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Record W2112595571 · doi:10.3821/145.5.cpj197a

Canada falls short on safeguarding its drug supply

2012· article· en· W2112595571 on OpenAlexaffvenueabout
Matthew B. Stanbrook, Rosemary Killeen

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicPharmaceutical Economics and Policy
Canadian institutionsCanadian Pharmacists Association
Fundersnot available
KeywordsGovernment (linguistics)SafeguardingLegislatureMedicineLegislationBusinessParliamentIntensive care medicinePolitical scienceLawNursing

Abstract

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Drug shortages, a global problem affecting pharmacies and hospitals across Canada, have become frequent, largely unpredictable and widespread since mid-2010. Occasional drug shortages are not new, but the number and variety of drugs involved recently is unprecedented. This situation will not improve in the foreseeable future without major changes in how Canadian governments, both federal and provincial, respond to it. Drug classes particularly affected have included antiepileptics (e.g., phenytoin), chemotherapy agents (e.g., docetaxel), antibiotics (e.g., amoxicillin/clavulanate and cephalexin) and anesthetic agents (e.g., propofol). Most drugs recently affected are generic, particularly sterile injectable medications. Consequences to Canadians have included worsening of chronic medical conditions, medical errors, adverse effects from substituted new drugs, cancellation of surgeries and medical procedures, and increased costs to patients and the health care system.1–3 Although the causes of drug shortages are myriad and complex, 1 Canada's lack of preparedness for and ability to cope with this problem seem more readily apparent. One salient feature is the absence of integrated, coordinated national leadership on drug policy in Canada. Despite warnings from a variety of stakeholders in 2010 and 2011, the federal government's response to this alarming problem has, to date, been inadequate. Little legislative attention was paid to this issue until the sudden, unexpected shutdown of production in early 2012 at Sandoz, the exclusive supplier of many generic injectable drugs in Canada, prompted debate in Parliament and hearings at the House of Commons Standing Committee on Health.4 Other countries have taken more decisive action. Europe has mandated advance reporting of drug shortages for over a decade.1 In the US, President Barack Obama issued an executive order last fall requiring all pharmaceutical manufacturers to inform the Food and Drug Administration in advance of any impending potential drug shortages. This initiative has already been credited with a 6-fold increase in manufacturer reports and a doubling of drug shortages that have been prevented.5 Legislation passed by the US Congress in June 2012 gave the FDA further regulatory authority in this area.6 Yet similar government action has been absent in Canada, where the Minister of Health, rather than giving Health Canada the authority to require mandatory reporting, is instead relying on industry to set up its own voluntary reporting system. Only in March 2012 did the House of Commons pass a nonbinding Opposition motion calling for mandatory reporting and a national drug supply strategy. Tellingly, the report of the Standing Committee on Health endorses neither recommendation.4 If governments do not start showing leadership on this issue, who will act in the interest of Canadian patients? Canada cannot cope adequately with a problem of this scope with 14 regional health systems operating independently. Federal involvement in this issue is unavoidable, given direct federal responsibility for some health care delivery (e.g., to Aboriginal communities, military personnel and inmates of federal prisons), not to mention drug patent laws and the Canada Health Act. Moreover, regulatory authority for drugs belongs to Health Canada, which only belatedly has started to inform the public about drug shortages and to expedite approval of alternate suppliers of drugs that have been in short supply. Indeed, delays at Health Canada in approving new drugs and production process improvements for existing drugs have likely exacerbated drug shortages.1,4 As a first step toward a national approach, a mandatory reporting system for impending shortages should be created and maintained, so that health care stakeholders at all levels have adequate and timely information with which to make decisions. With coordinated national leadership, Canada could potentially implement other strategies to mitigate shortages of vital supplies: expanding the national pharmaceutical stockpile to include more drugs deemed essential to health care delivery; requiring that supply contracts for all essential drugs be made with a minimum of 2 suppliers; or establishing contingency plans to share supplies across the country and restock from alternate international suppliers quickly if a shortage occurs. National influence and legislative authority could also provide incentives to lead pharmaceutical manufacturers away from business practices that drive shortages. Meanwhile, provincial governments must do more to activate their own capacity for coordinated action, such as through the Council of the Federation. The people of Canada deserve greater responsiveness and action from their elected officials to safeguard the supply of some of the most critical components of health care delivery. It is ridiculous and intolerable that a wealthy, developed nation like Canada cannot reliably provide medicines to its people. Dear readers, After 7 years with the journal, this is my last issue as CPJ's Editor-in-Chief. It has been a privilege to be a part of many exciting initiatives undertaken during these years, including the initiation of our supplement program, launch of our online edition and social media presence and participation in pharmacy student events across Canada. I've enjoyed the opportunity to collaborate with hundreds of authors, reviewers, editorial board members and contributors representing many organizations who have been part of the journal's ongoing evolution. I believe we can all take pride in the recent acceptance of CPJ content into PubMed Central. A regular publication such as CPJ takes many hands to put together. I'd like to especially thank the “small but mighty” team of Renee Dykeman, Kelsey Skromeda, Feng Chang, Marilyn Birtwistle, Jay Peak, Kathie Lynas and Alka Bhalla, as well as supplement collaborators Christine LeBlanc, Louise Welbanks and Sylvie Marcotte, for their dedication, support and friendship. It has been a joy to work with all of you. Thank you to everyone who has taken the time to write or comment on an article they've enjoyed (or not!) in CPJ over the past years — you have made the position very rewarding and for that I am truly grateful. — Rosemary Killeen

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)0.017
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: Editorial · Consensus signal: none
Teacher disagreement score0.927
Threshold uncertainty score0.530

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0150.005
Scholarly communication0.0120.005
Open science0.0040.004
Research integrity0.0090.009
Insufficient payload (model declined to judge)0.0460.008

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 head0.068
GPT teacher head0.265
Teacher spread0.197 · 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
GenreEditorial

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".

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Citations0
Published2012
Admission routes3
Has abstractyes

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