Knowledge and Attitudes Towards Pregnancy in Females with Inflammatory Bowel Disease: An International, Multi-centre Study
Bibliographic record
Abstract
BACKGROUND AND AIMS: Poor knowledge of inflammatory bowel disease [IBD] in pregnancy underlies unwarranted voluntary childlessness [VC], and risks poorer obstetric outcomes and adverse fetal outcomes. IBD is increasing worldwide but education on IBD issues might be heterogeneous based on cultural differences and variations in models of care. METHODS: Consecutive female IBD subjects aged 18-45 years were prospectively recruited from two dedicated IBD-pregnancy clinics, two multidisciplinary IBD clinics and nine general gastroenterology clinics. Subjects completed the validated CCPKnow [score 0-17] with questions on demographics, medical history and pregnancy knowledge. The primary outcome was knowledge per clinic-type and per geographical region. RESULTS: Surveys were completed by 717 subjects from 13 hospitals across ten countries. Dedicated IBD-pregnancy clinics had the highest knowledge, followed by multidisciplinary IBD clinics then general IBD clinics (median CCPKnow 10.0 [IQR: 8.0-11.0], 8.0 [IQR: 5.0-10.5] and 4.0 [IQR:2.0-6.0]; p < 0.001). Median CCPKnow scores in Western, Asian and Middle Eastern clinics were 9.0, 5.0 and 3.0 respectively [p < 0.001]. Dedicated IBD-pregnancy clinics, IBD support organization membership, childbearing after IBD diagnosis and employment independently predicted greater knowledge. Patient perception of disease severity [r = -0.18, p < 0.01] and consideration of VC [r = -0.89, p = 0.031] negatively correlated with CCPKnow score. The overall VC rate was 15.0% [95% CI: 12.2-18.2]. VC subjects had significantly lower pregnancy-specific IBD knowledge than non-VC subjects (median CCPKnow 4.0 [IQR: 2.0-6.0] and 6.0 [IQR: 3.0-9.0] respectively; p < 0.001). Pregnancy-specific IBD knowledge and dedicated IBD-pregnancy clinic attendance were significant negative predictors of VC. CONCLUSIONS: In this large international study we identified predictors of pregnancy-specific IBD knowledge. Dedicated IBD-pregnancy clinics had the greatest IBD-related pregnancy knowledge and lowest VC rates, reflecting the benefits of pre-conception counselling.
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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 | 0.000 |
| 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".