MétaCan
Menu
Back to cohort
Record W3215497567 · doi:10.1051/pmed/2021029

La Société internationale francophone d’éducation médicale (SIFEM) :
20 ans au service de la promotion de l’innovation, de la collaboration et de la recherche dans le champ de la formation des professionnels de la santé

2021· article· fr· W3215497567 on OpenAlexaff
Anne Demeester, Thierry Pelaccia, Bernard Charlin

Bibliographic record

VenuePédagogie médicale · 2021
Typearticle
Languagefr
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsFrancophone University Association
Fundersnot available
KeywordsHumanitiesFrenchPromotion (chess)Political scienceSociologyPhilosophyPolitics

Abstract

fetched live from OpenAlex

ÉDITORIALLa Société internationale francophone d'éducation médicale (SIFEM) : 20 ans au service de la promotion de l'innovation, de la collaboration et de la recherche dans le champ de la formation des professionnels de la santé Chères lectrices, chers lecteurs, Vous trouverez, dans ce nouveau numéro de Pédagogie Médicale, des articles de recherche en éducation des sciences de la santé et trois tribunes que les auteurs des conférences plénières du Congrès international de pédagogie des sciences de la santé (CIFPSS) de mai 2021 ont accepté de retranscrire pour les partager avec vous.Ce numéro reflète la dynamique de recherche, la pluralité des thématiques abordées et la place centrale qu'occupe l'interprofessionnalité au sein de notre communauté.La rédaction de la revue a confié la rédaction de l'éditorial de ce numéro au bureau de la SIFEM, nous permettant de communiquer sur l'évolution de notre société savante, comme nous avons l'habitude de le faire régulièrement.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.065
metaresearch head score (Gemma)0.025
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesMetaresearch, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.415
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0650.025
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0020.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.365
GPT teacher head0.571
Teacher spread0.207 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venuePédagogie médicaleSame topicHealthcare Systems and PracticesFrench-language works237,207