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Record W2243127163 · doi:10.26443/ijwpc.v1i1.11

The Expectations of Low and High Risk Pregnant Women Who Seeking Obstetrical Care in a Highly Specialized Hospital

2014· article· en· W2243127163 on OpenAlexaffvenueabout
Roxana Behruzi, Marie Hatem, Lise Goulet, William D. Fraser

Bibliographic record

VenueInternational Journal of Whole Person Care · 2014
Typearticle
Languageen
FieldMedicine
TopicMaternal and Perinatal Health Interventions
Canadian institutionsUniversité de MontréalMcGill University
Fundersnot available
KeywordsContext (archaeology)MedicineQualitative researchFamily medicineNursing

Abstract

fetched live from OpenAlex

Background: In the context of a highly specialized hospital, birth care might be is expected to be more medicalized and technocratic for both low and high risk pregnant women.Objective: This study aimed to explore the expectation of low and high risk pregnant women who seeking an obstetrical care in a highly specialized hospital.Methods: A single case study design was chosen for this study. The case under study was a tertiary and university affiliated hospital in Montreal, Canada. The data were collected through semi-structured interviews, field notes, participant observations and self-administered questionnaire. An inductive qualitative content analysis was used.Results: As a whole 157 women were participated in the study. The analysis of data showed that both high and low risk women felt more satisfied with the care they received if they were provided with informed choices, had the right to participate in the decision-making process and were surrounded by competent care providers and obstetric technology. The presence of an attentive care provider during labour who humanly cared for women and her family considered as essential component of birth care by women participant.Conclusion: A birth care provider in a tertiary hospital setting should aim to meet both physiological and psychological aspects of birth care, including respect of the fears, beliefs, values, and needs of women and their families. Integration of competent and caring professionals, as well as the use of obstetric technology, could enhance the level of certainty and assurance in both high-risk and low risk women in a tertiary hospital.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.009
GPT teacher head0.287
Teacher spread0.278 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2014
Admission routes3
Has abstractyes

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