{"id":"W3036361587","doi":"10.5430/jnep.v10n9p72","title":"Health literacy and optimizing education materials in a surgical population","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Medicine; Patient education; Literacy; Population; Family medicine; Psychology; Health care; Environmental health","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":[0.0008774695,0.0001190836,0.0001915911,0.0007097052,0.000220331,0.0005618586,0.0001230382,0.0003300155,0.002648408],"category_scores_gemma":[0.00825234,0.00008984993,0.0002136312,0.000489191,0.0002410675,0.0005912371,0.0005409904,0.0003309046,0.0002304746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067985,"about_ca_system_score_gemma":0.0003869208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007197034,"about_ca_topic_score_gemma":0.0007199813,"domain_scores_codex":[0.9992751,0.0002673104,0.0000901211,0.00005234885,0.0001733204,0.000141714],"domain_scores_gemma":[0.9970408,0.001138233,0.001295307,0.00005024597,0.0001833296,0.0002921477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009708528,0.0002894147,0.9805347,0.00007879778,0.00002470553,0.0002345556,0.000732191,0.00006663975,0.0003753429,0.00004702463,0.000225402,0.01729417],"study_design_scores_gemma":[0.00001038463,0.0006474501,0.9959683,0.00006465035,0.00001823971,0.0008013693,0.001345429,0.000212411,0.0001967028,0.0000842694,0.0006439994,0.000006740314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988126,0.000211633,0.00006270564,0.0001674429,0.00000367808,0.0000070252,0.00003345679,0.000001661394,0.0006997979],"genre_scores_gemma":[0.999592,0.0001041741,0.00008415745,0.00005815462,0.000006115112,0.000006554555,0.00003640338,5.307754e-7,0.0001119181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002648408,"threshold_uncertainty_score":0.008859813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431016401874441,"score_gpt":0.578474818796447,"score_spread":0.4353731786090029,"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."}}