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Record W4286776590 · doi:10.51249/easn05.2022.840

PRIMARY CARE AS A TOOL TO FIGHT VIOLENCE AGAINST WOMEN: AN INTERNATIONAL APPROACH

2022· book-chapter· en· W4286776590 on OpenAlexaboutno aff
Maria Eduarda Serafim Crispim, Gabriela Trigueiro Lopes Ramalho, Flaviana Ribeiro Coutinho de Mendonça Furtado, Beatriz Ribeiro Coutinho de Mendonça Furtado, Gabriela Braga Santos, Raoany Pontes Guerra

Bibliographic record

VenueEditora Acadêmica Periodicojs eBooks · 2022
Typebook-chapter
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
Fundersnot available
KeywordsDomestic violenceMental healthMedicineHealth careIntervention (counseling)AnxietyPublic healthPsychologyPsychiatryNursingPolitical scienceCriminologySuicide preventionPoison controlEnvironmental health

Abstract

fetched live from OpenAlex

Introduction: Domestic violence against women is recognized as a global public health problem, requiring strategic direction. The WHO in its global plan to address interpersonal violence stated that there are four strategic directions: strengthening health system governance, strengthening health service delivery and professional response capacity, strengthening program prevention, and improving information and evidence. The most mental health sequelae for female victims are depression, anxiety, post-traumatic stress disorder, and substance use. The role of primary care varies, starting with preventing, identifying and evaluating women, being a longitudinal care, as it is common for aggression to be repeated. The aim of this study is to assess how different countries deal with violence against women, and thus, indicate effective forms of intervention. Methodology: This is a literature review study, with a qualitative approach. A search was carried out in the PubMed database with the descriptors “Domestic and Sexual Violence against Women” and “primary care” between the years 2003 to 2020. After eligibility criteria, eleven articles were selected, all in English. Results: Studies from different countries were found. Each country with a cut of the theme related to cultural disparities. So in India it was discussed how loveless marriages arranged by families can be related to domestic violence. In Canada, there is a study of ways to approach women victims of intimate partner violence. Some people argued that health professionals should ask women about domestic violence. They argue that ‘screening’ can encourage revealing abuse or acknowledging their own experience as violence. Others argue that such screening should be targeted at high-risk groups. Studies have suggested that women have a preference for screening methods that do not involve health professionals, given the sensitive nature of domestic violence. Personalized online interactions are currently being studied to help women in situations of violence. These can improve access to information and support for safety and well-being planning, particularly for women who are reluctant. Conclusion: It is necessary to train professionals to identify and approach violence against women, in addition, it is necessary to formulate well-defined public policies that guarantee comprehensive care. Increasing screening sensitivity, appropriate treatment for physical and psychological sequelae.

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)0.014
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.078

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0140.015
Science and technology studies0.0020.004
Scholarly communication0.0090.007
Open science0.0020.005
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0070.000

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 head0.017
GPT teacher head0.281
Teacher spread0.264 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueEditora Acadêmica Periodicojs eBooks→Same topicIntimate Partner and Family Violence→French-language works237,207→