Benzodiazepine Use During Pregnancy Alone or in Combination With an Antidepressant and Congenital Malformations
Bibliographic record
Abstract
OBJECTIVE: To summarize the effects of antenatal benzodiazepine exposure as monotherapy and in combination with antidepressants on the risk of congenital malformations. DATA SOURCES: MEDLINE, PsycINFO, CINAHL, Embase, and the Cochrane Library were searched from inception to June 30, 2018, using controlled vocabulary and keywords (eg, prenatal, benzodiazepines, malformation). STUDY SELECTION: English-language cohort studies with prospectively collected data on the risk of malformations in benzodiazepine-exposed and -unexposed offspring were evaluated. 23,909 records were screened, 56 studies were assessed for eligibility, and 8 studies were included. DATA EXTRACTION: Quality was assessed by 2 independent reviewers and data extracted. Random-effects models were used for outcomes (≥ 3 studies). Subanalyses examined effect of potential moderators including study quality and timing of exposure, among others. RESULTS: Prenatal benzodiazepine use was not associated with an increased risk of congenital malformations (odds ratio [OR] = 1.13; 95% CI, 0.99 to 1.30, 8 studies, n = 222/5,195 exposed and 64,335/2,082,467 unexposed), including with first trimester exposure specifically (OR = 1.08; 95% CI, 0.93 to 1.25, P = .33; 5 studies, n = 181/4,331 exposed and 64,308/2,081,463 unexposed). There was no significant association with cardiac malformation following exposure (OR = 1.27; 95% CI, 0.98 to 1.65, P = .07; 4 studies, n = 61/4,414 exposed and 19,260/2,033,402 unexposed). However, concurrent use of benzodiazepine and antidepressants during pregnancy was associated with a significantly increased risk of congenital malformations (OR = 1.40; 95% CI, 1.09 to 1.80, P = .008; 3 studies). CONCLUSIONS: Benzodiazepine exposure during pregnancy does not appear to be associated with congenital malformations or with cardiac malformations specifically. There may be an increased risk of congenital malformations when benzodiazepines are used in conjunction with antidepressants, suggesting that caution with this combination is warranted.
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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 | 0.004 | 0.033 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.005 |
| Bibliometrics | 0.007 | 0.006 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".