Multifocal idiopathic fibrosclerosis: treatment of 2 cases with cyclosporine.
Bibliographic record
Abstract
We describe 2 cases of multifocal idiopathic fibrosclerosis treated successfully with cyclosporine. The first patient presented with chronic abdominal pain and was subsequently found to have retroperitoneal fibrosis with ureteral obstruction. Other findings included cholangiolar fibrosis, retroorbital pseudotumors, submandibular gland enlargement, subcutaneous fibrotic masses, and elevated erythrocyte sedimentation rate (ESR) and serum creatinine. He initially responded well to temporary ureteral stenting followed by combination therapy with steroids and cyclosporine. He relapsed when cyclosporine was stopped, but subsequently remitted completely when cyclosporine was reintroduced. The second patient presented with long-standing abdominal pain with retroperitoneal fibrosis, submandibular gland enlargement, and an enlarged pancreas with a localized mass, all of which improved significantly with 6 months of therapy with cyclosporine. Cyclosporine was well tolerated with no significant side effects in the 2 patients. A review of the literature is presented.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.001 |
| 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".