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Record W2189119327 · doi:10.22374/cjmrp.v4i2.167

EMPOWERMENT : A CONCEPT WELL-SUITED TO MIDWIFERY

2024· article· en· W2189119327 on OpenAlexaboutno aff
Josée Lafrance, Lyne Mailhot

Bibliographic record

VenueCanadian Journal of Midwifery Research and Practice · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicPoverty, Education, and Child Welfare
Canadian institutionsnot available
Fundersnot available
KeywordsEmpowermentObstetricsSociologyNursingMedicinePolitical science

Abstract

fetched live from OpenAlex

Midwives, owing to their philosophy and their approach, are inspired by the concept of empowerment during the entire perinatal period. The aim of this article is to demystify the concept of empowerment and then to analyse it in relation to midwifery, particularly during the postnatal period. In light of the analysis of the concept according to the literature, empowerment within the context of midwifery is defined as follows: starting with a relationship that is based on a partnership between the midwife, the woman and her family, empowerment is an intentional process of sharing knowledge and power, which contributes to a woman's will and ability to make choices that are in harmony with her values, while enabling her to confidently undertake the actions that ensue from her choices. The application of the concept of empowerment in the practice of midwifery emphasizes that this approach induces and incites active participation of the mother and the development of her own abilities. Furthermore, empowerment does not occur without contributions from each of the partners. A few questions are raised in regards to the application of the concept of empowerment in the framework of a midwifery practice that is expanding in the Canadian population.

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)0.006
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.872
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.069
GPT teacher head0.416
Teacher spread0.347 · 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 designNot applicable
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

Citations2
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Midwifery Research and PracticeSame topicPoverty, Education, and Child WelfareFrench-language works237,207