{"id":"W4381682949","doi":"10.36834/cmej.75300","title":"Educating future physicians for francophone official language minority communities in Canada: a case study","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Women's College Hospital; University of Toronto; University of British Columbia","funders":"Air Force Materiel Command","keywords":"French; Affordance; Health care; Language barrier; Medical education; Reflexivity; Equity (law); Qualitative research; Official language; Quality (philosophy); Psychology; Public relations; Medicine; Political science; Sociology; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002131179,0.0005440924,0.0003692253,0.0008139403,0.02881453,0.003275753,0.002665291,0.003076079,0.004554937],"category_scores_gemma":[0.005197311,0.0004615277,0.0003795971,0.0014622,0.004910946,0.001057921,0.003043404,0.003491468,0.0003385515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05653367,"about_ca_system_score_gemma":0.1025524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9329695,"about_ca_topic_score_gemma":0.9812367,"domain_scores_codex":[0.9970789,0.0007539485,0.00005773632,0.0002044135,0.0004217561,0.001483265],"domain_scores_gemma":[0.9931077,0.001139,0.0004578933,0.00008482194,0.0009024062,0.004308191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001760949,0.0006400582,0.06278735,0.0005492158,0.00002637996,0.04253068,0.8362727,0.000384632,0.002197656,0.004889707,0.0177881,0.03175741],"study_design_scores_gemma":[0.0000155882,0.0001437239,0.0187962,0.0004389671,0.00001703111,0.003991945,0.9326528,0.0003892744,0.0002661985,0.0002508634,0.04299212,0.00004532983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756911,0.001459593,0.0004979915,0.01070063,0.0001316195,0.0002759657,0.0001342932,0.00001939354,0.01108936],"genre_scores_gemma":[0.9867993,0.00155753,0.001146021,0.004017184,0.00003524912,0.00009986711,0.00007307548,0.00001808294,0.006253773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06703055,"threshold_uncertainty_score":0.4101824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732208082404566,"score_gpt":0.4235470355504663,"score_spread":0.3862249547264207,"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."}}