Notice bibliographique
Résumé
Security has become the watchword since September 11, 2001. We talk of securing borders and securing air travel safety, and the federal government even titled its 2001 budget, Securing Progress in an Uncertain World (1). Like my colleagues in academic medicine, I was delighted with the steps that the government started to take in its ‘strategic investments’ to increase funding for research and research infrastructure. The question that has not had meaningful public discussion, however, surrounds Canada’s ability to secure and provide its population with appropriate pharmaceuticals and biological protection in the face of current demand, which includes the threat of bioterrorism. When the government attempted to secure Cipro (Bayer, Canada) for anthrax treatment, we experienced a taste of the problems that can arise. On this occasion, it became an argument only about the appropriate supplier, and not about whether there was sufficient supply or which population, which country, would have priority for the product. Vaccine production and supply are very different issues. We have already had supply problems with some of the currently produced vaccines, including those for influenza and meningococcus. How will Canada respond to the new terrorism of anthrax and the threatened one of smallpox if large numbers of people need to be vaccinated? In 1980, the World Health Organization declared, “Smallpox is dead!” (2). In their 1985 review, Oxford and Oberg (3) noted that smallpox vaccine production was so relatively uncontrolled and standardized that it would not likely be licensed if it were proposed as a new vaccine today. The amount of smallpox vaccine that is stored in Canada and the United States is inadequate for our populations, and although dilution of the vaccine has been proposed, we have no experience with such an approach in a mass vaccination program. In December, Health Canada’s Centre for Emergency Preparedness issued a request for information about companies that are able to produce smallpox vaccine. Replies were to be submitted by January 7, 2002. This request underscores the national storage centre’s inability to produce an adequate supply of the vaccine. This is ironic, given that the formation of Canada’s Department of Health was a result of the recognition that Public Health could not be only a Provincial responsibility and through the leadership of people who were involved in establishing the Antitoxin Vaccine Laboratories at the University of Toronto. In 1913, Dr John FitzGerald returned to Toronto from his travels in Europe with a definite plan to establish a laboratory that could produce antitoxin and vaccines. Support came from a strong public health activist in the Ontario Public Health Department, Dr JWS McCullough, and from the University of Toronto’s Dr J Amyot. They recognized the positive impact that free biological products such as diphtheria antitoxin could have on poor people’s health and on the economy of the province. It was the First World War, however, that created the demand for tetanus antitoxin and smallpox vaccine production. In 1915, Colonel Gooderham donated the farmland that enabled the University of Toronto Antitoxin Laboratory, in collaboration with the Canadian Red Cross, to expand its production facilities. Gooderham decided to name the site after the Governor General of the day, the Duke of Connaught. The dramatic impact of public health measures, and vaccine and antitoxin protection during World War I, the recognition that this was a national public issue, and the impact of the 1918 influenza epidemic combined to persuade the Canadian government to establish the Department of Health in 1918, with Dr Amyot as its first deputy minister (4). Canada now faces the possibility of another type of biological threat, and the question is “can we respond?”. Production facilities have merged and are now international corporate operations that are not necessarily responsive to Canadian needs. We have already experienced some supply difficulties with specific vaccines (eg, meningococcus) and the United States has had problems with its influenza vaccine supply. As we face new threats, we must ask the critical questions: Is Canada’s vaccine acquisition stable? Is our production ability secure? Are pharmaceutical industry laboratories sufficient, or should we be housing vaccine development and production capability within publicly funded institutions? Can a national laboratory, linked with a research institution and/or a university not only perform the research and development function, but also become the production unit in times of supply shortages? Canada must take notice of the actions that have been taken in this area in the United States. The Bioterrorism Preparedness Act (5) allocates US$2.6 billion for biological preparedness! Included in this amount is more than half a billion American dollars for the purchase and deployment of a smallpox vaccine, US$165 million for the Centers for Disease Control and Prevention to upgrade its capacity, and nearly US$600 million for pharmaceutical stockpiling. Developing a publicly funded vaccine production capacity would clearly be a shift in current policy, and it requires significant debate. Because we have no secure supply for some regularly used vaccines, and because there is no publicly funded production mechanism for emergency vaccines, this debate is urgent.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,007 | 0,036 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,001 | 0,002 |
| Études des sciences et des technologies | 0,001 | 0,003 |
| Communication savante | 0,006 | 0,013 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,005 | 0,006 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,032 | 0,010 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».