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Record W4415643744 · doi:10.1080/13816810.2025.2576783

Diffuse corneal haze: a rare presentation of fish-eye disease

2025· article· en· W4415643744 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueOphthalmic Genetics · 2025
Typearticle
Languageen
FieldMedicine
TopicCorneal Surgery and Treatments
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPresentation (obstetrics)DiseaseDifferential diagnosisCorneal diseaseCorneal DiseasesInterrogation

Abstract

fetched live from OpenAlex

Introduction Fish-eye disease (FED) is a rare, autosomal recessive genetic disorder that can present at any age, from as early as the second decade of life to late adulthood. The hallmark clinical manifestation of FED is dyslipidemia and slowly progressive bilateral corneal opacification, which can impair vision quality due to highly elevated straylight. Here, we report the ophthalmic findings observed in FED by presenting a case that had been misdiagnosed for years until genetic testing was performed.Methods Case report.Results A 50-year-old patient presented with a 30-year history of subnormalvision, which had progressively worsened over the past two years, accompanied by intermittent episodes of bilateral ocular dryness. Ophthalmic examination revealed diffuse corneal haze despiterelatively well-preserved visual acuity. Anterior segment-opticalcoherence tomography (AS-OCT) imaging showed multiple areas of hyperreflective opacities bilaterally throughout the corneal stroma. A lipid panel revealed very low plasma high-density lipoproteincholesterol (HDL-C) levels. Subsequent genetic testing provided an explanation, identifying two novel variants in the LCAT gene, c.840_862dup, p.(Val288Alafs *130) and c.115A > T, p(Lys39*).Conclusion Ultimately, FED should be considered in the differential diagnosis of corneal clouding combined with low plasma HDL-C, which can be investigated using AS-OCT and confirmed through genetic interrogation of the LCAT gene.

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.

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)0.000
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 score0.008
Threshold uncertainty score0.440

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.022
GPT teacher head0.306
Teacher spread0.284 · 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