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Record W4210393964 · doi:10.3390/sexes3010009

Sexual and Reproductive Health Service Provision to Adolescents in Edmonton: A Qualitative Descriptive Study of Adolescents’ and Service Providers’ Experiences

2022· article· en· W4210393964 on OpenAlexaffabout
Eliza Vass, Zia Bhanji, Bisi Adewale, Salima Meherali

Bibliographic record

VenueSexes · 2022
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsUniversity of Alberta
FundersWorld Health Organization
KeywordsReproductive healthThematic analysisNursingService providerQualitative researchService (business)MedicinePsychologyPopulationEnvironmental healthBusinessSociology

Abstract

fetched live from OpenAlex

The goal of adolescent sexual reproductive health (SRH) services is to provide information, education and healthcare to promote safe health practices and protect adolescents from negative health outcomes; however, access to timely, effective, and affordable SRH services by adolescents in Edmonton, Canada remains relatively unknown. Our study sought to understand the perspectives and experiences of adolescent girls and service providers in relation to availability, accessibility, and quality of SRH services available in Edmonton. The study objectives were to explore SRH services adolescents seek, uncover barriers in accessing SRH services and identify areas to improve accessibility. Qualitative description design was employed to conduct this study. Five service providers specializing in SRH, and eight females (ages 17–20 years) that access SRH services were recruited from the Alberta Health Services Birth Control Centre (BCC). Semi-structured interviews took place via Zoom. Thematic analysis was conducted using NVIVO software. Findings consisted of four primary themes: (1) views and current SRH practices; (2) barriers to accessibility; (3) the effects of COVID-19 on accessibility; (4) identified gaps in SRH care. The findings from our study support the development of knowledge translation strategies and make recommendations to improve the present quality of SRH services in Edmonton.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.137
GPT teacher head0.451
Teacher spread0.314 · 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 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

Citations11
Published2022
Admission routes2
Has abstractyes

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