MétaCan
Menu
Back to cohort

Giant Intraspinal Pseudomeningoceles Cause Delayed Neurological Dysfunction after Brachial Plexus Injury: Report of Three Cases

2000· article· en· W1992052938 on OpenAlexaff
Walter Hader, David Fairholm

Bibliographic record

VenueNeurosurgery · 2000
Typearticle
Languageen
FieldMedicine
TopicHead and Neck Surgical Oncology
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineBrachial plexusSurgeryWeaknessMagnetic resonance imagingSubarachnoid spaceMyelographyMyelopathyBrachial plexus injuryCerebrospinal fluidRadiologySpinal cordPathology

Abstract

fetched live from OpenAlex

OBJECTIVE AND IMPORTANCE: Delayed neurological dysfunction after a brachial plexus injury is uncommon. We present the cases of three patients with a history of significant brachial plexus trauma and late neurological deterioration secondary to giant intraspinal extradural pseudomeningoceles. CLINICAL PRESENTATION: Three patients, each with a remote history of brachial plexus trauma, presented with slowly progressive upper-limb weakness. An examination revealed bilateral lower motor neuron weakness in the upper extremities in all patients and evidence of spastic paraparesis in one. Magnetic resonance imaging and postmyelogram computed tomographic scans demonstrated large anterior extradural cerebrospinal fluid collections extending from the upper cervical to lower thoracic and lumbar levels in each patient. Myelograms demonstrated a connection with the subarachnoid space in two patients. INTERVENTION: Direct obliteration of the connection between the cyst and the subarachnoid space was completed in two patients, and a cystoperitoneal shunt was placed in the third. Postoperative imaging demonstrated complete resolution of the extradural collections. Arrest of progression of upper-limb deterioration was observed in all patients, and dramatic improvement of long tract symptoms occurred in one. CONCLUSION: Giant intraspinal pseudomeningoceles are a rare complication of brachial plexus root injuries or avulsion, capable of causing significant morbidity. Early intervention can improve symptoms related to long tract involvement and prevent further deterioration of lower motor neuron disease. The pathophysiology of neurological dysfunction caused by these giant collections is unclear; however, vascular and mechanical factors thought to be important in the pathogenesis of cervical myelopathy also may have a role.

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)0.005
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 score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.005
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0020.002
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.029
GPT teacher head0.287
Teacher spread0.257 · 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

Citations25
Published2000
Admission routes1
Has abstractyes

Explore more

Same venueNeurosurgerySame topicHead and Neck Surgical OncologyFrench-language works237,207