{"id":"W2771109594","doi":"10.1016/j.jneb.2017.10.008","title":"The Nutrition Literacy Assessment Instrument is a Valid and Reliable Measure of Nutrition Literacy in Adults with Chronic Disease","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":156,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research","keywords":"Intraclass correlation; Medicine; Gerontology; Health literacy; Reliability (semiconductor); Confidence interval; Literacy; Confirmatory factor analysis; Test (biology); Nutrition Education; Quality of life (healthcare); Psychology; Psychometrics; Clinical psychology; Health care; Statistics; Internal medicine; Nursing; Structural equation modeling; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343478,0.0001552582,0.0002934197,0.0002474966,0.001137744,0.0002006921,0.0001807731,0.0001174677,0.0000879782],"category_scores_gemma":[0.0001517465,0.0001084677,0.00006153485,0.0001421144,0.0001188728,0.003034669,0.00003998177,0.0005778316,0.000001828399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003764165,"about_ca_system_score_gemma":0.001008148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000097,"about_ca_topic_score_gemma":0.00002822475,"domain_scores_codex":[0.9972878,0.0002928944,0.00158179,0.0001800381,0.0004084122,0.0002490755],"domain_scores_gemma":[0.9956565,0.0001603228,0.002046259,0.0003594992,0.001496297,0.0002810502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001763317,0.02141749,0.6971711,0.01312453,0.00002323739,0.000005885221,0.009722906,3.578799e-7,0.0002083239,0.0006804088,0.004833065,0.2510494],"study_design_scores_gemma":[0.00684798,0.0005253338,0.9175339,0.01429702,0.00007853529,0.0000242759,0.003709567,0.0001858734,0.00007422885,0.0007695513,0.0558066,0.0001471102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871342,0.002644036,0.00007112319,0.007454193,0.0006869454,0.00182421,0.00006367351,0.00000769988,0.0001139565],"genre_scores_gemma":[0.98823,0.006792496,0.002978265,0.0004577917,0.0004353252,0.0009510649,0.00005323983,0.00001051672,0.00009124811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509022,"threshold_uncertainty_score":0.8750721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351237329260911,"score_gpt":0.4510561345970224,"score_spread":0.4159324016709313,"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."}}