{"id":"W111781975","doi":"10.1002/9781444346855.ch16","title":"Building Health‐Literate Societies","year":2011,"lang":"en","type":"other","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health literacy; Literacy; Process (computing); Public relations; Psychological intervention; Health policy; China; Health education; Political science; Psychology; Sociology; Health care; Computer science; Medicine; Nursing; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01145,0.0006581823,0.0005777194,0.002023069,0.007249773,0.01087923,0.001708781,0.003167573,0.01547213],"category_scores_gemma":[0.01488656,0.000466899,0.0004436351,0.0008743948,0.008139605,0.01086056,0.02028524,0.004454806,0.005372451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00288201,"about_ca_system_score_gemma":0.01084518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875171,"about_ca_topic_score_gemma":0.004331191,"domain_scores_codex":[0.993938,0.003319562,0.0002096115,0.0005056527,0.001045431,0.0009817499],"domain_scores_gemma":[0.9867409,0.003607835,0.001025911,0.001637749,0.001931039,0.005056581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003740539,0.0007635158,0.01079851,0.0008019747,0.00008157335,0.0007799764,0.09243585,0.0006870105,0.002281174,0.4751911,0.1328169,0.2833251],"study_design_scores_gemma":[0.00001671775,0.0001044894,0.006855611,0.0005750625,0.00001480731,0.0002079311,0.0163095,0.0003165003,0.0004889978,0.05908874,0.9159923,0.00002944083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1093488,0.006803876,0.01373313,0.1722647,0.002111007,0.0007710128,0.0002071503,0.0004282853,0.694332],"genre_scores_gemma":[0.7006203,0.01216397,0.03537821,0.05318785,0.001405399,0.0008059003,0.0004343068,0.0002482512,0.1957559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01547213,"threshold_uncertainty_score":0.06055409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09535406368908929,"score_gpt":0.4854622097238921,"score_spread":0.3901081460348028,"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."}}