{"id":"W2069357663","doi":"10.1016/j.pec.2014.07.008","title":"Measurement properties and comparative performance of health literacy screening questions in a predominantly low income African American population with diabetes","year":2014,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Health literacy; Diabetes mellitus; Literacy; African american; Health equity; Low income; Medicine; Gerontology; Population; Environmental health; Psychology; Demography; Family medicine; Sociology; Economics; Health care; Public health; Socioeconomics; Economic growth; Nursing; Anthropology; Endocrinology","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":[0.004790618,0.0003681556,0.0003521862,0.001016219,0.001077468,0.0008592174,0.0005712862,0.0005694444,0.001514318],"category_scores_gemma":[0.02276259,0.0002707059,0.0006215495,0.001223578,0.0006643045,0.000799184,0.0007986002,0.0006747333,0.0003513649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237325,"about_ca_system_score_gemma":0.0005513697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134752,"about_ca_topic_score_gemma":0.009695323,"domain_scores_codex":[0.9968118,0.001946929,0.000278009,0.0002974656,0.0004071541,0.0002586785],"domain_scores_gemma":[0.992628,0.00484434,0.000804488,0.0004132354,0.001010012,0.0002998286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006900262,0.0004678603,0.9920173,0.00001462222,0.000068652,0.00008414476,0.001541641,0.0000646456,0.0007332999,0.00007921029,0.00009252878,0.004146299],"study_design_scores_gemma":[0.00005954265,0.001004854,0.995249,0.00001324539,0.000104467,0.0002299981,0.002086063,0.0003993861,0.0004942088,0.00007560991,0.0002748397,0.00000869423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995106,0.00002766687,0.0000786894,0.00001822477,0.000002539343,0.00001549043,0.00004807009,9.096159e-7,0.0002977131],"genre_scores_gemma":[0.9996017,0.00002069624,0.000121289,0.00002649443,0.000003560165,0.00003114604,0.000105514,0.000001927648,0.00008764731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134752,"threshold_uncertainty_score":0.02533549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06617544206887667,"score_gpt":0.3648171138053868,"score_spread":0.2986416717365102,"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."}}