{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004957855,0.0008291869,0.004902791,0.0008768809,0.0001311995,0.00004989067,0.0009348302,0.001398193,0.01321602],"category_scores_gemma":[0.09694346,0.0006912171,0.0006339834,0.00446016,0.0002969907,0.0002094759,0.0002119008,0.003276429,0.001491192],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130713,"about_ca_system_score_gemma":0.1370691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004328811,"about_ca_topic_score_gemma":0.00003530689,"domain_scores_codex":[0.9894947,0.0009572625,0.004615391,0.001293564,0.002966392,0.0006726481],"domain_scores_gemma":[0.9952682,0.0003450387,0.001477901,0.001431603,0.0005248151,0.0009524736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001896689,0.0006033548,0.000006518312,0.3169329,0.00001572085,0.00001279978,0.00004751029,1.341827e-9,4.720154e-9,0.000111286,0.138712,0.543556],"study_design_scores_gemma":[0.0001563162,0.00003162216,0.000001944851,0.501305,0.0003755336,0.0004618071,0.00001969601,0.00000890276,3.59889e-8,0.00001179256,0.4973626,0.0002647428],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.588472e-7,0.9366385,0.0001116556,0.04528005,0.004566125,0.009800095,0.000001452949,0.0001211349,0.003480249],"genre_scores_gemma":[1.956199e-7,0.8802952,0.001894206,0.1061199,0.003720262,0.005916788,0.001429499,0.0001182357,0.000505716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5432912,"threshold_uncertainty_score":0.9998982,"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."}}