{"id":"W4416852375","doi":"10.1111/pai.70251","title":"Eating away at food allergy","year":2025,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; McMaster University","funders":"Hospital for Sick Children; Regeneron Pharmaceuticals; Sanofi","keywords":"Food allergy; Ingestion; Sensitization; Allergy; Oral immunotherapy; Quality of life (healthcare); Food allergens; Oral food challenge; Public health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006083861,0.0003130835,0.0003663026,0.0003855426,0.001323437,0.001354124,0.0002909134,0.001191329,0.03790554],"category_scores_gemma":[0.002228817,0.0001268534,0.0006151361,0.0003773619,0.0003749774,0.0009135712,0.0007884409,0.001881812,0.007146986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885148,"about_ca_system_score_gemma":0.0006785046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566257,"about_ca_topic_score_gemma":0.003689861,"domain_scores_codex":[0.9995378,0.0001060124,0.00001868979,0.00006370569,0.0001593186,0.0001144488],"domain_scores_gemma":[0.9990581,0.0001851318,0.0001331698,0.00005748493,0.000207074,0.0003590263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004619304,0.0008572027,0.1113332,0.0009662483,0.0001901825,0.004072506,0.001547856,0.00006543573,0.002589948,0.007146209,0.2826746,0.5880947],"study_design_scores_gemma":[0.00006742071,0.000609152,0.158993,0.00223756,0.0002292349,0.01727758,0.002887131,0.0001051825,0.0009742321,0.006393034,0.810176,0.00005038308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2318719,0.1292436,0.003019725,0.1278716,0.01573135,0.0001878216,0.002250667,0.0005462602,0.4892772],"genre_scores_gemma":[0.5984721,0.1008241,0.003464199,0.08273988,0.005955479,0.0001086723,0.001989998,0.0002023923,0.2062432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03790554,"threshold_uncertainty_score":0.1268067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190987862557446,"score_gpt":0.2640277063700744,"score_spread":0.2521178277444999,"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."}}