{"id":"W2621477568","doi":"10.1177/0840470417706378","title":"Impact of language barriers on access to healthcare for official language minority Francophones in Canada","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface","funders":"","keywords":"Language barrier; Health care; French; Official language; Minority language; Quality (philosophy); Political science; Face (sociological concept); First language; Public relations; Nursing; Medicine; Sociology; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00100496,0.0003031575,0.0006067628,0.0003074971,0.001980293,0.00003470295,0.001525277,0.0001895031,0.0001758504],"category_scores_gemma":[0.000595157,0.0002878106,0.0001563755,0.0002330072,0.00004216001,0.000131666,0.0006357837,0.0008236856,0.00002563278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375344,"about_ca_system_score_gemma":0.002555947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803904,"about_ca_topic_score_gemma":0.9883455,"domain_scores_codex":[0.9961053,0.0006867716,0.001025114,0.0005149103,0.000440078,0.001227852],"domain_scores_gemma":[0.9960023,0.0004957963,0.0006992404,0.002008038,0.0002998563,0.0004948229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001074259,0.00005303588,0.912679,0.004105949,0.0000582641,0.00002389017,0.0122838,0.0000891508,0.000005328068,0.003567903,0.02841256,0.03764681],"study_design_scores_gemma":[0.001753549,0.0006538996,0.9063428,0.00229746,0.00001501161,5.848137e-7,0.08304527,0.0003515452,0.00003441722,0.0002888581,0.004769546,0.0004470346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375017,0.000355373,0.00006906763,0.04929413,0.002357152,0.004635754,0.0009622066,0.00007000924,0.00475458],"genre_scores_gemma":[0.9905471,0.00007215606,0.0002154113,0.007311946,0.0002001575,0.0009969871,0.00008710651,0.00004651733,0.0005226337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07076147,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621440493211932,"score_gpt":0.4623338550022714,"score_spread":0.4161194500701521,"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."}}