MétaCan
Menu
Back to cohort
Record W4410153652 · doi:10.7202/1117797ar

Analyse de la sensibilité à l’attention sociale d’enfants présentant un trouble du spectre de l’autisme selon deux contextes d’interaction avec leur parent

2025· article· fr· W4410153652 on OpenAlexaffvenue
Mélanie Bolduc, Nathalie Poirier, Nadia Abouzeid

Bibliographic record

VenueRevue de psychoéducation · 2025
Typearticle
Languagefr
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Le trouble du spectre de l’autisme (TSA) altère significativement la façon dont les enfants entrent en relation avec leur entourage. Cette étude s’intéresse aux facteurs impliqués dans les interactions sociales de 10 jeunes enfants âgés de 24 à 48 mois présentant un diagnostic de TSA en contexte naturel d’interactions avec leur parent. Cette étude se base sur l’observation directe et vise à analyser les comportements sociaux, à mesurer la sensibilité sociale des enfants et à explorer les facteurs susceptibles d’influencer les interactions sociales entre le parent et l’enfant. Plus spécifiquement, cette étude s’intéresse au contexte d’interaction, soit le jeu libre ou l’intervention ciblant la communication sociale, et le niveau de fonctionnement de l’enfant, soit le niveau de sévérité du TSA et le niveau des comportements adaptatifs. Les résultats suggèrent que les jeunes enfants ayant un TSA sont sensibles à l’attention sociale de leur parent, que le contexte d’intervention parentale favorise l’émergence des comportements sociaux, et que les caractéristiques individuelles des enfants influencent les interactions et la sensibilité sociales.

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)0.006
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 score0.015
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.026
GPT teacher head0.360
Teacher spread0.335 · 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
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueRevue de psychoéducationSame topicAutism Spectrum Disorder ResearchFrench-language works237,207