{"id":"W4408306843","doi":"10.2196/70112","title":"eHealth Literacy 3.0: Updating the Norman and Skinner 2006 Model","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; York University","funders":"","keywords":"eHealth; Literacy; Computer science; Health literacy; World Wide Web; Psychology; Health care; Pedagogy; Political science","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":[0.02624453,0.0007815302,0.0008582249,0.003988833,0.00132144,0.004614942,0.00246544,0.001816889,0.004067813],"category_scores_gemma":[0.07026286,0.0005532554,0.002146045,0.003043645,0.002439203,0.007163352,0.005120259,0.005280943,0.002753983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007526828,"about_ca_system_score_gemma":0.01778814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0224979,"about_ca_topic_score_gemma":0.02636564,"domain_scores_codex":[0.9766673,0.01097107,0.00254374,0.001229301,0.007898121,0.0006905172],"domain_scores_gemma":[0.9620785,0.01505784,0.001666127,0.002122535,0.01737913,0.001695913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002955305,0.0006642871,0.03823664,0.002187118,0.0001967892,0.0001861731,0.00535917,0.002178268,0.0004943538,0.1523885,0.1035209,0.6942923],"study_design_scores_gemma":[0.0002185253,0.0006231521,0.04797461,0.0109473,0.0007864904,0.001153727,0.004083102,0.01915002,0.002912357,0.1378414,0.7737837,0.0005256357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07269601,0.02014964,0.4662639,0.1584724,0.005921545,0.004691266,0.01022941,0.005814249,0.2557616],"genre_scores_gemma":[0.3899755,0.02185347,0.5156418,0.02889575,0.001033838,0.008479988,0.01054329,0.001217665,0.02235863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02624453,"threshold_uncertainty_score":0.138796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055107256418095,"score_gpt":0.5847819794642808,"score_spread":0.4792712538224713,"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."}}