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Record W3141247993 · doi:10.4021/jmc462w

Postoperative Acute Lumbar Epidural Hematoma With White Clot Formation Causing Cauda Equina Syndrome: A Case Report and Review of the Literature

2012· article· en· W3141247993 on OpenAlexvenueno aff
Gelalis

Bibliographic record

VenueJournal of Medical Cases · 2012
Typearticle
Languageen
FieldMedicine
TopicSpinal Hematomas and Complications
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCauda equina syndromeSurgeryLaminectomyHematomaDecompressionAnesthesiaAsymptomaticNerve rootCauda equinaSpinal cord

Abstract

fetched live from OpenAlex

While the majority of spinal epidural hematomas after a spinal operation are clinically asymptomatic, the reported percentage of hematomas needing surgical evacuation is only 0.1%. A 69-year-old woman presented after a rapidly progressive worsening of her neurologic status at both legs. The patient was under anticoagulant medication with acenocoumarol due to atrial fibrillation and underwent a decompression laminectomy and L5, S1 left nerve root decompression. Eleven hours after the operation she presented with acute progressive cauda equina syndrome due to an epidural hematoma and was immediately transferred to the operating theater. A membrane of white clot was found and the presence of epidural clotted blood beneath the membrane was verified. The surgeon must be aware of this catastrophic complication that requires a high level of suspicion and prompt intervention. Large, multicentre prospective, randomized studies are needed to fully investigate the risks of anticoagulation therapy after spinal surgery. J Med Cases. 2012;3(1):76-80 doi: https://doi.org/10.4021/jmc462w

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)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.055
Threshold uncertainty score0.240

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.026
GPT teacher head0.339
Teacher spread0.314 · 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 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
Published2012
Admission routes1
Has abstractyes

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