{"id":"W3201772056","doi":"10.1371/journal.pone.0258219","title":"The epidemiology of atopic dermatitis in older adults: A population-based study in the United Kingdom","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Aging; University of California, San Francisco; National Institutes of Health; University of Pennsylvania; Wellcome Trust; Valeant Pharmaceuticals International; Wellcome; Sanofi; Pfizer","keywords":"Epidemiology; Atopic dermatitis; Medicine; Population based study; Gerontology; Demography; Environmental health; Dermatology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003277739,0.00006670201,0.0002946619,0.00009110721,0.00004599732,0.000002120626,0.00008996959,0.00005630575,0.00004919537],"category_scores_gemma":[0.002227201,0.0000407751,0.00003496905,0.000385498,0.00004472894,0.00001746847,0.00001690536,0.0001635168,0.000004461939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001818093,"about_ca_system_score_gemma":0.00006121489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005090327,"about_ca_topic_score_gemma":0.001591959,"domain_scores_codex":[0.9984378,0.0007988536,0.0003716292,0.0001202888,0.0001274214,0.0001439656],"domain_scores_gemma":[0.9976332,0.001889974,0.00007809075,0.0003026517,0.0000718795,0.00002416744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004094116,0.002831535,0.9958281,0.0001128661,0.00005830041,0.0001357346,0.0005852681,0.00001029087,0.000002462538,0.0002282748,0.0001018881,0.00006433612],"study_design_scores_gemma":[0.00202615,0.00003569806,0.9951718,0.0004309173,0.00008211482,0.000006248664,0.0009647252,0.0008747535,0.00006692993,0.0002890453,0.00001423412,0.00003741809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922568,0.0006580222,0.000004867758,0.006499496,0.00001777866,0.000476385,0.000003561903,0.00000997853,0.00007311504],"genre_scores_gemma":[0.9969242,0.00001596942,0.00007851963,0.002790485,0.00001512775,0.0000830476,0.00007166537,0.000005100728,0.00001594737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004667343,"threshold_uncertainty_score":0.2666328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06507395788569707,"score_gpt":0.3131251582988099,"score_spread":0.2480512004131128,"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."}}