Prospective Outcome Assessment of Occupational Rhinitis After Removal From Exposure
Bibliographic record
Abstract
OBJECTIVE: To conduct a prospective evaluation of clinical and quality of life (QOL) outcomes of occupational rhinitis (OR) after cessation of exposure. METHODS: We assessed changes in nasal symptoms, disease-specific QOL, nasal patency, and nasal inflammation in 20 subjects with confirmed OR. Olfactory function was assessed cross-sectionally at follow-up. RESULTS: At follow-up, a significant decrease in the number of nasal symptoms and a significant improvement in QOL were observed. There were no significant differences in nasal patency outcomes. A not significant decrease in neutrophils number in nasal fluid and a significant decrease in macrophages were observed. As a group, study subjects showed a mild olfactory dysfunction at follow-up. CONCLUSIONS: We showed that cessation of exposure to causal agent improved QOL in patients with OR, leading to relief of rhinitis-associated symptoms and improvement in well-being.
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How this classification was reachedexpand
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".