{"id":"W3203220777","doi":"10.1001/jamanetworkopen.2021.27034","title":"Assessment of Health Literacy and Self-reported Readiness for Transition to Adult Care Among Adolescents and Young Adults With Spina Bifida","year":2021,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Spina bifida; Health literacy; Medicine; Literacy; Health care; Pediatrics; Young adult; Cross-sectional study; Psychology; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509815,0.0002081124,0.000301505,0.001117514,0.0003281256,0.0005878099,0.0002730362,0.000474061,0.001385353],"category_scores_gemma":[0.005837871,0.0002118379,0.0004557758,0.0006224004,0.0002835315,0.0004925855,0.0006640447,0.000718724,0.0002109086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627943,"about_ca_system_score_gemma":0.0006569257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006061026,"about_ca_topic_score_gemma":0.01139856,"domain_scores_codex":[0.9993888,0.0002055991,0.0001315745,0.00005903544,0.0001153396,0.00009967064],"domain_scores_gemma":[0.997685,0.0004141872,0.001121958,0.00005067886,0.0003299711,0.0003981767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001467604,0.00003982895,0.998385,0.000008504669,0.000009585138,0.00001506295,0.00009577064,0.00000942957,0.0000216456,0.000003148466,0.00005352772,0.001343795],"study_design_scores_gemma":[0.00000420935,0.000153804,0.9992299,0.00001684149,0.000008131658,0.0001048066,0.0002971009,0.00008136946,0.00003053011,0.000006689635,0.00006473971,0.000001963771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990166,0.0001655272,0.00005049653,0.00006719076,0.000002881307,0.00004252559,0.000309494,0.000003529678,0.000341721],"genre_scores_gemma":[0.9988887,0.0001503197,0.0002582948,0.00005206404,0.000004732843,0.00006847115,0.0004306629,7.500367e-7,0.000146012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006061026,"threshold_uncertainty_score":0.01205146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717525003587402,"score_gpt":0.4026148767229213,"score_spread":0.3754396266870473,"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."}}