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Vitamin D Screening of Healthy Newborns in Montreal

2017· article· en· W4389021899 on OpenAlexafffundabout
Catherine A. Vanstone, Maryam Razaghi, Nathalie Gharibeh, K Mullahoo, Laura Glenn, Sherry Agellon, Shu Qin Wei, Dayre McNally, Hope A. Weiler

Bibliographic record

VenueThe FASEB Journal · 2017
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsCentre Hospitalier Universitaire Sainte-JustineChildren's Hospital of Eastern OntarioMcGill University
FundersCanada Foundation for Innovation
KeywordsMedicineVitamin D and neurologyvitamin D deficiencyPediatricsVitaminGestational diabetesBirth weightNewborn screeningGestational agePreeclampsiaPregnancyObstetricsGestationInternal medicine

Abstract

fetched live from OpenAlex

National data on vitamin D status is lacking for neonates in Canada. The Institute of Medicine defines vitamin D deficiency as <30 nmol/L of 25(OH)D and recommends that 25(OH)D be at least 50 nmol/L to support bone health. The Canadian Paediatric Society suggests 25(OH)D be between 75 to 225 nmol/L. One out of four healthy term-born infants born to healthy mothers from Quebec City had cord serum 25-hydroxyvitamin D (25(OH)D) concentrations <50 nmol/L. Identifying infants with insufficient vitamin D status at birth will inform health professionals and parents of the need to establish good vitamin D stores early in life. The aim of this study was to assess the feasibility of newborn screening for vitamin D status within 24–36 h of birth. Mothers and their infants from a hospital in the greater Montreal area were studied. A capillary sample (500 μl) was obtained at the same time as other standard screening tests for measurement of total 25(OH)D using a chemiluminescent assay (Liaison, Diasorin). A researcher administered a questionnaire to the mothers to survey ethnicity and immigration status, income, education, supplement use and sun exposure. Inclusion criteria were any singleton healthy term-born infant of appropriate weight for gestational age based on the Arbuckle Canadian growth reference and born to a healthy mother of any race. Mothers were excluded if they had any form of diabetes, preeclampsia, celiac disease, inflammatory bowel disease or took medications that impact vitamin D/mineral metabolism. Data was collected from March to November 2016. Data are mean ± SD or proportions. Relative to all births 30.0% (292/971) did not meet the eligibility criteria. Of the remaining eligible mothers, 52.3% (355/679) agreed to screening. Complete data and blood samples were successfully obtained from 86.5 % (307/355) of participants. Mothers were 32 ± 5.4 years of age, 64.8% identified as white, 60.5% were born in Canada, 56.7% were university educated, 38.5% took a multivitamin during the 3 months before they became pregnant and 92.8% took a multivitamin during pregnancy. Neonates (n=159 male; n=148 female) were born at 40.0 ± 1.0 weeks gestation and had a weight of 3428 ± 378 g with a corresponding weight-for-age z-score of 0.2 ± 0.8. Serum 25(OH)D concentration was 48.0 ± 19.0 nmol/L; National Institutes of Standards and Technology vitamin D control 972a-Level 1 (73.3 +/− 2.8 nmol/L) was measured monthly and was within 2.3% of the reference value. Fifty-six percent (172/307) had a 25(OH)D concentration below 50 nmol/L, 18.2% (56/307) were below 30 nmol/L and 9.8% (30/307) were at or above 75 nmol/L (Figure 1). Overall, screening for vitamin D status was feasible in terms of a high acceptance rate by parents and sufficient sample volume. Given that such a large proportion of the infants were born insufficient warrants further examination into screening for vitamin D status at birth and current supplementation recommendations during pregnancy and for the neonate. Support or Funding Information Supported through a grant from the Canadian Institutes for Health Research, Canada Foundation for Innovation and the Canada Research Chairs Program. Histogram of serum 25(OH)D concentrations from healthy term-born infants of appropriate weight for gestational age (n=307).

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)0.001
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 score0.054
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.042
GPT teacher head0.329
Teacher spread0.287 · 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

Citations0
Published2017
Admission routes3
Has abstractyes

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