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Record W4404720246 · doi:10.1007/s44197-024-00328-z

Five Year Review of All Examined Corneal Tissue in a Tertiary Eye Care Center: Demographics and Surgical Indications

2024· article· en· W4404720246 on OpenAlexaff
Bushra Kokandi, Saeed Al Zahrani, Hala A. Helmi, Khalid M. Alshomar, Hind M. Alkatan

Bibliographic record

VenueJournal of Epidemiology and Global Health · 2024
Typearticle
Languageen
FieldMedicine
TopicCorneal surgery and disorders
Canadian institutionsMcGill University
FundersDeanship of Scientific Research, King Saud UniversityCollege of Medicine, King Saud UniversityKing Saud University
KeywordsMedicineKeratoconusCorneal DiseasesCorneal transplantationOphthalmologyBullous keratopathyCorneaRetrospective cohort studyCorneal ulcerationBiopsycorneal ulcerCorneal dystrophyKeratitisSurgeryPathology

Abstract

fetched live from OpenAlex

BACKGROUND: Corneal pathologies are among the most common reversible sight-threatening diseases globally. As such, corneal tissue transplantation (keratoplasty) techniques are evolving over time depending on the prevalence of different pathologies in each geographical area. We aim to provide a baseline information on the common keratoplasty procedures performed in our area in relation to prevalent corneal pathologies and to analyze common corneal surgical practice trends in our area. Other types of corneal tissue sampling (superficial keratectomy and corneal biopsy) indicated for therapeutic and diagnostic purposes are also included. METHODS: This is a retrospective cohort study. All corneal tissue specimens, including those harvested for both therapeutic and diagnostic purposes, received for histopathological examination at our center over a period of 5 years were collected along with the respective demographic data, clinical diagnoses, and surgical indications. Descriptive analysis was used to elucidate important conclusions, and comparative analysis was used to highlight differences between different types of keratoplasty specimens in relation to the surgical indications. RESULTS: A total of 347 patients' corneal tissue specimens were included. Males accounted for 52.45%. Full-thickness corneal buttons were the most common (n = 172), followed by partial-thickness corneal specimens (n = 75), and Descemet's membrane and endothelium samples (n = 63). Top surgical indications for keratoplasty were keratoconus (n = 149), followed by bullous keratopathy (n = 61), failed previous keratoplasty (n = 47), corneal ulceration (n = 33) and corneal dystrophies (n = 22). Patients undergoing penetrating or lamellar keratoplasty were significantly younger (p < 0.001). Superficial keratectomy and corneal biopsy for keratitis were significantly more common among male patients (p = 0.041), while failed endothelial keratoplasty was observed more among females (p = 0.026). CONCLUSION: Our findings highlight the evolving landscape of corneal transplantation and the importance of tailoring surgical approaches to address the specific needs and risk profiles in different populations. Keratoconus is a leading cause for corneal grafting and seems to constitute a major treatable and visually disabling disease in Saudi Arabia, thus may require further screening and genetic studies with consideration for preventive measures.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.005
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
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 head0.030
GPT teacher head0.408
Teacher spread0.378 · 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 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

Citations3
Published2024
Admission routes1
Has abstractyes

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