An evaluation of social skills in children with and without prenatal alcohol exposure
Bibliographic record
Abstract
BACKGROUND: The goal of this study was to examine social skills deficits among children with and without prenatal alcohol exposure (PAE) who were both referred to a respite programme. METHODS: Thirty-seven children with PAE and 23 non-exposed children (aged 3 to 8 years) were evaluated on the Social Skills Rating System (SSRS) by their caregivers and respite workers. RESULTS: As compared with the non-exposed children, those with PAE showed more deficits on caregiver ratings of responsibility, hyperactivity, internalizing problems and overall social skills, as well as respite worker ratings of hyperactivity. The social skills among the PAE group were not related to home placement variables. Among both groups, caregivers rated social skills lower than respite workers, and among the PAE group, girls tended to display more social skills deficits than boys. CONCLUSIONS: The SSRS is useful in identifying unique social skills deficits among children with PAE.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".