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Record W4200296042 · doi:10.1177/10497323211057090

Sex: What Is the Big Deal? Exploring Individuals’ with Intellectual Disabilities Experiences with Sex Education

2021· article· en· W4200296042 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueQualitative Health Research · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsUniversity of British ColumbiaUniversity of British Columbia, Okanagan Campus
Fundersnot available
KeywordsReproductive healthHuman sexualityAgency (philosophy)PsychologyIntellectual disabilityQualitative researchParticipatory action researchHealth educationMedical educationMedicineSociologyGender studiesNursingPublic healthPopulationPsychiatrySocial science

Abstract

fetched live from OpenAlex

This article offers perspectives shared by self-advocates in the first phase of a community-based participatory research project untaken to address barriers that individuals with intellectual disabilities face with respect to sexual health knowledge. Using descriptive qualitative methods, we interviewed 19 individuals with intellectual disability about their experiences and knowledge related to sexual health. The research question guiding this project was: What are self-advocates' with intellectual disabilities experiences learning about sexual health and sexuality? The findings highlight that participants faced barriers and lack of access to sexual health education, and while they learned about sexual health through formal sexual health education, frequently this knowledge came through lived experience. Finally, the findings underscore that participants knew what they wanted with respect to sexual health education and offered recommendations. The importance of accessible sexual health education for self-advocates that supports their rights and desires to express their sexuality and sexual agency is highlighted.

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)0.009
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.082
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.004
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.554
GPT teacher head0.570
Teacher spread0.015 · 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