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Record W2153393072 · doi:10.1177/0890334412441862

Expansion of the Ten Steps to Successful Breastfeeding into Neonatal Intensive Care

2012· article· en· W2153393072 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Human Lactation · 2012
Typearticle
Languageen
FieldMedicine
TopicBreastfeeding Practices and Influences
Canadian institutionsMinistère de la Santé et des Services Sociaux (Québec)
Fundersnot available
KeywordsBreastfeedingIntensive careHealth careMedicinePopulationNursingFamily medicinePediatricsPolitical scienceEnvironmental healthLaw

Abstract

fetched live from OpenAlex

The World Health Organization/United Nations Children's Fund Baby-Friendly Hospital Initiative: Revised, Updated, and Expanded for Integrated Care (2009) identifies the need for expanding the guidelines originally developed for maternity units to include neonatal intensive care. For this purpose, an expert group from the Nordic countries and Quebec, Canada, prepared a draft proposal, which was discussed at an international workshop in Uppsala, Sweden, in September 2011. The expert group suggests the addition of 3 "Guiding Principles" to the Ten Steps to support this vulnerable population of mothers and infants: 1. The staff attitude to the mother must focus on the individual mother and her situation. 2. The facility must provide family-centered care, supported by the environment. 3. The health care system must ensure continuity of care, that is, continuity of pre-, peri-, and postnatal care and post-discharge care. The goal of the expert group is to create a final document, the Baby Friendly Hospital Initiative for Neonatal Units, including standards and criteria for each of the 3 Guiding Principles, Ten Steps, and the Code; to develop tools for self-appraisal and monitoring compliance with the guidelines; and for external assessment to decide whether neonatal intensive/intermediate care units meet the conditions required to be designated as Baby-Friendly. The documents will be finalized after consultation with the World Health Organization/United Nations Children's Fund, and the goal is to offer these documents to international health care, professional, and other nongovernmental organizations involved in lactation and breastfeeding support for mothers of infants who require special neonatal care.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.400
Threshold uncertainty score0.208

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.020
GPT teacher head0.322
Teacher spread0.302 · 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