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Record W4407694227 · doi:10.1016/j.jaip.2025.01.041

Serum Sickness–Like Reactions in Children—Is Lifelong Avoidance Indicated?

2025· review· en· W4407694227 on OpenAlexaff
Allison E. Norton, Kimberly Risma, Moshe Ben‐Shoshan

Bibliographic record

VenueThe Journal of Allergy and Clinical Immunology In Practice · 2025
Typereview
Languageen
FieldMedicine
TopicFood Allergy and Anaphylaxis Research
Canadian institutionsMontreal Children's Hospital
Fundersnot available
KeywordsMedicinePediatricsEnvironmental health

Abstract

fetched live from OpenAlex

Serum sickness-like reactions (SSLRs) consist of urticaria or urticarial-like rashes with joint pain and variable features of fever, angioedema, and gastrointestinal distress. Allergists typically evaluate patients in the clinic for an implicated medication, such as an antibiotic or vaccine. Although SSLR may be mistaken for classical serum sickness or anaphylaxis owing to overlapping clinical features, there is minimal evidence for type I or type III hypersensitivity reactions. Despite recent studies showing antibiotic allergy is rarely verified, patients rarely undergo allergy evaluation. A difficulty is that there is no agreement about challenge procedures- multiple-day dosing protocols lead to a risk for hives and joint pain that does not occur with single-day challenges. In addition, tolerance of either challenge protocol does not fully prevent rashes and repeat episodes of SSLR in all nonallergic children who used the culprit or an unrelated antibiotic again. Owing to the distressing symptoms, lack of abortive therapies, and uncertainty with challenge, many health care professionals and families may prefer to bypass allergy evaluation and continue lifelong avoidance. However, medication allergy labels may be associated with poor health outcomes. Well-designed prospective studies are needed to provide better insight into the diagnosis, effective treatments, and true recurrence rates.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.042
GPT teacher head0.424
Teacher spread0.382 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations6
Published2025
Admission routes1
Has abstractyes

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Same venueThe Journal of Allergy and Clinical Immunology In PracticeSame topicFood Allergy and Anaphylaxis ResearchFrench-language works237,207