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Record W2085991928 · doi:10.1097/bsd.0b013e31803755a8

Repeated Meningitis as a Delayed Complication of Scoliosis Surgery

2007· article· en· W2085991928 on OpenAlexaff
Leodante da Costa, Henry Ahn, Walter Montanera, Howard J. Ginsberg

Bibliographic record

VenueJournal of Spinal Disorders & Techniques · 2007
Typearticle
Languageen
FieldMedicine
TopicScoliosis diagnosis and treatment
Canadian institutionsUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsMedicineSurgeryScoliosisComplicationCystMeningitis

Abstract

fetched live from OpenAlex

STUDY DESIGN: Case report. OBJECTIVE: To report a case of very delayed repeated meningitis after surgical treatment of scoliosis. SUMMARY OF BACKGROUND DATA: Delayed infection after spine surgery is a well-reported phenomenon, presenting usually with local wound symptoms and back pain. The occurrence of meningitis after spinal instrumentation is reported but not common. Delayed repeated episodes of meningitis after surgical treatment of scoliosis have never been reported. CASE REPORT: We report a case of a 44-year-old gentleman, submitted to surgical treatment of scoliosis years ago, who presented with repeated episodes of meningitis due to the formation of an abnormal communication between an infected cyst in the bone cavity where the rods were located and the intradural space in the lumbar spine. Computerized tomography and magnetic resonance imaging revealed the presence of a bone cyst with thickened layering, and surgical exploration revealed the communication between this cystic cavity and the intradural space. After surgical closure of the dural space and cleaning of the cyst, the patient responded well to antibiotic therapy and was free of new episodes of meningitis up to the last follow-up, 1 year after the surgical treatment. Clinical diagnosis of delayed postoperative infection in spine surgery may be difficult if no wound signs are present. Clinical symptoms vary and may include increased back pain, wound redness, swelling and drainage, elevated erythrocyte sedimentation rate and white blood count, fever, and malaise. CONCLUSIONS: Delayed meningitis can be a late complication of spinal instrumentation for scoliosis. A high index of suspicion is necessary.

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)0.000
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 score0.302
Threshold uncertainty score0.524

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.023
GPT teacher head0.336
Teacher spread0.313 · 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

Citations10
Published2007
Admission routes1
Has abstractyes

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