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2024/5

2025· article· W4416203650 on OpenAlexaffabout
Guichi Zhou, Liya He, Chunyan Wang, Yashuang Deng, Sixi Liu, Xiaoying Fu, Ying Wang, Xiaoqin Feng

Bibliographic record

Venuenot available
Typearticle
Language
FieldMedicine
TopicHemophilia Treatment and Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsContext (archaeology)Clinical trialDiseaseMEDLINEBlood coagulation factors

Abstract

fetched live from OpenAlex

Background: Emicizumab reduces bleeding episodes in children with hemophilia A. This study aimed to better elucidate the effectiveness and safety of emicizumab prophylaxis in younger children with hemophilia A in South China. Methods: This multicenter observational study retrospectively analyzed data from children with hemophilia A with and without inhibitors treated with prophylactic emicizumab (June 2019 to May 2025). Individualized dosing was used. Bleeding rates were calculated from 183 days before (or from birth) to at least 6 months after switching to emicizumab. In the maintenance period, factor VIII was determined using bovine factor IXa and factor X in the factor VIII chromogenic Bethesda assay. Canadian Haemophilia Outcomes-Kids’ Life Assessment Tool score was used to assess health-related quality of life. Results: Among 26 patients (mean age 3.3 years), bleeding events at emicizumab initiation were reported in 16 patients (61.5%) during emicizumab treatment; most were trauma related. Bleeding events were significantly reduced after initiating or switching to emicizumab. The median every-7-day equivalent emicizumab maintenance dose was 0.81 mg/kg. The mean equivalent factor VIII level was 8.21% ± 3.74%, which positively correlated with emicizumab, independent of inhibitors. Comparable equivalent factor VIII levels and weekly emicizumab consumption were observed among patients with and without inhibitors after switching to emicizumab. Health-related quality of life improved after emicizumab (scores increased from 57.23 ± 16.63 to 69.79 ± 13.32). Safety was favorable, with no adverse events. Conclusions: While exploratory, the findings suggest low-dose emicizumab prophylaxis may be beneficial in young Chinese children with hemophilia A.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.191
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.003
Research integrity0.0030.001
Insufficient payload (model declined to judge)0.8090.676

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 head0.030
GPT teacher head0.376
Teacher spread0.346 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes2
Has abstractyes

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