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Record W4400615174 · doi:10.22374/cjmrp.v17i2.63

Experiences, Opinions, and Use of Complementary and Alternative Medicine Among Alberta Midwives

2024· article· en· W4400615174 on OpenAlex
Chinelo Oguaju, Deborah Dewey, Gregor Wolbring, G. Becker, Stacey Page

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian Journal of Midwifery Research and Practice · 2024
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAlternative medicineMedicinePsychologyFamily medicineMedical educationPathology

Abstract

fetched live from OpenAlex

Background: Complementary and alternative medicines (CAMs) are widely used by individuals in many parts of the world to treat different ailments and maintain good health. Midwives are maternity care providers who may recommend or provide CAMs to assist clients with their pregnancies and childbirth and the early neonatal health of infants. There are currently no provincial data on the recommendation and use of CAMs by Alberta midwives. Objectives: To describe the use, experiences, and opinions of Alberta midwives about CAMs, as well as their self-reported educational needs relating to CAM. Method: A descriptive cross-sectional survey was distributed to all midwives registered with the Alberta Association of Midwives. Result: The response rate to the survey was 23.7% and the completion rate was 82.7%. About 90% of the participating midwives recommended CAM, and 45.8% provided CAM very often to their clients. Client preferences and scientific evidence of efficacy were the most commonly stated reasons for recommending CAM. More than two-thirds (70.8%) of respondents believed that they lacked adequate CAM education. Conclusion: CAM was frequently recommended by the midwives who participated in this study. However, the majority of the participants indicated that they lack adequate knowledge and education in regard to CAM. Consequently, providing more CAM education opportunities for midwives may be justified. This article has been peer reviewed.

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.

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)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.561
Threshold uncertainty score0.961

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.002
Scholarly communication0.0000.001
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 head0.253
GPT teacher head0.464
Teacher spread0.211 · 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