{"id":"W2744462417","doi":"10.3389/feduc.2017.00040","title":"Critical Health Literacy in 3D","year":2017,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health literacy; Critical literacy; Literacy; Sociology; Health equity; Social practice; Empowerment; Public relations; Critical consciousness; Context (archaeology); Psychology; Pedagogy; Political science; Medicine; Public health; Health care; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242666,0.00009657026,0.0002408477,0.000276071,0.0009188516,0.00006832985,0.0003010884,0.0001418972,0.0002794393],"category_scores_gemma":[0.002343809,0.00009453439,0.00002174845,0.0001334167,0.00007139663,0.002640539,0.00005816337,0.0006707828,0.0001167879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008050425,"about_ca_system_score_gemma":0.002202063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150379,"about_ca_topic_score_gemma":0.0001768285,"domain_scores_codex":[0.9974163,0.0005066115,0.001236307,0.0002170364,0.0001417578,0.000482032],"domain_scores_gemma":[0.9984104,0.0001369848,0.0004534068,0.0006409095,0.000182703,0.0001756178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002028016,0.0001177443,0.6789736,0.0003501365,4.676001e-7,1.213094e-7,0.008557848,5.278972e-7,1.191847e-7,0.001184165,0.04053875,0.2702562],"study_design_scores_gemma":[0.0003295463,0.00001484957,0.8128917,0.0004676336,6.080856e-7,2.146389e-7,0.002593773,0.002360341,4.759634e-7,0.004624924,0.1766376,0.00007832381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7471825,0.002584548,0.02754517,0.06396914,0.04975681,0.003396215,0.00004812098,0.0001316293,0.1053859],"genre_scores_gemma":[0.913813,0.0002092672,0.0695827,0.01417425,0.0004812341,0.0003564313,0.00006893232,0.00001291551,0.001301272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2701779,"threshold_uncertainty_score":0.7067157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034376442684433,"score_gpt":0.5246559440827155,"score_spread":0.4843121796558712,"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."}}