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Record W4405043875 · doi:10.1182/blood-2024-205848

Growth and Puberty in African Children with Sickle Cell Anemia Treated with Hydroxyurea

2024· article· en· W4405043875 on OpenAlexaff
Philippe Backeljauw, George Tomlinson, Luke R. Smart, Léon Tshilolo, Thomas N. Williams, Brígida Santos, Peter Olupot‐Olupot, Susan E. Stuber, Adam Lane, Teresa Latham, Russell E. Ware

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsToronto General HospitalUniversity Health Network
FundersWellcome TrustNational Heart, Lung, and Blood InstituteCincinnati Children's Hospital Medical CenterBristol-Myers Squibb
KeywordsSickle cell anemiaMedicinePediatricsAnemiaFetal hemoglobinInternal medicineDiseaseBiologyGeneticsPregnancy

Abstract

fetched live from OpenAlex

Abstract Children with sickle cell anemia (SCA) have poor growth and pubertal development. REACH (Realizing Effectiveness Across Continents with Hydroxyurea) is a prospective trial evaluating the feasibility, safety, and benefits of hydroxyurea at maximum tolerated dose (MTD) for children with SCA in sub-Saharan Africa. Children aged 1 to 10 years received open-label hydroxyurea with longitudinal follow-up. Height, weight, and pubertal staging were collected over 7 years of treatment. Biomarkers included insulin-like growth factor I (IGF-I), IGF-binding protein 3, luteinizing hormone, follicle-stimulating hormone, and anti-Mullerian hormone (AMH). Hydroxyurea commenced at an average (mean ± 1 standard deviation [SD]) age of 5.9 ± 2.4 years (range, 1.6-10.2) for girls (n = 296) and 5.4 ± 2.4 years (range, 1.3-10.1) for boys (n = 310). Using natural history SCA-specific reference curves, the mean weight-for-age z score improved from 0.47 ± 0.90 at enrollment to 0.69 ± 1.00 on hydroxyurea treatment. Height increased from 0.26 ± 0.90 to 0.42 ± 1.00 on treatment, and body mass index from 0.46 ± 1.00 to 0.85 ± 1.20. IGF-I remained low in many participants. Puberty was delayed in 25% to 30% of children, with gradual progress on treatment. AMH was low (<2.5th percentile) in 4% of girls, whereas 52% of boys had low AMH at baseline and 28% at follow-up. Long-term hydroxyurea treatment at MTD is associated with beneficial effects on growth with improved weight and height, and does not negatively affect pubertal developmenty in children with SCA in sub-Saharan Africa. This study was registered at www.clinicaltrials.gov initially as NCT01966731 and is now registered as NCT06171217 for long-term follow-up.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.003
GPT teacher head0.179
Teacher spread0.176 · 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.

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

Citations1
Published2024
Admission routes1
Has abstractyes

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