Bibliographic record
Abstract
UNLABELLED: The management of cardiac arrest in pregnancy is an important task for the emergency physicians. The clinical outcome of mother or fetus will often depend on the successful resuscitation of the first few minutes. Furthermore, the resuscitation team leader should consider the necessity of emergency hysterotomy (cesarean delivery) as soon as a pregnant woman develops cardiac arrest. We report a case of a 28-year-old pregnant woman who had a ventricular fibrillation cardiac arrest. She was successfully resuscitated in our emergency department and a single male healthy infant was delivered via cesarean section at 36 weeks' gestation. Mother and baby were discharged survival and neurologically intact from the intensive care unit (ICU) on day 25. We emphasize that understanding the causes of cardiac arrest during pregnancy, its early recognition and prompt resuscitation by recent ACLS guidelines may decrease both maternal and fetal morbidity or mortality. KEYWORDS: Cardiac arrest; Cardiopulmonary resuscitation; Cesarean delivery; Fetus; Pregnant.
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 | 0.033 | 0.063 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 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 | 0.006 |
| 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; both teacher heads agree on what is shown here.
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".