{"id":"W2154475034","doi":"","title":"Language barriers: use of regular medical doctors by Canada's official language minorities.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council","funders":"","keywords":"Telehealth; Language barrier; Medicine; Family medicine; Health care; Telemedicine; Linguistics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007551404,0.000337103,0.0001985882,0.001157675,0.001109593,0.0008128536,0.0008795509,0.0003242939,0.002869701],"category_scores_gemma":[0.002453519,0.0001733472,0.0005050087,0.001757886,0.0004789328,0.0003627846,0.0008947367,0.0005626885,0.0002057654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008448638,"about_ca_system_score_gemma":0.01645057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727859,"about_ca_topic_score_gemma":0.9801193,"domain_scores_codex":[0.9993487,0.00006120271,0.00004943266,0.00008984642,0.0002410536,0.0002098256],"domain_scores_gemma":[0.9973084,0.0001299984,0.001357014,0.00004638029,0.0006159794,0.0005422872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004953031,0.00002674879,0.9954309,0.00007963605,0.00003284273,0.00003104554,0.0003976005,0.00006022084,0.00008766693,0.00004752561,0.001205063,0.002551117],"study_design_scores_gemma":[0.000004999019,0.00001969179,0.9983367,0.00005296914,0.00001640565,0.00003657128,0.000702381,0.0001067401,0.00004796658,0.000009475467,0.000660428,0.00000570236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788514,0.001169551,0.0001578781,0.0006143461,0.00001415599,0.0001170404,0.01596972,0.00001954263,0.003086366],"genre_scores_gemma":[0.9965406,0.0002653794,0.0001832567,0.00008723504,0.000005329603,0.00004227569,0.002295129,0.000002224285,0.0005785531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02721411,"threshold_uncertainty_score":0.0612995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844790123036382,"score_gpt":0.3484937692035595,"score_spread":0.3100458679731957,"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."}}