{"id":"W2164933717","doi":"10.1177/0017896913511809","title":"Immigration, generational status and health literacy in Canada","year":2013,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Immigration; Respondent; Health literacy; Literacy; Population; Medicine; Logistic regression; Demography; Psychology; Gerontology; Health care; Environmental health; Geography; Sociology; Political science; Pedagogy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002653273,0.00015179,0.0003023266,0.0002678416,0.00157734,0.00009637787,0.0001066229,0.00006370995,0.003143792],"category_scores_gemma":[0.0002269546,0.000133003,0.0000200759,0.0003461736,0.0000193189,0.002013435,0.00002684617,0.001021839,0.00008967539],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004607525,"about_ca_system_score_gemma":0.1165129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8835554,"about_ca_topic_score_gemma":0.6851542,"domain_scores_codex":[0.9947172,0.001023293,0.002825842,0.0002059772,0.0003664573,0.0008612592],"domain_scores_gemma":[0.9959309,0.0001969444,0.00136463,0.0002003685,0.0008175874,0.001489555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006045575,0.00005148009,0.6023893,0.0003274009,0.00000216572,7.672506e-8,0.01028036,0.000009799071,4.865952e-7,0.0008317959,0.1651182,0.2209829],"study_design_scores_gemma":[0.000402917,0.00003541737,0.8007331,0.0002214761,4.577719e-7,0.00001205055,0.006538987,0.001681376,2.770779e-7,0.0007494019,0.1895314,0.00009315951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8097936,0.003877663,0.001469761,0.178391,0.003683,0.001922254,0.0000301143,0.00002618654,0.0008064224],"genre_scores_gemma":[0.8158441,0.002056786,0.008168341,0.1719497,0.0008431119,0.0003382199,0.0001907891,0.00001674701,0.0005922592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2208897,"threshold_uncertainty_score":0.9997225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547916997083568,"score_gpt":0.462543918740262,"score_spread":0.4170647487694263,"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."}}