Notice bibliographique
Résumé
Dear Editor, At the time of global public health emergencies, such as the current 2019 coronavirus disease outbreak (COVID-19)[1], research articles on the topic are appearing at an ever-accelerating rate[2]. While the PubMed bibliographic database is arguably the most convenient and comprehensive online resource for accessing peer-reviewed biomedical literature, there are other sources to consider when timely information is a critical concern. With the initiative put forward by the Wellcome Trust in response to the Zika virus outbreak in 2016[3], various major publishers and organizations have committed to make research findings relevant to global public health emergencies available as rapidly and openly as possible [Table 1]. With this, researchers can benefit from timely and free access to all relevant peer-reviewed research publications, including those otherwise accessible by subscription only.Table 1: Free to access coronavirus disease 2019 (COVID-19) resources with full-text biomedical research articlesA notable difference in the way of publishing research results between now and the past is the increased embracement of preprints by researchers in the biomedical field. On the one hand, preprints can dramatically increase both the speed and the visibility of research by posting reports online before a formal peer-review process. An article on the discovery and potential origin of COVID-19 posted on bioRxiv on January 23 has received over 206,000 downloads and was mentioned by 69 news outlets within a month[4]. On the other hand, they can open up the possibility of trading off accuracy with immediacy as well as a concern for misuse or misinterpretation. A case in point was the publication of an article on bioRxiv that claimed to find “uncanny similarities” between the new coronavirus and HIV[5]. While the article was swiftly retracted by the authors within 2 days after it was scrutinized by the scientific community, this was not fast enough to prevent the incorrect information from spreading through social networks. Preprints are undoubtedly an efficient venue for scientific communication, especially during public health emergencies. Nevertheless, it is imperative to remember that they are not validated through peer-review. Medical researchers should maintain extra vigilance when reading and citing preprints. Frontline medical professionals should not to rely on them to guide their clinical practice. Last but not least, journalists have a responsibility to remind readers, the differences between preprints and published articles. Sensational and misleading reports can have the potential to further aggravate the already panic and chaotic situation. Financial support and sponsorship Nil. Conflicts of interest There are no conflicts of interest.
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 distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,043 | 0,114 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,004 |
| Études des sciences et des technologies | 0,002 | 0,000 |
| Communication savante | 0,003 | 0,003 |
| Science ouverte | 0,006 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,004 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,015 | 0,001 |
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; les deux têtes enseignantes s’accordent sur ce qui est montré ici.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».