Ovarian Cyst in a Premature Infant Treated with Spironolactone
Bibliographic record
Abstract
We describe the late occurrence of an ovarian cyst in a premature infant, the second of a set of monochorionic diamnionic twins, during treatment with spironolactone. Spironolactone is commonly used in the management of neonatal chronic lung disease in combination with other diuretics because of its potassium-sparing effect. It has progestational activity and has been reported to cause gynecomastia. It is used widely for its antiandrogenic properties in the treatment of female hirsutism and hyperandrogenism and it has a role in the management of familial male-limited precocious puberty. However, the estrogenic influence induced during therapy may significantly alter the hormonal milieu in newborn females, resulting in the formation of ovarian cysts. Simple ovarian lesions <5 cm merit close ultrasonographic surveillance for resolution while larger complex masses may warrant surgical intervention.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".