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Record W7042984371

Regulating the Risk of Blood-borne Related Infections: Men Who Have Sex with Men Deferral Policy

2018· article· en· W7042984371 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2018
Typearticle
Languageen
FieldComputer Science
TopicComputational Physics and Python Applications
Canadian institutionsnot available
Fundersnot available
KeywordsDeferralMen who have sex with menCompromiseBlood supplyEpidemiologyPublic healthBlood donor
DOInot available

Abstract

fetched live from OpenAlex

In Canada, from 1989 to 2013, a man who had had sex with another man (MSM), even once since 1977, was categorically excluded from the blood donor pool. Although the LGBTTQ community and student groups argued that this exclusion, based solely on sexual orientation, was discriminatory and promoted homophobic attitudes, the painful legacy of the tainted blood scandal and the desire to maintain public trust in the blood supply, prevented Canadian Blood Services from relaxing the eligibility. The recent changes to the MSM blood deferral policy primarily aimed to align the ban with new epidemiological evidence of risk. Implicitly, another goal was to increase blood supply by enhancing young Canadian's perception of blood services, prompting them to become regular donors. An extensive consultation process, lasting almost a decade, was necessary to reach a compromise amongst patient groups opposed to changes to the legislation, and the LGBTTQ and student groups who wanted to eliminate the deferral for MSM altogether and reform screening practices. A consensus amongst high interest groups was reached in 2013, resulting in the implementation of a 5-year deferral (meaning MSM become eligible donors after five years without sex with other men) and three years later, a change to a 1-year deferral. The changes to the deferral policy have had a small impact on net blood supply; nevertheless, they have succeeded at improving donor compliance, satisfying activists, and advancing the possibility of introducing novel and improved screening tools that tackle the risk inherent in sexual practices rather than the risk related to sexual orientation. Un homme ayant eu ne serait-ce qu'un seul rapport sexuel avec un autre homme (HSH) après 1977 était catégoriquement exclu du don du sang au Canada entre 1989 et 2013. En dépit des objections de la communauté LGBTTQ et d'associations étudiantes selon lesquelles cette exclusion, fondée uniquement sur l'orientation sexuelle, était discriminatoire et promouvait les attitudes homophobes, la Société Canadienne du Sang se trouvait empêchée par l'ombre portée du douloureux scandale du sang contaminé ainsi que par sa volonté de maintenir la confiance du public dans la qualité du sang d'assouplir les règles d'éligibilité. Les changements récents à la politique de moratoire sur les dons de sang de HSH visaient essentiellement à adapter l'exclusion aux nouvelles données épidémiologiques sur les risques encourus. Un autre objectif, implicite, était d'améliorer l'image des services de dons de sang auprès des jeunes Canadiens, les poussant ainsi à devenir des donneurs réguliers, afin d'augmenter l'offre de sang. Un processus de consultation approfondie ayant duré pas loin de dix ans a été nécessaire pour atteindre un compromis entre les associations de patients, opposées à tout changement à la législation, et les associations étudiantes ou la communauté LGBTTQ qui souhaitaient éliminer tout moratoire pour les dons HSH et réformer les pratiques de dépistage. Un consensus fut atteint entre ces groupes d'intérêt en 2013, autour d'un moratoire de cinq ans (ce qui signifie que les HSH deviennent éligibles comme donneurs après cinq ans d'abstinence de rapports homosexuels), puis, trois années plus tard, un moratoire d'un an. Ces changements de durées de moratoire n'ont eu qu'un effet limité sur l'offre de sang ; cependant, ils ont amélioré l'observance des donneurs, satisfait les activistes, et amélioré les perspectives d'innovation en matière de dépistage, de manière à cibler le risque lié aux pratiques plutôt qu'à l'orientation sexuelle.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.271
Threshold uncertainty score0.838

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0030.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.098
GPT teacher head0.473
Teacher spread0.375 · 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