Clinical presentation and maternal-fetal outcomes of Mirror Syndrome: A case series of 10 affected pregnancies
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background: Mirror Syndrome, also known as Ballantyne syndrome, is a rare condition with fewer than 120 cases described in the literature. A simultaneous edematous state of the mother, fetus and placenta is pathognomonic, with the maternal condition frequently presenting with signs and symptoms similar to that of preeclampsia. Objective: Our aim was to add to the international body of literature through identification of all cases of Mirror Syndrome at two Canadian tertiary obstetric centres and characterize the maternal presentation, laboratory findings, and perinatal outcomes. Methodology: We performed a retrospective chart review of all cases of fetal hydrops from two tertiary centres in Winnipeg (Manitoba, Canada) between 2000 and 2019. There were 276 cases of fetal hydrops during this period, of which 10 cases satisfied the diagnostic criteria for Mirror Syndrome where maternal and perinatal outcomes were analysed. Results: ). The most common maternal clinical findings included weight gain (100%) and hypertension (90%). The most common laboratory findings included low hematocrit (100%), hypoalbuminemia (80%), anemia (70%) and hyperuricemia (70%). Structural anomalies were observed in 50% of cases, over half of the fetuses were stillborn (66.7%) and one quarter of pregnancies resulted in neonatal deaths (25%). The median time until maternal improvement of Mirror Syndrome was 2 days postpartum. Conclusion: Mirror Syndrome affected 3.6% of all cases of fetal hydrops in our cohort, and showed associations with multiparity, elevated BMI, hemodilution, hypoalbuminemia, anemia and hyperuricemia. Delivery is frequently required for fetal and/or maternal indications and symptoms usually improved rapidly after delivery.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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 it