Improvement of Severe Systemic Sclerosis-associated Gastric Antral Vascular Ectasia Following Immunosuppressive Treatment with Intravenous Cyclophosphamide
Bibliographic record
Abstract
OBJECTIVE: We describe 3 patients with systemic sclerosis (SSc) with severe, transfusion-dependent gastric antral vascular ectasia (GAVE) refractory to laser ablation who showed remarkable clinical and endoscopic improvement following intravenous (IV) pulse cyclophosphamide (CYC) treatment. METHODS: Review of clinical records and upper gastrointestinal endoscopy images from 3 patients with SSc and severe GAVE before and after treatment with IV pulse CYC. RESULTS: IV CYC was followed by improvement and stabilization of hemoglobin levels, and marked reduction in blood transfusion requirements and the number and frequency of endoscopic laser treatments. CONCLUSION: IV pulse CYC immunosuppression was followed by remarkable clinical and endoscopic improvement of SSc-associated GAVE.
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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 | 0.000 |
| 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".