{"id":"W4406597381","doi":"10.17615/3rv5-fp87","title":"Epicutaneous immunotherapy for the treatment of peanut allergy in children and young adults","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Food Allergy and Anaphylaxis Research","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 Institute of Allergy and Infectious Diseases; National Institutes of Health; European Academy of Allergy and Clinical Immunology; Astellas Pharma; Sanofi; ActoGeniX; Icahn School of Medicine at Mount Sinai; AstraZeneca; Aimmune Therapeutics; Regeneron Pharmaceuticals; SRA International; Danone; Genentech; Valeant Pharmaceuticals International; Johns Hopkins University","keywords":"Peanut allergy; Immunotherapy; Allergy; Medicine; Oral immunotherapy; Immunology; Pediatrics; Food allergy; Immune system","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":[0.0000374183,0.00008690989,0.0001762049,0.00009325934,0.00006797683,0.00002147401,0.00006927187,0.0000457029,0.0000385721],"category_scores_gemma":[0.00002425991,0.00005121704,0.00005783392,0.0001319544,0.0001505695,0.00004930872,0.00001647358,0.00004695019,5.371642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001386152,"about_ca_system_score_gemma":0.00008092409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00034992,"about_ca_topic_score_gemma":0.0001948392,"domain_scores_codex":[0.999492,0.00001811729,0.0001387053,0.0001320555,0.0000779969,0.0001410777],"domain_scores_gemma":[0.9995798,0.0001853666,0.00002151099,0.0001723254,0.00001889015,0.00002203594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01294428,0.001688968,0.1191569,0.0002057845,0.002862663,0.00003723189,0.009010757,0.00002433901,0.001072117,0.3091712,0.003486491,0.5403392],"study_design_scores_gemma":[0.01683703,0.007541889,0.8014844,0.0004286765,0.00002630892,0.00007173914,0.001610943,0.0008548906,0.02023079,0.03017006,0.1204576,0.000285617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560166,0.03569007,0.00008674739,0.004886948,0.00008168402,0.000893935,0.00002163765,0.00002636308,0.002296002],"genre_scores_gemma":[0.9885116,0.004128397,0.0007102592,0.0001605868,0.00005880521,0.00006149273,0.00003681448,0.00001054381,0.00632153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6823274,"threshold_uncertainty_score":0.208857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892103091247165,"score_gpt":0.2551073864370159,"score_spread":0.2461863555245442,"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."}}