{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004485851,0.000194158,0.0002508135,0.001084304,0.000416752,0.0004285215,0.0001621964,0.0003250126,0.0009984833],"category_scores_gemma":[0.002411682,0.0001172894,0.0002746232,0.000710963,0.0002653876,0.0004216653,0.0004929061,0.0003683664,0.0001010855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950426,"about_ca_system_score_gemma":0.0003832973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007670853,"about_ca_topic_score_gemma":0.00994027,"domain_scores_codex":[0.9996585,0.0000641328,0.00006501302,0.00005238671,0.00006935045,0.00009055282],"domain_scores_gemma":[0.99913,0.00009082035,0.0004760525,0.00002111034,0.00008217771,0.0001999088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002655211,0.00002852339,0.9982122,0.00001168979,0.0000129834,0.00006319591,0.0001695545,0.000008135922,0.00004858188,0.00001320316,0.00005692025,0.001348463],"study_design_scores_gemma":[0.00000228549,0.00004584405,0.9994736,0.000007862036,0.00000993775,0.0001243107,0.0001855116,0.00004598281,0.00001484297,0.00002399427,0.00006409612,0.000001730062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990389,0.0002725536,0.00002060226,0.00009001846,0.000004040831,0.000008829616,0.0001195147,0.000001217592,0.0004441813],"genre_scores_gemma":[0.9996463,0.0000920897,0.00002275045,0.0000486373,0.000006757261,0.000006156383,0.0000989586,2.163196e-7,0.00007822941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007670853,"threshold_uncertainty_score":0.01525241,"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."}}