{"id":"W2962883333","doi":"10.3233/isu-180037","title":"Beyond the bench and bedside: Health literacy is fundamental to sustainable health and development","year":2019,"lang":"en","type":"article","venue":"Information Services & Use","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bench to bedside; Health literacy; Sustainable development; Literacy; Political science; Business; Knowledge management; Health care; Medicine; Economic growth; Computer science; Medical physics; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002695012,0.0002094558,0.0003159961,0.0002327388,0.001942444,0.0004000987,0.0002152153,0.0001041183,0.0004294968],"category_scores_gemma":[0.00003960928,0.0001505345,0.00002001277,0.0003680054,0.00002480912,0.01052597,0.0003967955,0.0004255431,0.0009293484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004145904,"about_ca_system_score_gemma":0.001243263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343813,"about_ca_topic_score_gemma":0.000152592,"domain_scores_codex":[0.9963084,0.0002856803,0.00203457,0.0001998249,0.0003975137,0.0007739459],"domain_scores_gemma":[0.9972712,0.0002861214,0.0009429013,0.0004257156,0.0004744303,0.0005996131],"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":[0.0001010666,0.00002405135,0.2659548,0.006748609,0.00001394288,1.052849e-7,0.6220841,0.000005660482,2.996751e-7,0.002371041,0.009680814,0.09301548],"study_design_scores_gemma":[0.0006421793,0.0001005222,0.1608411,0.0001893019,0.000001119462,0.000002321218,0.05551294,0.001012473,0.000002191129,0.0001114687,0.7814484,0.0001360158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9740454,0.0003050233,0.0003625368,0.01990427,0.0003261071,0.003320586,0.00008082063,0.00009392532,0.001561312],"genre_scores_gemma":[0.4653975,0.0001999435,0.005104038,0.5272422,0.00005627952,0.0002046848,0.0004553194,0.00001351795,0.001326489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7717676,"threshold_uncertainty_score":0.9998485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460438861979547,"score_gpt":0.3994693274582742,"score_spread":0.3748649388384787,"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."}}