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Decompressive Craniectomy Is Not an Independent Risk Factor for Communicating Hydrocephalus in Patients With Increased Intracranial Pressure

2010· article· en· W2075383344 on OpenAlexaff
Ralph Rahme, Alexander G. Weil, Mike Sabbagh, Robert Moumdjian, Alain Bouthillier, Michel W. Bojanowski

Bibliographic record

VenueNeurosurgery · 2010
Typearticle
Languageen
FieldMedicine
TopicTraumatic Brain Injury and Neurovascular Disturbances
Canadian institutionsUniversité de MontréalHôpital Notre-Dame
Fundersnot available
KeywordsMedicineCranioplastyDecompressive craniectomyHydrocephalusSurgeryAsymptomaticIntracranial pressureCerebrospinal fluidSubarachnoid hemorrhageIntraventricular hemorrhageTraumatic brain injurySkullInternal medicinePregnancy

Abstract

fetched live from OpenAlex

BACKGROUND: It was recently suggested that communicating hydrocephalus is an almost universal finding after hemicraniectomy and that early cranioplasty may prevent the need for permanent cerebrospinal fluid diversion in these patients. OBJECTIVE: To conduct a study in an attempt to verify these findings. METHODS: The medical records of all patients who underwent decompressive craniectomy for medically refractory elevated intracranial pressure between 2001 and 2009 were retrospectively reviewed. Patients with subarachnoid hemorrhage, intraventricular hemorrhage, or head trauma were excluded. Hydrocephalus was classified as internal or external and as clinically significant or asymptomatic. RESULTS: The patient population consisted of 17 patients, 8 men and 9 women, with a median age of 44 years (range, 27-53 years). Etiologies included malignant middle cerebral artery territory infarction in 12 patients, hemorrhagic transformation of ischemic cerebrovascular accident in 2 patients, dural sinus thrombosis in 2 patients, and hemorrhagic cerebrovascular accident in 1 patient. The extent of craniectomy ranged from a large bone flap in 4 patients to a standard hemicraniectomy in 13 patients. Two patients died and 1 was lost to follow-up during the acute stage. The remaining 14 patients underwent cranioplasty after a median interval of 21 days (range, 3-42 days). In none of these patients did clinically significant hydrocephalus develop requiring cerebrospinal fluid diversion. Asymptomatic extra-axial cerebrospinal fluid collections developed in 2 patients that resolved spontaneously after cranioplasty. CONCLUSION: Our results suggest that, contrary to some beliefs, hydrocephalus does not frequently occur after decompressive craniectomy.

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)0.004
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
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 head0.015
GPT teacher head0.257
Teacher spread0.242 · 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

Citations48
Published2010
Admission routes1
Has abstractyes

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