{"id":"W4389462468","doi":"10.3928/24748307-20231119-01","title":"New Directions for Health Literacy Research","year":2023,"lang":"en","type":"article","venue":"HLRP Health Literacy Research and Practice","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Canada","keywords":"Health literacy; Literacy; Psychology; Sociology; Political science; Pedagogy; Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08666022,0.001740869,0.004955683,0.008010732,0.004730488,0.01952837,0.007221713,0.01865154,0.05236455],"category_scores_gemma":[0.09936084,0.001565947,0.003592153,0.00482719,0.01731985,0.03877242,0.008775997,0.01942228,0.005589901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009797592,"about_ca_system_score_gemma":0.04447551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415589,"about_ca_topic_score_gemma":0.02221548,"domain_scores_codex":[0.9739001,0.01735761,0.001812976,0.001924568,0.002995451,0.0020092],"domain_scores_gemma":[0.706561,0.2351678,0.00454499,0.007387575,0.02919197,0.01714667],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008881031,0.002375022,0.01019467,0.01013378,0.0003840878,0.0005949946,0.00633909,0.0006917659,0.0007855617,0.2540511,0.2172894,0.4962724],"study_design_scores_gemma":[0.0006771457,0.000738968,0.007069378,0.03097226,0.0005089602,0.0005424722,0.03056174,0.001593859,0.0004976384,0.5485408,0.3779633,0.0003335272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002406397,0.2702184,0.009725867,0.6877967,0.01082508,0.0002468184,0.0004595103,0.0002640662,0.01805718],"genre_scores_gemma":[0.1033172,0.40282,0.08696088,0.3497032,0.03895834,0.003828779,0.001630782,0.0002248071,0.01255597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9133398,"threshold_uncertainty_score":0.4583085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4374865524706463,"score_gpt":0.7019954445668923,"score_spread":0.2645088920962461,"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."}}