MétaCan
Menu
Back to cohort
Record W4405436780 · doi:10.52214/gsjp.v23i.12447

Sexual and Intimate Partner Violence Against Women with Schizophrenia: A Scoping Review

2024· review· en· W4405436780 on OpenAlexaff
Kellie-Anne Bélisle, Sarah Hepworth, Adrianna Mendrek, Joel Montanez

Bibliographic record

VenueGraduate Student Journal of Psychology · 2024
Typereview
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsBishop's University
Fundersnot available
KeywordsDomestic violenceSchizophrenia (object-oriented programming)PsychologySexual violencePsychiatryClinical psychologyMedicineCriminologyHuman factors and ergonomicsPoison controlEnvironmental health

Abstract

fetched live from OpenAlex

Background: Globally, 641 million women are touched by intimate partner violence (IPV), establishing it as the most prevalent form of violence affecting women. Women, who are already disproportionately affected by sexual and IPV, face an elevated risk when dealing with severe mental illnesses (SMI) compared to the general population. Schizophrenia, classified as an SMI, poses numerous obstacles that impact women’s ability to maintain employment, good health, and sustain stable relationships. Nevertheless, limited data exists on IPV against women with schizophrenia and its impact. Aims: The objective of this scoping review was to summarize the available literature on sexual and IPV against women with schizophrenia and underlie future avenues of research. Methods: We conducted an electronic search using keywords in the following databases: APA PsychInfo, PubMed, Scopus, Google Scholar and Psychology and Behavioral Sciences Collection. The search yielded a total of 6,099 articles. Upon title and abstract review, 97 articles were retained for full-text reading, after which 7 articles were included in this review. Results: The available articles reveal an association between sexual and IPV against women with schizophrenia. Younger women diagnosed with schizophrenia, especially those with low income or unemployed, are at a higher risk of experiencing sexual and IPV. This victimization increases the likelihood of suicide and exacerbates psychopathology. Conclusion: Research should examine care-setting interventions for women with schizophrenia, who are at increased risk of sexual and IPV, aiming to prevent severe harm. Implementation of preventive measures is essential for enhancing healthcare and societal transformation.

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)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.017
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.025
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0170.015
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.002
Research integrity0.0030.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.109
GPT teacher head0.475
Teacher spread0.366 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueGraduate Student Journal of PsychologySame topicIntimate Partner and Family ViolenceFrench-language works237,207