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Record W4404948034 · doi:10.1016/j.jaip.2024.11.022

Guiding Drug Provocation Testing for Ibuprofen Hypersensitivity in a Pediatric Population: Development of the I3A Risk-Stratification Tool

2024· article· en· W4404948034 on OpenAlexafffund
Florian Stehlin, Connor Prosty, Angela Mulé, Ibtihal Al-Otaibi, Luca Delli Colli, Judy Gaffar, Joshua Yu, Derek Lanoue, Ana Maria Copaescu, Moshe Ben‐Shoshan

Bibliographic record

VenueThe Journal of Allergy and Clinical Immunology In Practice · 2024
Typearticle
Languageen
FieldMedicine
TopicDrug-Induced Adverse Reactions
Canadian institutionsMcMaster UniversityUniversité de MontréalMcGill University Health Centre
FundersFondation de l'Hôpital Général de MontréalMcGill UniversityCentre Hospitalier Universitaire VaudoisUniversity of MelbourneMcGill University Health CentreInstitut de recherche, Centre universitaire de santé McGill
KeywordsMedicineProvocation testIbuprofenRisk stratificationDrugStratification (seeds)Intensive care medicinePopulationInternal medicinePharmacologyAlternative medicinePathologyEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: Ibuprofen is a main cause of drug hypersensitivity reactions in children. The gold standard for diagnosis is the drug provocation test (DPT). OBJECTIVE: We aimed to create a clinical risk-stratification tool to guide this high-risk procedure. METHODS: We prospectively recruited children with suspected ibuprofen hypersensitivity between January 2017 and March 2024. Using stepwise bidirectional multivariable logistic regression, we calculated a predictive score for a positive ibuprofen DPT. RESULTS: Eighty-two patients with a median age of 5.9 years (interquartile range: 3.4-11.1 years) had an ibuprofen DPT. Eighteen (22.0%) patients had a positive challenge, with an anaphylactic reaction for 11 (61.1%). The I3A score (acronym for ibuprofen, 3As: angioedema, anaphylaxis, age, cutoff of 3) encompasses the following items: angioedema (2 points), anaphylaxis (1 point), and age at reaction ≥10 years old (1 point). The area under the curve of the I3A score was 0.84, and the optimal cutoff of <3 conferred a sensitivity of 84.4% (95% confidence interval [CI]: 66.7%-100.0%) and a specificity of 83.3% (95% CI: 75.0%-92.2%). The negative predictive value was estimated at 94.7% (95% CI: 90.0%-100.0%), and the positive predictive value at 60.0% (95% CI: 46.2%-76.2%). The relative risk of reacting to a challenge in the group I3A 3-4 compared with 0-2 was 11.4 (95% CI: 3.62%-35.7%, P < .001). Anaphylaxis after DPT was observed in 9 of 25 (36.0% [95% CI: 16.0%-56.0%]) in the high-risk group as compared with 2 of 57 (3.5% [95% CI: 0.0%-8.8%]) in the low-risk group (relative risk 10.3 [95% CI: 2.4%-43.5%]). CONCLUSIONS: We generated a risk-stratification tool to identify children at low risk of reacting to ibuprofen challenges. Further validation is required in external cohorts.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.832
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.076
GPT teacher head0.382
Teacher spread0.306 · 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 teacher head, not a consensus.

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

Citations6
Published2024
Admission routes2
Has abstractyes

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