{"id":"W4403597063","doi":"10.2196/66452","title":"Promoting Oral Health Literacy Among UAE Public Sector Employees","year":2024,"lang":"en","type":"letter","venue":"JMIR Public Health and Surveillance","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Civil servants; Cross-sectional study; Health literacy; Literacy; Environmental health; Psychology; Medicine; Political science; Computer science; Health care; Law; World Wide Web; 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":[0.002314228,0.0002140524,0.0002545303,0.000543257,0.003279053,0.001480711,0.0004445304,0.005650821,0.004126051],"category_scores_gemma":[0.008935881,0.0001986517,0.0002339484,0.000355453,0.00054622,0.0009145954,0.0009605578,0.003574496,0.001055563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369123,"about_ca_system_score_gemma":0.003377309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276017,"about_ca_topic_score_gemma":0.0380131,"domain_scores_codex":[0.9987192,0.0005705851,0.00008352985,0.00005958706,0.0002074043,0.0003596827],"domain_scores_gemma":[0.9956937,0.001412956,0.0004276146,0.0001247766,0.001056795,0.001284177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001186348,0.001116072,0.2154919,0.0003886605,0.00002845232,0.006767911,0.008875917,0.00006432617,0.002841983,0.001603805,0.6260471,0.1366552],"study_design_scores_gemma":[0.0001695154,0.001478207,0.3800439,0.002343898,0.00007501475,0.005658476,0.04165153,0.001021408,0.001778694,0.002392193,0.5632671,0.0001201216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09150964,0.002130557,0.0001661178,0.8845367,0.0021957,0.00009350046,0.0001291587,0.00005013361,0.01918855],"genre_scores_gemma":[0.3181364,0.003524635,0.0006938201,0.6608472,0.004460135,0.0002150373,0.00008375867,0.00001845293,0.01202056],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02276017,"threshold_uncertainty_score":0.04525542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0880065838927769,"score_gpt":0.4315890500734062,"score_spread":0.3435824661806293,"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."}}