{"id":"W4404303667","doi":"10.1097/sih.0000000000000836","title":"Standardized Patient Education Focused on Equity Deserving Groups","year":2024,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Equity (law); Delphi method; Prioritization; Medical education; Psychology; Health care; Public relations; Business; Political science; Medicine; Process management; Computer 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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005277928,0.0004479052,0.0007476837,0.0004814689,0.001945327,0.00006832914,0.001103676,0.0006553966,0.0000299652],"category_scores_gemma":[0.002539092,0.0003136997,0.0008782108,0.002021287,0.0001352455,0.0006581313,0.0003833961,0.003329968,0.00001220915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005435479,"about_ca_system_score_gemma":0.004782658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356648,"about_ca_topic_score_gemma":0.001786051,"domain_scores_codex":[0.9885797,0.00461528,0.003795202,0.000499054,0.001487058,0.001023702],"domain_scores_gemma":[0.9799868,0.01369898,0.00206783,0.001373987,0.002567842,0.0003045061],"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":[0.001639405,0.0002025162,0.05763167,0.00533628,0.00008915899,0.000001059528,0.05863598,0.8238229,0.0000129643,0.009610334,0.001281526,0.04173616],"study_design_scores_gemma":[0.004043219,0.001304362,0.03947208,0.01392544,0.0001372208,0.000007364918,0.03148141,0.7915823,0.0000259922,0.1003515,0.01690905,0.0007601277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7128502,0.02728686,0.00452311,0.2236351,0.01543526,0.01548136,0.0003727038,0.0002627618,0.0001526693],"genre_scores_gemma":[0.9893306,0.0004141554,0.001148442,0.007783956,0.0007070343,0.0003901454,0.00004979039,0.0001132777,0.00006260981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2764804,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1975739814745874,"score_gpt":0.4873958978118604,"score_spread":0.2898219163372729,"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."}}