Programs and practices that support pregnant people who use drugs’ access to sexual and reproductive health care in Canada: a scoping review
Bibliographic record
Abstract
BACKGROUND: Pregnant people who use unregulated drugs (PPWUD) are at high risk of health complications yet experience a range of barriers to sexual and reproductive health care. Given that improving maternal health and access to reproductive health care are key targets underpinning the Sustainable Development Goals (SDG), there is an urgent need to improve access to appropriate supports and services for this population. Little is known about what programs and practices exist to support PPWUD's access to sexual and reproductive health care. This scoping review aimed to identify the available literature on these programs and practices in Canada. METHODS: A scoping review was conducted using JBI methodology and reported using PRISMA guidelines. Scholarly databases and grey literature sources were searched to identify literature published between 2016-2023 in English or French that discussed, defined, conceptualised, or evaluated programs and practices that support PPWUD's access to sexual and reproductive health care in Canada. Identified literature was screened using Covidence. Data were extracted from included texts, then analysed descriptively. Frequencies and key concepts were reported. RESULTS: A total of 71 articles were included, most of which were grey literature. Of the total, 46 unique programs were identified, as well as several useful practices. Most programs were in urban centres in Western Canada, and most programs offered holistic 'wrap-around services.' Several programs delivered these services on-site or as 'drop-in' programs with the support of staff with lived/living experience of substance use. Most frequent program outcomes included keeping parents and children together, improving connection to other services, and reducing substance use harms. Noted helpful practices included non-judgmental care and the use of harm-reduction strategies. CONCLUSIONS: Several programs and practices that support PPWUD exist in Canada, though few focus exclusively on sexual and reproductive health. There remain opportunities to improve access to programs, including expanding geographic availability and range of services. The review has clinical application by providing an overview of available programs that may support clinicians in identifying services for PPWUD. Future research should consider client perspectives and experiences of these programs. REVIEW REGISTRATION NUMBER: Open Science Framework https://osf.io/5y64j .
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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 | 0.016 | 0.059 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.020 | 0.028 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".