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Record W6981672885

Étude comparative de la prise en charge des patients atteints de BPCO dans les pharmacies d’officines françaises et les pharmacies communautaires du Québec

2025· dissertation· en· W6981672885 on OpenAlexaboutno aff

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2025
Typedissertation
Languageen
FieldPsychology
TopicAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes
Canadian institutionsnot available
Fundersnot available
KeywordsMultidisciplinary approachCOPDScope (computer science)Pulmonary diseasePharmacyMultidisciplinary teamHealth careQualitative researchMEDLINE
DOInot available

Abstract

fetched live from OpenAlex

Chronic obstructive pulmonary disease (COPD) is the fourth leading cause of death worldwide. However, in France as in Quebec, it remains under-diagnosed and under-treated. Its management requires a multidisciplinary approach involving all healthcare professionals. The healthcare systems in these two countries differ, influencing the pharmacist's missions according to the prerogatives granted to him. This study aims to compare these differences and identify ways of optimizing the pharmacist's role in this pathology. To this end, a qualitative survey was conducted with three French and three Quebec pharmacists. Analysis revealed a shared perception of the importance of their role with COPD patients. However, pharmacists' lack of familiarity with the latest recommendations limits their involvement. Ongoing training and simplified tools are essential. While pharmacists in Quebec benefit from a wider scope of action, they nevertheless face similar constraints to their French counterparts, particularly in terms of organization and time management. On the other hand, control of inhaled therapies, essential to treatment efficacy, remains inadequate: only a third of pharmacists surveyed systematically check that devices are being used correctly. The study also highlights the fact that, although pharmacists recognize their role in COPD prevention and screening, there is no strategy that actively integrates them into these missions. Consequently, to optimize the management of COPD patients, it seems essential to develop specific screening and follow-up tools, adapted to the medico-economic model of pharmacies.

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)0.002
metaresearch head score (Gemma)0.007
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 score0.099
Threshold uncertainty score0.198

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.332
Teacher spread0.304 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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