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Record W4412166538 · doi:10.1017/cjn.2025.10327

P.193 Persistent central hypercortisolemia following pituitary stalk tumor resection: case lesson

2025· article· en· W4412166538 on OpenAlexaffvenue
Patrick Toyota, Devon Houdek, Neil Arnstead, Amit Persad, Luke Hnenny

Bibliographic record

VenueCanadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques · 2025
Typearticle
Languageen
FieldMedicine
TopicDiet and metabolism studies
Canadian institutionsSaskatoon Medical Imaging
Fundersnot available
KeywordsHypercortisolemiaResectionMedicineInternal medicineSurgeryHormone

Abstract

fetched live from OpenAlex

Background: Infundibular lesions are rare entities with variable clinical manifestations. Their detection during workup for endocrinologic abnormalities represents a decision-making challenge. We present a patient with ACTH-dependent hypercortisolemia found to have a stalk lesion, which was treated surgically. Methods: Information was gathered from electronic medical records. Results: A 57F underwent workup for Cushing’s syndrome, demonstrating evidence of ACTH-dependent hypercortisolemia. Imaging demonstrated a 4.7mm infundibular nodule. We elected to proceed with endoscopic endonasal approach for resection of the infundibular lesion with goal of biochemical cure. A satisfactory technical and radiographic resection of the infundibular lesion was achieved. However, the patient’s hypercortisolemia failed to resolve. Histopathologic analysis identified the lesion as a granulocytoma. Inferior petrosal sinus sampling further demonstrated evidence of ACTH-dependent central hypercortisolemia. She then underwent bilateral adrenalectomy for management of her persistent hypercortisolemia. Conclusions: This demonstrates a complex clinical picture in which our patient presented with biochemical results suggesting central ACTH-dependent hypercortisolemia with no identifiable glandular lesion. The presence of an infundibular lesion led to surgical intervention which unfortunately did not result in biochemical cure despite adequate technical results. The authors believe this case illustrates a challenging clinical conundrum which emphasizes the uncertainty that should be associated with management of stalk lesions.

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)0.003
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 score0.005
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.002
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0040.002

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 head0.036
GPT teacher head0.289
Teacher spread0.253 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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