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Record W7160196008 · doi:10.66574/001c.92656

Case Report: Scleral Lens Management in a Case of Neurotrophic Keratitis Caused by Acoustic Neuroma

2024· article· en· W7160196008 on OpenAlexaff
Sharon Qiu, Edward Boshnick

Bibliographic record

VenueClinical Insights in Eyecare · 2024
Typearticle
Languageen
FieldMedicine
TopicOcular Surface and Contact Lens
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsKeratitisCorneaVisual acuityNeurotrophinScleral lensLens (geology)Ciliary neurotrophic factor

Abstract

fetched live from OpenAlex

Introduction Neurotrophic keratitis is an ocular surface disease caused by decreased or absent corneal sensory innervation, which can lead to epithelial breakdown, delayed cornea healing, and ultimately corneal ulceration and perforation. The current treatment and management strategies for neurotrophic keratitis focus on promoting corneal healing and preventing corneal ulceration and perforation. Scleral lenses are an an effective noninvasive treatment option for neurotrophic keratitis that can lead to many desired treatment outcomes, including enhanced corneal healing, improved visual acuity, and reduced total number of ocular medications. Case Report A White woman aged 57 years presented for scleral lens fitting with longstanding unilateral neurotrophic keratitis in the right eye following acoustic neuroma removal. The distance best corrected visual acuity was 20/60- in the right eye. The initial evaluation revealed moderate stage neurotrophic keratitis with several oval-shaped epithelial defects and a large area of horizontal corneal scar tissue across the visual axis. After 1 year of successful scleral lens wear, all the large epithelial defects healed, and the severity of neurotrophic keratitis improved with significantly less corneal haze in the horizontal scar tissue. The patient reported having clear and comfortable vision all day, with 20/25 best corrected visual acuity in the right eye. Conclusion This case report demonstrates that scleral lenses are highly effective for the management of neurotrophic keratopathy. Its visual correction and therapeutic effects can lead to a less burdensome management plan and improved patient outcomes, supporting adding scleral lens to the current treatment protocol for early stages of neurotrophic keratitis.

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 score0.008
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0040.002
Science and technology studies0.0040.002
Scholarly communication0.0020.003
Open science0.0020.002
Research integrity0.0080.005
Insufficient payload (model declined to judge)0.0030.001

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.

Opus teacher head0.065
GPT teacher head0.363
Teacher spread0.298 · 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
Published2024
Admission routes1
Has abstractyes

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