{"id":"W2088171831","doi":"10.1080/01421590701509639","title":"Understanding what residents want and what residents need: the challenge of cultural training in pediatrics","year":2007,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Situated; Focus group; Sophistication; Medical education; Cultural competence; Cultural group selection; Cultural diversity; Psychology; Medicine; Pedagogy; Sociology; Ethnic group; Social science; Anthropology","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":[0.00533744,0.0001237471,0.0002302073,0.00008803123,0.0003569944,0.0002076332,0.0003740802,0.0002518199,0.0002856695],"category_scores_gemma":[0.002394354,0.00008077533,0.00005393214,0.0004124177,0.0005070522,0.001140668,0.000100598,0.000628216,0.000004221384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897063,"about_ca_system_score_gemma":0.0002243041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502277,"about_ca_topic_score_gemma":0.02056693,"domain_scores_codex":[0.9967986,0.0004225138,0.0004716418,0.0002448371,0.001522121,0.0005403174],"domain_scores_gemma":[0.9988679,0.0004900837,0.0001321113,0.000141744,0.00006722671,0.000300989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005172068,0.00005196721,0.06225422,0.0001163212,0.00001497407,0.00009459283,0.8855951,0.000001253684,0.000004599278,0.01401253,0.00122933,0.03657338],"study_design_scores_gemma":[0.0004321442,0.00004406757,0.01740787,0.0005356262,0.00001325095,0.000003526004,0.9710113,0.00003049507,0.000002155526,0.009268318,0.001111335,0.0001399174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435147,0.01217651,0.00002304188,0.0354878,0.001372263,0.0003609305,3.829102e-7,0.00004093163,0.007023436],"genre_scores_gemma":[0.9784045,0.02036434,0.00002038532,0.0002590497,0.0006744927,0.000005036128,0.00000185868,0.000009309806,0.0002610968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08541618,"threshold_uncertainty_score":0.9973052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009797140027557,"score_gpt":0.4000265336242199,"score_spread":0.1990468196214642,"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."}}