{"id":"W4406597364","doi":"10.17615/kh1d-b387","title":"Phenotypic Characterization of Eosinophilic Esophagitis in a Large Multicenter Patient Population from the Consortium for Food Allergy Research","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institutes of Health; Astellas Pharma; Rare Diseases Clinical Research Network; Astellas Pharma Global Development; Aimmune Therapeutics; Regeneron Pharmaceuticals; American Partnership for Eosinophilic Disorders; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; Food Allergy Research and Education; Patient-Centered Outcomes Research Institute; Immune Tolerance Network; Genentech; Valeant Pharmaceuticals International; Sanofi; National Institute of Allergy and Infectious Diseases; Celgene; SRA International; GlaxoSmithKline","keywords":"Eosinophilic esophagitis; Food allergy; Allergy; Multicenter study; Phenotype; Population; Eosinophilic; Medicine; Dermatology; Biology; Immunology; Internal medicine; Environmental health; Pathology; Genetics; Disease; Gene; Randomized controlled trial","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":[0.0002350082,0.0001458653,0.000319744,0.0002512701,0.0001362711,0.00005700113,0.0001554194,0.000134261,0.0001139337],"category_scores_gemma":[0.0006367699,0.0001159161,0.00007611723,0.0005082862,0.0001618566,0.0003129954,0.0001352823,0.0002173999,0.000004338265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006801834,"about_ca_system_score_gemma":0.0001594138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002344431,"about_ca_topic_score_gemma":0.000278147,"domain_scores_codex":[0.9983186,0.000179081,0.0005327573,0.000320171,0.0003194087,0.0003299728],"domain_scores_gemma":[0.998534,0.0006572759,0.0001246165,0.0004243416,0.0002110248,0.00004874008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0020775,0.001116808,0.6202042,0.0003861936,0.0003548936,0.00001322957,0.007983063,0.00000537194,0.0194725,0.3321871,0.001444822,0.01475438],"study_design_scores_gemma":[0.003129397,0.0003701883,0.9358085,0.0004367107,0.00003015738,7.662959e-7,0.00042854,0.0005560564,0.02414055,0.0318702,0.003128063,0.0001008811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901924,0.001424738,0.0004801185,0.005211763,0.0002847439,0.001541359,0.0004833583,0.00004697567,0.0003345533],"genre_scores_gemma":[0.9959509,0.00002049167,0.001122482,0.001098105,0.0001297187,0.0001817887,0.001205122,0.00002591825,0.0002654335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156043,"threshold_uncertainty_score":0.4726923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825022444252426,"score_gpt":0.2939716222298429,"score_spread":0.2657213977873186,"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."}}