{"id":"W4361283563","doi":"10.1111/medu.15085","title":"Challenges facing standardised patients representing equity‐deserving groups: Insights from health care educators","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; McGill University; McMaster University Medical Centre; McMaster University","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Equity (law); Fidelity; Grounded theory; Qualitative research; Health equity; Health care; Medical education; Content analysis; Psychology; Public relations; Sociology; Political science; Pedagogy; Medicine; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02027931,0.0004715138,0.0005594215,0.001365592,0.01153595,0.008238513,0.00175428,0.003334575,0.003263292],"category_scores_gemma":[0.03141487,0.0006005865,0.0004848703,0.001121882,0.01182069,0.006903658,0.01759898,0.006212366,0.000426032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005309457,"about_ca_system_score_gemma":0.01405369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00537707,"about_ca_topic_score_gemma":0.01147064,"domain_scores_codex":[0.9809239,0.01384159,0.000526837,0.0005699379,0.001353435,0.002784343],"domain_scores_gemma":[0.9754834,0.0166775,0.001854638,0.0005400321,0.001826933,0.003617448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000159066,0.00009577862,0.006821672,0.0002094818,0.000004624619,0.00104752,0.9751171,0.00003932779,0.0001817481,0.002546985,0.001337749,0.01258207],"study_design_scores_gemma":[0.000003714877,0.0000480885,0.00134151,0.0003004382,0.000004160988,0.0004913472,0.9862455,0.00003914649,0.0000888902,0.0008505636,0.01057751,0.000009195049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292994,0.002457773,0.003822087,0.04296169,0.0003464194,0.0002485369,0.00005604955,0.00002339244,0.02078463],"genre_scores_gemma":[0.9887944,0.001895938,0.001522889,0.005059429,0.00007931043,0.00009384401,0.00002840504,0.00001468102,0.002511048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027931,"threshold_uncertainty_score":0.1072485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416005141873374,"score_gpt":0.4290568809856429,"score_spread":0.3748968295669091,"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."}}