{"id":"W3198678310","doi":"10.1186/s12913-021-06884-5","title":"Response to language barriers with patients from refugee background in general practice in Australia: findings from the OPTIMISE study","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Health and Medical Research Council","keywords":"Medicine; Refugee; Language barrier; Health administration; Nursing research; Interpreter; Intervention (counseling); Nursing; Health services research; Psychological intervention; Limited English proficiency; Health care; Health informatics; Best practice; Qualitative research; Public health; Medical education; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01030713,0.0002696529,0.0008473167,0.0005135011,0.001712779,0.001412791,0.0006817429,0.001075839,0.001421404],"category_scores_gemma":[0.03145597,0.0004856979,0.000678091,0.0006949211,0.001778694,0.001168886,0.003480952,0.001695542,0.0001428554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526774,"about_ca_system_score_gemma":0.009935391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02360112,"about_ca_topic_score_gemma":0.05223998,"domain_scores_codex":[0.9903232,0.006496717,0.0007290177,0.0004154955,0.0009756099,0.001059931],"domain_scores_gemma":[0.9830111,0.007952713,0.00416775,0.0005789947,0.001499254,0.0027901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003558561,0.00415137,0.3419913,0.004565103,0.0003668029,0.001985312,0.514782,0.0003493578,0.001485239,0.0003714305,0.002907924,0.1234856],"study_design_scores_gemma":[0.001212787,0.01519252,0.6647599,0.002194723,0.0002385473,0.0008572419,0.3051328,0.0002542355,0.000397713,0.0003593683,0.009278392,0.0001217865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980763,0.0003645215,0.00003020545,0.000775182,0.000009216818,0.0002266836,0.00003101038,0.000001561414,0.000485351],"genre_scores_gemma":[0.9977181,0.0005179456,0.0003603596,0.0006049578,0.00001230891,0.0004625964,0.00002738896,0.000001897766,0.0002944694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02360112,"threshold_uncertainty_score":0.05451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228089385055789,"score_gpt":0.5498702341142947,"score_spread":0.4270612956087158,"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."}}