MétaCan
Menu
Back to cohort
Record W4413403567 · doi:10.1177/24741264251359075

Radiation Retinopathy After Whole-Brain Radiotherapy in a Patient With Pineal Gland Tumor

2025· article· en· W4413403567 on OpenAlexaff
Irina Sverdlichenko, Safwan Tayeb, Anarsaikhan Narmandakh, Edward Margolin, Derek S. Tsang, Peng Yan

Bibliographic record

VenueJournal of VitreoRetinal Diseases · 2025
Typearticle
Languageen
FieldMedicine
TopicOcular Oncology and Treatments
Canadian institutionsPrincess Margaret Cancer CentreUniversity Health NetworkUniversity of Toronto
Fundersnot available
KeywordsRadiation therapyPineal glandMedicineWhole brain radiotherapyRadiologyInternal medicineCancerCircadian rhythm

Abstract

fetched live from OpenAlex

Purpose: To describe a case of radiation retinopathy following craniospinal radiation and provide an overview of studies on radiation retinopathy following whole-brain radiotherapy. Methods: A retrospective chart review was conducted to collect a single patient’s data on demographics, radiation therapy, ophthalmologic examination findings, treatment, and outcomes. For the systematic review, OVID Medline, Embase, and Cochrane CENTRAL were searched for studies reporting on radiation retinopathy following whole-brain radiotherapy. Results: A 24-year-old man with a history of craniospinal radiation presented with proliferative maculopathy. Initial visual acuity was 20/150 in the right eye and 20/40 in the left eye. The patient received monthly intravitreal injections of bevacizumab followed by panretinal laser photocoagulation in both eyes. Maculopathy improved following treatment. Nine articles comprising 13 cases of radiation retinopathy following whole-brain radiotherapy (25 affected eyes; mean ± SD age, 43.3 ± 10.8 years; 46.2% male) were identified by systematic review. None of the patients had diabetes. Radiotherapy was indicated for primary central nervous system lymphoma (6 cases), metastatic spread of breast cancer (4 cases) or lung cancer (2 cases), and acute lymphocytic lymphoma (1 case). The median radiation dose received was 40.7 Gy (range, 30–50). Ten patients had received prior or concurrent chemotherapy. Median time from radiotherapy to symptom onset was 20.5 months (range, 2–216). More than half of patients developed retinopathy bilaterally. Conclusions: To our knowledge, this is the first systematic review to highlight the risk of radiation retinopathy following whole-brain radiotherapy, particularly the increased frequency in patients who have received chemotherapy.

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)0.001
metaresearch head score (Gemma)0.005
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: none
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.003
GPT teacher head0.253
Teacher spread0.250 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of VitreoRetinal DiseasesSame topicOcular Oncology and TreatmentsFrench-language works237,207