MétaCan
Menu
← Back to cohort

Opening borders. Part One: The White Paper on the Pharmacy Degree: destination or point of departure. Quo vadis, Pharmacy?

2025· article· W4416912164 on OpenAlexaboutno aff
Agustín G. Asuero

Bibliographic record

VenueAnales de la Real Academia Nacional de Farmacia · 2025
Typearticle
Language
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsPharmacyWhite paperAccreditationStatus quoEuropean unionPharmaconomistAgency (philosophy)Pharmacy practiceMultistate Pharmacy Jurisprudence Examination

Abstract

fetched live from OpenAlex

The Spanish Pharmacy Faculties, both public and private, worked together, under the auspices of the National Agency for Quality Assessment and Accreditation (ANECA), to prepare a White Paper on the Pharmacy Degree, within the framework of the European Higher Education Area (EHEA). This study reviews the terms of the project, as set by existing European directives, and indicates the references adopted as guides and models. These include the following: the Advisory Committee on Pharmaceutical Training of the European Union; the Consultative Group of Vancouver (WHO); the Vienna Statement of Good Pharmacy Education Practice (FIP); the Statements of General Principles of the Pharmaceutical Profession drawn up by the General Council of the Official Colleges of Pharmacy in Spain, as well as the Statements of La Laguna and Malta of the European Association of Faculties of Pharmacy (EAFP) and of the Pharmaceutical Group of the European Union (PGEU). The White Paper pays special attention to the interfaces with computing, molecular biology, and hospital pharmacy so that they are incorporated into the curricula as new material and, if necessary, as descriptors. Indeed, regulation CIN/2137/2008 is a projection and reflection of the proposal set out in the White Paper and is a substantial advance from the perspective of consolidated or newly acquired professional competences for pharmacy, in accordance with the new roles oriented towards the patient, which are being assigned to the profession. Finally, using historical connotations, the past role and the future direction of the pharmacy profession are considered, emphasizing the value of the pharmaceutical sciences, as well as the richness and interdisciplinary character of both the studies and profession of pharmacy.

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)0.006
metaresearch head score (Gemma)0.026
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: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.045
Threshold uncertainty score0.150

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.026
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0060.004
Scholarly communication0.0130.005
Open science0.0010.006
Research integrity0.0090.007
Insufficient payload (model declined to judge)0.0450.032

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 head0.128
GPT teacher head0.438
Teacher spread0.310 · 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
GenreEditorial

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

Explore more

Same venueAnales de la Real Academia Nacional de Farmacia→Same topicPharmaceutical Practices and Patient Outcomes→French-language works237,207→