{"id":"W4396974272","doi":"10.1111/medu.15425","title":"The need for critical and intersectional approaches to equity efforts in postgraduate medical education: A critical narrative review","year":2024,"lang":"en","type":"review","venue":"Medical Education","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"Arts and Humanities Research Council","keywords":"Critical race theory; Intersectionality; Equity (law); Critical mass (sociodynamics); Critical theory; Sociology; Narrative; Injustice; Reflexivity; Diversity (politics); Racism; Public relations; Political science; Gender studies; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007438743,0.0002615711,0.000787587,0.0001793519,0.0005882141,0.0002040744,0.0007710695,0.0004739083,0.0004661616],"category_scores_gemma":[0.07114102,0.0001775519,0.000224855,0.0007063809,0.001478804,0.0001262256,0.0003109894,0.0009201095,0.00004303633],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859036,"about_ca_system_score_gemma":0.02074814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003013081,"about_ca_topic_score_gemma":0.001048145,"domain_scores_codex":[0.9954485,0.0007241141,0.0006712819,0.0005442357,0.002159659,0.0004522102],"domain_scores_gemma":[0.9961559,0.002373625,0.00007372147,0.0002168575,0.0002819393,0.0008980007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004855527,0.0001739323,0.000001595896,0.0112331,0.00001999638,0.000002549836,0.003218442,1.043421e-9,4.52526e-10,0.116609,0.2197206,0.649016],"study_design_scores_gemma":[0.00005363445,0.00006170454,0.00000237463,0.0607841,0.0004272965,0.00003935931,0.0108243,0.000006546935,5.051707e-9,0.00671864,0.9209097,0.0001723511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002480483,0.7200453,0.00007967904,0.2708517,0.004621887,0.001128978,0.0000084141,0.00002538197,0.003236269],"genre_scores_gemma":[0.00008784203,0.9815841,0.0001598236,0.01367636,0.002170506,0.00122303,0.0001110621,0.00001770628,0.0009695403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7011891,"threshold_uncertainty_score":0.9848033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1788136628258978,"score_gpt":0.4979065524304132,"score_spread":0.3190928896045154,"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."}}