{"id":"W4405076835","doi":"10.1111/medu.15591","title":"Retention beyond representation: A call for structural inclusion in health professions education","year":2024,"lang":"en","type":"article","venue":"Medical Education","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inclusion (mineral); Representation (politics); Health professions; Medical education; Psychology; Medicine; Family medicine; Political science; Social psychology; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.05190072,0.0006412287,0.00142955,0.001203235,0.01223531,0.01130343,0.01060918,0.07443463,0.006707637],"category_scores_gemma":[0.1430182,0.0007421634,0.003021671,0.001457831,0.05018592,0.02375903,0.01491653,0.08558711,0.001209119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571326,"about_ca_system_score_gemma":0.05719939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04118927,"about_ca_topic_score_gemma":0.07487363,"domain_scores_codex":[0.9385335,0.02851865,0.003321906,0.005221972,0.01554746,0.008856541],"domain_scores_gemma":[0.8677137,0.102425,0.005484712,0.0040756,0.01080004,0.009500957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001270666,0.00008396588,0.0007101325,0.0006840815,0.00005746691,0.0005096946,0.01580156,0.0002902634,0.0003234048,0.269163,0.6791683,0.03308107],"study_design_scores_gemma":[0.0002500871,0.0001793219,0.002064361,0.005399375,0.0001021112,0.0004302789,0.01477766,0.0006162791,0.0005696927,0.1588715,0.8165545,0.0001847184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004667744,0.001172092,0.0002499993,0.993455,0.003455352,0.00000593114,0.000006431692,0.000006217412,0.001182258],"genre_scores_gemma":[0.01614298,0.001281791,0.000451018,0.9697304,0.01044696,0.00005757567,0.000008293051,0.00002073064,0.001860325],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07443463,"threshold_uncertainty_score":0.2744806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479058926975485,"score_gpt":0.5251876423880439,"score_spread":0.4772817496904954,"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."}}