Approach To Families Of Children With Developmental Language Disorder From A Neurodevelopmental Perspective
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: This study aimed to investigate the presence of neurodevelopmental disorder symptoms in the parents of children diagnosed with language disorder (LD) and to compare these characteristics with those of parents of typically developing children. METHOD: The study included 76 children diagnosed with LD and 71 typically developing controls, along with their parents. The diagnosis of LD was based on DSM-5 criteria. Language and other developmental domains were assessed using the Denver II developmental screening test. Neurodevelopmental symptoms in parents were evaluated using the Wender-Utah Rating Scale (WURS), the Toronto Alexithymia Scale (TAS), and the Autism Spectrum Quotient (AQ). RESULTS: Maternal education level was significantly lower in the LD group compared to parents of typically developing children (p<0.001). Parents of children with LD scored significantly higher on the TAS, WURS, and AQ scales compared to the control group (all p <0.001). Deficits in speech and language abilities were observed among the children of parents who obtained high scores (p<0.001, p<0.001, p=0.006). CONCLUSION: The presence of neurodevelopmental symptoms in parents may confer the risk of language, cognitive, and other neurodevelopmental delays in their children. Early diagnosis and family-centered intervention approaches are critical to mitigating these risks and supporting psychosocial functioning.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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