The Health and Economic Outcomes of Early Egg Introduction Strategies
Notice bibliographique
Résumé
Researchers in this study modeled rates of egg allergy development and costs associated with early egg introduction (EEI) without screening compared with skin prick test (SPT) or serum-specific immunoglobulin E (sIgE) screening and delayed egg introduction.The computer simulation modeled high-risk infants with early-onset eczema in the United States, Canada, and Europe.The Markov modeling was based on published data including risks and benefits of EEI with cooked egg, eczema prevalence, 24% positive egg SPT results in infants with eczema, 6.6% annual egg tolerance development, and 5% annual inadvertent reactions to egg over a 20-year time frame. Infant cohorts were as follows: (1) EEI without screening, (2) SPT for egg sensitization in consultation with a board-certified allergist, (3) egg sIgE testing by a primary care provider, and (4) delayed egg introduction (>12 months of age) without screening. Costs considered included SPT, sIgE, allergy consultation, epinephrine autoinjectors, additional visits, and job-related opportunity costs.Egg allergy occurred in 2.5% of infants with EEI without screening versus 9.5%, 12%, and 21.4% with SPT screening, delayed introduction, and sIgE screening, respectively. Base model per patient incremental costs were $6865 US dollars for SPT by an allergist and $16 722 for sIgE by a primary care provider. Quality of life was similar across groups. Cooked EEI without screening remained the preferred strategy across multiple sensitivity analyses, including higher rates of allergy on first egg-exposure, lower rates of subsequent accidental egg reactions in children with egg allergy, lower rates of natural egg tolerance, higher rates of anaphylaxis fatality, exclusion of discount rates, and across both shorter and longer time horizons. A supplemental analysis of raw pasteurized EEI demonstrated that although this strategy was inferior to cooked EEI, raw pasteurized EEI was still preferred to screening testing (and also to delayed cooked egg introduction provided no more than 15.6% of infants reacted to initial raw pasteurized egg exposure).EEI without screening for high-risk infants resulted in the lowest percentage of infants developing egg allergy and the lowest cost. EEI after SPT screening and challenge for all positive SPT results resulted in fewer children with egg allergy and lower cost than delayed introduction.These simulations suggest that EEI without screening for egg sensitization is the preferred strategy for infants with no previous reactions to egg. SPT followed by a challenge if the SPT result is positive is associated with less egg allergy than delayed introduction, suggesting a role for limited SPT screening to facilitate early introduction in infants with eczema whose families are reluctant to introduce egg without screening. Although the modeling required making assumptions, extensive sensitivity analyses were performed and demonstrated robustness of EEI as the preferred strategy.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,005 | 0,024 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,002 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,002 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,005 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».