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Public health measures associated with the COVID-19 pandemic: Mothers' perceptions of emotional and physical closeness with their preterm infant before, during, and after the NICU stay

2025· article· en· W4412428117 on OpenAlexafffund
Valérie Lebel, Paméla Hamel-Hilaréguy, Sharmin Zahin, Francine deMontigny

Bibliographic record

VenueEarly Human Development · 2025
Typearticle
Languageen
FieldMedicine
TopicMaternal Mental Health During Pregnancy and Postpartum
Canadian institutionsUniversité du Québec en Outaouais
FundersFonds de Recherche du Québec-Société et Culture
KeywordsClosenessCoronavirus disease 2019 (COVID-19)PandemicPublic health2019-20 coronavirus outbreakMedicinePerceptionSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)PsychologyNursingVirologyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Public health measures during the COVID-19 pandemic have been shown to affect parents' physical and emotional closeness with their preterm infant in the NICU. However, no study has explored the effects of these restrictions on new mothers' perinatal trajectory. AIM: To explore mothers' perceptions regarding the impact of public health measures associated with the COVID-19 pandemic on their emotional and physical closeness to their preterm infant before, during, and after their NICU hospitalization. METHODS: This qualitative descriptive study included 14 mothers who gave birth to a preterm infant during the COVID-19 pandemic. Mothers participated in semi-structured Zoom interviews conducted between May 2021 and January 2022. RESULTS: Analysis of the mothers' narratives revealed that COVID-19 restrictions affected emotional and physical closeness throughout their perinatal experience. The main theme identified in mothers' accounts of the pregnancy period was "inconsistency and ignorance". For the childbirth period, the main theme was "loneliness and disconnected contact". During hospitalization, the emerging theme was "missed opportunities for physical and emotional closeness". In the post-hospitalization period, mothers described the theme "connecting more versus struggling to connect due to poor mental health". CONCLUSION: According to mothers, public health measures affected their emotional and physical bond with their infants before, during, and after their NICU stay. In the event of another pandemic, it would be crucial to reassess the implemented public health measures and provide support to parents through their entire perinatal experience.

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)0.000
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 score0.026
Threshold uncertainty score0.373

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 communication0.0000.000
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 head0.038
GPT teacher head0.299
Teacher spread0.262 · 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.

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

Citations1
Published2025
Admission routes2
Has abstractyes

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