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Transitions into adulthood for people with fetal alcohol spectrum disorder: A scoping review of promising practices

2023· review· en· W4387652882 on OpenAlexaff
Siann Gault, Matthew W McGarrity, Jessica Star, Debbie Chaves, Robert MacDonald, Francesca Lee, Olivia Gilbert, Dorothy Badry, Karen Huber, Meredith Fischer, Brianna Marie Stefanon, Melody E. Morton Ninomiya

Bibliographic record

VenueChildren and Youth Services Review · 2023
Typereview
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsUniversity of CalgaryWilfrid Laurier University
Fundersnot available
KeywordsFetal Alcohol Spectrum DisorderGrey literatureScope (computer science)PsychologySystematic reviewDevelopmental psychologyYoung adultMEDLINEPregnancy

Abstract

fetched live from OpenAlex

Fetal Alcohol Spectrum Disorder (FASD) is a leading known cause of developmental disabilities in Canada. Youth with FASD often experience challenges while transitioning to the expectations of adulthood. Research has demonstrated that appropriate supports in the transition to adulthood and throughout the lifespan may help mitigate these challenges. Literature that examined strategies, programs, and/or supports for youth with FASD entering adulthood was the focus of this inquiry. To better understand the scope and recommendations of strategies, programs, and supports for youth with FASD who are transitioning to adulthood, this scoping review examined peer-reviewed and grey literature from 2005 – 2020 to answer the following questions: 1) What is the scope of existing strategies, programs, and supports for youth with FASD who are transitioning to adulthood?; 2) What recommendations are provided from existing strategies, programs, and supports assisting youth with FASD as they transition to the expectations of adulthood? The scoping review was conducted using the Joanna Briggs Institute methodology. Findings from the review are reported following the Preferred Reporting Items for Systematic Reviews and Meta-analysis extension for scoping reviews (PRISMA-ScR), and the PRISMA extension for searching (PRISMA-S). Twenty-one peer-reviewed sources were included in the final review. Studies largely focused on one of three areas: 1) programs supporting youth with FASD and their families, 2) lived experiences of individuals with FASD during the transition to adulthood, or 3) preventing adverse outcomes. Recommendations from included studies highlighted the importance of programs and supports that demonstrate an understanding of FASD and emphasize relationship-building, the benefits of obtaining an FASD diagnosis, the notable gap in services for individuals who have transitioned to adulthood, and the importance of consistent advocates in the lives of youth with FASD. Implications for educators, employers, service providers, and caregivers who support youth with FASD are discussed.

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)0.004
metaresearch head score (Gemma)0.010
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 score0.012
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0050.005
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.002
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 head0.028
GPT teacher head0.348
Teacher spread0.320 · 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

Citations8
Published2023
Admission routes1
Has abstractno

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