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Record W4414073093 · doi:10.33425/2690-8077.1202

A Study of Induced Corneal Cylinder in Post Cataract Patient Of Marist Cottage Hospital

2025· article· en· W4414073093 on OpenAlexfundno aff
Ahanna Ubani Udo, Ejike Thaddaeus Chukwudi, Ekpe Joseph Ekpa

Bibliographic record

VenueJapan Journal of Research · 2025
Typearticle
Languageen
FieldMedicine
TopicGlaucoma and retinal disorders
Canadian institutionsnot available
FundersInternational Development Research CentreAga Khan Foundation
KeywordsKeratometerAstigmatismCataract surgeryCorneaCorneal topographyStatistical significance

Abstract

fetched live from OpenAlex

Cataract surgery is one of the most common ophthalmic procedures and significantly improves visual acuity. However, it can alter corneal curvature, leading to surgically induced astigmatism (SIA), which may affect uncorrected post-operative vision. This study assessed the magnitude of induced corneal cylinder and its relationship with age and sex among cataract patients at Marist Cottage Hospital, Uturu, Isuikwuato LGA, Abia State. 190 eyes of patients who underwent small incision cataract surgery between March 2024 and April 2025. Pre- and post-operative keratometry readings (K1 and K2) were obtained using an autorefractor-keratometer. Induced corneal cylinder was calculated from astigmatic differences. Data were analyzed using SPSS version 26. Age and sex variations were evaluated, and statistical significance was set at p < 0.05.The overall mean pre-operative K1 and K2 were 43.17 ± 1.72 D and 43.24 ± 1.54 D, increasing slightly post-operatively to 43.41 ± 1.67 D and 43.36 ± 1.45 D, respectively. The mean induced cylinder was 0.43 ± 0.73 D. Patients aged 40–50 years had the highest induced astigmatism (0.72 ± 0.99 D), while those over 90 had the lowest (0.02 ± 0.03 D), though age differences were not statistically significant (p = 0.72). Male patients showed significantly higher induced astigmatism (0.50 ± 0.81 D) than females (0.34 ± 0.60 D) with a p-value of 0.001.Small incision cataract surgery at Marist Cottage Hospital resulted in minimal induced corneal astigmatism. While age showed no significant impact, sex had a statistically significant effect. These findings support surgical planning and better visual outcomes for patients

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)0.001
metaresearch head score (Gemma)0.001
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 score0.046
Threshold uncertainty score0.407

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.033
GPT teacher head0.381
Teacher spread0.348 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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