Maternal Respiratory Distress and Successful Reversal With Sugammadex During Intrauterine Transfusion With Fetal Paralysis
Bibliographic record
Abstract
( Int J Obstet Anesth . 2019;39:129–140) Intrauterine transfusion (IUT) is a treatment for fetal anemia resulting from Rh(D) alloimmunization. Fetal paralysis is often utilized during an IUT procedure to improve its safety. Fetal bradycardia is one of the most common complications of the procedure, and use of paralysis has been found to significantly decrease the risk of fetal heart rate changes during IUT. There are several neuromuscular blocking agents (NMBA) available for inducing fetal paralysis, and a possible complication during IUT is inadvertent maternal administration of an NMBA. This case report involved maternal respiratory distress secondary to unintended neuromuscular blockade during IUT, which was treated with sugammadex administration.
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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 | 0.001 |
| 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) | 0.000 | 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".