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Record W2120330210 · doi:10.18433/j3vc8j

The revised EMA guideline for the investigation of bioequivalence for immediate release oral formulations with systemic action

2012· article· en· W2120330210 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Pharmacy & Pharmaceutical Sciences · 2012
Typearticle
Languageen
FieldMathematics
TopicStatistical Methods in Clinical Trials
Canadian institutionsnot available
Fundersnot available
KeywordsBioequivalenceCmaxGuidelineMedicinePharmacologyBioavailabilityMathematics

Abstract

fetched live from OpenAlex

On August 1, 2010, a revised guidance regarding bioequivalence (BE) assessment for the approval of innovator (bridging studies, variations, line extensions) and generic medicinal products in the EU came into effect. This revised guideline specifies the requirements for BE assessment for immediate release oral dosage forms with systemic action. Compared to the previous BE guideline of the EMA, clearer guidance is now given on several topics. For example, for highly variable drugs/drug products, i.e. a within-subject variability for AUC and/or Cmax of 30% or more, the EMA now recommends to use a crossover, replicate design which allows widening of the acceptance limits for Cmax (not for AUC), if clinically justified, by using the scaled average BE approach. This approach allows scaling of the usual acceptance limits of 80.00-125.00% to a maximum of 69.84-143.19%, based on the within-subject variability of the reference product. The use of metabolite concentrations to assess BE is now only accepted in the exceptional case that no bioanalytical method exists, or can be developed using state-of-the-art methodology, which is sensitive enough to reliably determine the AUC of the parent compound. According to this revised EMA guidelance biowaivers based on in vitro dissolution tests are not only possible for BCS class I substances, but also for class III substances if a number of additional conditions, e.g. concerning the excipients used in the test product compared to the reference product, are met. Moreover, specific questions related to BE assessment are more elaborately addressed in a Questions & Answers document (EMA/618604/2008 Rev. 3, 26 January 2011).

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.020
metaresearch head score (Gemma)0.033
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.594
Threshold uncertainty score0.975

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0200.033
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.759
GPT teacher head0.647
Teacher spread0.112 · 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