{"id":"W2155740440","doi":"10.3899/jrheum.110406","title":"Health Literacy: What Is It and Why Is It Important to Measure?","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Health literacy; Numeracy; Medicine; Health care; Context (archaeology); Relevance (law); Medical education; Literacy; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008328217,0.0001757758,0.0006807198,0.0002072862,0.0007267017,0.00003260076,0.0004216513,0.0001763845,0.002549828],"category_scores_gemma":[0.0003783334,0.0001051388,0.00007499312,0.0002328134,0.000088302,0.001810966,0.000136089,0.0009832312,0.000245011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105091,"about_ca_system_score_gemma":0.0007999044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152169,"about_ca_topic_score_gemma":0.0002542958,"domain_scores_codex":[0.9941705,0.001384902,0.00339711,0.0001395371,0.0003166701,0.0005912953],"domain_scores_gemma":[0.9952459,0.0006355474,0.002430639,0.0004401516,0.0007331879,0.0005146077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005665472,0.00005827425,0.2851879,0.0005164643,0.00004632667,0.000001494594,0.3639093,1.603037e-7,0.00000209179,0.0004572229,0.3253843,0.02386984],"study_design_scores_gemma":[0.00266922,0.001050272,0.07050658,0.004531499,0.00005244387,0.001892367,0.05320464,0.0005392422,0.00004417166,0.004986436,0.8601155,0.0004075949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458057,0.003714497,0.003471503,0.2431836,0.001810313,0.0007381735,0.00001615986,0.00001876615,0.001241267],"genre_scores_gemma":[0.686938,0.01177426,0.002074147,0.2989039,0.00003217225,0.00001186531,0.000001700671,0.00001717933,0.0002467742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5347312,"threshold_uncertainty_score":0.998362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09964512492235217,"score_gpt":0.4335092277323215,"score_spread":0.3338641028099693,"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."}}