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Record W4402762226 · doi:10.3390/socsci13090497

The Invisible Struggle: Parents with FASD, the Courts and the Child Intervention System

2024· article· en· W4402762226 on OpenAlexaffabout
Peter Choate, Rima Gromykin, Jaida Northey

Bibliographic record

VenueSocial Sciences · 2024
Typearticle
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsMount Royal University
Fundersnot available
KeywordsIntervention (counseling)PsychologyDevelopmental psychologySocial psychologyPsychiatry

Abstract

fetched live from OpenAlex

Fetal alcohol spectrum disorder (FASD) encompasses a range of complex neurodevelopmental challenges that arise because of maternal alcohol use during pregnancy. Contrary to previous beliefs, FASD is a wide-ranging condition that is mostly invisible, affecting cognitive, social, and daily living skills. Furthermore, living with FASD may present other challenges, such as mental health issues, substance abuse, and engagement in criminal behavior. FASD is a long-term disability that requires support across the lifespan. The main objective of this research was to determine what, if anything, has changed since a prior review in 2020 of parents with FASD appearing in child intervention courts in Canada. We found eleven relevant reported cases throughout Canada from 2020 to 2024 where parents had a confirmed diagnosis or a potential FASD to be eligible for our study. Within these cases, only one parent was able to reunite with their children because of the strong and supportive system they had. There were four cases where ongoing contact between parent and child(ren) was permitted, Additionally, we found that professionals lack education regarding the potential skills that people with FASD may demonstrate. A person with FASD is seen through the lens of their diagnosis rather than a strengths-based approach, creating stigma, fear, and power imbalance. Stigma has an impact not just on how professionals see people and make decisions but also on policymakers, funding, and support from governments or other social groups. Individuals or parents with FASD are often reluctant to report their diagnosis for fear of being judged or having their children taken from their care. Thus, parents are unable to obtain access to services, and even when they do have access, they must navigate the system on their own. Parents with FASD who are involved in child intervention may be required to participate in many programs simultaneously, potentially resulting in an overwhelming experience.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.624
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.277
Teacher spread0.267 · 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 teacher head, 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
Published2024
Admission routes2
Has abstractyes

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