MétaCan
Menu
Back to cohort
Record W4411036310 · doi:10.14740/gr2022

Secondary Hyperparathyroidism in Primary Intestinal Lymphangiectasia: A Report of Four Cases

2025· article· en· W4411036310 on OpenAlexvenueno aff
Dong Xue Zhang, Kun Hao, L Zhang, Weifeng Shen, Tao Jiang

Bibliographic record

VenueGastroenterology Research · 2025
Typearticle
Languageen
FieldMedicine
TopicLymphatic Disorders and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePrimary hyperparathyroidismPrimary (astronomy)LymphangiectasiaGastroenterologyPathologyInternal medicineDermatologyLymphatic system

Abstract

fetched live from OpenAlex

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.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.437

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.050
GPT teacher head0.371
Teacher spread0.321 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueGastroenterology ResearchSame topicLymphatic Disorders and TreatmentsFrench-language works237,207