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Record W4411507357 · doi:10.1016/j.radonc.2025.110994

Radiosurgery for pediatric central nervous system lesions – initial report and insights from a multicenter registry

2025· article· en· W4411507357 on OpenAlexaff
Felix Ehret, Lucas Mose, Luisa Allwohn, Stephan Mose, Susanne Fichte, Christoph Fürweger, Alexander Muacevic, Markus Kufeld, Laura‐Nanna Lohkamp, Arne Grün

Bibliographic record

VenueRadiotherapy and Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsThunder Bay Regional Health Sciences Centre
FundersDeutsche KrebshilfeAccuray
KeywordsRadiosurgeryCentral nervous systemMedicineMulticenter studyMedical physicsRadiologyRadiation therapyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND AND PURPOSE: Brain tumors are the most common solid neoplasms in pediatric patients. However, treatment options remain limited in cases of local recurrence, metastasis, or inoperability. Stereotactic radiosurgery (SRS) offers a potential treatment option in these scenarios. This multicenter study reviews the indications and outcomes of SRS in treating pediatric central nervous system (CNS) lesions. MATERIALS AND METHODS: Pediatric patients, <18 years of age at the time of treatment, who underwent SRS for a CNS lesion at four institutions were retrospectively and prospectively analyzed. RESULTS: A total of 84 pediatric patients were treated for 164 benign or malignant CNS lesions between 2005 and 2023. The most common lesions were arteriovenous malformations (28.6%), schwannoma (26.2%), ependymoma (14.3%), and astrocytoma (10.7%). The primary indications for SRS were the need for salvage treatment (79.3%) and palliative care (42.7%). Most treatments (90.9%) were performed with single-fraction SRS. The median follow-up time was 30.4 months. In patients treated for AVM, the median times to at least partial obliteration and to complete obliteration were 12.0 months and 38.4 months, respectively. The median local control rates for ependymoma and astrocytoma were 35.5 months and 23.9 months, respectively, while the median local control rates for schwannoma and metastases were not reached. The rate of high-grade treatment-associated toxicity was low (3.6%). CONCLUSION: SRS in pediatric patients demonstrated a safety and efficacy profile comparable to that of adult patients. SRS should be considered when conventional treatment options are limited and further evaluated as a treatment option for pediatric patients.

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)0.002
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 score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.312
Teacher spread0.295 · 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

Citations2
Published2025
Admission routes1
Has abstractno

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