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Record W4417333153 · doi:10.1097/scs.0000000000012284

Indirect Corneal Neurotization Using the Infraorbital Nerve and Sural Nerve Interposition Graft

2025· article· en· W4417333153 on OpenAlexaff
Kaitlyn Rourke, Sydnee Tuckett, David A.J. Loewen, Matthew Lee-Wing, Jennifer L. Giuffre

Bibliographic record

VenueJournal of Craniofacial Surgery · 2025
Typearticle
Languageen
FieldMedicine
TopicCorneal Surgery and Treatments
Canadian institutionsPan Am ClinicUniversity of Manitoba
Fundersnot available
KeywordsCosmesisInfraorbital nerveSural nerveCorneaOptic nerve

Abstract

fetched live from OpenAlex

BACKGROUND/OBJECTIVES: Neurotrophic keratopathy (NK) is a sight-threatening condition affecting the corneal innervation and epithelial surface of the cornea. Presently, the only curative treatment is corneal neurotization. The literature favours the supratrochlear nerve and/or supraorbital nerve as the donor nerves selected for neurotization, due to being easily accessed through brow or upper eyelid skin incisions. The infraorbital nerve (ION) is minimally discussed in the literature as it is thought to be a difficult dissection; however, it has the advantage of access through a subpalpebral incision, which does not leave a visible scar. In this case report, indirect corneal neurotization is performed using the ION and a sural nerve interposition graft to reinnervate a cornea diagnosed with NK. METHODS: The patient is a 74-year-old female who presents with 6 days of decreased visual acuity. Examination reveals a large corneal ulcer and absent inferior corneal sensation. She is deemed appropriate for corneal neurotization. The patient undergoes an end-to-side neurorrhaphy between the proximal ION within the infraorbital canal and the corneal limbus using an interpositional sural nerve graft. Surgical access was done with relative ease through a subpalpebral incision and an inferior orbitotomy. RESULTS: Postoperatively, the patient had marked improvement in their corneal sensation, visual acuity, and complete healing of the corneal ulcer. Improvement was noted at 1 month and stabilized by 6 months. By 6 months, the patient had regained sensation in the ION dermatome. CONCLUSIONS: A case of corneal neurotization using the proximal ION is demonstrated, using the end-to-side technique with an interpositional sural nerve graft. The patient had excellent results of her visual acuity, corneal epithelial surface and sensation, with no complications. The authors hope to provide evidence for the use of the proximal ION for corneal neurotization, as it provides sufficient axons, acceptable cosmesis and closer proximity to an inferior corneal ulcer.

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)0.000
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 score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.001
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 head0.025
GPT teacher head0.287
Teacher spread0.262 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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