{"id":"W4241457665","doi":"10.1093/geront/gnw162.727","title":"FINANCIAL HEALTH LITERACY AMONG OLDER ADULTS","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health","funders":"","keywords":"Financial literacy; Health literacy; Literacy; Gerontology; Health and Retirement Study; Psychology; Business; Medicine; Finance; Economics; Economic growth; Health care; Pedagogy","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":[0.0002078595,0.000134118,0.0002150922,0.00003233995,0.0001146953,0.00002565502,0.0001723475,0.0000397539,0.000542185],"category_scores_gemma":[0.00008721671,0.00006348576,0.00008103547,0.00007404442,0.000343515,0.0001226603,0.00007544329,0.00008105946,0.0001714257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526764,"about_ca_system_score_gemma":0.0001642822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004287546,"about_ca_topic_score_gemma":0.000333183,"domain_scores_codex":[0.9989401,0.00005604066,0.0002148718,0.0002453127,0.0001824998,0.0003611767],"domain_scores_gemma":[0.9991805,0.00006845091,0.0001027688,0.0005240532,0.00003837192,0.00008583022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000844299,0.0004125652,0.04215304,0.000441184,0.00009711361,0.0001487097,0.001892529,8.431539e-7,0.00001895359,0.01407587,0.2711638,0.6687511],"study_design_scores_gemma":[0.003017861,0.0002252249,0.9736995,0.0005777554,0.00004220432,0.00001407053,0.0002151327,0.00002852334,0.00001557265,0.0007313977,0.02129901,0.0001337277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204507,0.002544207,0.002223724,0.04991503,0.0006653998,0.001253034,0.00002236373,0.0003472446,0.02257823],"genre_scores_gemma":[0.9901923,0.0001319732,0.00009522866,0.001961325,0.0002402024,0.00004556417,0.00000978124,0.00001186395,0.007311781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9315464,"threshold_uncertainty_score":0.5936545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660711945489786,"score_gpt":0.3308130309942574,"score_spread":0.3042059115393595,"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."}}