Secondary Hyperparathyroidism in Primary Intestinal Lymphangiectasia: A Report of Four Cases
Bibliographic record
Abstract
Primary intestinal lymphangiectasia (PIL) is a rare disease characterized by the loss of lymphatic fluid in the intestinal lumen and is a known cause of protein-losing enteropathy (PLE). Although uncommon, few cases of secondary hyperparathyroidism (SHPT) have been reported in patients with PIL. This study summarizes the characteristics of four cases diagnosed with PIL. Notably, all cases were confirmed to have hyperparathyroidism secondary to vitamin D deficiency and hypocalcemia. Recurrent diarrhea and limb convulsions were also observed in all patients, with one patient diagnosed with osteoporosis. Simultaneously, hypomagnesemia was detected in three cases. Treatment with vitamin D and calcium supplements relieved symptoms, elevated serum calcium levels, and decreased parathyroid hormone (PTH) levels. In patients with PIL, evaluation of 25-hydroxyvitamin D, calcium, and PTH levels is crucial. Bone diseases should be considered in patients with SHPT, and appropriate vitamin D3 and calcium supplementation is highly recommended.
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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 | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 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".