Autism spectrum disorder and fetal alcohol spectrum disorder. Part II: A qualitative comparison of parenting stress
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Researchers investigating the impact of parenting children with disabilities suggest that regardless of the specific diagnosis, parents experience increased levels of stress. However, particular disabilities may be associated with distinct stressors and strains. METHOD: Parents of children with autism spectrum disorder (ASD) and parents of children with fetal alcohol spectrum disorder (FASD) participated in in-depth qualitative interviews employing a basic interpretative approach. RESULTS: Both groups described some similar stressors, such as multi-tasking, the diagnostic process, and dealing with behavioural issues, but there are distinct differences between families of children with FASD and families of children with ASD. Whereas parents of children with FASD focused on their children's illegal behaviours, parents of children with ASD struggled with their children's tantrums and anxieties. CONCLUSIONS: Supports must be tailored to meet the specific needs of parents of children with different types of disabilities.
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.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 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