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Record W4404925527 · doi:10.1542/peds.2024-069114ea

Milk-Induced Anaphylaxis Among Children Presenting to Canadian Emergency Departments

2024· article· en· W4404925527 on OpenAlexaboutno aff
Madeline Sparks, Jeffrey Chambliss

Bibliographic record

VenuePEDIATRICS · 2024
Typearticle
Languageen
FieldMedicine
TopicFood Allergy and Anaphylaxis Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineAnaphylaxisEpinephrineEmergency departmentVomitingAllergyFood allergyPediatricsSensitizationAnesthesiaImmunology

Abstract

fetched live from OpenAlex

To describe the clinical presentation and management of pediatric patients with milk-induced anaphylaxis in Canadian emergency departments (EDs).This study included 3118 pediatric patients with anaphylaxis from 10 different Canadian EDs between April 2011 and May 2023.Patients were enrolled prospectively through interviews with families and retrospectively by chart review. The clinical courses of patients with anaphylaxis were recorded through a standardized form. The primary objectives were to determine risk factors for receiving 2 or more doses of epinephrine in the ED and to characterize the differences in reactions between patients < 5 years and those 5 years and older, when milk allergy may have resolved.Of the 3118 patients, 319 (10%) presented with milk-induced anaphylaxis. Of these patients, 171 (53.6%) received intramuscular epinephrine before ED arrival. Those with a known food allergy and those who received intramuscular epinephrine before ED arrival were less likely to require 2 or more epinephrine doses in the ED. Patients < 5 years were more likely to have a mild reaction (P = .005) and a faster onset of reaction (<5 minutes) (P = .003). Patients 5 years of age or older were more likely to have a moderate reaction (P = .0004) and a later onset of reaction (5 minutes to 2 hours) (P = .005). When compared with anaphylaxis from other food allergens, milk-induced anaphylaxis patients were younger (P < .001) and more commonly had symptoms of wheezing (P = .005) and vomiting. Epinephrine use in the ED and admission to the ICU was similar between milk-induced versus other food allergen anaphylaxis.Approximately half of patients with milk-induced anaphylaxis did not receive epinephrine before presenting to the ED. Prehospital administration of epinephrine was associated with a decreased risk of requiring 2 or more doses of epinephrine in the ED. This study also demonstrated patients 5 years and older were more likely to have a moderate reaction, suggesting those who do not outgrow their food allergy may experience worse reactions.This is the largest pediatric study on milk-induced anaphylaxis and highlights the importance of recognizing milk as a major cause of anaphylaxis in young children. This study also demonstrates continued underuse of epinephrine outside of the hospital. Further strategies to improve access and use of epinephrine autoinjectors in milk-induced anaphylaxis may decrease the severity and improve patient’s clinical course.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score0.889

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.302
Teacher spread0.283 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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