Pregnant Women with Inflammatory Bowel Disease (IBD) are More Likely to be Vitamin D Insufficient than Pregnant Women without IBD
Bibliographic record
Abstract
Vitamin D insufficiency is associated with adverse pregnancy outcomes. Since individuals with inflammatory bowel disease (IBD) are at risk for vitamin D insufficiency, studying vitamin D status in women with IBD is of importance as the peak incidence of IBD occurs between 18-35 years of age. Currently there is no literature that evaluates vitamin D status in pregnant women with IBD. Therefore, the prevalence of vitamin D insufficiency in pregnant women with IBD was assessed. This study demonstrated that pregnant women with IBD are more likely to be vitamin D insufficient than those without IBD. Further, the current recommended daily dosage of vitamin D supplements for all pregnant women is not appropriate to achieve vitamin D sufficiency, particularly for those with IBD. Appropriate clinical practice guidelines for vitamin D supplementation during pregnancy are needed for optimal prenatal care of pregnant women with IBD to improve their pregnancy outcomes.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".