Precipitation and Termination of Asthmatic Attack by Intense Anxiety
Bibliographic record
Abstract
Asthma is one of the most common chronic non-communicable diseases, and characterized by airflow obstruction with variable respiratory symptoms and variable airflow limitation. Several risk factors that predispose to asthma and several triggers which are environmental factors that worsen asthma in a patient with established disease have been identified. Psychological factors can induce bronchoconstriction, and many asthmatics report worsening symptoms with stress and anxiety. We describe a patient with bronchial asthma who developed a severe asthmatic attack in response to intense anxiety. As the asthmatic attack became more severe, also the anxiety became more intense and progressed to a hysterical attack with “loss of consciousness”. This was followed, almost immediately, by termination of her asthmatic attack. To the best of our knowledge, no similar case has been previously reported. J Med Cases. 2018;9(7):226-228 doi: https://doi.org/10.14740/jmc3092w
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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.
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 source (direct Gemma or distilled Codex), 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".