{"id":"W2166604774","doi":"10.2337/dc14-0801","title":"Impact of Language Barriers on Complications and Mortality Among Immigrants With Diabetes: A Population-Based Cohort Study","year":2014,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; St. Michael's Hospital; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Diabetes mellitus; Cohort; Cohort study; Demography; Population; Gerontology; Immigration; Internal medicine; Confidence interval; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00083039,0.0003884597,0.0003843199,0.0006284884,0.0009320932,0.0009062708,0.0005114778,0.0005601883,0.001083412],"category_scores_gemma":[0.00183282,0.0004143213,0.0007115215,0.001042587,0.0003496749,0.0005481567,0.000814532,0.0007676453,0.0001882824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007529326,"about_ca_system_score_gemma":0.001213306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09105407,"about_ca_topic_score_gemma":0.1181983,"domain_scores_codex":[0.9994351,0.0001132836,0.00005141168,0.0001198167,0.0001192847,0.0001609728],"domain_scores_gemma":[0.9989821,0.00008070337,0.0004485144,0.00008138041,0.0001844597,0.0002227828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008293944,0.0000366798,0.9991975,0.000004873711,0.00006362051,0.00005794294,0.00009588581,0.000009777088,0.00006344347,0.000006656308,0.00005877861,0.0003219637],"study_design_scores_gemma":[0.00001352581,0.0000896167,0.9991605,0.0000115113,0.00004189309,0.00009699537,0.0003585136,0.00008776417,0.00001363493,0.000007979987,0.0001131571,0.000004894107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993513,0.0001120136,0.00002792252,0.00003495769,0.000004685282,0.00001134725,0.0002962431,9.480173e-7,0.0001605665],"genre_scores_gemma":[0.9991106,0.0001736102,0.00006846664,0.00005631929,0.00001185036,0.00001660356,0.000403824,0.000001261377,0.0001575121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09105407,"threshold_uncertainty_score":0.1810482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019028904065822,"score_gpt":0.3898742274946352,"score_spread":0.369683938453977,"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."}}