Endometriosis Under Estradiol Stimulation Imaged Using 18F-FDG and Its Control After Estradiol Cessation and Progesterone Hormonal Replacement
Bibliographic record
Abstract
Endometriosis is a frequent and benign cause of disabling abdominal pain, for which a diagnosis suspicion is clinically raised, but its confirmation necessitates a surgical exploration by laparoscopy. Foci of endometriosis proliferate under estrogen stimulation, like normal endometrium. We present a patient under estradiol stimulation for a history of endometrial cancer who underwent a PET/CT scan to assess an abdominal lesion showing a high F-FDG uptake, which normalized under progesterone hormonal replacement and cessation of estradiol. Two consecutive biopsies confirmed endometriosis. F-FDG evaluation of endometriosis under estrogen stimulation could be a promising approach to refractory endometriosis assessment.
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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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".