MétaCan
Menu
Back to cohort
Record W4318918073 · doi:10.1080/14787210.2023.2170350

Overview of the regulatory approval of tecovirimat intravenous formulation for treatment of smallpox: potential impact on smallpox outbreak response capabilities, and future tecovirimat development potential

2023· article· en· W4318918073 on OpenAlexaboutno aff
Andrew T. Russo, Douglas W. Grosenbach, Kady M. Honeychurch, Paul G. Long, Dennis E. Hruby

Bibliographic record

VenueExpert Review of Anti-infective Therapy · 2023
Typearticle
Languageen
FieldImmunology and Microbiology
TopicPoxvirus research and outbreaks
Canadian institutionsnot available
FundersNational Institute of Allergy and Infectious DiseasesBiomedical Advanced Research and Development AuthorityU.S. Department of Health and Human Services
KeywordsSmallpoxOutbreakOrthopoxvirusSmallpox vaccineMonkeypoxMedicineVacciniaEuropean unionVirologyVaccinationBusinessInternational tradeBiology

Abstract

fetched live from OpenAlex

INTRODUCTION: Tecovirimat oral capsule formulation is approved in the US and Canada for treatment of smallpox and in the United Kingdom (UK) and European Union (EU) for treatment of multiple human orthopoxvirus diseases, including mpox. Smallpox is considered a serious threat, and there is currently an unprecedented global mpox outbreak. AREAS COVERED: A brief summary of the threat of smallpox, the threat of increasing mpox spread in endemic regions, and the unprecedented emergence of mpox into non-endemic regions is presented. The tecovirimat intravenous formulation clinical development program leading to USFDA approval for smallpox treatment is discussed. EXPERT OPINION: As of January 2023 tecovirimat is approved to treat mpox in the UK and EU. However, published clinical trial data evaluating tecovirimat efficacy and safety in mpox patients is pending. Increasing global prevalence of mpox highlights the potential benefits of a well-characterized, effective, and safe antiviral treatment for mpox infection. Ongoing trials in mpox patients may provide results supporting the use of tecovirimat to treat this disease. USFDA approval of tecovirimat for post-exposure prophylaxis in the event of a smallpox release, and the development of pediatric liquid formulations for patients under 13 kg, could provide additional public health benefits.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.233
Threshold uncertainty score0.819

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.026
GPT teacher head0.327
Teacher spread0.301 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations17
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueExpert Review of Anti-infective TherapySame topicPoxvirus research and outbreaksFrench-language works237,207