{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008089185,0.0001241447,0.0004612798,0.0001585947,0.0002873694,0.000006026986,0.0001891622,0.00006613252,0.0002220808],"category_scores_gemma":[0.001613731,0.00006145269,0.0000613226,0.0002225792,0.0001092052,0.0008452606,0.0001064858,0.0009076165,0.000007575113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009923166,"about_ca_system_score_gemma":0.0002458994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008178481,"about_ca_topic_score_gemma":0.00004541417,"domain_scores_codex":[0.9948496,0.001021071,0.003240013,0.00008765863,0.0004880475,0.0003136693],"domain_scores_gemma":[0.9946808,0.0005355179,0.003119421,0.0001786729,0.001146576,0.0003389896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001330089,0.0002605612,0.8966798,0.0002408279,0.00007695166,7.030936e-7,0.04237082,4.147865e-7,0.00003876231,0.000137272,0.03630662,0.02255722],"study_design_scores_gemma":[0.004503257,0.001596634,0.9550877,0.001775296,0.00005305816,0.00002829502,0.007096711,0.0000709479,0.00001740514,0.0001784166,0.02954071,0.00005152391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798181,0.001976047,0.001261204,0.008619924,0.004604972,0.0005972846,0.00002027773,0.000006576673,0.003095603],"genre_scores_gemma":[0.9847637,0.00009495602,0.0001640313,0.01059073,0.002491696,0.000006109528,0.000002803015,0.00000730875,0.001878643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05840799,"threshold_uncertainty_score":0.3943193,"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."}}