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Record W4415010318 · doi:10.22374/cjmrp.v24i1.191

Navigating Informed Choice in Canadian Midwifery Care

2025· article· en· W4415010318 on OpenAlexaffabout
Kirsten Montgomery, Jennifer Nguyen, Jennifer Goldberg

Bibliographic record

VenueCanadian Journal of Midwifery Research and Practice · 2025
Typearticle
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsMcMaster UniversityMcMaster University Medical CentreUniversity of British ColumbiaNova Scotia Community College
Fundersnot available
KeywordsDocumentationPlan (archaeology)Continuity of careInformed consentFace (sociological concept)Confidentiality

Abstract

fetched live from OpenAlex

Canadian midwifery is grounded in informed choice, yet midwives often face uncertainty when clients choose care outside clinical recommendations. These moments expose clients and midwives to risks of coercion, fractured communication, and legal or professional scrutiny. In spite of this, there is no explicit framework or tool to guide midwives through the ethical, relational, and systemic complexities of such decisions. This article introduces the Perinatal Midwifery Care Plan—a framework and documentation tool developed to uphold relational autonomy. The care plan supports individualized care planning through structured dialogue, collaborative decision-making, and consistent documentation, ultimately to reduce provider stress, enhance interprofessional communication, and protect client agency. We situate the care plan within Canadian midwifery values and review its theoretical foundations, strengths, and limitations. As midwifery care evolves, the care plan offers a practical mechanism to support ethical practice, while future research is needed to explore its application across diverse clinical and educational contexts. RÉSUMÉLa profession de sage-femme au Canada repose sur le choix éclairé, mais les sages-femmes sont souvent confrontées à l’incertitude lorsque leurs clientes choisissent des soins qui ne correspondent pas aux recommandations cliniques. Ces situations exposent les clientes et les sages-femmes à des risques de coercition, de rupture de communication et de contrôle juridique ou professionnel. Malgré cela, il n’existe aucun cadre ou outil explicite pour guider les sages-femmes à travers les complexités éthiques, relationnelles et systémiques de telles décisions. Cet article présente le plan de soins périnataux par les sages-femmes, un cadre et un outil de documentation développés pour préserver l’autonomie relationnelle. Le plan de soins favorise la planification de soins individualisés grâce à un dialogue structuré, une prise de décision collaborative et une documentation cohérente, dans le but ultime de réduire le stress des prestataires, d’améliorer la communication interprofessionnelle et de protéger l’autonomie des clientes. Nous situons le plan de soins dans le contexte des valeurs canadiennes en matière de sage-femmerie et examinons ses fondements théoriques, ses points forts et ses limites. À mesure que les soins de sage-femmerie évoluent, le plan de soins offre un mécanisme pratique pour soutenir la pratique éthique, tandis que des recherches supplémentaires sont nécessaires pour explorer son application dans divers contextes cliniques et éducatifs.

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)0.007
metaresearch head score (Gemma)0.028
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.688
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.028
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.005
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 head0.174
GPT teacher head0.581
Teacher spread0.407 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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