{"id":"W2056262224","doi":"10.1016/j.ecns.2011.08.001","title":"Developing Cultural Competency in Life and Simulation: A Year in Qatar as an Exemplar","year":2011,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Curriculum; Cultural learning; Salient; Cultural competence; Globalization; Competence (human resources); Medical education; Pedagogy; Nurse educator; Psychology; Nurse education; Medicine; Political science; Social psychology","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":[0.00145297,0.0001270568,0.0002980666,0.0001428244,0.000205516,0.00005125292,0.0001711001,0.0002458561,0.0001116879],"category_scores_gemma":[0.002343229,0.0001281982,0.00004002167,0.0006074251,0.0002698437,0.0007333526,0.00002701496,0.0003746861,0.00001853047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401944,"about_ca_system_score_gemma":0.000264119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726507,"about_ca_topic_score_gemma":0.003874542,"domain_scores_codex":[0.9972322,0.0007672166,0.0009599785,0.0003952441,0.0002753512,0.0003699979],"domain_scores_gemma":[0.9982596,0.001100633,0.0001539265,0.0001402202,0.0001433203,0.0002022866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375132,0.0001291848,0.8868125,0.00001866282,0.000001773582,0.0000103956,0.05309584,0.02443421,9.060974e-7,0.02314442,0.000004069026,0.01221049],"study_design_scores_gemma":[0.001033252,0.00009172155,0.9044742,0.0004936746,0.000003594576,3.779648e-7,0.01319904,0.05469804,5.690727e-7,0.02513795,0.0006246939,0.0002428939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932767,0.0001354707,0.00009081333,0.0007096789,0.0005651965,0.0004507565,0.000001161419,0.00005053162,0.004719723],"genre_scores_gemma":[0.9961755,0.00004991226,0.003151593,0.000329777,0.000251058,0.000006766029,0.000009858221,0.000009973144,0.00001561082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0398968,"threshold_uncertainty_score":0.5227769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400708454129107,"score_gpt":0.5146521817894011,"score_spread":0.2745813363764904,"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."}}