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Record W4229001453 · doi:10.15649/cuidarte.2014

Stigma experienced by people with mental illness in South America: an integrative review

2022· article· en· W4229001453 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

VenueRevista CUIDARTE · 2022
Typearticle
Languageen
FieldPsychology
TopicMental Health Treatment and Access
Canadian institutionsUniversity of Toronto
FundersFundação de Amparo à Pesquisa do Estado de São Paulo
KeywordsMental illnessStigma (botany)PsychiatryPsychologyMental healthMedicine

Abstract

fetched live from OpenAlex

Introduction: People with mental illness are highly stigmatized by populations around the world and are perceived to be a burden on society. As a result of stigma, many people with mental illness are discriminated against, which leads to limited life opportunities. Given that beliefs about mental illness can vary based on culture, religion, nationality and ethnicity, it is important to understand the different types of mental illness-related stigma experienced around the world. Materials and Methods: Whittemore and Knafl's (2005) methodology for integrative reviews was used to analyze 18 studies about lived experiences of mental illness-related stigma in South America. Results: Findings suggest that certain types of stigma in South America are based on gender and social norms, such as the social position of men and women in society. This leads to discrimination, isolation and violence from family, intimate partners, friends, society and health professionals. Employment is also limited for South Americans with mental illness. Other consequences, such a self-stigma, also impact the lives of people with mental illness in many South American contexts. Discussion: Family, friendship and social relationships, including health professionals, can involve processes that lead to the stigma experienced by people with mental illness. Conclusion: This integrative review highlights how mental illness related-stigma impacts individuals in South America.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.623
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0060.000

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 head0.018
GPT teacher head0.356
Teacher spread0.338 · 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