{"id":"W6989497691","doi":"","title":"Associations Between Health Literacy and Chronic Disease Prevalence Among Employees in Chinese Petroleum Companies: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; China; Workforce; Logistic regression; Health literacy; Chronic disease; Literacy","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":[0.0008314186,0.0002924226,0.0003988139,0.0009728145,0.0006604364,0.0005486654,0.0004184926,0.0007882419,0.001485768],"category_scores_gemma":[0.001788135,0.0004964054,0.0005167794,0.001162108,0.0003383412,0.0006390452,0.0005842925,0.0007027541,0.0001704014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006293161,"about_ca_system_score_gemma":0.0006568757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02854945,"about_ca_topic_score_gemma":0.038761,"domain_scores_codex":[0.9995106,0.00007585362,0.00007554435,0.0001001342,0.0001210378,0.0001168169],"domain_scores_gemma":[0.9990258,0.0001621999,0.0003501284,0.00005830739,0.0001414857,0.0002620486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000230521,0.00005631493,0.9992125,0.00001135323,0.00003517323,0.0000391669,0.0001366436,0.000007795328,0.00004877268,0.000007640807,0.00005615576,0.0003655078],"study_design_scores_gemma":[0.000003116274,0.00003058673,0.9995469,0.000005944942,0.00001973895,0.00004003401,0.00022632,0.00006866293,0.000009428686,0.000006923555,0.00004003733,0.000002286258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992898,0.0001910841,0.00002746309,0.00006710326,0.000004676735,0.00001252125,0.0001830107,0.000001100014,0.0002232914],"genre_scores_gemma":[0.9995071,0.0001039185,0.00003085227,0.00005874055,0.000007346474,0.00001489188,0.0001762068,6.03217e-7,0.0001003817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854945,"threshold_uncertainty_score":0.05676651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095904176393681,"score_gpt":0.6443730228127733,"score_spread":0.4347826051734052,"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."}}