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Record W7148540243 · doi:10.18103/mra.v14i3.7370

A qualitative study of parents' experiences with prematurity antenatal consultation

2025· article· W7148540243 on OpenAlexaff
Maya Dahan, Paige Church, Karel O'Brien, Leahora Rotteau, Jack Maypole

Bibliographic record

VenueMedical Research Archives · 2025
Typearticle
Language
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsUniversity of TorontoSinai Health SystemMount Sinai HospitalSunnybrook Health Science Centre
Fundersnot available
KeywordsThematic analysisQualitative researchExploratory researchContextualizationContext (archaeology)Grounded theory

Abstract

fetched live from OpenAlex

Objective: Antenatal consultations (AC) are an opportunity to provide anticipatory guidance about preterm birth to parents and facilitate their involvement in healthcare decisions. Literature shows that contextualization and eliciting family beliefs and values is essential, but there is limited discussion about how acknowledging those beliefs and values by clinicians is perceived by parents in AC. The research question is: (How) does the integration of family context (FC), beliefs and values shape patient experience of antenatal counselling? Study Design: This is an exploratory secondary analysis of interviews with eleven parents. A flexible coding strategy was used with a thematic analysis that drew on some methods from grounded theory. Results: Three themes comprising the parental experience of the prematurity antenatal consultation were identified. Parental experiences begin with a whirlwind of unknown, wherein parents feel caught in unanticipated, unknown frenzy of potentially delivering prematurely. Parents rationalized the need for this overwhelming but necessary discussion, but at times question how it was approached. Finally, they used two core methods to cope with this uncertainty; hope and human connection, both rooted in clinician integration of their FC, beliefs and values. Conclusion: This study reinforces the necessity of acknowledging and addressing parental needs identified by understanding their context, beliefs and values, regardless of gestational age or perceived medical complexity by the healthcare professional.

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)0.004
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.004
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.056
GPT teacher head0.470
Teacher spread0.414 · 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 designQualitative
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
Published2025
Admission routes1
Has abstractyes

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