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Record W2041970198 · doi:10.3917/riges.264.0034

La logistique hospitalière : un remède aux maux du secteur de la santé?

2001· article· fr· W2041970198 on OpenAlexvenueno aff
Sylvain Landry, Martin Beaulieu

Bibliographic record

VenueGestion · 2001
Typearticle
Languagefr
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesMedicineGynecologyPhilosophy

Abstract

fetched live from OpenAlex

Résumé Face aux défis que doit relever le réseau de la santé de nombreux pays occidentaux, les auteurs exposent le fait qu’une amélioration des activités de logistique hospitalière pourrait être une avenue de solution qui permettrait une réduction des coûts tout en dégageant du temps chez le personnel soignant. Quatre parties composent cet article. La première partie définit l’envergure de la logistique hospitalière à l’intérieur d’un centre hospitalier. En s’inspirant de grilles d’analyse élaborées dans le domaine de la stratégie d’exploitation, la deuxième partie explore les rôles que la logistique hospitalière peut jouer. À la suite de cette présentation, la troisième partie cherche à préciser la position généralement adoptée par les services logistiques des centres hospitaliers. Finalement, la quatrième partie s’appuie sur une série d’observations réalisées aux États-Unis et en France pour suggérer des modèles alternatifs de gestion de la logistique hospitalière.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.051
Threshold uncertainty score0.102

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0040.009
Scholarly communication0.0100.005
Open science0.0010.004
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0130.001

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 head0.056
GPT teacher head0.454
Teacher spread0.398 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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

Citations41
Published2001
Admission routes1
Has abstractyes

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