Wegener's granulomatosis: The ocular manifestations revisited
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
AIM. To investigate whether the extent of ocular morbidity had de-creased as a result of improved diagnosis, awareness and treatment of Wegener 's granulomatosis (WG). MATERIALS AND METHODS. A retrospective study of all patients with ophthalmic involvement due to WG over an 8-year period. RESULTS. Forty-nine patients were diagnosed to have WG. Of these, 28 had ocular involvement: 21 patients had focal ocular involvement (conjunctivitis, episcleritis, scleritis, keratitis, iritis, retinitis)and 7 had orbital involvement. Permanent visual loss occurred in three patients with orbital involvement, but in no patients with focal ocular disease. Up to 90% of patients had systemic involvement. Three deaths oc- curred among those with ocular involvement. CONCLUSIONS. Patients with WG have a much improved visual prog- nosis as a result of early diagnosis and intervention with systemic im- munosuppression. A combination of assays for ANCA and tissue biop-sies were needed to establish the diagnosis of WG. Treatment with immunosuppressive agents (usually prednisolone and cyclophospha- mide)led to a good response in the majority of cases.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.007 | 0.002 |
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