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Record W4411809386 · doi:10.1177/11206721251353631

Hypermucoviscous Klebsiella corneal abscess: Infection from inside out

2025· article· en· W4411809386 on OpenAlexaff
Ae Ra Kee, Panos G. Christakis, Georges Nassrallah, David S. Rootman, Sumana Naidu, Clara C. Chan

Bibliographic record

VenueEuropean Journal of Ophthalmology · 2025
Typearticle
Languageen
FieldMedicine
TopicOcular Infections and Treatments
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineEvisceration (ophthalmology)EndophthalmitisHypopyonKlebsiella pneumoniaeCorneal perforationVisual acuityPerforationOphthalmologyBacteremiaAbscessBlurred visionSurgeryLiver abscessAntibioticsPathology

Abstract

fetched live from OpenAlex

BackgroundCorneal ulcers are typically caused by external ("exogenous") factors such as trauma, contact lens use, or preexisting ocular surface diseases. Internal systemic ("endogenous") sources have not been reported as direct causes of corneal ulcers. Here, we report, to our knowledge, the first documented case of a corneoscleral abscess that resulted from an underlying bacteremia.MethodThis is a single case report.ResultA previously healthy 35-year-old male presented to the Emergency Department with left eye redness, pain, and blurred vision. Initial examination showed reduced visual acuity (20/150), elevated intraocular pressure (44mmHg), diffuse microcystic corneal edema with mutton-fat keratic precipitates, and anterior chamber cells. No corneal infiltrate, epithelial defect, hypopyon, or vitritis was noted. Within days, his condition rapidly progressed to a corneoscleral abscess with auto-evisceration. Blood and corneal cultures identified hypermucoviscous Klebsiella pneumoniae. Further workup revealed an underlying prostatic abscess with secondary iliac vein thrombus, leading to seeding of other sites, including the lungs and the eye. Despite intensive antibiotic therapy, the ocular condition worsened, requiring urgent left eye evisceration.ConclusionThis case highlights the rapid progression of hypermucoviscous Klebsiella pneumoniae infection, which first presented with endophthalmitis, followed by corneoscleral perforation.

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)0.001
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 score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.314
Teacher spread0.284 · 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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