MétaCan
Menu
Back to cohort
Record W4400622094 · doi:10.22374/cjmrp.v2i2.182

MIDWIFERY IN BRITISH COLUMBIA: IS IT TIME FOR AN EXPANDED SCOPE OF PRACTICE? FINDINGS FROM A QUESTIONNAIRE ON PRACTICE ISSUES IN BRITISH COLUMBIA

2024· article· en· W4400622094 on OpenAlexaboutno aff
Jude Kornelsen, Lee Saxell

Bibliographic record

VenueCanadian Journal of Midwifery Research and Practice · 2024
Typearticle
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsScope (computer science)Columbia universityScope of practiceMedicinePsychologyObstetricsSociologyPolitical scienceMedia studiesComputer scienceHealth careLaw

Abstract

fetched live from OpenAlex

Canada is currently facing a shortage of physicians providing maternity care in both urban centres and rural environments. Although midwives have been regulated in five Canadian provinces, they are currently unable to meet the needs of a diversity of childbearing women. An expanded scope of practice may address some of the current obstacles to the provision of care. A 145-item questionnaire on current practice issues faced by midwives in British Columbia was administered to all registered midwives in the province in March 2002 (n=65). Thirty-five questionnaires were returned for a response rate of 54%. One component of the questionnaire focused on respondents' views of an expanded scope of practice. Out of a possible 32 items, the majority of respondents advocated including an additional 17 items into their current scope of practice. Desired functions included increased prescribing authority and an increase in some technical skills. Conversely, the majority of respondents were not interested in including15 additional items including gynecological surgery and advanced procedures. In order to be a viable long-term contributor to maternity care in Canada, midwives must engage in a dialogue with each other over future directions for their profession, begin consultations with other players in maternity care, and develop a mechanism for evaluating any changes to their scope of practice. The results of this study indicate an interest on the part of some midwives to increase their scope of practice. However, findings may not be representative of the opinions and attitudes of all registered midwives in British Columbia. More research is needed into the nature and implications of such changes.

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)0.013
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.932
Threshold uncertainty score0.161

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.001
Scholarly communication0.0020.001
Open science0.0010.001
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 head0.120
GPT teacher head0.495
Teacher spread0.375 · 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 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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Midwifery Research and PracticeSame topicPrimary Care and Health OutcomesFrench-language works237,207