{"id":"W2953433428","doi":"10.1016/j.jaci.2019.05.040","title":"Clinical onset of atopic eczema: Results from 2 nationally representative British birth cohorts followed through midlife","year":2019,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; Medical Research Council; National Institutes of Health; National Institute for Health and Care Research; National Human Genome Research Institute; Wellcome Trust; University of Pennsylvania; NIHR Cambridge Biomedical Research Centre; Economic and Social Research Council; Sanofi; European Commission; Cambridge Institute for Medical Research, University of Cambridge; Pfizer; National Eczema Association; Juvenile Diabetes Research Foundation International; Valeant Pharmaceuticals International; National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation","keywords":"Medicine; Asthma; Pediatrics; Atopy; Atopic dermatitis; Cohort; Age of onset; Cohort study; Demography; Allergy; Family history; Longitudinal study; Disease; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655161,0.0003993557,0.000648503,0.001179827,0.0009919244,0.001068014,0.0006941404,0.0006869569,0.0008894518],"category_scores_gemma":[0.003167699,0.0005856783,0.0007205108,0.001630473,0.0003770065,0.0004022725,0.00125559,0.0005745915,0.0004124311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059872,"about_ca_system_score_gemma":0.0007930872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2851945,"about_ca_topic_score_gemma":0.3482441,"domain_scores_codex":[0.998774,0.00034608,0.0001256026,0.0002908623,0.000262078,0.000201353],"domain_scores_gemma":[0.9974347,0.0002623746,0.0006511025,0.0003402818,0.0007745451,0.0005370106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659067,0.00002738285,0.9976489,0.00001599645,0.0001321677,0.00007150615,0.0004044255,0.00002614131,0.0001789388,0.00000915682,0.0002879659,0.001031445],"study_design_scores_gemma":[0.000004409249,0.00001954005,0.9995881,0.000004815261,0.00001705139,0.00005011181,0.0001320547,0.00002208798,0.00001060475,0.000002679269,0.0001465012,0.000002167151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964842,0.0005295043,0.0001202315,0.00004593521,0.00001192334,0.00002666222,0.002341495,0.000008719544,0.000431409],"genre_scores_gemma":[0.9949473,0.0003087602,0.0001713118,0.0000532311,0.000005926204,0.0000351155,0.003975187,0.000008570108,0.0004945908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2851945,"threshold_uncertainty_score":0.5670689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911010681232342,"score_gpt":0.3626467629245124,"score_spread":0.333536656112189,"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."}}