{"id":"W2015870611","doi":"10.1007/s11606-012-2079-4","title":"Literacy, Cognitive Function, and Health: Results of the LitCog Study","year":2012,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":206,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; Feinberg School of Medicine; National Center for Research Resources; Northwestern University","keywords":"Health literacy; Medicine; Cognition; Literacy; Health care; Numeracy; Gerontology; Psychology; Psychiatry","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":[0.003015328,0.0007179484,0.0008713325,0.001417056,0.001234514,0.001897817,0.0007715711,0.00143791,0.00238336],"category_scores_gemma":[0.006557032,0.0005507888,0.001293716,0.002376765,0.001019474,0.001513359,0.001815191,0.001736623,0.000854732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107027,"about_ca_system_score_gemma":0.001633391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04344736,"about_ca_topic_score_gemma":0.05513875,"domain_scores_codex":[0.9987898,0.0005792739,0.00009429819,0.0001291261,0.0001677917,0.0002396708],"domain_scores_gemma":[0.9966288,0.001007797,0.0006228424,0.0002996804,0.0005468373,0.0008939828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001418771,0.001816659,0.9901883,0.00004825101,0.0002945605,0.0001878835,0.002308301,0.00004755879,0.0002391991,0.00007347135,0.0006716053,0.002705464],"study_design_scores_gemma":[0.0001926574,0.000624897,0.9950996,0.00001965193,0.0002234498,0.00007456583,0.0029169,0.00006629208,0.00006683719,0.00004737099,0.0006522388,0.00001559892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981079,0.0001031477,0.00003649988,0.0001261323,0.000009486458,0.00007933285,0.0006789987,0.000003011748,0.0008555015],"genre_scores_gemma":[0.9964367,0.0001274476,0.0001095661,0.0003317371,0.00002109576,0.0002415016,0.001434997,0.00001048971,0.001286411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04344736,"threshold_uncertainty_score":0.08638895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102329356911848,"score_gpt":0.5056552673772922,"score_spread":0.3954223316861073,"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."}}