Unilateral Brown Fat FDG Uptake after Childhood Sympathectomy Mimicking Malignancy Resolved by Hybrid PET/MR Image Fusion
Bibliographic record
Abstract
F-fluorodeoxyglucose (FDG) uptake in brown adipose tissue (BAT) is a recognized source of false-positive findings on positron emission tomography (PET) scans, typically presenting as symmetric, multifocal activity in fat-density tissue. We report a case of a 30-year-old woman with left-sided cervical swelling and unilateral, left-sided FDG uptake mimicking malignancy, but without corresponding computed tomography abnormalities. The patient's history included right-sided mediastinal ganglioneuroma resection in childhood, resulting in Horner syndrome. Hybrid PET/magnetic resonance (MR) imaging with image fusion definitively localized the FDG activity to left-sided BAT, confirming the tissue origin and linking the unilaterality to sympathetic denervation from prior right stellate ganglion disruption. This case illustrates that hybrid PET/MR can resolve diagnostic uncertainty in atypical BAT presentations and highlights the importance of recognizing altered BAT metabolism after sympathetic injury to avoid misinterpretation of PET findings.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".