{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741093,0.0001525552,0.0002467518,0.000453973,0.0003701854,0.0002781521,0.0001247604,0.0002485583,0.005586003],"category_scores_gemma":[0.0005080662,0.00006200146,0.0001698385,0.0004509614,0.0001625058,0.00019614,0.0002292303,0.0003361443,0.0007355592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891616,"about_ca_system_score_gemma":0.0007690705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884835,"about_ca_topic_score_gemma":0.00561819,"domain_scores_codex":[0.9999007,0.00003525494,0.000007799224,0.000007638126,0.00002679944,0.00002178723],"domain_scores_gemma":[0.9998241,0.00006345965,0.00004289458,0.000004306301,0.00001606076,0.0000491815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002113585,0.001811485,0.1722285,0.001655108,0.0000662891,0.003674967,0.0007793037,0.00008905128,0.005398361,0.0006127899,0.02005435,0.7915162],"study_design_scores_gemma":[0.001110469,0.00898498,0.794663,0.002418648,0.0003617613,0.02419163,0.002387146,0.0002048395,0.007336314,0.0005975267,0.1577087,0.00003494805],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7024306,0.2419179,0.0004642523,0.003163142,0.0005339639,0.0001206895,0.0004689571,0.0001286406,0.05077184],"genre_scores_gemma":[0.8702191,0.1160433,0.0009348381,0.001420139,0.000395764,0.00007256833,0.0002923946,0.00001590895,0.01060612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005586003,"threshold_uncertainty_score":0.01868701,"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."}}