Normal Perinatal Mortality in Type 1 Diabetes Mellitus in a Series of 300 Consecutive Pregnancy Outcomes
Bibliographic record
Abstract
Reports of outcomes of pregnancy in women with type 1 diabetes have consistently found increased perinatal mortality and morbidity. The primary objective of our study was to compare the perinatal mortality rate in type 1 diabetic pregnancies with that of the general population. The secondary objective was to compare the morbidities in these groups. A series of 247 women with type 1 diabetes had 300 consecutive pregnancy outcomes analyzed over a 10-year period. They were compared with the control population from the same hospital. Perinatal mortality was 6.6/1000 (95% CI, 0-17), which was significantly lower than the control population rate of 31/1000. There was an increased incidence of morbidity including maternal hypertension, cesarean section, preterm delivery, birth injury, large for gestational age infants, admissions to neonatal intensive care, neonatal hypoglycemia, and phototherapy. Pregnancies in type 1 diabetes can be associated with a normal perinatal mortality rate although morbidity remains elevated compared with controls.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".