A102 ADVERSE PREGNANCY-RELATED OUTCOMES IN WOMEN WITH INFLAMMATORY BOWEL DISEASE
Bibliographic record
Abstract
Abstract Background Women with active inflammatory bowel disease (IBD) are at increased risk of adverse pregnancy outcomes such as preeclampsia. Though aspirin prophylaxis is prescribed in the general population (prior to 16 weeks’ gestation) for those at high-risk of preeclampsia, its use in patients with IBD has not been established. Aims To determine the frequency of and risk factors for adverse pregnancy outcomes in women with IBD, and to evaluate the risk for preeclampsia and the use of aspirin for primary prevention. Methods All pregnant women with IBD (Crohns disease (CD), ulcerative colitis (UC) and IBD-unclassified (IBDU)) seen at Mount Sinai Hospital from 2016–2020 were retrospectively identified. Demographics, reproductive history, and IBD characteristics including therapy and activity during pregnancy were recorded. Adverse pregnancy outcomes were also identified. Active disease during pregnancy was defined as a fecal calprotectin > 250 ug/g and/or using clinical disease activity scores. Categorical variables were compared using the Chi-square (x2) test and continuous variables using the Mann-Whitney test. A two-sided p-value less than 0.05 was considered statistically significant. Results 127 patients (66 with CD, 60 with UC, 1 with IBDU) were included with a median age of 32 years at conception. The majority were Caucasian (70.9%), married (82.7%), completed post-secondary education (69.3%), had no prior or current smoking (78.7%) or alcohol use history (67.7%), and had no other comorbidities (81.9%). 50.4% of women had a prior pregnancy. 3 had a history of preeclampsia and 15/127 were prescribed aspirin prophylaxis. 73.2% of women were in clinical remission at conception. Compared to women with CD, women with UC were more likely to have infants with low birth weight (LBW) (p=0.031), small for gestational age (SGA) (p=0.002) and had higher rates of active IBD during pregnancy (p=0.005). 13 women with IBD developed preeclampsia (6 with UC and 7 with CD). IBD type (p=0.844) and disease activity (p=0.308) were not associated with preeclampsia. Married women (p=0.001) while those who had a preconception consultation (50/127) (p=0.009) had lower rates of preeclampsia while those with a prior history of preeclampsia had higher rates (p=0.002). Among women who developed preeclampsia, pregnancy outcomes were comparable to those who did not. Women on aspirin prophylaxis (5/13) had a higher rate of preeclampsia (p=0.012), although they were also more likely to have a history of preeclampsia (p=0.002). Aspirin use was not associated with subsequent disease activity in pregnancy (p=0.830). Conclusions Women receiving aspirin prophylaxis had higher rates of preeclampsia, likely owing to a higher baseline risk. Preeclampsia prevention with aspirin prophylaxis does not appear to result in disease flares but larger studies are needed to confirm this finding. Funding Agencies None
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".