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Record W2896955254 · doi:10.1108/ijhrh-01-2018-0003

“Healthcare as a refuge”: building a culture of care in Montreal for refugees and asylum-seekers living with HIV

2018· article· en· W2896955254 on OpenAlexaffabout
Émilie Robert, Pierre‐Marie David

Bibliographic record

VenueInternational Journal of Human Rights in Healthcare · 2018
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsRefugeeHealth carePublic relationsGovernment (linguistics)MedicineNursingPolitical scienceLaw

Abstract

fetched live from OpenAlex

Purpose Between 2012 and 2016, the Government of Canada modified health insurance for refugees and asylum seekers. In Quebec, this resulted in refusals of care and uncertainties about publicly reimbursed services, despite guaranteed coverage for people with this status under the provincial plan. The Chronic Viral Illness Service (CVIS) at the McGill University Health Centre in Montreal continued to provide care to refugees and asylum seekers living with HIV. The purpose of this paper is to explain how and why challenges brought by this policy change could be overcome. Design/methodology/approach A qualitative case study was conducted using interviews with patients and staff members, observation sessions and a review of media, documents and articles. A discussion group validated the interpretation of preliminary results. Findings The CVIS provides patient-centered care through a multidisciplinary team. It collectively responds to medical, social and legal issues specific to refugees. Its organizational culture and expertise explain the sustained provision of care. The team’s empathetic view of patients, anchored in the service’s history, care for men who have sex with men and commitment to human rights, is key. A culture of care developed over time thanks to the commitment of exemplary figures. Because they countered the team’s values, changes in refugee healthcare coverage strengthened the service’s culture of care. However, the healthcare system reform launched in 2014 in Quebec is perceived as jeopardizing the culture of care, as it makes, refugee and asylum-seeker patients a non-lucrative venture for providers. Originality/value This research analyzes the origin of sustained provision of care to refugees and asylum seekers living with HIV through the lens of culture of care. It considers the historical and political contexts in which this culture developed.

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)0.009
metaresearch head score (Gemma)0.012
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 score0.138
Threshold uncertainty score0.551

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0390.035
Scholarly communication0.0120.005
Open science0.0040.013
Research integrity0.0020.005
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 head0.037
GPT teacher head0.464
Teacher spread0.427 · 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

Citations4
Published2018
Admission routes2
Has abstractyes

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