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Record W4417296766 · doi:10.1093/pch/pxaf116.053

53 Long-term neurodevelopmental outcomes among children following forceps, vacuum, and cesarean delivery in the second stage of labour

2025· article· en· W4417296766 on OpenAlexaffabout
Maya Rajasingham

Bibliographic record

VenuePaediatrics & Child Health · 2025
Typearticle
Languageen
FieldMedicine
TopicNeonatal and fetal brain pathology
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAsphyxiaIncidence (geometry)Vaginal deliveryConfidence intervalStage (stratigraphy)PregnancyChildbirthCohortHazard ratioCesarean delivery

Abstract

fetched live from OpenAlex

Abstract Background Opportunities for training in operative vaginal delivery (forceps and vacuum delivery) have declined in Canada over the last two decades along with a concomitant increase in maternal and neonatal trauma following these deliveries. While several studies have demonstrated the acute neonatal morbidity associated with forceps and vacuum delivery in Canada, the long-term consequences of these deliveries, such as neurodevelopmental morbidity in children, remain understudied. Objectives We aimed to quantify the association between mode of delivery in the second stage of labour (forceps, vacuum, sequential instrument, and cesarean delivery) and neurodevelopmental disorders in children, namely, attention deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and intellectual disability (ID). Design/Methods We conducted a population-based, cohort study including all liveborn singletons without a congenital anomaly in British Columbia, Canada (2000-2019). Children were followed from age 1 until they experienced a diagnosis, death, emigration, or study completion, which ever came first. Adjusted hazard ratios (aHRs) and 95% confidence intervals (CIs) compared the incidence of ADHD, ASD, and ID in forceps, vacuum, sequential instrument, and second stage cesarean delivery groups while adjusting for several maternal demographic and clinical factors. We performed a mediation analysis to assess the contribution of severe neonatal birth trauma and birth asphyxia to the association between mode of delivery and each neurodevelopmental disorder. Results Among the 97,529 children included in the study, 8.0% developed ADHD, 2.2% developed ASD, and 0.3% developed ID. Compared with second stage cesarean delivery, children born after sequential instrument use had a 16% higher rate of ADHD (7.9 vs. 6.6 per 1,000 person-years; aHR 1.16, 95% CI 1.03-1.31) while children born with vacuum delivery had a 46% higher rate of ID (0.3 vs. 0.2 per 1,000 person-years; aHR 1.46, 95% CI 1.08-1.97). No associations between mode of delivery in the second stage of labour and ASD were found. Birth trauma and asphyxia did not considerably mediate the relationship between mode of delivery in the second stage of labour and ADHD and ID, respectively. Conclusion Compared with second stage cesarean delivery, sequential instrument use was associated with an increased risk of ADHD while vacuum delivery was associated with an increased risk of ID. Investigations into the causal relationships underlying these associations are warranted to assist pregnant individuals and their care providers in making informed decisions about mode of delivery options in the second stage of labour.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.528
Threshold uncertainty score0.950

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.009
GPT teacher head0.266
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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