Bibliographic record
Abstract
PURPOSE OF REVIEW: Although most fetal disorders can be treated after birth, a few conditions that predictably lead to fetal or neonatal death, or that progress significantly before birth, are ideally treated prenatally. The number of centers offering fetal therapeutic procedures is gradually increasing worldwide. Patients and caregivers should be aware of the potential maternal risks of these interventions. RECENT FINDINGS: For transplacental medical therapy (corticosteroids, antiarrhythmics and immunoglobulins), severe maternal adverse events are rare, when done in expert centers. Minimally invasive procedures carry a risk of maternal complications of about 5%, with 1% being severe complications (pulmonary edema or placental abruption). Open fetal surgery carries important risks to the mother, both in the index pregnancy (pulmonary edema, placental abruption, chorioamnionitis and scar dehiscence) and in subsequent pregnancies (uterine rupture), yet some of these risks are decreasing with surgical refinement and increasing experience of the surgical team. SUMMARY: The information in this manuscript provides a base to counsel expectant mothers on risk of fetal therapy.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".