MétaCan
Menu
Back to cohort
Record W4409602156 · doi:10.18192/aporia.v17i1.7046

Pour des systèmes de soins de santé viables : privilégier la robustesse plutôt que l’optimisation

2025· article· fr· W4409602156 on OpenAlexfundvenueno aff
Dan Lecocq

Bibliographic record

VenueAporia · 2025
Typearticle
Languagefr
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsnot available
FundersUniversité du LuxembourgFédération Wallonie-BruxellesUniversity of Ottawa
KeywordsMedicine

Abstract

fetched live from OpenAlex

Le concept de performance s'est progressivement imposé dans les politiques de santé. Présentée comme nécessaire et positive, elle est souvent réduite à l’efficience, qui se traduit par des politiques et des modes de gestion qui visent l’optimisation. Alors qu’elles seraient garantes de la soutenabilité de nos systèmes de soins de santé, ces pratiques les ont rendus fragiles. Un éclairage venu des sciences du vivant nous permet de mieux comprendre pourquoi. En effet, les biologistes constatent que les êtres vivants ne privilégient pas l’optimisation, mais bien la robustesse. Pour faire face aux fluctuations, un organisme robuste fonctionne avec des redondances et des incohérences, des variations et de l’inachèvement, des gaspillages apparents, fait la part belle à la lenteur, aux durées et à l’hétérogénéité. Il fonctionne de façon sous-optimale. Cet article propose une réflexion théorique et des pistes de gestion des organisations pour des systèmes de soins de santé plus robustes.

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)0.008
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.695
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0010.001
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 head0.067
GPT teacher head0.444
Teacher spread0.376 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueAporiaSame topicHealthcare Systems and PracticesFrench-language works237,207