{"id":"W4385264427","doi":"10.1111/all.15821","title":"Real‐life evaluation of tolerance to foods with precautionary allergen labeling in children with <scp>IgE</scp>‐mediated food allergy","year":2023,"lang":"en","type":"letter","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé","keywords":"Food allergy; Allergen; Allergy; Food allergens; Immunoglobulin E; Immunology; Medicine; Egg allergy; Food science; Chemistry; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002357635,0.0004563562,0.0004961293,0.000617818,0.0005166034,0.0008875466,0.0004856543,0.000870163,0.002372688],"category_scores_gemma":[0.008087932,0.0003363892,0.0007926491,0.0006978817,0.0004113531,0.000961823,0.0009300639,0.001223104,0.0005645184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009892733,"about_ca_system_score_gemma":0.000439529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640024,"about_ca_topic_score_gemma":0.003357786,"domain_scores_codex":[0.9979174,0.0009310295,0.0002548995,0.0002889866,0.0003440912,0.0002636483],"domain_scores_gemma":[0.9950727,0.001058271,0.002478822,0.000177883,0.0005071083,0.000705156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004256767,0.0003823517,0.9949214,0.0000813856,0.00003601905,0.0001760602,0.0005166365,0.0001052267,0.0000827334,0.00002294146,0.0003897201,0.002859869],"study_design_scores_gemma":[0.00003461142,0.002128171,0.9947195,0.0000561839,0.00003720545,0.0006457003,0.001052365,0.0005661838,0.0001301229,0.00004343432,0.0005651976,0.00002126015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984584,0.0002883478,0.0000767265,0.00008853766,0.000006132938,0.00005282113,0.0006112342,0.000005215173,0.0004125429],"genre_scores_gemma":[0.9982735,0.0002543714,0.000385842,0.00007593311,0.00001418926,0.00011048,0.0007549306,0.000002949094,0.0001278398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003640024,"threshold_uncertainty_score":0.01246852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624152293963023,"score_gpt":0.2934431960393832,"score_spread":0.2572016730997529,"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."}}