{"id":"W4363625467","doi":"10.54531/brqt3477","title":"Equity, diversity and inclusion in clinical simulation healthcare education and training: An integrative review","year":2023,"lang":"en","type":"article","venue":"International Journal of Healthcare Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Health care; Curriculum; Medical education; Inclusion (mineral); Equity (law); Competence (human resources); Psychology; Knowledge management; Medicine; Computer science; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003617095,0.0002154998,0.0005748975,0.0009576084,0.0006504243,0.00003312167,0.0002423395,0.0002346722,0.00002388299],"category_scores_gemma":[0.001315964,0.0002025367,0.0001115862,0.0006021317,0.00009347645,0.0007224909,0.001692298,0.0006614752,0.000002941874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007193636,"about_ca_system_score_gemma":0.001454421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421766,"about_ca_topic_score_gemma":0.0001898693,"domain_scores_codex":[0.9959183,0.0006487634,0.00153592,0.0003887089,0.001245821,0.0002624957],"domain_scores_gemma":[0.9938379,0.001300032,0.0009563147,0.0002160664,0.003197439,0.0004922773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005238799,0.0002476669,0.5756625,0.0008756049,0.00004439829,0.00002694275,0.01999543,0.009442952,0.000008618331,0.0006395478,0.00008243872,0.39245],"study_design_scores_gemma":[0.002089049,0.0009993442,0.8477175,0.007586314,0.00007161067,0.0001104274,0.004314297,0.1244562,0.000005127933,0.01172878,0.000688595,0.0002327724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310696,0.005446567,0.0003794978,0.06039669,0.001733354,0.0008563224,0.00001859121,0.00005515722,0.00004421041],"genre_scores_gemma":[0.9871594,0.005012403,0.0005471859,0.006175772,0.0008296951,0.000009221903,0.0002147131,0.00002587778,0.00002569891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3922172,"threshold_uncertainty_score":0.8259207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137073224553882,"score_gpt":0.5642605899848006,"score_spread":0.3505532675294123,"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."}}