Bibliographic record
Abstract
Varicella, the number one contamination with varicella-zoster virus (VZV; human herpes virus) in pregnancy, might also cause maternal mortality or extreme morbidity. It may also be the cause of fetal varicella syndrome (FVS) and varicella contamination in new children, which incorporates congenital varicella syndrome (CVS) and neonatal varicella. This guiding principle addresses the role of varicella vaccination in women of reproductive ages. The rule also assesses evidence concerning the maternal and fetal risks of VZV contamination in pregnancy and whether these headaches may be prevented or changed beneficially with the aid of the management of varicella-zoster immunoglobulin (VZIG) or with the aid of a remedy for infected people with acyclovir. This fact should manual the prudent use of VZIG, which is made of the plasma of human blood donors and is consequently a restricted and costly aid. The control of neonates is outdoor the scope of this tenet. Guidance on neonatal publicity and disorder is to be had from other sources [1-2]
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 | 0.000 |
| 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) | 0.001 | 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 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".