{"id":"W4406597379","doi":"10.17615/c6z6-dm38","title":"Food-Specific IgG4 Is Associated with Eosinophilic Esophagitis","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"School of Medicine, University of North Carolina at Chapel Hill; National Institutes of Health; ActoGeniX; National Center for Advancing Translational Sciences; Aimmune Therapeutics; Sanofi; Valeant Pharmaceuticals International; Food Allergy Research and Education; Genentech; SRA International; Regeneron Pharmaceuticals","keywords":"Eosinophilic esophagitis; Medicine; Dermatology; Gastroenterology; Internal medicine; Disease","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001162713,0.0003866641,0.0006559769,0.0003646426,0.000247936,0.0002190125,0.0002654096,0.0002615136,0.0009587414],"category_scores_gemma":[0.0002143781,0.0003274932,0.0001444113,0.001234884,0.0005511224,0.0005481374,0.000142719,0.0004188881,0.0001141583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321426,"about_ca_system_score_gemma":0.0004721433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001664736,"about_ca_topic_score_gemma":0.00001004659,"domain_scores_codex":[0.9978136,0.00006568259,0.0004329082,0.0006239868,0.0005019968,0.0005618114],"domain_scores_gemma":[0.9983996,0.0002800513,0.000127349,0.0007961377,0.0001926223,0.0002042314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006861955,0.0006848182,0.1263569,0.0002331485,0.001378752,0.0006777121,0.001815545,0.00000217793,0.0007207039,0.6656432,0.1932598,0.008541111],"study_design_scores_gemma":[0.01298999,0.00476459,0.4910458,0.002785804,0.0007838362,0.0002726243,0.0005634248,0.00007632322,0.09765046,0.2682279,0.1194327,0.001406509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.752499,0.02961351,0.0006129215,0.03622573,0.001042752,0.001765815,0.0002983552,0.00187704,0.1760648],"genre_scores_gemma":[0.9690997,0.0000640865,0.003051207,0.008179013,0.0002323148,0.00005847172,0.0001740066,0.00007907215,0.01906211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3974153,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536088270836869,"score_gpt":0.2249347326325281,"score_spread":0.2095738499241594,"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."}}