{"id":"W2800995841","doi":"10.17269/s41997-018-0048-3","title":"Assessing health literacy among older adults living in subsidized housing: a cross-sectional study","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Cross-sectional study; Health literacy; Gerontology; Literacy; Subsidized housing; Psychology; Environmental health; Medicine; Public housing; Economic growth; Health care; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03766186,0.000278959,0.0008096421,0.001807916,0.003066981,0.0007058873,0.000549399,0.0002534736,0.001592201],"category_scores_gemma":[0.00448558,0.0002537551,0.0001182411,0.001470097,0.0002393949,0.007040185,0.00005699192,0.002159818,0.00006342871],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004947261,"about_ca_system_score_gemma":0.05554529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.105993,"about_ca_topic_score_gemma":0.3050843,"domain_scores_codex":[0.9860308,0.004711991,0.005962344,0.0003956565,0.0006619671,0.002237286],"domain_scores_gemma":[0.9878946,0.0008694898,0.00376433,0.0004701103,0.002521097,0.004480386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001698503,0.0001513577,0.8922266,0.0003858588,0.00001175843,0.00000929792,0.08000834,0.000001450625,5.488883e-8,0.00006055511,0.001065204,0.0260625],"study_design_scores_gemma":[0.002003588,0.0004086353,0.9690402,0.00154985,0.000001288086,0.00001739158,0.01715098,0.0006774883,7.525185e-8,0.0000287737,0.008947575,0.000174169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881836,0.0003342686,0.002428852,0.003849525,0.002878439,0.001503223,0.00002751652,0.00003777883,0.0007567701],"genre_scores_gemma":[0.9850703,0.00001860398,0.001247387,0.01220505,0.001266189,0.00003158964,0.00001561361,0.00003739261,0.0001078791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1990912,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189167122569293,"score_gpt":0.4891161718441342,"score_spread":0.3701994595872049,"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."}}