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Record W4384942855 · doi:10.21203/rs.3.rs-3168363/v1

Oropharyngeal swelling following a ragweed sublingual immunotherapy

2023· preprint· en· W4384942855 on OpenAlexaff
Soomin Lee, Jim Yang, Erika Yue Lee

Bibliographic record

VenueResearch Square · 2023
Typepreprint
Languageen
FieldMedicine
TopicAllergic Rhinitis and Sensitization
Canadian institutionsUniversity of TorontoUniversity of Ottawa
Fundersnot available
KeywordsRagweedSublingual immunotherapyMedicineSwellingImmunotherapyDermatologyImmunologyAllergyImmune systemPathology

Abstract

fetched live from OpenAlex

Abstract Background: Sublingual immunotherapy (SLIT) is widely accepted as a safe and effective treatment for allergic rhinitis. Despite severe local and systemic reactions following SLIT are reported to be rare, it is important for patients to be educated and monitored for potential risks throughout treatment. This report presents the first documented case of severe oropharyngeal swelling following SLIT, which necessitated epinephrine treatment and termination of therapy, representing a previously unreported severe local reaction. Case Presentation: A 30-year-old man with a history of severe seasonal allergic rhinoconjunctivitis and shellfish allergy presented with severe allergic reaction to ragweed SLIT (Ragwitek). The patient had previously received grass subcutaneous immunotherapy and birch SLIT, both of which were well tolerated. On day 9 of Ragwitek SLIT, the patient experienced oropharyngeal swelling, dyspnea, and dysphagia within minutes following administration of therapy, which required epinephrine treatment to alleviate symptoms. The patient had also experienced upper respiratory tract infection symptoms a few days prior which may have exacerbated the severity of the reaction. Conclusions: This case highlights an occurrence of a rare severe local reaction following SLIT and emphasizes the importance of patient education and close monitoring, especially in those presenting with recurrent local swelling following SLIT. In addition, counselling these patients about the potential risk of oropharyngeal swelling and consideration for prescribing an epinephrine autoinjector is recommended.

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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.135
GPT teacher head0.435
Teacher spread0.300 · 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 designCase report
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

Citations0
Published2023
Admission routes1
Has abstractyes

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