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Overt Cerebrospinal Fluid Drainage Is Not a Sine Qua Non for Paradoxical Herniation After Decompressive Craniectomy

2010· article· en· W2009573706 on OpenAlexaff
Ralph Rahme, Michel W. Bojanowski

Bibliographic record

VenueNeurosurgery · 2010
Typearticle
Languageen
FieldMedicine
TopicNeurosurgical Procedures and Complications
Canadian institutionsUniversité de MontréalHôpital Notre-Dame
Fundersnot available
KeywordsMedicineDecompressive craniectomyIntracranial HypotensionBrain herniationMidline shiftTrendelenburg positionSurgeryIntracranial pressureHematomaExternal ventricular drainDecompressionCerebrospinal fluidStuporAnesthesiaTraumatic brain injuryHydrocephalusVomiting

Abstract

fetched live from OpenAlex

OBJECTIVE AND IMPORTANCE: Paradoxical transtentorial herniation is a rare but well-documented complication of cerebrospinal fluid (CSF) drainage in patients with large decompressive craniectomies. However, brain sagging in the absence of CSF hypovolemia has not been previously reported. CLINICAL PRESENTATION: A 30-year-old woman suffered massive intracerebral hemorrhage from a small residual left frontal arteriovenous malformation 1 year following endovascular embolization and stereotactic radiosurgery. The patient initially presented in coma with left mydriasis and decorticate posturing and underwent emergent decompressive craniectomy, evacuation of the hematoma, and insertion of an intracranial pressure (ICP) monitor. Postoperatively, despite a depressed skin flap and low ICP readings, she continued to deteriorate neurologically, and CT revealed increasing midline shift, transtentorial herniation, and brainstem compression. INTERVENTION OR TECHNIQUE: Although there was no history of CSF drainage, the diagnosis of brain sag was suspected, because herniation seemed to occur in the setting of intracranial hypotension. The patient was placed in a 15 degrees Trendelenburg position and improved dramatically within hours. A few days later, she was fully awake and had purposeful movements with her left side, although she had persistent aphasia and right hemiplegia. CONCLUSION: Although rare, paradoxical herniation in the setting of a large craniectomy defect may occur in the absence of CSF drainage. This entity should be suspected whenever transtentorial herniation occurs in conjunction with direct or indirect signs of intracranial hypotension. Placing the patient in the Trendelenburg position should be attempted, because this simple maneuver may turn out to be life-saving.

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)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.014
GPT teacher head0.287
Teacher spread0.273 · 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 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

Citations18
Published2010
Admission routes1
Has abstractyes

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