Hyperreactio luteinalis in association with multiple foetal malformations – a consequence of supra-physiological HCG?
Bibliographic record
Abstract
Abstract Aim: Hyperreactio luteinalis (HL) is characterised by ovarian cystic enlargement that is associated with high levels of human chorionic gonadotropin (hCG). Here the possible effects of abnormally high hCG levels on foetal development are demonstrated. Method: We report a 28-year-old patient who was referred for evaluation of bilateral maternal ovarian enlargement in the second trimester. Abnormally elevated hCG (887,514 IU/L) was found with ultrasound examination identifying various foetal malformations. The karyotype was normal. Spontaneous abortion occurred at 20 weeks. Autopsy showed testicular hypertrophy with marked Leydig cell hyperplasia. The HL resolved with normalisation of the hCG levels following delivery. Conclusion: HL is a rare finding in normal pregnancies; the potential effects of abnormally elevated hCG on the foetus are discussed.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 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 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".