{"id":"W4410616573","doi":"10.2196/65345","title":"Digital Health Literacy in Adults With Low Reading and Writing Skills Living in Germany: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Digital health; Focus group; Literacy; Reading (process); Medical education; Psychology; eHealth; Stakeholder; Documentation; Health care; Medicine; Computer science; Pedagogy; Sociology; Public relations; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004132961,0.0004854024,0.001019828,0.002364025,0.001117827,0.001541705,0.0005897473,0.00081491,0.002693553],"category_scores_gemma":[0.004591701,0.0004934091,0.0009357977,0.002263824,0.0005777458,0.001377007,0.001386506,0.0005607874,0.00041319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145654,"about_ca_system_score_gemma":0.001623023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007545838,"about_ca_topic_score_gemma":0.01085312,"domain_scores_codex":[0.9978651,0.0007451609,0.0004113793,0.0003392443,0.0002823128,0.000356872],"domain_scores_gemma":[0.9976216,0.0008885565,0.0007055993,0.0001551907,0.0003587205,0.0002703672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007748352,0.003280901,0.8269534,0.002770703,0.0004650838,0.002225997,0.09489879,0.0001240528,0.001321304,0.000450421,0.001899452,0.06483512],"study_design_scores_gemma":[0.0001580218,0.003448616,0.8555537,0.00165116,0.0005245181,0.001999931,0.1280209,0.0004647407,0.000761406,0.0002424867,0.007084592,0.00008986704],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974641,0.0009009196,0.0002179871,0.00008389921,0.000008590246,0.0004443568,0.0003946781,0.000003833861,0.0004816828],"genre_scores_gemma":[0.9947273,0.001481868,0.0008000194,0.0004480729,0.000024134,0.001416248,0.0005277616,0.000004808578,0.000569808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007545838,"threshold_uncertainty_score":0.02185744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504216665758262,"score_gpt":0.4908640680273353,"score_spread":0.4658219013697527,"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."}}