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Record W2159711967 · doi:10.1093/pch/17.6.317

The Baby-Friendly Initiative: Protecting, promoting and supporting breastfeeding

2012· article· en· W2159711967 on OpenAlexaboutno aff
Catherine Pound, Sharon Unger

Bibliographic record

VenuePaediatrics & Child Health · 2012
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsnot available
Fundersnot available
KeywordsBreastfeedingMedicineBreast feedingNursingGovernment (linguistics)PediatricsFamily medicineEnvironmental health

Abstract

fetched live from OpenAlex

Breastfeeding confers extensive and well-established benefits and is recognized as an extremely effective preventative health measure for both mothers and babies. Except in very few specific medical situations, breastfeeding should be universally encouraged for all mothers and infants. To improve worldwide breastfeeding initiation and duration rates, the WHO and UNICEF launched the Baby-Friendly Initiative (BFI) in 1991. The goal was to protect, promote and support breastfeeding by adherence to the WHO's "Ten Steps to Successful Breastfeeding". Since then, more than 20,000 hospitals in 156 countries have achieved Baby-Friendly status, with a resultant increase in both breastfeeding initiation and duration. Still, only 500 hospitals are currently designated Baby-Friendly in industrialized countries, including 37 health centres or health authorities in Canada. Health care practitioners have a unique and influential role in promoting and supporting breastfeeding. Provincial and territorial government leadership is essential to ensuring implementation of the BFI in all health care facilities delivering services to families with young children.

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 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)0.005
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.399
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.024
GPT teacher head0.323
Teacher spread0.299 · 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 teacher head, not a consensus.

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

Citations59
Published2012
Admission routes1
Has abstractyes

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