{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007357341,0.0004484654,0.0004907696,0.001247823,0.001548034,0.001269935,0.0005024329,0.0005663486,0.002599224],"category_scores_gemma":[0.002937483,0.0002190476,0.000286795,0.001566021,0.0005095998,0.000689627,0.001039272,0.0004511833,0.0004851301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527013,"about_ca_system_score_gemma":0.0004918023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174524,"about_ca_topic_score_gemma":0.003796589,"domain_scores_codex":[0.9990267,0.0002975246,0.00008832485,0.0002613303,0.0001386826,0.0001874772],"domain_scores_gemma":[0.9989017,0.0001781543,0.0003038926,0.0001320546,0.0001961584,0.0002879849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002751301,0.0001055632,0.995402,0.000008573075,0.0000287209,0.0005867395,0.0003280774,0.00001902912,0.001055867,0.0000336537,0.0004461917,0.001710486],"study_design_scores_gemma":[0.00003103278,0.0001843636,0.9946661,0.000009874313,0.00003842012,0.002787109,0.001347877,0.0001543548,0.0002603487,0.00004324001,0.0004679917,0.000009427007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992474,0.00005165244,0.00004583206,0.00004912436,0.000002032646,0.000009646694,0.0002791293,0.000004072205,0.0003111549],"genre_scores_gemma":[0.9989452,0.00005071893,0.00007121621,0.00009002478,0.00001426039,0.00001780157,0.0006591679,0.000007217456,0.0001443912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004174524,"threshold_uncertainty_score":0.008695245,"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."}}