The Aeromedical Management of Allergic Rhinitis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
INTRODUCTION: Allergic rhinitis is a prevalent condition warranting special aeromedical consideration due to its potential for acute and painful manifestations involving the middle ear or paranasal sinuses during rapid barometric pressure changes. Although second generation antihistamines and intranasal steroids are safe and effective treatments for this common condition, aeromedical management varies. METHODS: An aeromedical policy review of 14 public access civil and military data repositories was undertaken. Policy within a convenience sample of nine countries (Australia, Canada, Croatia, France, New Zealand, Norway, Sweden, United Kingdom, and United States) was further ascertained through subject matter expert consultation. A convenience sample of recent primary care review articles and ENT guidelines were reviewed in order to substantiate the evidence basis for aeromedical practices. RESULTS: Policies range from disqualification of flight applicants with any history of allergic rhinitis to the authorization of short-term, select undeclared medication use for the management of mild symptoms, with military authorities applying a more conservative approach. A range of intranasal and oral therapies are approved and requirements for waiver vary across most authorities. DISCUSSION: Variation in practices must be considered when managing flight crews as part of military coalition peacetime and combat operations, as well as for international civil aviation missions conducted in support of natural disaster relief, rescue, and other stability efforts. Standardization of approved therapies for allergic rhinitis could be a useful starting point for the harmonization of aeromedical global policies in the future. Beneficial national specific policy updates may be undertaken on the basis of international experience.Powell-Dunford N, Reese C, Bushby A, Munkeby BH, Coste S, Pezer VL, Rosenkvist L. The aeromedical management of allergic rhinitis. Aerosp Med Hum Perform. 2018; 89(5):453-463.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it