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Record W6923652127 · doi:10.14288/1.0417338

Social skill deficit profiles in ADHD and comorbid disorders

2022· article· en· W6923652127 on OpenAlexaboutno aff

Bibliographic record

VenuecIRcle (University of British Columbia) · 2022
Typearticle
Languageen
FieldMedicine
TopicAttention Deficit Hyperactivity Disorder
Canadian institutionsnot available
Fundersnot available
KeywordsSocial skillsComorbiditySocial anxietyAttention deficit hyperactivity disorderAnxietySocial competencePooling

Abstract

fetched live from OpenAlex

Most children with attention-deficit/hyperactivity disorder (ADHD) demonstrate impairment in social functioning, especially in their social skills. However, internalizing (e.g., anxiety or depression) and externalizing (e.g., oppositional defiant disorder or conduct disorder) conditions both commonly co-occur with ADHD, and may complicate the social functioning profiles of these children. The present study sought to characterize unique social skill deficit profiles associated with the presence of internalizing comorbidity, externalizing comorbidity, and both comorbidities (internalizing + externalizing) in children with ADHD by taking a nuanced approach that considered both global social skills and specific subdomains of skills. Through pooling eight datasets from investigators across the United States and Canada, I tested these questions in a carefully phenotyped sample of n = 1400 children with ADHD, all of whom had parent and teacher ratings of social skills on a consistent measure. Regarding parent ratings of social skills, results indicated both significant main and interaction effects of each comorbidity on lower social skill performance in a varied pattern across global versus specific skills. For teacher ratings of social skills, externalizing comorbidity was consistently associated with poorer social skills across global and specific measures. In conclusion, social skill performance in children with ADHD does vary as a function of comorbidity status. These findings could help inform more personalized or individualized social skill interventions.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.276
Threshold uncertainty score0.549

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.016
GPT teacher head0.231
Teacher spread0.215 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venuecIRcle (University of British Columbia)→Same topicAttention Deficit Hyperactivity Disorder→French-language works237,207→