Quality of life after endoscopic third ventriculostomy and cerebrospinal fluid shunting: an adjusted multivariable analysis in a large cohort
Bibliographic record
Abstract
OBJECT: Quality of life (QOL) studies comparing treatment with endoscopic third ventriculostomy (ETV) and CSF shunting are very limited. The authors compared QOL outcomes following these 2 treatments in a large cohort of children with hydrocephalus by using multivariable statistical techniques to adjust for possible confounder variables. METHODS: The families of children between 5 and 18 years of age with previously treated hydrocephalus at 3 Canadian pediatric neurosurgery centers completed measures of QOL: the Hydrocephalus Outcome Questionnaire (HOQ) and the Health Utilities Index Mark 3 (HUI3). Medical records and recent brain imaging studies were reviewed. A linear regression analysis was performed with the QOL measures as the dependent variable. In multivariable analyses, the authors assessed the independent effect of initial hydrocephalus treatment (ETV vs shunting) while adjusting for the treatment center, current patient age, age at initial treatment, etiology of hydrocephalus, total number of days spent in the hospital for initial treatment, total number of days spent in the hospital for subsequent hydrocephalus complications, functioning ETV at follow-up assessment, frequency of seizures, and current ventricle size. RESULTS: Data from 603 patients were available for analysis. Fifty-eight patients had undergone ETV as their primary treatment and 545 had undergone CSF shunting. Endoscopic third ventriculostomy patients were slightly younger at the follow-up assessment, were older at the first surgery, and spent fewer days in the hospital for hydrocephalus complications. Without adjustment for any confounders, treatment with ETV was associated with significantly higher HOQ physical scores and HUI3 scores. After multivariable adjustment, however, there was no significant difference in any outcome measure. A functioning ETV at the time of the follow-up assessment was not significant in any model. CONCLUSIONS: Treatment with either ETV or CSF shunting does not appear to be associated with any substantial difference in QOL outcome after adjusting for prognostic factors. Further study is needed to definitively determine the relative QOL benefit of either procedure, if any.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".