MétaCan
Menu
Back to cohort
Record W3211027946 · doi:10.1177/03085759211050044

Families with fetal alcohol spectrum disorders: Exploring adoptive parents’ experiences of family well-being

2021· article· en· W3211027946 on OpenAlexaffabout
Lisa Balcaen, Rob Santos, Kerstin Roger, Javier Mignone

Bibliographic record

VenueAdoption & Fostering · 2021
Typearticle
Languageen
FieldMedicine
TopicPrenatal Substance Exposure Effects
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsFeelingPsychologyInterpretative phenomenological analysisFetal Alcohol Spectrum DisorderDevelopmental psychologyCoping (psychology)Qualitative researchClinical psychologySocial psychologyPregnancy

Abstract

fetched live from OpenAlex

Fetal alcohol spectrum disorder (FASD) is the leading non-genetic cause of developmental disability in Canada. It poses many challenges at the individual, family and societal levels. This study explores adoptive parents’ experiences of having a child with FASD in their family and how these experiences impact family well-being and, specifically, parenting, family dynamics, sources of support and coping strategies. Using an Interpretive Phenomenological Analysis (IPA) approach, in-depth semi-structured interviews were conducted with eight adoptive parents of children with FASD. Four main themes emerged, each with several subthemes: (1) managing individuals with FASD; (2) navigating family cohesion; (3) psychological warfare; and (4) experiences of supports. Findings showed how FASD affects all aspects of family life and has a constant and cumulative effect on the family’s well-being. Hope, community and parents feeling successful in their efforts were found to have strong connections to well-being.

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)0.000
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.120
Threshold uncertainty score0.916

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.039
GPT teacher head0.262
Teacher spread0.223 · 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 designBench or experimental
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

Citations13
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueAdoption & FosteringSame topicPrenatal Substance Exposure EffectsFrench-language works237,207