{"id":"W2037848969","doi":"10.1016/j.jcjd.2011.08.001","title":"An Integrated Model of Health Literacy Using Diabetes as an Exemplar","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Health literacy; Medicine; Literacy; Health care; Gerontology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029827,0.0005045963,0.0003413063,0.001663645,0.001676697,0.004446178,0.001412073,0.002145544,0.01304863],"category_scores_gemma":[0.002942638,0.0003388474,0.001004164,0.001693611,0.003053891,0.005725,0.002643166,0.001844831,0.001021263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003156485,"about_ca_system_score_gemma":0.003648817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246572,"about_ca_topic_score_gemma":0.02002114,"domain_scores_codex":[0.9989879,0.0005166072,0.00003917815,0.0001367313,0.0001693534,0.0001502561],"domain_scores_gemma":[0.9982842,0.0008883593,0.00009725155,0.0001250594,0.0003812287,0.000223992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004674616,0.0002191393,0.00713122,0.00006374519,0.00004074195,0.0004751385,0.007668264,0.005784009,0.000544688,0.9618806,0.001676303,0.01446941],"study_design_scores_gemma":[0.0001118633,0.0004763831,0.01480703,0.0003326994,0.0002533408,0.001457891,0.01796445,0.1579718,0.001482949,0.7564475,0.04858556,0.0001085916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2379988,0.0005637288,0.2093823,0.02067511,0.0001571401,0.0003432767,0.0005943061,0.0004005492,0.5298848],"genre_scores_gemma":[0.9406053,0.0002483947,0.0470925,0.0004134067,0.00002425468,0.0002417042,0.0002230713,0.00002639443,0.011125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0246572,"threshold_uncertainty_score":0.04902732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171461697522511,"score_gpt":0.4320937362117668,"score_spread":0.3503791192365416,"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."}}