{"id":"W7160636500","doi":"10.25959/29133215.v1","title":"Understanding and assessing health literacy development in primary school children","year":2024,"lang":"","type":"dissertation","venue":"University of Tasmania","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Literacy; Health education; Curriculum; Health promotion; Public health; Health equity; Health policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008140198,0.0002686762,0.0005613554,0.002308661,0.0008926233,0.002636045,0.0005589198,0.0009730648,0.001804337],"category_scores_gemma":[0.02236661,0.0004734884,0.000717908,0.001718556,0.001359214,0.001973339,0.002124305,0.001420809,0.0003030052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756998,"about_ca_system_score_gemma":0.006988481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02937111,"about_ca_topic_score_gemma":0.054293,"domain_scores_codex":[0.9968783,0.001138408,0.0004756025,0.0002445427,0.0008050089,0.0004581569],"domain_scores_gemma":[0.9902112,0.005323223,0.002042125,0.0002709066,0.00165109,0.0005015076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008309486,0.0004996964,0.7473865,0.002887505,0.0001212485,0.0005011921,0.1372631,0.0002250697,0.0007766139,0.001596362,0.002693003,0.1059667],"study_design_scores_gemma":[0.00001217816,0.0003708378,0.914604,0.002394852,0.0001157538,0.0003825462,0.07013013,0.0001639232,0.0008054668,0.0008537217,0.01013653,0.00002996205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838921,0.00352649,0.0005983742,0.001583871,0.00003652398,0.0002916493,0.0004309071,0.00001403169,0.009626031],"genre_scores_gemma":[0.9895577,0.004829682,0.003279421,0.000464623,0.00001355696,0.000485059,0.0003019233,0.000004661071,0.001063301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937111,"threshold_uncertainty_score":0.05840033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07703358305991102,"score_gpt":0.3848809958025547,"score_spread":0.3078474127426437,"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."}}