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How the Attitude of Acceptance, Enthusiasm and Learning through Motivation Affects Brain Development in Children with Autism: A Literature Review

2018· review· en· W2791777842 on OpenAlexvenueno aff
Joana Prata, Rui Coelho, Wenn Lawson

Bibliographic record

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2018
Typereview
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsnot available
Fundersnot available
KeywordsEnthusiasmPsychologyAutismCognitionNeuroplasticityMeaning (existential)Brain developmentCognitive psychologyDevelopmental psychologyNeuroscienceSocial psychologyPsychotherapist

Abstract

fetched live from OpenAlex

Research on the autism spectrum (AS) has expanded tremendously over the last two decades with exciting insights into underlying neurobiology. Neuroplasticity, the remarkable ability of the brain to form new connections as a result of experience, is not limited to specific parts of the brain nor does it have a time limit meaning that growth and learning are on-going processes. In this review we explore the impact of the attitude of acceptance, enthusiasm and learning through motivation on brain development in children on the AS. The first part of the review focusses on the impact of attitude on social, emotional and cognitive development, while the second part focusses on the impact of attitude on brain biology.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.945
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.068
GPT teacher head0.340
Teacher spread0.272 · 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 teacher head, not a consensus.

Study designOther design
Domainnot available
GenreReview

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

Citations4
Published2018
Admission routes1
Has abstractyes

Explore more

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