Notice bibliographique
Résumé
As we start a new year and a new volume of Paediatrics & Child Health (PCH), it seems appropriate to pause and reflect on what we’ve learned since we launched a new era for this journal with Oxford University Press (OUP). First, I apologize for the font size in the initial issues, which required the use of a magnifying glass for those of us born before The Beatles first appeared on The Ed Sullivan Show (February 9, 1964). I hope you’ve noticed the changes we made, and find the layout and design easy to read and digest. In our mission to be a journal that improves child and youth health by providing clinicians with evidence-based and practical information and education, what are the challenges for Paediatrics & Child Health? How do we solicit articles that are both of interest and of practical value to readers (or of interest to a small segment of readers but likely to warrant a Nobel Prize)? Rightly or wrongly, publications by academic physicians are primarily judged by the journal’s impact factor (determined by the frequency with which articles from that journal are quoted in other journals). The PCH 5-year Journal Citation Reports impact factor is a healthy 2.3 and we have no publication fees. We do need to work harder at informing potential authors that we are an excellent choice for their manuscripts, particularly those that might lead to even a small change in practice for general paediatricians in Canada. How do we ensure that the most appropriate articles are considered for publication? Authors have typically spent months (or even years) completing a study. It then takes at least twice as long as one would ever estimate to write the manuscript. Research has very much evolved into a team sport so typically, the first author will have to satisfy multiple fellow authors, each of whom has read a slightly different version of ‘How to write a medical manuscript’. There is then the joy of navigating an online review system, which entails adding an abstract (despite being the most vital part of the publication, it is often tacked on in haste), deriving keywords, suggesting reviewers and changing figures into a semi-obscure format. It seems sad if the editor then rejects the paper without sending it for review, but there is no other option if the subject is likely to be of limited interest to the journal audience. Another major barrier is that often authors seek to publish a report of a novel program that they claim has improved patient care or medical education but unless they can document that improvement, it seems bold to try to sell it to the world. How do we ensure that the peer review process is fair and efficient for articles that we deem potentially appropriate for PCH? It is my opinion that it has become increasingly difficult to find peer reviewers, as almost anyone who has published a medical manuscript in the past decade is inundated with requests to review manuscripts. This stems from the almost-logarithmic growth of journals published by ‘predatory’ publishers. Starting in about 2000, legitimate online-only journals appeared. Rather than using a subscription or advertising model, these journals charged the authors an ‘article processing charge’ to publish their manuscript, often offering lower rates to authors from resource-poor countries. The huge advantage to this model is that accepted manuscripts are ‘open access’ (available online free of charge almost immediately, sometimes with all peer review comments accessible), leading some major funders such as the National Institutes of Health to require that all research they sponsor be published only in journals with an open access option. One disadvantage is that junior authors may not have research funds to cover the article processing fees. Another disadvantage is that within a decade, this model was adopted by ‘predatory’ publishing companies. Such companies publish open-access journals that differ from ‘standard’ journals; typically the job of the editor-in-chief is nebulous, the editorial board (if one exists) will never communicate with each other or convene, and because the goal of the journal is to collect as many article processing charges as possible, the standards for acceptance of articles may be ridiculously low (See http://healthydebate.ca/2017/01/topic/canadian-research-falling-prey-predatory-journals for the lack of barriers experienced by an Ottawa reporter in publishing a manuscript that was total nonsense). The publishing world becomes even more confusing when predatory publishers purchase journals from legitimate publishers; these journals retain their impact factor, title, and indexing in databases such as PubMed. Thanks to my stellar editorial board and to our reviewers for countless hours of reviewing the work of others to ensure that every manuscript we publish is accurate, clear, concise and useful. All comments (in particular the positive ones) are welcome at jr3@ualberta.ca.
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 | 0,004 | 0,025 |
| Méta-épidémiologie (sens strict) | 0,002 | 0,001 |
| Méta-épidémiologie (sens large) | 0,002 | 0,001 |
| Bibliométrie | 0,004 | 0,002 |
| Études des sciences et des technologies | 0,002 | 0,002 |
| Communication savante | 0,011 | 0,003 |
| Science ouverte | 0,002 | 0,002 |
| Intégrité de la recherche | 0,005 | 0,007 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,143 | 0,087 |
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 ».