{"id":"W2545591263","doi":"10.1016/j.transproceed.2016.07.018","title":"Health Literacy, Knowledge, and Patient Satisfaction Before Kidney Transplantation","year":2016,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; St. Paul's Hospital; Red Deer Regional Hospital; Alberta Health Services","funders":"Astellas Foundation for Research on Metabolic Disorders","keywords":"Health literacy; Medicine; Numeracy; Pill; Kidney transplantation; Family medicine; Transplantation; Cohort; Population; Literacy; Patient satisfaction; Cohort study; Health care; Internal medicine; Nursing; Psychology; Environmental health","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":[0.0008487431,0.000228238,0.0002923897,0.0002343022,0.0009158825,0.0000376916,0.00007562479,0.0001867144,0.0003568177],"category_scores_gemma":[0.00006925094,0.0001584242,0.00004514712,0.0002817205,0.00006409649,0.002981233,0.0000114845,0.000307809,0.0002135467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269317,"about_ca_system_score_gemma":0.0003633121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001711695,"about_ca_topic_score_gemma":0.00009434146,"domain_scores_codex":[0.9971479,0.0001335192,0.001540648,0.0003770505,0.0002733414,0.0005276046],"domain_scores_gemma":[0.9981515,0.0001759824,0.0006145794,0.0001035814,0.0004716191,0.0004827556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004423376,0.00004678715,0.3239541,0.005881659,0.00001350617,7.980162e-7,0.1191535,1.055367e-7,0.0005312036,0.006312549,0.004113748,0.5395497],"study_design_scores_gemma":[0.003221618,0.0003604702,0.9418373,0.002664931,0.00003239529,0.00004215214,0.0009051728,0.0001766865,0.0004574358,0.001925513,0.048061,0.0003153087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752589,0.0001252922,0.008366418,0.007314973,0.0005999046,0.001482524,0.0004308464,0.0003410205,0.006080122],"genre_scores_gemma":[0.9907148,0.001795269,0.001803798,0.004879261,0.0001196527,0.0002274519,0.000110555,0.00002468931,0.0003245181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6178833,"threshold_uncertainty_score":0.704432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968313411025332,"score_gpt":0.3791027887739212,"score_spread":0.3594196546636679,"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."}}