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Record W4200290397 · doi:10.1177/00494755211064654

Preliminary report of sexual assaults at Ekiti Sexual Assault Referral Centre, Ado-Ekiti, Southwest, Nigeria (Moremi Clinic)

2021· article· en· W4200290397 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.

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

VenueTropical Doctor · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineReferralSexual assaultDepression (economics)Quarter (Canadian coin)Incidence (geometry)Poison controlEmergency departmentMedical emergencyFamily medicineSuicide preventionPsychiatry

Abstract

fetched live from OpenAlex

There has been a surge in the incidence and severity of sexual assaults globally with the insurgence of COVID-19 owing to lockdown restrictions. Ekiti Sexual Assault Referral Centre, Ado-Ekiti also known as Moremi Clinic was established in June 2020 as a multisectoral response centre to this surge. Seventy-four survivors accessed medical services from June 2020 to May 2021. Adolescents made up 54.1% while the median age was 14.5 years. Only seven survivors were seen within 24 h of the event and around a quarter had follow-up visits. A quarter of survivors reported repeat episodes of sexual assault. Complications documented were sexually transmitted infections (13.5%), depression (4.1%) and posttraumatic stress disorder (5.4%). There was a failure of contraception in 4.5% of survivors who had taken emergency contraceptive pills. For improvements in quality of care, strategies to ensure early presentation and encourage follow-up visits must be introduced.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.061
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.056
GPT teacher head0.355
Teacher spread0.300 · 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