Primary Protein-losing Enteropathy in Anti–Double-stranded DNA Disease
Bibliographic record
Abstract
Hypoalbuminemia and generalized edema is a common clinical problem and the etiology is usually clear: cirrhosis, nephrotic syndrome, primary gastrointestinal disorders, malnutrition, etc. We present a 23-year-old previously healthy woman of Korean background who presented with generalized edema and a serum albumin of 9 g/L (normal, 35-45 g/L). Intensive investigations failed to reveal liver, renal, or inflammatory gastrointestinal mucosal disease. The antinuclear antibody was positive at a titer of 1:80, and extractable nuclear antigens were positive for SSA/anti-Ro. Anti-double-stranded DNA was markedly elevated at 4.6 kU/L (normal, 0-2.0 kU/L). A technetium 99M-labeled albumin study revealed a protein-losing enteropathy, despite normal histologic full-thickness jejunal biopsies. A diagnosis of occult systemic lupus erythematosus resulting in increased intestinal vascular permeability was made. The hypoalbuminemia remained in long-term remission after the initiation of induction and maintenance immunosuppression.
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.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 |
| 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".