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Record W4361210126 · doi:10.3917/vsoc.224.0173

Lier parcours de vie et trajectoires de services pour améliorer la qualité des systèmes de santé

2023· article· fr· W4361210126 on OpenAlexaff
Yves Couturier, Julie Martin, Maxime Guillette

Bibliographic record

VenueVie sociale · 2023
Typearticle
Languagefr
FieldEconomics, Econometrics and Finance
TopicHealth Systems, Economic Evaluations, Quality of Life
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Un peu partout dans le monde, les efforts sont nombreux pour augmenter l’efficacité de l’organisation des systèmes de santé. Dans cette perspective, les appels à la collaboration interprofessionnelle et intersectorielle se multiplient et génèrent un grand nombre d’innovations visant à mieux prendre en considération les trajectoires de soins. L’article présente dans un premier temps des principes généraux qui orientent les efforts d’innovation en matière d’actualisation des systèmes de santé. Puis il expose les potentiels d’amélioration des services de santé qu’une telle perspective contient en les concevant sous l’angle des parcours de vie. Enfin, il conclut sur quelques pistes d’action afin de lier parcours de vie et trajectoires de services en fonction d’une philosophie organisationnelle ancrant les services de santé dans une approche véritablement singularisante des soins.

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)0.018
metaresearch head score (Gemma)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.095

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.025
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0030.007
Scholarly communication0.0080.010
Open science0.0010.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0140.001

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 head0.172
GPT teacher head0.435
Teacher spread0.263 · 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 designObservational
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

Citations1
Published2023
Admission routes1
Has abstractyes

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