{"id":"W2791793163","doi":"10.1111/jocn.14281","title":"Ethnocultural influences in how people prefer to obtain and receive health information","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Focus group; Jargon; Ethnic group; Health care; Health equity; Limited English proficiency; Language barrier; Population; Interpreter; Immigration; Medicine; Cultural diversity; Nursing; Psychology; Family medicine; Public health; Political science; Sociology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01060119,0.00009521465,0.0005026281,0.0002079941,0.0003824096,0.00004962525,0.00015076,0.0001921979,0.00006072821],"category_scores_gemma":[0.005992857,0.00006574985,0.00005729442,0.000372617,0.0001016894,0.00348021,0.00003287162,0.001104765,0.0000434518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989831,"about_ca_system_score_gemma":0.0006985146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007975667,"about_ca_topic_score_gemma":0.000183163,"domain_scores_codex":[0.9944471,0.001151987,0.003646375,0.00009444296,0.0003055574,0.0003545805],"domain_scores_gemma":[0.9954754,0.0009872954,0.002084068,0.0001217365,0.0008876381,0.0004439293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000854593,0.000077709,0.451121,0.0002526951,0.000007422705,2.314221e-7,0.1029976,0.000006445079,0.000002605753,0.000266095,0.01465515,0.4297584],"study_design_scores_gemma":[0.001325235,0.000710981,0.9273522,0.001758142,0.00000386605,0.000004161188,0.01405698,0.0005571111,0.000002864618,0.0008286582,0.05332092,0.0000788887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569221,0.00005770881,0.00176168,0.03788091,0.001607635,0.0004479431,0.000004787103,0.00001218413,0.0013051],"genre_scores_gemma":[0.9699194,0.00009947338,0.009246322,0.01996093,0.0007199061,0.00000463757,0.00000312678,0.000003816087,0.00004237901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4762312,"threshold_uncertainty_score":0.7174442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125434350390041,"score_gpt":0.5735667878066428,"score_spread":0.4481324374166018,"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."}}