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Record W4408422298 · doi:10.1097/ico.0000000000003859

Comparative Outcomes of Single Versus Multiple Cyanoacrylate Tissue Adhesive Applications in the Management of Corneal Thinning and Perforation

2025· article· en· W4408422298 on OpenAlexaffabout
Ryan S. Huang, Manokamna Agarwal, Michael Mimouni, David S. Rootman, Clara C. Chan

Bibliographic record

VenueCornea · 2025
Typearticle
Languageen
FieldMedicine
TopicCorneal Surgery and Treatments
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineCyanoacrylatePerforationVisual acuitySingle CenterOphthalmologyGLUESurgeryCohortContact lensAdhesiveInternal medicine

Abstract

fetched live from OpenAlex

PURPOSE: To compare outcomes between patients treated with a single cyanoacrylate tissue adhesive (CTA) patch for corneal thinning or perforation and those requiring multiple CTA applications. METHODS: We conducted a single-center, comparative cohort study of patients with corneal thinning or perforation treated with either a single or multiple CTA applications in Toronto, Canada, between 2006 and 2024. Primary outcomes were the need for penetrating keratoplasty (PKP) and the best-corrected visual acuity (BCVA) at final follow-up. Associations between the number of CTA applications with baseline characteristics, perforation characteristics, and final outcomes were analyzed using univariable and multivariable logistic regression models. RESULTS: Overall, 189 patients (median age 69.0 years; 42% female) were included, with 116 (61%) in the single CTA group and 73 (39%) in the multiple-application group (mean 2.3 ± 0.6), over a median follow-up of 4.4 months. Baseline characteristics were similar between groups. Central and paracentral corneal defects were more likely to require multiple glue applications than peripheral defects (OR = 2.92, 95% CI, 1.31-6.51, P = 0.009). No difference was observed in final BCVA between groups (median: 2.0 logarithm of the minimum angle of resolution [single] vs. 2.0 logarithm of the minimum angle of resolution [multiple]; P = 0.838). Patients receiving multiple CTA applications (48%, n = 35/73) were more likely to require PKP (OR = 2.70, 95% CI, 1.42-5.15, P = 0.003) than those treated with a single glue patch (26%, n = 30/116). CONCLUSIONS: Multiple CTA applications were more frequently needed for central/paracentral defects and were associated with a greater likelihood of PKP. Given no significant difference in final BCVA, a conservative, stepwise management approach can be pursued without compromising long-term visual outcomes, allowing flexibility in surgical planning.

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)0.000
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 score0.020
Threshold uncertainty score0.238

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 head0.053
GPT teacher head0.335
Teacher spread0.283 · 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

Citations5
Published2025
Admission routes2
Has abstractyes

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