{"id":"W4405071744","doi":"10.1186/s41077-024-00322-2","title":"Using virtual reality simulation to address racism in a healthcare setting","year":2024,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; Toronto Public Health","funders":"","keywords":"Debriefing; Racism; Health care; Psychology; Patient safety; Action plan; Public relations; Medical education; Sociology; Medicine; Applied psychology; Social psychology; Political science; Management","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":[0.0007679784,0.0002112552,0.0003174895,0.0007915155,0.00009578324,0.00004427799,0.00007194789,0.0001812403,0.00004672204],"category_scores_gemma":[0.0005943539,0.000233057,0.00005835768,0.001595825,0.00002999409,0.0008135854,0.0000290325,0.0003965493,0.00002567124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327179,"about_ca_system_score_gemma":0.0003921917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504395,"about_ca_topic_score_gemma":0.0002631566,"domain_scores_codex":[0.9974298,0.0002220746,0.0008857024,0.0006016557,0.0004673192,0.0003933845],"domain_scores_gemma":[0.997364,0.001685262,0.000116511,0.0003526317,0.0003059006,0.0001756375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001545368,0.00003910748,0.1657706,0.0003689598,0.000003268647,0.0000139518,0.002555063,0.7944062,0.00005504889,0.0004779854,0.000002854973,0.03615239],"study_design_scores_gemma":[0.0006331993,0.00009297502,0.1062606,0.001242076,0.00001187839,0.000003149515,0.000573713,0.888658,0.00005397254,0.001366343,0.0009186731,0.0001853964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507266,0.002303065,0.03942701,0.003850769,0.001329409,0.001917126,0.00002483016,0.0002339424,0.000187231],"genre_scores_gemma":[0.9961127,0.00002772606,0.002308219,0.0008113477,0.0004516273,0.00006041565,0.0001460712,0.00004819039,0.0000337184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09425177,"threshold_uncertainty_score":0.950379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.091365117791256,"score_gpt":0.5009039778748587,"score_spread":0.4095388600836027,"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."}}