MétaCan
Menu
Back to cohort
Record W4364377556 · doi:10.3138/ptc-2022-0071

Exploring the Education and Practice Experiences of Pelvic Health Physiotherapists in Canada: A Qualitative Descriptive Study

2023· article· en· W4364377556 on OpenAlexaffvenueabout
Stephanie Scodras, Jacquie Ripat, Heather Colquhoun, Euson Yeung, Susan Jaglal, Nancy M. Salbach

Bibliographic record

VenuePhysiotherapy Canada · 2023
Typearticle
Languageen
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsUniversity Health NetworkUniversity of ManitobaToronto Rehabilitation InstituteUniversity of Toronto
Fundersnot available
KeywordsMedicineThematic analysisQualitative researchPhysical therapyBiopsychosocial modelPelvic floorVulnerability (computing)NursingSurgery

Abstract

fetched live from OpenAlex

Purpose: Pelvic health physiotherapy involves sensitive practices including internal assessment and treatment of the pelvic floor. Pelvic health physiotherapy education is not standardized in Canada, which may lead to diverse experiences. The purpose of this study was to explore the education and practice experiences of pelvic health physiotherapists in Canada. Method: This descriptive qualitative study used semi-structured interviews with physiotherapists providing pelvic health services in Canada and a reflexive thematic analysis approach. Results: Based on interviews with 20 pelvic health physiotherapists (19 women and one man) from six provinces, we identified four themes: the right fit, managing vulnerability, the holistic nature of pelvic health physiotherapy, and entering pelvic health physiotherapy requires thoughtful consideration. Participants described pelvic health physiotherapy as the right fit for themselves personally and professionally. The clinical practice involved managing their patients’ and their own vulnerability and taking a holistic and biopsychosocial approach to treating patients with pelvic health conditions. Participants described the importance of mentorship and a supportive clinical environment when entering the field. Conclusions: This study provides an understanding of pelvic health physiotherapists’ experiences, which can help to guide the advancement of pelvic health physiotherapy education and practice supports in Canada.

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)0.005
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.074
Threshold uncertainty score0.537

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.005
Science and technology studies0.0210.010
Scholarly communication0.0060.002
Open science0.0020.004
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.183
GPT teacher head0.505
Teacher spread0.322 · 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 designQualitative
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
Published2023
Admission routes3
Has abstractyes

Explore more

Same venuePhysiotherapy CanadaSame topicNursing Roles and PracticesFrench-language works237,207