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Record W4387266551 · doi:10.13162/hro-ors.v11i1.5435

The Restoration House COVID-19 Vaccination Clinic: Challenging Systemic Racism and Ableism through Community Solidarity and Action

2023· paratext· en· W4387266551 on OpenAlexaffvenueabout

Bibliographic record

VenueHealth Reform Observer - Observatoire des Réformes de Santé · 2023
Typeparatext
Languageen
Field
Topic
Canadian institutionsMcMaster University
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

This paper reviews the advocacy efforts, community organizing, establishment, operation, and lessons learned from a project in Hamilton, Ontario to build the first-ever COVID-19 clinic for Black and other racialized people, people with disabilities, and those experiencing barriers to access COVID-19 vaccinations. Community advocates, academics, and health leaders who are from and serve Black and other racialized and marginalized groups in Hamilton responded to the overwhelming impacts of COVID-19 on marginalized Black and other racialized groups in Hamilton through relational solidarities that allowed for community members to lead the advocacy, design, and operation of a clinic to serve those most in need with the knowledge and expertise most capable of such an intervention. Amidst resistance of municipal and provincial officials to act for healthy equity, racist backlash, and problematic organizational and institutional responses to the needs of Black and other racialized community leaders, Restoration House clinic advocates and community leaders responded to the demand by maintaining focus on community through collective solidarities. The Restoration House example offers several contributions to how we think about community and public health advocacy, organizing, and operational interventions through crises and beyond. Cet article passe en revue la campagne de revendication, les efforts d’organisation communautaire, la mise en place, le fonctionnement et les leçons tirées d’un projet mené à Hamilton, en Ontario, et visant à établir la toute première clinique COVID-19 pour les personnes Noires et racialisées, les personnes handicapées et celles qui rencontrent des obstacles à l’accès aux vaccinations COVID-19. Les défenseurs de la communauté, les universitaires et les dirigeants du secteur de la santé issus et au service des personnes Noires, racialisées ou marginalisées de Hamilton voulaient trouver une réponse adéquate aux effets disproportionnés de la COVID-19 sur les personnes Noires, racialisées ou marginalisées de Hamilton en utilisant les solidarités relationnelles qui ont permis aux membres de la communauté de diriger la revendication, la conception et les activités d’une clinique pour servir les personnes qui en ont le plus besoin avec les connaissances et l’expertise les plus à même de mener une telle intervention. Dans un contexte d’hésitation des autorités municipales et provinciales à agir résolument pour l’équité en santé, de réactions racistes et de réponses organisationnelles et institutionnelles défaillantes aux besoins des leaders de la communauté Noire et d’autres communautés racialisées, les défenseurs de la clinique Restoration House et les dirigeants communautaires ont répondu à la demande en maintenant l’accent sur la communauté par le biais de solidarités collectives. L’exemple de la Restoration House apporte plusieurs contributions à notre réflexion sur la défense des intérêts de la communauté et de la santé publique, l’organisation et les interventions opérationnelles en cas de crise et au-delà.

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 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)0.013
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.444
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0120.001
Scholarly communication0.0010.003
Open science0.0010.001
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0000.002

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 head0.208
GPT teacher head0.424
Teacher spread0.216 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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

Citations1
Published2023
Admission routes3
Has abstractyes

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