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Record W4410735898 · doi:10.3171/case25189

Stroke-like migraine attack after radiation therapy (SMART) syndrome in a pediatric patient with a ventriculoperitoneal shunt: illustrative case

2025· article· en· W4410735898 on OpenAlexaff
Christopher S. Lozano, Cody L. Nesvick, A. Sequeira, Lindsey M. Vogt, Suzanne Laughlin, Puneet Jain, Abhaya V. Kulkarni, James T. Rutka, George M. Ibrahim, James M. Drake

Bibliographic record

VenueJournal of Neurosurgery Case Lessons · 2025
Typearticle
Languageen
FieldMedicine
TopicNeurological Complications and Syndromes
Canadian institutionsSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsMedicineMigrainePediatricsPosterior reversible encephalopathy syndromeRadiation therapyStroke (engine)SurgeryMagnetic resonance imagingRadiologyAnesthesia

Abstract

fetched live from OpenAlex

BACKGROUND: Stroke-like migraine attack after radiation therapy (SMART) syndrome is a rare, episodic neurological condition characterized by headache and unilateral cortical deficits following remote cranial radiation therapy. It is more frequently reported in adults, while pediatric cases remain exceedingly rare due to the latency period between radiation therapy and onset, which can span years to decades. Diagnosis is challenging due to overlapping symptoms with conditions like ventriculoperitoneal shunt (VPS) malfunction. OBSERVATIONS: The authors report the case of an 11-year-old boy with SMART syndrome following radiation treatment for a resected pineal region nongerminomatous germ cell tumor and VPS placement. The patient presented with headache, vomiting, lethargy, and seizures, raising initial concern for shunt malfunction. MRI revealed left occipital and posterior temporal cortical FLAIR hyperintensity and abnormal leptomeningeal enhancement, consistent with SMART syndrome. Multidisciplinary evaluation ruled out shunt failure and tumor recurrence. A course of corticosteroids led to symptom resolution. A review of 15 pediatric cases highlights variability in latency, symptoms, and treatment, with most patients responding favorably. LESSONS: SMART syndrome, although rare, should be considered in pediatric patients with postradiation episodic neurological symptoms to avoid unnecessary interventions. Multidisciplinary collaboration is essential. Further studies are needed to establish standardized diagnostic and treatment protocols. https://thejns.org/doi/10.3171/CASE25189.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0020.001

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 head0.028
GPT teacher head0.291
Teacher spread0.264 · 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 designCase report
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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