Notice bibliographique
Résumé
Freedom of expression is a cherished feature of democratic societies and, in Canada this freedom is enshrined in the Charter of Rights. In the research world, expression often takes the form of scientific publication and freedom to publish is a critically important aspect of scientific life. A recent case involving publication of scientific information that is considered to have the potential to be dangerous has triggered a debate on this issue (1). The research at the centre of the controversy involves the creation of an H5N1 avian influenza virus with mutations that render it easily transmissible between ferrets, animals that have similarities to humans in lung physiology and respiratory tract receptors for influenza viruses. Ferrets appear to closely mimic the response of humans to the virus; they transmit the seasonal human influenza viruses efficiently but transmit the avian influenza viruses poorly. It is assumed that this H5N1 virus, which has been selected by passage through ferrets will also pass readily from person to person. Wild H5N1 viruses are associated with a high mortality rate (about 50%) but poor transmissibility among humans (2). There are 2 concerns about the modified H5N1 influenza virus. One is that escape from the laboratory could result in an influenza pandemic; the other is that publication of the characteristics of the genetically altered virus could provide a blueprint for a bioterrorism weapon that could be used by so-called “rogue states” or malicious individuals. There has been vigorous debate in the scientific community and in the media about whether the studies in question should be published (1–4). The media hype has been intense; the virus has been referred to as “a man-made flu virus that could change world history if it were ever set free” and as a virus that could “trigger an influenza pandemic, quite possibly with many millions of deaths” (3). The rationale for the research is clear and compelling: we know little about the features of the influenza virus that cause it to be highly transmissible among humans and this knowledge is necessary for a good assessment of the pandemic risk associated with the various influenza viruses in the animal reservoirs. Some scientists argue that the risk of escape from the laboratory is almost zero, as the studies are conducted in contained laboratories that are highly regulated and closely monitored. However, breaches in high-level containment laboratories have occurred in the past. Some scientists downplay the potential virulence of the virus, indicating that it would likely need to exchange some of its genes with a human strain of the virus in order to be highly transmissible among humans. It is also noted that flu pandemics have been caused by H1, H2 and H3 viruses but never by H5 viruses — but there could be a first time for an H5 virus. The 2 groups of influenza researchers who have created the modified H5N1 virus have established a voluntary 60-day moratorium on further research on the virus and the question of publication was reviewed, first by the U.S. National Science Advisory Board (NSAB) and later by a group of scientists who met in Geneva under the auspices of the World Health Organization (WHO) (1–4). The NSAB advised that a version of the manuscript that left out critical details should be published and mechanisms found to make the full paper available to influenza researchers and others who need to know. The Geneva group recommended that the papers be published in their entirety — a recommendation which has been supported by the WHO. There is agreement on all sides that the science involved in the papers is excellent and important for future studies. This issue, pitting scientific advancement against risk to the public, is a difficult one (2). The debate has highlighted the importance of enhanced monitoring and biosafety for laboratories engaged in this kind of research, targeted surveillance of field strains of H5N1 avian influenza viruses, and continued research on protection against influenza viruses through vaccines and other interventions. Distinguished scientists are lined up on both sides of the issue (2,4) and it will likely take time and intense deliberation before rational guidelines can be drawn up concerning the conduct and publication of research that has the potential to cause harm to the public, through accidental or deliberate measures.
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 | 0,134 | 0,330 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,003 | 0,002 |
| Bibliométrie | 0,003 | 0,004 |
| Études des sciences et des technologies | 0,010 | 0,049 |
| Communication savante | 0,041 | 0,045 |
| Science ouverte | 0,005 | 0,010 |
| Intégrité de la recherche | 0,045 | 0,050 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,030 | 0,017 |
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 ».