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Record W3157733631 · doi:10.7202/1076510ar

GRATUITÉ DES SOINS ET UTILISATION DES SERVICES DE SANTÉ MATERNELLE – UNE ANALYSE D’IMPACT AU SÉNÉGAL

2021· article· fr· W3157733631 on OpenAlexvenueno aff
Gaston Brice Nkoumou Ngoa

Bibliographic record

VenueL Actualité économique · 2021
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Policies and Family
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Un an après sa phase pilote, la gratuité des accouchements et césariennes a été généralisée au Sénégal comme dans plusieurs pays d’Afrique de l’Ouest malgré l’absence de vérification de l’impact causal de cette mesure sur l’utilisation des services de santé maternelle. L’objectif de ce papier est d’évaluer l’impact à court terme de la mesure de gratuité des frais d’accouchement et de césarienne sur l’utilisation des services de santé maternelle au Sénégal. Les estimations à partir de la méthode des doubles différences (DID) ont été réalisées en faisant usage des données d’observations provenant de la quatrième Enquête Démographique et de Santé (EDS-IV). Les résultats économétriques n’ont pas permis de mettre en évidence l’effet positif attendu du programme de gratuité à court terme. Ce résultat permet d’interroger la mise à l’échelle au niveau national de cette politique de gratuité un an plus tard.

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)0.004
metaresearch head score (Gemma)0.009
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.249
Threshold uncertainty score0.496

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.060
GPT teacher head0.350
Teacher spread0.290 · 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
Published2021
Admission routes1
Has abstractyes

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