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Record W3155755939 · doi:10.26633/rpsp.2021.10

Regulatory reliance to approve new medicinal products in Latin American and Caribbean countries

2021· article· en· W3155755939 on OpenAlexaboutno aff
Carlos E. Durán, Martín Cañás, Martín Urtasun, Monique Elseviers, Tatiana Andia, Robert Vander Stichele, Thierry Christiaens

Bibliographic record

VenueRevista Panamericana de Salud Pública · 2021
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Quality and Counterfeiting
Canadian institutionsnot available
FundersU.S. Food and Drug Administration
KeywordsLatin AmericansLegislationMarketing authorizationAuthorizationCaribbean regionAgency (philosophy)Regulatory authorityJurisdictionPolitical scienceBusinessRegulatory sciencePublic administrationEconomic growthMedicineLawEconomics

Abstract

fetched live from OpenAlex

Objective.To describe the current status of regulatory reliance in Latin America and the Caribbean (LAC) by assessing the countries' regulatory frameworks to approve new medicines, and to ascertain, for each country, which foreign regulators are considered as trusted regulatory authorities to rely on. Methods.Websites from LAC regulators were searched to identify the official regulations to approve new drugs.Data collection was carried out in December 2019 and completed in June 2020 for the Caribbean countries.Two independent teams collected information regarding direct recognition or abbreviated processes to approve new drugs and the reference (trusted) regulators defined as such by the corresponding national legislation.Results.Regulatory documents regarding marketing authorization were found in 20 LAC regulators' websites, covering 34 countries.Seven countries do not accept reliance on foreign regulators.Thirteen regulatory authorities (Argentina, Colombia, Costa Rica, Dominican Republic, Ecuador, El Salvador, Guatemala, Mexico, Panama, Paraguay, Peru, Uruguay, and the unique Caribbean Regulatory System for 15 Caribbean States) explicitly accept relying on marketing authorizations issued by the European Medicines Agency, United States Food and Drug Administration, and Health Canada.Ten countries rely also on marketing authorizations from Australia, Japan, and Switzerland.Argentina, Brazil, Chile, and Mexico are reference authorities for eight LAC regulators.Conclusions.Regulatory reliance has become a common practice in the LAC region.Thirteen out of 20 regulators directly recognize or abbreviate the marketing authorization process in case of earlier approval by a regulator from another jurisdiction.The regulators most relied upon are the European Medicines Agency, United States Food and Drug Administration, and Health Canada.

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)0.025
metaresearch head score (Gemma)0.047
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.061
Threshold uncertainty score0.131

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.047
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.006
Science and technology studies0.0020.003
Scholarly communication0.0070.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.037
GPT teacher head0.335
Teacher spread0.298 · 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
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

Citations45
Published2021
Admission routes1
Has abstractyes

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Same venueRevista Panamericana de Salud PúblicaSame topicPharmaceutical Quality and CounterfeitingFrench-language works237,207