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Record W4391262940 · doi:10.2217/frd-2023-0024

Plain language summary of efanesoctocog alfa for patients with severe hemophilia A

2024· article· en· W4391262940 on OpenAlexaff
Annette von Drygalski, Pratima Chowdary, Roshni Kulkarni, Sophie Susen, Barbara A. Konkle, Johannes Oldenburg, Davide Matino, Robert Klamroth, Angela C. Weyand, Víctor Jiménez‐Yuste, Keiji Nogami, Bent Winding, Annemieke Willemze, Karin Knobe

Bibliographic record

VenueFuture Rare Diseases · 2024
Typearticle
Languageen
FieldMedicine
TopicHemophilia Treatment and Research
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineClotting factorProphylactic treatmentClinical researchPediatricsSurgeryInternal medicine

Abstract

fetched live from OpenAlex

What is this summary about? This is a plain language summary of a clinical research study called XTEND-1. The study looked into how safe and effective a medicine called efanesoctocog alfa is for people with severe hemophilia A. Hemophilia A is a genetic condition in which the body does not produce enough or makes dysfunctional clotting factor VIII (eight) – a protein that is essential for blood clotting. People with hemophilia A are prone to dangerous bleeding, particularly internally and into their joints and muscles. How was the research done? The XTEND-1 study compared two ways of using the medication to treat bleeding episodes: (1) injecting it once a week for 12 months as a prophylaxis (regular preventative) treatment, or (2) injecting it as needed for 6 months, followed by weekly prophylaxis treatment for a further 6 months. What did the research find out? People who had prophylaxis treatment with efanesoctocog alfa injections for one year saw a significant reduction in the amount of bleeding they experienced compared to their pre-study prophylaxis treatment. The effects of the treatment also lasted longer, with higher factor VIII levels for longer, than previous prophylaxis treatment and less frequent injections were needed. There was a significant reduction in the amount of bleeding in people taking once-weekly prophylaxis treatment compared to ‘as needed’ treatment.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.085
Threshold uncertainty score0.423

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.007
GPT teacher head0.274
Teacher spread0.267 · 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 designObservational
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
Published2024
Admission routes1
Has abstractyes

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