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Record W2189370726

Biosimilars and Reference Biologics: Decisions on Biosimilar Interchangeability Require the Involvement of Dermatologists Biosimilares y biológicos de referencia: la intercambiabilidad de los biosimilares requiere la participación del dermatólogo

2015· article· es· W2189370726 on OpenAlexaboutno aff
L. Puig

Bibliographic record

Venuenot available
Typearticle
Languagees
FieldImmunology and Microbiology
TopicBiosimilars and Bioanalytical Methods
Canadian institutionsnot available
Fundersnot available
KeywordsBiosimilarInfliximabInnovatorInterchangeabilityMedicineFood and drug administrationEuropean unionBusinessPharmacologyDiseaseFinanceEngineering
DOInot available

Abstract

fetched live from OpenAlex

On September 13, 2013, the European Medicines Agency (EMA) approved the first biosimilar and treatment of moderate to severe psoriasis will be one of the indications. Undoubtedly this important news for dermatologists will have a major impact on prescribing patterns and management of patients with moderate to severe psoriasis. On June 27, 2013, the Committee for Medicinal Products for Human Use (CHMP) adopted a positive opinion and recommended that the EMA approve Inflectra (the applicant was Hospira UK) and Remsima (the applicant was Celltrion Healthcare Hungary Kft).These biosimilars (CT-P13, Remsima) have already been approved in South Korea. The 2 manufacturers (Celltrion and Hospira) have reached an agreement to market 8 biosimilars in the United States, Europe, Canada, Australia, and New Zealand. The active substance in both cases is infliximab, and both are biological medicinal products, similar to the reference product Remicade (infliximab), approved in the European Union since August 13, 1999. Published studies suggest that both products have a quality, safety, and efficacy profile similar to Remicade (infliximab). Thus the clinical trials PLANETRA and PLANETAS were able to show comparable efficacy to the innovator reference product infliximab in the treatment of

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 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)0.007
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.342
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.007
Scholarly communication0.0000.000
Open science0.0020.002
Research integrity0.0030.002
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 head0.127
GPT teacher head0.374
Teacher spread0.247 · 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; both teacher heads agree on what is shown here.

Study designBench or experimental
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
Published2015
Admission routes1
Has abstractyes

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