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004379848,0.9699847,0.006564079,0.01206181,0.003697473,0.004018073,0.0002769252,0.0000957088,0.002863353],"genre_scores_gemma":[0.003998629,0.9665843,0.01823992,0.002893505,0.001345962,0.005974908,0.000374818,0.00004431367,0.0005436271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.811159,"threshold_uncertainty_score":0.9986987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07262683116700062,"score_gpt":0.509897688516374,"score_spread":0.4372708573493733,"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."}}