{"id":"W2943983291","doi":"10.1097/prs.0000000000005209","title":"Universal Measures of Support Are Needed: A Cross-Sectional Study of Health Literacy in Patients with Dupuytren’s Disease","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Health literacy; Medicine; Fluency; Cross-sectional study; Health care; Literacy; Logistic regression; Numeracy; Odds ratio; Family medicine; Gerontology; Psychology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002219275,0.0001547852,0.0002993691,0.0007361387,0.0004629946,0.000710626,0.0002109719,0.0005433226,0.001885073],"category_scores_gemma":[0.007205882,0.0002168412,0.0004577907,0.000731527,0.000278461,0.0007694323,0.0006146887,0.0007410093,0.0002246236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306369,"about_ca_system_score_gemma":0.0003940454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099608,"about_ca_topic_score_gemma":0.002829755,"domain_scores_codex":[0.9988207,0.0005695063,0.0001748378,0.0001141025,0.0001641607,0.0001567045],"domain_scores_gemma":[0.9972983,0.0009079831,0.0009653741,0.0001657702,0.0002639974,0.0003985694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001709266,0.00004770859,0.9987975,0.000008104123,0.00001556546,0.00002380327,0.000196177,0.000009267405,0.00003312139,0.000007126073,0.00004356748,0.0008009395],"study_design_scores_gemma":[0.000005609448,0.0001721589,0.9986701,0.0000157692,0.00001690597,0.0001898098,0.000608537,0.0001165758,0.00002406386,0.00001397864,0.0001635492,0.000002886026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992918,0.0001334532,0.0000603216,0.00009636671,0.000003681863,0.00001399976,0.0001444102,0.00000100312,0.0002549567],"genre_scores_gemma":[0.9997095,0.00003077083,0.00005504128,0.0000569192,0.000003301554,0.00001449353,0.00009281156,3.006602e-7,0.00003676003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002219275,"threshold_uncertainty_score":0.01173681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676137849480555,"score_gpt":0.2603260463798413,"score_spread":0.2435646678850358,"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."}}