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Record W2946931266 · doi:10.1002/bdr2.1524

Journey to mother baby care: Implementation of a combined care/couplet model in a Level 2 neonatal intensive care unit

2019· review· en· W2946931266 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

VenueBirth Defects Research · 2019
Typereview
Languageen
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsUniversity of British ColumbiaB.C. Women's Hospital & Health Centre
Fundersnot available
KeywordsNeonatal intensive care unitIntensive careNursingMedicineHealth carePsychologyFamily medicinePediatricsIntensive care medicinePolitical science

Abstract

fetched live from OpenAlex

"Why can't I have my postpartum care in the same room as my baby?" questioned Hilary, a neonatal intensive care unit (NICU) "alumni" parent, during a design event for the new British Columbia's Women's Hospital 70 single family room NICU. This simple yet provocative question was nearly dismissed and the idea of a combined care model lost, since most members of the team thought it was simply "not possible." Hilary did not give up and continued to raise this idea throughout every design event. It was Hilary's fortitude and sharing of her NICU experience that was the inspiration for the MotherBaby Care unit. The voice of one woman has improved the birth experiences of potentially thousands of mothers and their at-risk newborns. By honoring women's voices and values in health care, positive changes that matter to women, infants, and families can be made. Mothers also shared: "I knew what was best for me was to be with my baby," "If I could stand up after my C-section, I would drag my IV pole to be with my baby!", "Teach me how to take care of my premature baby before I am ready to go home!" MotherBaby Care is a combined care or "couplet" care where one NICU nurse provides care for a postpartum mother and her at-risk newborn in the Level 2 NICU. This review describes the journey from innovation and design to the implementation of the MotherBaby Care model.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.849
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.279
GPT teacher head0.482
Teacher spread0.203 · 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