Diagnosis and laparoscopic surgery in the female form of persistent Müllerian duct syndrome
Bibliographic record
Abstract
Persistent Müllerian duct syndrome (PMDS) is a rare anomaly characterized by the presence of a combination of Müllerian derivatives, including a uterus, fallopian tubes, cervix or vagina in otherwise normally differentiated men. The female form of PMDS is particularly uncommon, making up only 5–10% of the 150 reported cases. In this case, PMDS was not diagnosed until the patient was well into the fifth decade of life. He presented with haematuria and haematospermia and was referred for sonographic examination. During the transrectal prostate ultrasound examination the Müllerian remnants were discovered, including uterus, cervix and vagina. In this report we describe the sonographic and magnetic resonance appearances of PMDS and discuss management via laproscopic hysterectomy and bilateral ovotestectomy.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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".