The use of ASET (Anti Staph Epidermidis Titre) in the diagnosis of ventriculo-atrial shunt infection
Bibliographic record
Abstract
Background Infection is an important and not infrequent complication for patients with shunted hydrocephalus, with a reported incidence of 3-20%. Shunt infections can present in a non-specific manner and can be difficult to diagnose. Inflammatory markers may in rare cases be normal and CSF culture can also be negative, especially in Staph epidermidis infection. Ventriculo – atrial shunt infections are particularly prone to presentation with subtle clinical features and diagnosis may be delayed as a result. Since 1972, a simple serological test has been available for diagnosis of VA shunt infection, but is not widely used. Materials and methods Casenotes were reviewed. The method of ASET testing was as published previously. Briefly, serial dilutions of patient’s serum and controls were reacted with S epidermidis antigen at 4degC and the antibody titre recorded. Results A 38-year old male with hydrocephalus secondary to a Dandy Walker cyst had a ventriculoperitoneal shunt inserted as a child. Following numerous revisions and replacements, the shunt was revised to a ventriculoatrial shunt in June 2008. There was no growth on CSF culture at this time. Following this he was well for seven months but re-presented with severe headaches and occasional night sweats. ICP monitoring showed no evidence of raised pressure. He was readmitted one month later complaining of night sweats and back pain, in addition to ongoing headaches. He was apyrexial, white cell count was normal and CRP was 30mg/L. CSF from lumbar puncture was sterile. Blood cultures grew Staphylococcus epidermidis, which our microbiologists thought to be a contaminant. However, shunt infection could not be excluded, blood was sent for Anti Staph Epidermidis Titre (ASET). Antibiotics were then started. ASET was >40,000 (normal range 160-640), confirming our suspicions of shunt infection. The shunt was removed, at which time, CSF and shunt tip grew S epidermidis. A new ventriculopleural shunt was inserted following a course of antibiotics. His headaches resolved and he was well following this. Conclusions Our patient presented with non-specific symptoms. Initial CSF culture was normal and his symptoms were thought not to be due to infection. However, ASET confirmed S epidermidis shunt infection. This was then successfully treated and his symptoms completely resolved.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".