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Record W4413915861 · doi:10.1016/j.ajoc.2025.102421

Limbal stem cell deficiency secondary to vitrectomy in the context of an autoimmune polyendocrine syndrome type

2025· article· en· W4413915861 on OpenAlexaff
Francesc March de Ribot, J. Pérez, Joshua M. Huang, Jordan J. Huang, Jaime D. Martinez

Bibliographic record

VenueAmerican Journal of Ophthalmology Case Reports · 2025
Typearticle
Languageen
FieldMedicine
TopicGlaucoma and retinal disorders
Canadian institutionsOttawa HospitalUniversity of AlbertaUniversity of Ottawa
Fundersnot available
KeywordsMedicineContext (archaeology)VitrectomyPathologyOphthalmologyVisual acuity

Abstract

fetched live from OpenAlex

Purpose: Autoimmune polyendocrine syndromes (APS) are rare diseases characterized by immunologic activity against multiple endocrine organs. Bilateral keratitis and limbal stem cell deficiency are manifestations described. Methods: A 28-year-old man presented to our service with discomfort in his left eye. Past medical history included autoimmune polyendocrine syndrome, under hormonal treatment. Ocular history included an idiopathic bilateral peripheral occlusive vascular retinal disease, with areas of non-perfusion, neovascularization, and bleeding, treated with laser photocoagulation. He presented with a vitreous hemorrhage which was treated with a 20-gauge pars plana vitrectomy and endolaser. On review of family history, the patient reported having an older brother also affected by APS, developing the same bilateral retinal affection. Results: Examination of the anterior segment of the left eye revealed a superior corneal epithelial irregularity. Fundus examination was significant for retinal arteries with segmental blood flow, box-carring, along with peripheral laser scars over previously ischemic areas. Corneal scraping and impression cytology demonstrated goblet cells on the corneal surface epithelium. A diagnosis of limbal stem cell insufficiency was made, and the patient was started on ocular lubricating drops and topical corticosteroids. At follow-up, the patient has been stable. Conclusions: We describe a case of iatrogenic limbal stem cell insufficiency related to vitrectomy in a patient with autoimmune polyendocrine syndrome, a risk factor for this presentation. We propose that surgical trauma near the limbus and damage to the corneal sub-basal nerve plexus during vitrectomy may result in the development of limbal stem cell deficiency in a predisposed eye, as postulated in this patient with an APS.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.009
GPT teacher head0.290
Teacher spread0.281 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
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

Citations0
Published2025
Admission routes1
Has abstractyes

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