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Record W4394531129 · doi:10.6084/m9.figshare.6832247

Influence of the home environment on the motor development of infants with Down syndrome

2018· dataset· en· W4394531129 on OpenAlexaboutno aff
Natália Alves Goulart Knychala, Edna Alves de Oliveira, Lúcio Borges de Araújo, Vívian Mara Gonçalves de Oliveira Azevedo

Bibliographic record

VenueFigshare · 2018
Typedataset
Languageen
FieldPsychology
TopicDevelopmental and Educational Neuropsychology
Canadian institutionsnot available
Fundersnot available
KeywordsDevelopmental psychologyPsychology

Abstract

fetched live from OpenAlex

ABSTRACT Children with Down syndrome present impairments in neuro-psychomotor development, which are related to muscle tone, postural control and balance. Motor development is influenced by biological, psychological, social and environmental factors. Thus, the environment in which the infant is in can facilitate the neuro-psychomotor development. The objective of this study was to evaluate the influence of the home environment on the motor development of infants with Down syndrome. Sixteen infants with Down syndrome were divided into Group I (3 to 11 months of age) and Group II (12 to 18 months of age), evaluated by the Alberta Infant Motor Scale (AIMS) and the Affordances in the Home Environment for Motor Development Infant-Scale (AHEMD-IS) questionnaire. Data analysis was performed using the Kruskall-Wallis test, Spearman’s correlation coefficient and the likelihood ratio test. The results showed a significant positive relationship between the gross AIMS score and the variety of stimuli (p=0.01, r=0.78) and with the AHEMD-IS questionnaire score (p=0.02, r=0.74) in Group 2. Family income and affordances with motor function toys (p=0.05, r=0.49) were also correlated, but the correlation was weak. The home environment plays an important role in the motor development of children with Down syndrome aged between 12 and 18 months, as it provides opportunities for experiencing and experimenting. Better suited environments provide better motor performance.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.028
GPT teacher head0.268
Teacher spread0.241 · 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 designNot applicable
Domainnot available
GenreDataset

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

Citations2
Published2018
Admission routes1
Has abstractyes

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