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Perfil nutricional de crianças menores de dois anos, informações sociodemográficas e estado nutricional da mãe, no município de Palmas (TO)

2022· article· pt· W4285308440 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRevista Cereus · 2022
Typearticle
Languagept
FieldHealth Professions
TopicIndigenous Health and Education
Canadian institutionsQuest University Canada
Fundersnot available
KeywordsAnthropometryOverweightMedicinePopulationDemographyEnvironmental healthPediatricsObesity

Abstract

fetched live from OpenAlex

The assessment of the nutritional status of children is important for monitoring the quality of life and child development, besides predicting the living conditions of the general population. The aim of this study is to evaluate the nutritional profile and associated factors in children under two years of age living in the city of Palmas (TO). This is research of a quantitative nature, of a transversal nature, operating in the descriptive classification, through a survey/survey in which it uses statistical techniques, and a research instrument (questionnaire) containing questions related to sociodemographic variables. The sample studied consisted of 109 children under two years of age in the municipality, and it was possible to evaluate the nutritional status at birth of 87 (79.80%) and current of 52 (47.70%) children. Eutrophy was the most frequent nutritional status at birth and current in the children studied. Overweight was the main anthropometric deviation/nutritional status observed in children younger than two years in the municipality. There was no significant association between the nutritional status at birth and present infant with the maternal nutritional status, and it was possible to observe a greater association with the sociodemographic characteristics.   Keywords: Nutritional status. Child. Child development. Weight at birth.

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.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.369
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0100.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0100.002

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 head0.048
GPT teacher head0.389
Teacher spread0.341 · 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