Maternal Anxiety During Pregnancy and the Association With Adverse Perinatal Outcomes
Bibliographic record
Abstract
OBJECTIVE: This systematic review and meta-analysis examined the association between maternal antenatal anxiety (AA) and a range of perinatal outcomes. DATA SOURCES: Ovid MEDLINE, MEDLINE In-Process and Other Non-Indexed Citations, PsycINFO, CINAHL, Embase, and the Cochrane Library were searched to May 31, 2016, using controlled vocabulary and keywords (eg, prenatal, anxiety, preterm). STUDY SELECTION: Perinatal outcomes of women with and without AA (diagnosed or self-reported using validated scale) derived from English language, prospectively collected data were included. 1,458 abstracts were reviewed, 306 articles were retrieved, and 29 articles were included. DATA EXTRACTION: Two independent reviewers extracted data and assessed quality. Random-effects models were utilized for outcomes (≥ 3 studies). Subanalyses examined potential effect moderators including study quality and diagnostic versus self-reported anxiety among others. RESULTS: Antenatal anxiety was associated with increased odds for preterm birth (pooled odds ratio [OR] = 1.54; 95% confidence interval [CI], 1.39 to 1.70, 16 studies) and spontaneous preterm birth (OR = 1.41; 95% CI, 1.13 to 1.75), lower mean birth weight (mean difference = -55.96 g; 95% CI, -93.62 to -18.31 g), increased odds for low birth weight (OR = 1.80; 95% CI, 1.48 to 2.18), earlier gestational age (mean difference = -0.13 wk; 95% CI, -0.22 to -0.04 wk), increased odds for being small for gestational age (OR = 1.48; 95% CI, 1.26 to 1.74), and smaller head circumference (mean difference = -0.25 cm; 95% CI, -0.45 to -0.06 cm). Heterogeneity between studies was not significant for most outcomes. Subanalyses for birth weight found women with diagnosed anxiety had infants with significantly lower birth weight (P < .03) compared to those identified with rating scales (although both subanalyses were significant [P < .01]). Associations between anxiety and preeclampsia, cesarean delivery, and Apgar scores were nonsignificant. CONCLUSIONS: Antenatal anxiety is associated with multiple adverse perinatal outcomes and is not benign. The impact of treating anxiety on these associations is unknown.
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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 | 0.009 | 0.032 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.009 | 0.019 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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".