Pulmonary sarcoidosis presenting with acute respiratory distress syndrome
Bibliographic record
Abstract
Sarcoidosis is a common disease that involve almost constantly the lung. Usually the onset is insidious, and symptoms are slowly ingravescent. Very rarely, as in the case here reported, sarcoidosis can cause an acute respiratory failure with acute respiratory distress syndrome (ARDS). A 20-year-old girl from Pakistan presented for acute fatigue, fever, and cough with a chest X-ray displayed the micronodular interstitial disease. Despite of anti-tuberculosis therapy, ARDS developed in a few days requiring continuous positive airway pressure treatment. Examinations on transbronchial specimens obtained by bronchoscopy permitted to reach the diagnosis of sarcoidosis and steroid therapy improved rapidly clinical conditions. This is the first case report reported in Europe that confirms the rare onset of sarcoidosis as ARDS. Steroid therapy allows to cure rapidly this severe complication.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 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".