{"id":"W4403796632","doi":"10.1111/all.16366","title":"From bite to brain: Neuro‐immune interactions in food allergy","year":2024,"lang":"en","type":"review","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Medical Research Council; King's College London; King's Health Partners; Wellcome Trust; King’s College London","keywords":"Food allergy; Immune system; Allergy; Immunology; Immunoglobulin E; Disease; Medicine; Antibody; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424013,0.0007934372,0.0009177121,0.001405746,0.0002703276,0.001002409,0.0005766478,0.001133727,0.004770361],"category_scores_gemma":[0.0004352908,0.0001669618,0.0005033492,0.001149059,0.0003907146,0.001069488,0.0005960097,0.001381083,0.001610784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229202,"about_ca_system_score_gemma":0.000870175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124049,"about_ca_topic_score_gemma":0.002008542,"domain_scores_codex":[0.9998975,0.00002093417,0.00001563764,0.0000177744,0.00003582749,0.00001233754],"domain_scores_gemma":[0.9998664,0.00006975812,0.0000185665,0.000003120316,0.00003167533,0.00001045527],"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":[0.00008450232,0.00005863076,0.0002086595,0.02816627,0.0001332893,0.0003261381,0.0001160615,0.0002458125,0.001505009,0.003921253,0.03776124,0.9274732],"study_design_scores_gemma":[0.00002220845,0.0001377449,0.002012338,0.0115979,0.0001943192,0.003564447,0.0001581266,0.0000989816,0.0004373316,0.004115678,0.9776354,0.00002545622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009568498,0.9986169,0.00005070671,0.000234442,0.0001946107,0.000002534107,0.000009997311,0.000004601928,0.0007904762],"genre_scores_gemma":[0.0006486705,0.9984502,0.00006205976,0.0001811297,0.0001704402,0.000003498702,0.00001351949,7.877762e-7,0.0004697515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004770361,"threshold_uncertainty_score":0.01595849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08061027120357822,"score_gpt":0.393897276111301,"score_spread":0.3132870049077228,"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."}}