{"id":"W3199556626","doi":"10.2196/24144","title":"eHealth Literacy and Beliefs About Medicines Among Taiwanese College Students: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Intelligent Electronic Commerce Research Center, National Sun Yat-Sen University","keywords":"eHealth; Health literacy; Literacy; Psychology; Cross-sectional study; Medicine; Medical education; Family medicine; Gerontology; Health care; Pedagogy","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":[0.0007213218,0.0002183155,0.000308933,0.0008335515,0.0005386732,0.0006312564,0.0002411461,0.0005410371,0.002114458],"category_scores_gemma":[0.001739206,0.0003272721,0.0004305634,0.0008795668,0.0003275565,0.0005624439,0.0004919535,0.0007591901,0.0003005101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884688,"about_ca_system_score_gemma":0.0004885419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216843,"about_ca_topic_score_gemma":0.01005029,"domain_scores_codex":[0.9996394,0.00005910484,0.00005963701,0.0000609132,0.00009705824,0.0000840384],"domain_scores_gemma":[0.9988024,0.000201587,0.0004444876,0.00006572932,0.0001871026,0.0002987514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002722212,0.0001729036,0.9980837,0.00001386722,0.00002150407,0.00005686377,0.0005050962,0.000006553652,0.0001094965,0.000008528999,0.00006058488,0.0009336959],"study_design_scores_gemma":[0.00000543636,0.0001743162,0.9982482,0.00001157121,0.00001966002,0.0001075927,0.001178552,0.00007131355,0.00004627486,0.000009828555,0.0001232376,0.000003948625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995627,0.00005653127,0.00002105655,0.00002996635,0.000001810386,0.00001396708,0.00007825733,0.000001063873,0.0002347605],"genre_scores_gemma":[0.999544,0.00006116496,0.00004473989,0.00005161611,0.000003999327,0.00001865374,0.0001075632,6.987881e-7,0.000167519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007216843,"threshold_uncertainty_score":0.01434964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349672796763578,"score_gpt":0.4963962008854069,"score_spread":0.4628994729177711,"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."}}