Adult-Onset Asthma Associated With Simultaneous Conjunctival, Eyelid, and Orbital Xanthogranulomatosis Responsive to Systemic Immunosuppression
Bibliographic record
Abstract
Adult xanthogranulomatous disease involving the ocular or orbital tissues is rare. The authors present a 63-year-old asthmatic woman with progressive left eyelid ptosis and fatigue in whom this diagnosis was clinically suspected on the basis of the characteristic waxy indurated yellow periocular and conjunctival lesions. These findings prompted an incisional biopsy which found evidence of Touton giant cells, necessitating a systemic evaluation which excluded the presence of hematological abnormalities or malignancy. The simultaneous occurrence of conjunctival, eyelid, and orbital xanthogranulomas has not been previously described in adult-onset asthma and periocular xanthogranuloma. The lesions were responsive to long-term systemic immunosuppression.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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".