{"id":"W2596955077","doi":"","title":"Immigrant health issues pose unique challenges for health equity efforts","year":2015,"lang":"en","type":"article","venue":"˜The œNation's health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Disadvantaged; Poverty; Health equity; Ethnic group; Equity (law); Quarter (Canadian coin); Limited English proficiency; Population; Economic growth; Demographic economics; Political science; Development economics; Geography; Sociology; Health care; Demography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0177884,0.0006445131,0.001481368,0.0003277352,0.004331411,0.00004680292,0.0009224994,0.0004260839,0.00008750115],"category_scores_gemma":[0.0004423424,0.0005094272,0.0002067943,0.000698855,0.0001851703,0.0003373916,0.0003992279,0.0012994,0.0003310673],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005308414,"about_ca_system_score_gemma":0.01257909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04841994,"about_ca_topic_score_gemma":0.08475608,"domain_scores_codex":[0.9876406,0.003814593,0.002724775,0.001058688,0.001367444,0.003393887],"domain_scores_gemma":[0.9915155,0.001307812,0.002287481,0.001430388,0.001117752,0.002341057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005139379,0.0005036555,0.001505562,0.006074243,0.00007010419,0.000003343745,0.07493091,0.000115216,8.206196e-7,0.1355763,0.6548817,0.1258242],"study_design_scores_gemma":[0.002537251,0.002068665,0.003723005,0.001372614,0.0000103366,0.00001210078,0.01826072,0.0007546037,0.000001867973,0.02204822,0.9487773,0.0004333349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004333669,0.07000225,0.004212772,0.8930135,0.006282234,0.01510899,0.0005000246,0.001138466,0.005408148],"genre_scores_gemma":[0.6683414,0.04916286,0.01440912,0.2408199,0.007479452,0.004103479,0.001391966,0.0004919469,0.01379986],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6640077,"threshold_uncertainty_score":0.9997357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.21755959463656,"score_gpt":0.5102718734020478,"score_spread":0.2927122787654878,"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."}}