{"id":"W4387472417","doi":"10.1111/all.15902","title":"<scp>EAACI</scp> guidelines on the diagnosis of <scp>IgE</scp>‐mediated food allergy","year":2023,"lang":"en","type":"article","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; McMaster University","funders":"Allergy Therapeutics; National Institutes of Health; Biotechnology and Biological Sciences Research Council; Rosetrees Trust; King's College London; European Academy of Allergy and Clinical Immunology; Asthma and Lung UK; National Institute for Health and Care Research; Food Allergy Research and Education; National Institute of Allergy and Infectious Diseases; Medical Research Council; Immune Tolerance Network","keywords":"Food allergy; Medicine; Allergy; Immunoglobulin E; Immunology; Food hypersensitivity; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008730535,0.0004844352,0.0007042875,0.0005776937,0.0002781572,0.0000478722,0.0007526077,0.0003639245,0.0003024076],"category_scores_gemma":[0.009327265,0.0003382931,0.0004503343,0.001941627,0.0003183631,0.0001068798,0.000350972,0.000642345,0.001120798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005635658,"about_ca_system_score_gemma":0.0002652023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274255,"about_ca_topic_score_gemma":0.0005816382,"domain_scores_codex":[0.9956307,0.0002225743,0.0008819061,0.0007161697,0.001430705,0.00111788],"domain_scores_gemma":[0.9936298,0.00389301,0.0002428301,0.001096945,0.0007025755,0.0004348228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005068024,0.0006400954,0.0009132238,0.0001267006,0.00219764,0.0001961859,0.0009724915,0.0003598811,0.003187635,0.008555523,0.9763225,0.006477498],"study_design_scores_gemma":[0.00156835,0.002191672,0.01643866,0.0002772587,0.00001060707,0.00001402369,0.001800385,0.0008898709,0.01818467,0.0007639531,0.9577728,0.00008778799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448874,0.002872283,0.00001146645,0.0118859,0.0005532333,0.0006563888,0.0001106341,0.0004361647,0.03858654],"genre_scores_gemma":[0.9529561,0.01698397,0.000135473,0.00427489,0.001029758,0.0005102413,0.0004747346,0.0001886223,0.02344623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854968,"threshold_uncertainty_score":0.9999069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07765231113973464,"score_gpt":0.3239771753590172,"score_spread":0.2463248642192826,"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."}}