Challenges of Parenting Children with a Fetal Alcohol Spectrum Disorder: A Concept Map
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT The purpose of the study was to describe the challenges of parents of children with a fetal alcohol spectrum disorder (FASD). Nineteen birth, foster or adoptive parents were asked to answer the following question: "What are the challenges you face parenting a child with a fetal alcohol spectrum disorder?" The data were analyzed using multidimensional scaling and cluster analysis. Eight clusters resulted. Parents reported the challenges of preventing setbacks in their children's behavior, making time for themselves, making and keeping immediate and longer-term plans with their child, collaborating with the school, keeping the child involved in social activities, keeping their family involved in social activities, being heard by professionals, and managing their child's behavior problems. The themes were consistent with the literature on parenting children with a FASD, with the exception that participants in the study indicated that they found a lack of respect from professionals with whom they came into contact, challenging. KEYWORDS: Concept mapparentingcaregiverfosteradoptivefetal alcohol spectrum disorder
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it