Bibliographic record
Abstract
OBJECTIVE: To review the efficacy, morbidity, and subsequent pregnancy outcome after uterine compression sutures for severe postpartum hemorrhage. METHODS: A 7-year review (2000-2006) of all uterine compression sutures for postpartum hemorrhage at one tertiary obstetric hospital. RESULTS: During the 7 years, 28 uterine compression sutures were performed in 31,519 deliveries (1 per 1,126). All were done at the time of cesarean delivery: 22 in 4,870 cesarean deliveries in labor (1 in 221) and 6 in 3,819 elective cesarean deliveries (1 in 637). The indications for suture were atonic postpartum hemorrhage in 25 of 28 (89%), placenta previa in 2 of 28 (7%), and partial placenta accreta in 1 of 28 (4%). Hysterectomy was avoided in 23 of 28 women (82%). Blood transfusion was needed in 13 of 28 (46%), and intensive care in 5 of 28 (18%). Seven women had subsequent uncomplicated term pregnancies, all delivered by elective repeat caesarean delivery. CONCLUSION: Uterine compression sutures for severe postpartum hemorrhage may obviate the need for hysterectomy and appear not to jeopardize subsequent pregnancy.
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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 | 0.001 |
| 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) | 0.000 | 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".