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Record W7514614 · doi:10.1002/jcp.1041590321

Sensory Perceptual Issues in Autism and Asperger Syndrome Different Sensory Experiences Different Perceptual Worlds

2006· article· en· W7514614 on OpenAlexvenueno aff
GT Swart

Bibliographic record

VenueJournal of the Canadian Academy of Child and Adolescent Psychiatry · 2006
Typearticle
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsnot available
Fundersnot available
KeywordsPerceptionSensory systemPsychological interventionPsychologyAutismStimulus modalityCognitive psychologyAsperger syndromeArgument (complex analysis)ModalitiesDevelopmental psychologyMedicineNeuroscience

Abstract

fetched live from OpenAlex

Bogdashina presents a very convincing argument that many of the behavioral patterns seen in people with Autism and Asperger Syndrome have a different sensory perceptual experience than people without these conditions. The experiences may involve hyper- or hyposensitivity, fluctuation between different “volumes” of perception or difficulty interpreting a sense. Any, and frequently several, sensory modalities are affected in an individual. The book starts with many clinical examples of unusual sensory perceptual experiences of people with these conditions. The book then provides one approach to assess sensory integration problems and establish interventions to eliminate problems and enhance the individuals’ strengths. In my clinical experience, understanding the child’s sensory experience and directing interventions to assist the child become more comfortable in his or her world, is a major part of treatment. The majority of the book describes the issues on “Possible Sensory Experiences in Autism”, “Perceptual Styles”, “Cognitive Styles” and “Other Sensory Conditions”. There is only limited information about interventions. It would have been preferable to have a larger chapter to describe interventions that follow post identification of child’s difficulties with sensory experiences. The key point that the interventions must be individualized for the specific child could have been better emphasized. The information from the chapters devoted to “Treatment” and “Recommendations” would then balance more convincingly. This book is easily understood by both parents and professionals. It is well referenced. The Table of Contents and the Subject and Author Indexes are easy to use. This book may be a good place to start learning about the altered sensory experience of people with Autism or Asperger Syndrome.

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)0.000
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.000
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.018
GPT teacher head0.266
Teacher spread0.248 · 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

Citations74
Published2006
Admission routes1
Has abstractyes

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