Notice bibliographique
Résumé
The scale of the Snapshot project was daunting from the beginning. The earliest discussions made clear that the supplement would require unusually complex planning and scheduling. And it would be four times larger than our usual supplements. My early discussions with Brownie Anderson had convinced me, however, that a successful Snapshot supplement would be a major contribution and therefore well worth the effort. Snapshot is an unprecedented collection of reports on curricular structure and change in North American medical education. First, it covers almost all of the accredited medical schools in the United States and in Canada (118 of the 125 in the United States and 12 of the 16 in Canada). Second, the reports have the same basic structure, so that the information can be more readily compared institution to institution. Third, they emphasize process and change rather than quantitative data. Fourth, the information was collected and distilled by a uniquely knowledgeable person. The last time that such a complete picture of U.S. medical education was presented was when Abraham Flexner published the results of his famous survey in 1910. His work is often misunderstood—Flexner did not undertake a dispassionate survey and afterwards make recommendations for reform. Instead, he had a strong agenda of promoting the path of reform already under way at some institutions, and he surveyed U.S. medical schools as a way to highlight the differences between the good schools, the ordinary schools, and the disgracefully bad ones. His report was so successful that the reform movement is associated with him, even though it predated him. Decades later, when the Flexnerian curriculum in its turn needed reform, again the changes were introduced piecemeal, at different speeds, in different surroundings and with widely different outcomes. Despite the commonalities brought about by accreditation and licensure standards, there is great and stimulating variety of educational approaches in our medical schools. However, the variety is difficult to comprehend. This time, unlike 1910, we do not need to know the number of hours that students study particular subjects or whether schools have entrance requirements. Instead, we need to understand the structures of curriculum governance and administration, the approach to curriculum organization, the philosophy of teaching and learning as expressed in the curriculum. The Snapshot collection gives us that. The collection can be used as a reference, to find information about a particular school or about an aspect of the medical curriculum across schools or about an innovation. It gives a general mile marker for how curricula are organized and governed. Most important, it may allow us to create schema, rather than only rank orders, of medical education programs and thus to better understand the structures and systems that can best educate physicians.
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 | 0,002 | 0,014 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,002 | 0,002 |
| Études des sciences et des technologies | 0,003 | 0,001 |
| Communication savante | 0,006 | 0,005 |
| Science ouverte | 0,002 | 0,003 |
| Intégrité de la recherche | 0,003 | 0,005 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,600 | 0,570 |
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 ».