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Record W4392552003 · doi:10.5114/polp.2024.135986

Feeding problems, eating disorders, and nutritional status of Polish children and adolescents with neurodevelopmental disorders – a cross-sectional pilot study

2024· article· en· W4392552003 on OpenAlexaboutno aff
Martina Grot, Agnieszka Białek-Dratwa, Karolina Krupa-Kotara, Mateusz Grajek, Maciej Nigowski, Elżbieta Szczepańska, Oskar Kowalski

Bibliographic record

VenuePediatria Polska · 2024
Typearticle
Languageen
FieldMedicine
TopicChild Nutrition and Feeding Issues
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCross-sectional studyEating disordersPediatricsEnvironmental healthPsychiatryPathology

Abstract

fetched live from OpenAlex

Introduction The pathomechanism of neurodevelopmental disorders includes disruption of sensory channels leading to cognitive-behavioural disorders. Feeding disorders (FED) are defined as unconscious or intentional periods of refusal and/or low food intake. Food intake is selective or accompanied by physiological/psychological inability in the process of food intake. The aim of this study was to assess feeding difficulties, nutritional status, and eating disorders in children diagnosed with neurodevelopmental disorde Material and methods One hundred and forty-one patients of specialist neuropaediatric institutions with diagnosed neurodevelopmental disorders were enrolled in the study. Inclusion and exclusion criteria were as follows: consent of the patients’ parents to conduct the study, age of the child, and diagnosis of neurodevelopmental disorders. The research tool was a self-administered survey questionnaire including the patients’ metric data, type of disorder and its course, nutritional status using Cole’s parameter, and feeding behaviour. Results Eating disorders were present in 26.24%, while FED were present in 74.47% of children with neurodevelopmental disorders – autism spectrum. The nutritional status of the paediatric population was “at risk of malnutrition” (68.09%). Conclusions Nutritional status according to the considered guidelines represented normal weight and the risk of malnutrition. Feeding disorders together with eating disorders occurred with diagnoses of neurodevelopmental spectrum disorders. The neuropaediatric group was characterised by feeding and eating disorders (sensory feeding neophobia and pervasive craving disorder) but showed no association with the type of food texture accepted. The range of measured and accepted temperatures and the consumption of foods with specific visual-organoleptic characteristics targeted feeding disorders. Children with neurodevelopmental disorders will require feeding therapy with a sensory diet.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
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 head0.015
GPT teacher head0.279
Teacher spread0.263 · 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

Citations3
Published2024
Admission routes1
Has abstractyes

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