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Record W2751348284 · doi:10.1164/rccm.201706-1249le

Deficient Immune Response to Viral Infections in Children Predicts Later Asthma Persistence

2017· letter· en· W2751348284 on OpenAlexaff
Simonetta Baraldo, Marco Contoli, Matteo Bonato, Deborah Snijders, Davide Biondini, Erica Bazzan, Manuel G. Cosío, Angelo Barbato, Alberto Papi, Marina Saetta

Bibliographic record

VenueAmerican Journal of Respiratory and Critical Care Medicine · 2017
Typeletter
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsMcGill University
Fundersnot available
KeywordsMedicinePersistence (discontinuity)AsthmaImmune systemImmunologyVirology

Abstract

fetched live from OpenAlex

Rhinovirus infection is the most frequent cause of asthma exacerbations in children, and respiratory viral infections in early life have been associated with increased risk for asthma later on (1). However, the mechanisms driving this association are incompletely understood. We recently showed that deficient antiviral immune responses by bronchial epithelium, with decreased rhinovirus-induced IFN production and increased viral replication, are already present in preschool children with asthma (with or without atopy) and in atopic children without asthma (2). Our original cohort of 34 children was prospectively followed for 8 years to investigate whether the impaired rhinovirus- induced IFN production seen in the original population could be a risk factor for the development of asthma later in life (as diagnosed by a respiratory pediatrician blinded to antiviral response data). \nOur results seem to confirm this possibility. Analyses of epithelial IFN production and viral replication along with epithelial destruction and eosinophil counts in bronchial biopsies were performed as previously reported (2). Follow-up data were available for 27 children: 62% of children with asthma at baseline remained asthmatic at follow-up, whereas 21% of children with no asthma at baseline developed asthma.

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)0.003
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 score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0030.002
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 head0.013
GPT teacher head0.294
Teacher spread0.281 · 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

Citations17
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueAmerican Journal of Respiratory and Critical Care Medicine→Same topicAsthma and respiratory diseases→French-language works237,207→