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Record W7117064683 · doi:10.7759/cureus.99901

Postoperative Visual Acuity Outcomes After Phacoemulsification in Patients With Type 2 Diabetes Mellitus: A Systematic Review

2025· article· en· W7117064683 on OpenAlexaboutno aff
Osman Haji, Ling Paulina Gronczewska, Ahmed Alahmad

Bibliographic record

VenueCureus · 2025
Typearticle
Languageen
FieldMedicine
TopicRetinal Diseases and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsPhacoemulsificationVisual acuityDiabetic retinopathyPerioperativeCataract surgeryProspective cohort studyType 2 diabetesSubclinical infectionCohort study

Abstract

fetched live from OpenAlex

Cataract surgery is commonly performed in people with type 2 diabetes mellitus (T2DM), but concerns persist regarding postoperative visual recovery even before the onset of diabetic retinopathy. Understanding outcomes in this population is essential for evidence-based counselling and perioperative management. Our objective in this systematic review was to evaluate postoperative visual acuity outcomes following phacoemulsification in adults with T2DM without diabetic retinopathy or diabetic macular oedema, compared with non-diabetic individuals. A systematic search of Web of Science, Scopus, and PubMed was conducted in May 2025, from database inception. Eligible studies included English-language prospective comparative studies reporting postoperative visual acuity outcomes following phacoemulsification in T2DM patients without pre-existing proliferative diabetic retinopathy or macular disease, compared with non-diabetic controls. Study selection, data extraction, and risk-of-bias assessment using the Newcastle-Ottawa Scale were performed independently and in duplicate. Of 121 records screened, 11 full texts were assessed, and two studies met the inclusion criteria. The two included prospective comparative cohort studies involved 137 eyes in patients with T2DM and 137 eyes in non-diabetic controls. Both studies demonstrated substantial postoperative improvement in best-corrected visual acuity in both groups. Subclinical postoperative corneal and macular changes were more frequent in diabetics in one study, without a meaningful impact on functional vision over the reported follow-up. Risk of bias was moderate in both studies due to residual confounding and short-term follow-up. In conclusion, patients with T2DM without retinopathy experience excellent post-operative visual outcomes after phacoemulsification, comparable to those of non-diabetic individuals. Vigilant perioperative monitoring remains warranted due to increased susceptibility to transient corneal and retinal changes. High-quality studies with longer follow-up and appropriate adjustment for diabetic severity are required to refine prognostic accuracy and confirm long-term outcome equivalence.

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)0.004
metaresearch head score (Gemma)0.024
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.008
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.024
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.007
Bibliometrics0.0050.007
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.007
GPT teacher head0.300
Teacher spread0.294 · 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 designSystematic review
Domainnot available
GenreReview

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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