{"id":"W2973128544","doi":"10.1097/nnr.0000000000000389","title":"Health Literacy Risk in Older Adults With and Without Mild Cognitive Impairment","year":2019,"lang":"en","type":"article","venue":"Nursing Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Cognition; Gerontology; Montreal Cognitive Assessment; Marital status; Medicine; Literacy; Population; Logistic regression; Psychology; Clinical psychology; Cognitive impairment; Psychiatry; Environmental health; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.007381964,0.000146414,0.0003372155,0.0004349769,0.0008845626,0.00005234143,0.0001335944,0.000145103,0.0003491089],"category_scores_gemma":[0.0002575999,0.0001083409,0.00001881693,0.0006716638,0.0001686163,0.0009127138,0.00006414436,0.002145554,0.0003374642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006878158,"about_ca_system_score_gemma":0.00099324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723236,"about_ca_topic_score_gemma":0.0001563865,"domain_scores_codex":[0.9947838,0.002066626,0.0009318774,0.0004314706,0.0006632452,0.00112295],"domain_scores_gemma":[0.9972886,0.0009955026,0.0002912226,0.0003406997,0.0007009553,0.0003830465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494767,0.0002039521,0.7931064,0.001041677,0.000003197651,4.289074e-7,0.09198646,5.601647e-7,3.157635e-7,0.00005733411,0.0009897528,0.1111152],"study_design_scores_gemma":[0.005236591,0.0005826384,0.9567404,0.01519074,0.000001670594,0.000001914872,0.01855356,0.002636002,0.000003631704,0.0002381987,0.0006952656,0.000119369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985238,0.0004547771,0.0001204837,0.002672406,0.0001773789,0.004069929,0.00004101795,0.00004649831,0.007179503],"genre_scores_gemma":[0.996712,0.0001711522,0.0008031756,0.001242348,0.00007470313,0.0001957714,0.00004445698,0.00002014365,0.000736276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163634,"threshold_uncertainty_score":0.9321485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924130283486555,"score_gpt":0.5357514790945919,"score_spread":0.4765101762597263,"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."}}