{"id":"W1976605571","doi":"10.1155/2013/130263","title":"Identifying At-Risk Subpopulations of Canadians with Limited Health Literacy","year":2013,"lang":"en","type":"article","venue":"Epidemiology Research International","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Logistic regression; Literacy; Educational attainment; Gerontology; Health care; Psychology; Demography; Environmental health; Medicine; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007020968,0.000356791,0.0004044146,0.002017424,0.002838708,0.0007764834,0.0009091166,0.0004294778,0.001738787],"category_scores_gemma":[0.003876315,0.0002067623,0.000708308,0.002380079,0.0003367832,0.0003817087,0.001190547,0.0004319991,0.0001314831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006843454,"about_ca_system_score_gemma":0.0167321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9684547,"about_ca_topic_score_gemma":0.9797288,"domain_scores_codex":[0.9994522,0.00005369287,0.000034701,0.00009564326,0.0001303979,0.0002334493],"domain_scores_gemma":[0.9991968,0.0001015949,0.000143706,0.000037968,0.0003690583,0.0001509261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008953902,0.00003103014,0.9791808,0.00005237423,0.00004123021,0.0001038712,0.00153395,0.0002974393,0.0002864527,0.0002721295,0.001299473,0.01681169],"study_design_scores_gemma":[0.00001109809,0.00003726565,0.9907775,0.000086377,0.0000610947,0.0001021253,0.004409882,0.002419726,0.0002080085,0.0004011785,0.00146508,0.00002073463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99322,0.0002537521,0.0009482965,0.000367993,0.000006497101,0.0001482218,0.002520855,0.00002560297,0.002508761],"genre_scores_gemma":[0.9964017,0.0002064046,0.001516782,0.00007172848,0.000002491356,0.00006326028,0.001452345,0.000005111902,0.0002802259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154534,"threshold_uncertainty_score":0.0634622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3170122531519172,"score_gpt":0.6032832607541979,"score_spread":0.2862710076022807,"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."}}