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Record W4414663991 · doi:10.1186/s12889-025-23448-y

Navigating recovery: a scoping review of comprehensive approaches to postpartum substance use care and support

2025· review· en· W4414663991 on OpenAlexaffabout
Jodie Bigalky, April Mackey, Natasha Tooke, Roya Khoshnoodi, Pammla Petrucka

Bibliographic record

VenueBMC Public Health · 2025
Typereview
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsBiostatisticsPostpartum periodSubstance usePublic healthResilience (materials science)Peer supportSocial supportPeer review

Abstract

fetched live from OpenAlex

BACKGROUND: Unregulated drug use, including non-prescription opioids, is a growing public health problem in Canada and the United States, compounded by a toxic drug supply and rising overdose rates. Perinatal women, particularly in the postpartum period, face increased risks, with overdose now a leading cause of maternal mortality. Despite these risks, research has largely focused on substance use during pregnancy, with limited attention to the postpartum period. Understanding the experience of postpartum women who use unregulated drugs and/or non-prescription opioids, including their recovery experience, is essential for designing supportive care. Therefore, the purpose of this scoping review was to map the current body of evidence on the experiences of postpartum women with a history of unregulated drug and/or non-prescription opioid use, including their recovery experiences where reported. METHODS: This scoping review used Arksey and O'Malley's five-step framework to systematically map the available literature. A search of six databases and relevant websites was used to identify primary research published between 2013 and 2024. The articles were screened using defined inclusion and exclusion criteria and thematic analysis was used to identify key themes. RESULTS: The analysis of 11 studies that met the inclusion criteria resulted in the identification of four themes related to the experience of recovery: (1) Positive and negative aspects of diverse relationships, (2) The pivotal role of motherhood and the mother-child bond, (3) Cultivating self-related factors, and (4) Navigating barriers and seeking support for improved health outcomes. CONCLUSIONS: Substance use recovery during the postpartum period is shaped by both external relationships and self-related factors. Recovery programs that support women in navigating diverse relationships while also fostering internal factors such as self acceptance, self-efficacy, and resilience are needed. Access to comprehensive, integrated care is essential, particularly care that prioritizes keeping mothers and children together and includes peer support.

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)0.020
metaresearch head score (Gemma)0.067
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.028
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.067
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0050.006
Bibliometrics0.0280.029
Science and technology studies0.0030.002
Scholarly communication0.0060.005
Open science0.0030.006
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.219
GPT teacher head0.401
Teacher spread0.182 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations3
Published2025
Admission routes2
Has abstractyes

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