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Record W2972889151 · doi:10.5539/gjhs.v11n11p67

Is HIV Self-Testing a Potential Answer to the Low Uptake of HIV Testing Services Among Men in Rwanda? Perspectives of Men Attending Tertiary Institutions and Kimisagara Youth Centre in Kigali, Rwanda

2019· article· en· W2972889151 on OpenAlexvenueno aff
Tafadzwa Dzinamarira, Pierre Gashema, Nadine Rujeni

Bibliographic record

VenueGlobal Journal of Health Science · 2019
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsnot available
FundersUniversity of Rwanda
KeywordsThematic analysisHuman immunodeficiency virus (HIV)MedicineTheme (computing)HarmQualitative researchFamily medicineGerontologyPsychologySociologySocial psychologySocial science

Abstract

fetched live from OpenAlex

BACKGROUND & OBJECTIVE: Rwanda has generally experienced low uptake of HIV testing services among men. However, the reasons behind this have not been researched. The main aim of this study was to explore whether HIV self-testing (HIVST) would have the capacity to improve uptake of HIV testing services among men in Rwanda. METHODS: We conducted a qualitative study of 22 men attending tertiary institutions and the Kimisagara Youth Centre in Kigali, Rwanda. Data collection was conducted through open interviews. Data analysis was conducted through thematic content analysis. RESULTS: Our findings revealed that most men had poor knowledge of HIVST, but the majority were willing to adopt it. Four main themes emerged during data analysis. Theme one indicated that men experienced a lack of sufficient information on HIVST. From theme two, it was uncovered that some men were indifferent to HIVST. From theme three, it emerged that most men perceived the cost as the main barrier to HIVST; however, if it was offered free of charge, they were willing to adopt it. Finally, theme four revealed that most men willing to adopt HIVST were concerned about the potential social harm and possible adverse events associated with HIVST.

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)0.004
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 score0.017
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.004
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.002
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 head0.026
GPT teacher head0.335
Teacher spread0.309 · 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

Citations7
Published2019
Admission routes1
Has abstractyes

Explore more

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