MétaCan
Menu
Back to cohort
Record W6996239981

Safety and efficacy of Burosumab in patients with X-linked hypophosphatemia: A systematic review

2025· article· en· W6996239981 on OpenAlexaboutno aff

Bibliographic record

VenuePhilPapers (PhilPapers Foundation) · 2025
Typearticle
Languageen
FieldComputer Science
TopicAdvanced Neural Network Applications
Canadian institutionsnot available
Fundersnot available
KeywordsHypophosphatemiaAdverse effectBone painJoint painRenal functionFibroblast growth factor 23Vitamin D and neurologyReabsorption
DOInot available

Abstract

fetched live from OpenAlex

X-linked hypophosphatemia is a rare genetic disorder caused by a loss-of-function mutation in the phosphate-regulating gene with homologies to endopeptidases on the X chromosome. It is characterized by early-onset skeletal deformities, hypophosphatemia, and elevated fibroblast growth factor 23 levels. The following mutations lead to recurrent fractures, osteoarthritis, joint stiffness, and a reduced life expectancy. Burosumab, a human monoclonal antibody, is considered a breakthrough in the treatment of X-linked hypophos-phatemia. MEDLINE, Cochrane Library, CENTRAL, Google Scholar, and were searched from inception through March 3rd, 2025. Overall, eight clinical trials investigating the effectiveness and safety of Burosumab in patients with X-linked hypophosphatemia were identified using the PRISMA guidelines. Out of which two randomized controlled trials exhibited a significant increase in serum phosphate. The other five single-arm studies reported instability in serum phosphate levels with variability in the dosing regimen. Furthermore, other primary outcomes; 1,25 dihydroxy vitamin D, serum calcium, and tubular maximum reabsorption of phosphate to glomerular filtration markedly optimized. Secondary outcomes assessing bone pain and ambulation indicated lower scores on the Brief Pain Inventory and Western Ontario and McMaster Universities Arthritis Index. Burosumab was well-tolerated by all participants, with only mild to moderate adverse events reported. The findings indicate significant improvement in levels of key biochemical markers; serum phosphate concentration, tubular maximum reabsorption of phosphate to glomerular filtration, 1,25 dihydroxy vitamin D after Burosumab use. A decrease in the level of pain and stiffness in joints was reported through the Brief Pain Inventory and Western Ontario and McMaster Universities Arthritis Index in most studies. Burosumab was well tolerated by participants from all included studies.

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)0.003
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.008
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0080.006
Bibliometrics0.0040.004
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.006
GPT teacher head0.238
Teacher spread0.232 · 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 designSystematic review
Domainnot available
GenreReview

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 routes1
Has abstractyes

Explore more

Same venuePhilPapers (PhilPapers Foundation)Same topicAdvanced Neural Network ApplicationsFrench-language works237,207