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WHO/KFDA joint workshop on implementing WHO guidelines on evaluating similar biotherapeutic products, Seoul, Republic of Korea 24–26 August, 2010

2011· review· en· W2007964716 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueBiologicals · 2011
Typereview
Languageen
FieldMedicine
TopicBiotechnology and Related Fields
Canadian institutionsHealth Canada
FundersU.S. Food and Drug AdministrationPan American Health OrganizationKorea Food and Drug Administration
KeywordsComparabilityTerminologyReimbursementQuality (philosophy)DirectiveBusinessDiversity (politics)Food and drug administrationMedicineBiotechnologyProcess managementPolitical scienceRisk analysis (engineering)Computer scienceHealth careBiology

Abstract

fetched live from OpenAlex

In August 2010, the World Health Organization and the Korea Food & Drug Administration jointly organized the first implementation workshop of WHO guidelines on evaluating similar biotherapeutic products (SBPs) at the global level. The objective of the Workshop was to facilitate implementation of the newly adopted WHO Guidelines into the practice of national regulatory authorities (NRAs). WHO Guidelines were recognized by the workshop participants as a tool for harmonizing regulatory requirements worldwide. By reviewing and practicing several case studies, better understanding and consensus on the principles of clinical trial designs were reached. However, variations in terms of the national requirements for quality, safety and efficacy of these products revealed diversity in the regulatory expectations in different countries and regions. In addition, lack of terminology for the products developed as copy products (so called "me too" products) with a partial comparability to an RBP, led to a great diversity in evaluating as well as naming these products. The workshop participants proposed the following actions: a) NRAs should make efforts to build their capacities for regulation of SBPs; b) WHO should revise WHO Guidelines for assuring the quality of products prepared by recombinant DNA technology (WHO TRS 814) and continue monitoring progress with the implementation of the Guidelines on evaluating SBPs. Publication of the outcome of the Workshop was recognized as another action that WHO should coordinate.

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)0.003
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesResearch integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.965
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0080.004
Insufficient payload (model declined to judge)0.0010.000

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 head0.404
GPT teacher head0.446
Teacher spread0.042 · 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