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Record W2011643215 · doi:10.3821/145.5.cpj213

Pharmacists Join Chorus of Health Care Professionals Concerned about Cuts to Refugee Health Benefits

2012· article· en· W2011643215 on OpenAlexvenueaboutno aff
Kathie Lynas

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2012
Typearticle
Languageen
FieldHealth Professions
TopicInterpreting and Communication in Healthcare
Canadian institutionsnot available
Fundersnot available
KeywordsChorusJoin (topology)RefugeeHealth professionalsHealth careNursingMedicineBusinessPublic relationsMedical emergencyPolitical scienceLawArt

Abstract

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Pharmacists have joined physicians, nurses, dentists and social workers in a bid to persuade the federal immigration minister to change his mind about restricting extended health benefits for refugees. The Canadian Pharmacists Association (CPhA) is among 8 national associations representing health and social services practitioners that are warning of the risks of the new policy and are requesting its reversal. Benefits need to be restored to all refugees “to ensure the health and well-being of our society's most vulnerable populations,” the associations said in a letter to Jason Kenney on July 5, 2012. The health care community has been outspoken in its criticism of the changes to the Interim Federal Health Program (IFHP) since Mr. Kenny announced earlier this year that $20 million a year in program benefits would be cut by June 30. The minister said that refugees would no longer have access to what he called “gold-plated” extras not available to all Canadians — including coverage for prescription drugs, dental care, eyeglasses and wheelchairs. Mr. Kenney later stated that government-sponsored refugees would still receive those benefits. That still leaves about two-thirds of refugees without supplementary health benefits, says Dr. Jeff Poston, executive director of the CPhA. The policy is shortsighted, says Dr. Poston, given that health care providers may end up referring refugees to already overburdened emergency departments and those who aren't given proper treatment will end up costing the system more. The program cuts are not only contrary to Canadian values of compassion and inclusiveness, he adds, but they are a threat to the quality of patient care and will put pharmacists in difficult and confusing situations. “What do you do with a refugee who is a diabetic and has been taking medication, and is now not covered? Are we going to cut off treatment? We also don't know if their coverage might be picked up by provincial programs — there's such a lack of clarity.” “Our request is to have all the benefits restored,” he says. “However, if they do stay with the policy, it is important to be very clear about who is covered and who is not, and what are some of the options with respect to provincial plans?” The issue is expected to remain in the public domain for quite some time. Opposition politicians have vowed to keep the issue alive when Parliament resumes in September. In addition, a group of physicians has formed “Canadian Doctors for Refugee Care,” which has vowed to track and publicize cases of death or serious harm resulting from the policy.

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)0.005
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.951
Threshold uncertainty score0.136

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.023
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0140.004
Scholarly communication0.0070.004
Open science0.0010.006
Research integrity0.0170.019
Insufficient payload (model declined to judge)0.0410.007

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 head0.105
GPT teacher head0.444
Teacher spread0.339 · 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 designNot applicable
Domainnot available
GenreCommentary

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
Published2012
Admission routes2
Has abstractyes

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