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Record W4413856507 · doi:10.1093/noajnl/vdaf166.048

51 LONG-TERM RADIOLOGICAL AND BIOCHEMICAL CONTROL OF FUNCTIONING PITUITARY ADENOMAS WITH FRACTIONATED STEREOTACTIC RADIATION THERAPY: A RETROSPECTIVE CASE SERIES

2025· article· en· W4413856507 on OpenAlexaff
Madiha Tariq, Aveline Marie Ylanan, Alan Nichol, Roy Ma, Michael McKenzie, Fred Hsu, Shiekh Nisar Ahmed Ryojo Akagami, Peter Gooderham, Michelle D. Johnson, Ermias Gete, Arthur Cheung, Isabelle Vallières, Waseem Sharieff

Bibliographic record

VenueNeuro-Oncology Advances · 2025
Typearticle
Languageen
FieldMedicine
TopicPituitary Gland Disorders and Treatments
Canadian institutionsBC Cancer FoundationBC Cancer Agency
Fundersnot available
KeywordsRadiological weaponTerm (time)MedicineRadiation therapySeries (stratigraphy)Retrospective cohort studyRadiologyInternal medicinePhysicsBiology

Abstract

fetched live from OpenAlex

Abstract OBJECTIVE This study examined long term radiological and biochemical control of functioning pituitary neuroendocrine tumors (PitNETs) treated with fractionated stereotactic radiotherapy. METHODS A retrospective case series was conducted on patients treated with FSRT at the BC Cancer Agency between January 1, 1998, and December 31, 2021. Inclusion criteria comprised of patients with functioning PitNETs who had either inoperable condition or residual disease post-surgery, and who had failed maximal medical management. Baseline evaluations included Computed Tomography (CT) or Magnetic Resonance Imaging (MRI) scans, and pituitary hormone levels. Outcomes included local control (LC) defined as absence of growth on CT or MRI, progression-free survival (PFS), defined as time of FSRT to radiological or biochemical progression, objective hormonal response (OHR) in which hormone levels normalized or declined by more than 50% of baseline levels without medications, and biochemical control, that included OHR with or without medications. RESULTS Out of a total of 202 patients treated with FSRT and followed for a median of 11.9 years, 51 (25%) had functioning PitNETs. Of 51 patients, 48 (94%) had uncontrolled hormonal levels despite medications. At 10 years post FSRT, LC was 91%, and PFS was 97%. OHR was 27% and biochemical control was 58%, CONCLUSION FSRT is effective in controlling growth and hypersecretion of functioning PitNETs for 10 or more years post treatment.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.012
Threshold uncertainty score0.447

Codex and Gemma teacher scores by category

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

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 head0.009
GPT teacher head0.276
Teacher spread0.267 · 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 teacher head, 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

Citations0
Published2025
Admission routes1
Has abstractyes

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