A rare presentation of Klebsiella pneumoniae endogenous panophthalmitis with optic neuritis and orbital cellulitis from a urinary tract infection
Bibliographic record
Abstract
This case illustrates the rare presentation of endogenous Klebsiella pneumoniae endophthalmitis with concomitant orbital cellulitis from an acute pyelonephritis. A 59-year-old Caucasian female with type 2 diabetes mellitus was transferred from a regional hospital with decreased visual acuity, periorbital edema, photophobia, proptosis and pain of the right eye, as well as suprapubic discomfort. Initial ocular examination and B-scan ultrasonography were consistent with endophthalmitis and orbital cellulitis which lead to a vitreous tap and intravitreal antibiotics injection and systemic antibiotherapy. Vitreous and blood cultures confirmed Klebsiella pneumoniae as the causative organism. An orbital MRI showed a panophthalmitis with optic neuritis and further imaging confirmed a concomitant pyelonephritis secondary to a septic nephrolithiasis. The patient was given treatment with high-does intravenous antibiotics, oral and topical corticotherapy, and an early core pars plana vitrectomy (PPV), performed 5 days after presentation with repeat injections of antibiotics and dexamethasone. Unfortunately, two weeks following PPV, despite an initial stable postoperative course, the patient deteriorated and presented with purulent discharge from one of the vitrectomy port incision site. An emergency evisceration was performed in order to control the infection, revealing a large subretinal abscess and necrosed sclerotic tissue around the prior vitrectomy incision sites. Conclusion: This is the first case report of Klebsiella pneumoniae endophthalmitis or panophthalmitis presenting with orbital cellulitis and optic neuritis from an urinary tract infection. Prognosis is poor despite treatment including early vitrectomy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".