Exacerbation of asthma secondary to fentanyl transdermal patch: Table 1
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
Asthma is a common chronic inflammatory disorder of the airways associated with hyperresponsiveness, reversible airflow limitation and respiratory symptoms.1 All patients with asthma are at risk for exacerbations that may range from mild to life threatening. Different triggers cause asthma exacerbation by inducing airway inflammation and/or provoking bronchospasm. Allergen-induced bronchospasm results from IgE-dependent release of mediators including histamine, prostaglandins and leukotrienes.2 Opiates are commonly used to treat chronic pain.3 Although hypersensitivity to opiates or accumulation of opiates can cause respiratory depression, opiates are also used in the management of cough and dyspnoea associated with advanced COPD and heart failure.4(,)5 Here, a report is presented on a patient who developed persistent exacerbation of underlying stable asthma after initiating fentanyl transdermal therapy for chronic low back pain. He underwent extensive investigations and a detailed reassessment of history, especially medication history, led to the possible causative factor; once recognised, removal of the offending agent (fenatnyl) resulted in complete improvement in his symptoms within 72 h.
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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) | 0.001 | 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