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Record W4410078366 · doi:10.18332/ejm/201991

Revisiting our own professional identity in order to move midwifery forward in coherence

2025· article· en· W4410078366 on OpenAlexafffundabout
Raymonde F. Gagnon, Céline Lemay

Bibliographic record

VenueEuropean Journal of Midwifery · 2025
Typearticle
Languageen
FieldMedicine
TopicMaternal and Perinatal Health Interventions
Canadian institutionsUniversité du Québec à Trois-RivièresInnovation and Economic Development Trois Rivières
FundersSocial Sciences and Humanities Research Council of CanadaUniversité du Québec à Trois-Rivières
KeywordsCoherence (philosophical gambling strategy)Identity (music)Order (exchange)SociologyObstetricsPsychologyMedicineBusinessPhysicsAcousticsMathematicsStatistics

Abstract

fetched live from OpenAlex

INTRODUCTION: The midwife community of Québec, expressed the need to revisit the identity markers of the profession after been integrated for over twenty years into a medical and hospital-centered healthcare system. There was a need to identify meaningful concepts and principles that allow them to practice in coherence with their uniqueness and in continuity with their historical roots. METHODS: Qualitative research with a cooperative inquiry approach was chosen. A total of 65 midwives from various practice settings met during two days of reflection. Focus groups of parents (15) where added in order to enrich midwives' discussions. RESULTS: Five themes emerged: the concept of becoming a mother as a process of transformation, the accompaniment of this process, the concept of giving birth, the professional posture, and distinctive aspects from the medical paradigm. Parents emphasized the importance of a family-centered approach, trusting relationship, choices, and continuity. CONCLUSIONS: A reflective and collective process has allowed to reconnect with the meaning of being a midwife and practicing in coherence with its specificity. Some questions remained in relation to feminism, the spiritual dimension of birth and the community engagement. Moreover, the abundant use of the term 'physiology' for childbirth does not correspond to the richness of practice narratives and obscure the ineffable sacred character of birth. Midwives face the challenge of integration and inter-professionalism without losing parts of their autonomy and their professional voice. It would be appropriate to revisit the basic training program and examine the elements put in place to build and reinforce midwifery professional specific identity.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.201
Threshold uncertainty score0.446

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.033
GPT teacher head0.385
Teacher spread0.352 · 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

Citations0
Published2025
Admission routes3
Has abstractyes

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