{"id":"W2124393422","doi":"10.1080/10810730701619919","title":"Assessing Health Numeracy Among Community-Dwelling Older Adults","year":2007,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Numeracy; Health literacy; Context (archaeology); Literacy; Psychology; Population; Anxiety; Developmental psychology; Gerontology; Medicine; Health care; Clinical psychology; Environmental health; Psychiatry; Pedagogy; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07209211,0.0002207637,0.0007891755,0.0004951741,0.005903883,0.00008286883,0.0009802431,0.0002332804,0.00016981],"category_scores_gemma":[0.001303978,0.0001926081,0.0001408087,0.000615184,0.0001141517,0.004220942,0.0002090291,0.005192122,0.00005196016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449334,"about_ca_system_score_gemma":0.002482626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428707,"about_ca_topic_score_gemma":0.0006443855,"domain_scores_codex":[0.9804924,0.009893728,0.007859263,0.0001348348,0.0006630195,0.0009567991],"domain_scores_gemma":[0.9826294,0.003396229,0.01049876,0.001271667,0.001576321,0.0006275869],"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":[0.0002689183,0.0006841808,0.2910869,0.003651945,0.00003153809,9.858594e-7,0.1438982,0.00004408354,0.000002905059,0.0007515912,0.008037006,0.5515417],"study_design_scores_gemma":[0.002060539,0.0002408579,0.8827934,0.007010009,0.000006711093,0.00001552747,0.06613463,0.001241763,0.000006284304,0.0005128306,0.03978862,0.0001887723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037181,0.004991076,0.0732329,0.01235814,0.001038161,0.001267031,0.000005427321,0.00009070248,0.003298509],"genre_scores_gemma":[0.9579113,0.001357654,0.02252408,0.0178254,0.0002200798,0.00001157827,0.00006856649,0.00002976536,0.0000516457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5917066,"threshold_uncertainty_score":0.9971029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09895315489516895,"score_gpt":0.5165843776060548,"score_spread":0.4176312227108858,"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."}}