{"id":"W4407349585","doi":"10.1016/j.puhe.2025.01.032","title":"Pathways of how health literacy and social support are associated with health outcomes in 17 European countries: Results of mediation analyses","year":2025,"lang":"en","type":"article","venue":"Public Health","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Mediation; Health literacy; Literacy; Psychology; Medicine; Environmental health; Political science; Health care","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":[0.02040173,0.00027056,0.001463963,0.0008509395,0.0009203975,0.0000507415,0.0002692711,0.000163707,0.00004129405],"category_scores_gemma":[0.002394357,0.000214807,0.00007061727,0.001351969,0.000157203,0.001264906,0.0001028374,0.0007751439,0.000003669774],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160103,"about_ca_system_score_gemma":0.0109158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046885,"about_ca_topic_score_gemma":0.002698936,"domain_scores_codex":[0.9882329,0.005065185,0.004465978,0.0004456881,0.0006508782,0.001139374],"domain_scores_gemma":[0.990783,0.001365034,0.006075045,0.0004481673,0.0008889431,0.0004398055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001929547,0.0004380819,0.8290577,0.006736818,0.00006280486,7.42158e-7,0.1166005,0.000001945579,3.700667e-7,0.002518999,0.01952985,0.02485917],"study_design_scores_gemma":[0.003660741,0.0003879416,0.9493058,0.0008789506,0.00000371547,2.385653e-7,0.01187962,0.0003155746,8.548892e-7,0.00006264707,0.03336703,0.0001368339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5142747,0.0006640845,0.002460859,0.4700803,0.0005031352,0.003693254,0.0039418,0.0002224809,0.004159479],"genre_scores_gemma":[0.9590936,0.0002896876,0.0004654537,0.03862955,0.0000493605,0.00005340931,0.001103311,0.00001991704,0.0002957388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4448189,"threshold_uncertainty_score":0.9946914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297565152709191,"score_gpt":0.4738984669795444,"score_spread":0.3441419517086253,"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."}}