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Record W4410020647 · doi:10.3171/2025.1.peds24417

Five-year outcomes after surgical treatment of infant postinfectious hydrocephalus in sub-Saharan Africa: results of a randomized trial

2025· article· en· W4410020647 on OpenAlexaff
Edith Mbabazi-Kabachelor, Mallory Peterson, John Mugamba, Peter Ssenyonga, Justin Onen, Esther Nalule, Joshua Magombe, Venkateswararao Cherukuri, Vishal Monga, Steven J. Schiff, Abhaya V. Kulkarni, Benjamin C. Warf

Bibliographic record

VenueJournal of Neurosurgery Pediatrics · 2025
Typearticle
Languageen
FieldNeuroscience
TopicCerebrospinal fluid and hydrocephalus
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
FundersEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentFogarty International CenterNational Institute of Allergy and Infectious Diseases
KeywordsMedicineRandomized controlled trialHydrocephalusEndoscopic third ventriculostomyQuality of life (healthcare)Bayley Scales of Infant DevelopmentNeurosurgeryPediatricsSurgeryPsychomotor learning

Abstract

fetched live from OpenAlex

OBJECTIVE: Postinfectious hydrocephalus (PIH) in infants is a major public health burden in sub-Saharan Africa. In a previously reported randomized trial, the authors found no significant differences in outcome between endoscopic versus shunt treatment, with stagnation in brain growth at 2 years after treatment. They now present the 5-year follow-up results of this cohort, assessing detailed developmental, quality of life, and brain volume outcomes. METHODS: The authors performed a trial at a single center in Mbale, Uganda, involving 100 infants (< 180 days of age) with PIH randomized to endoscopic third ventriculostomy plus choroid plexus cauterization (ETV/CPC) or ventriculoperitoneal shunt (VPS) treatment. After 5 years, they assessed developmental outcomes with the Vineland Adaptive Behavior Scales, Third Edition (VABS-3), quality of life with the Health Utilities Index Mark 3 (HUI-3) and Hydrocephalus Outcome Questionnaire (HOQ), and brain volume derived from CT scans. RESULTS: Sixty-three infants were assessed for 5-year outcomes (35 ETV/CPC and 28 VPS, by intention to treat). There were no significant differences between the two surgical treatment arms in treatment failure (p = 0.39), VABS-3 scores (p > 0.52), HUI-3 utility scores (p > 0.37), HOQ scores (p > 0.18), or brain volume (raw p = 1.0, adjusted p = 0.24). There were strong correlations between VABS-3, HUI-3, and HOQ scores with brain volume adjusted for age and sex, and weaker correlations when adjusted for anthropometric measurements. CONCLUSIONS: These results suggest that ETV/CPC and VPS treatment have comparable long-term outcomes for infants in medically resource-constrained environments. Furthermore, brain volume strongly correlates with developmental and quality of life metrics, emphasizing the need to focus on optimizing brain volume growth potential in infants with severe perinatal neurological insults such as infection and hydrocephalus.

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)0.004
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.004
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.002
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 head0.018
GPT teacher head0.273
Teacher spread0.255 · 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 designRandomized trial
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
Published2025
Admission routes1
Has abstractyes

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