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Normalization of bone markers and improved survival during zoledronic acid therapy

2007· article· en· W2524796523 on OpenAlexaff
Allan Lipton, Richard J. Cook, RE Coleman, Pierre Major, Evangelos Terpos, Jean‐Jacques Body, Mitchell R. Smith, Janet E. Brown, Patrick Garnero

Bibliographic record

VenueJournal of Clinical Oncology · 2007
Typearticle
Languageen
FieldMedicine
TopicBone health and treatments
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsMedicineZoledronic acidInternal medicineCreatinineN-terminal telopeptideUrologyProstate cancerOncologySurgeryCancerAlkaline phosphataseOsteocalcin

Abstract

fetched live from OpenAlex

9013 Background: In patients (pts) with bone metastases, elevated N-telopeptide of type I collagen (NTX) levels correlate with increased relative risks (RR) of skeletal-related events (SREs), disease progression, and death (Brown et al. J Natl Cancer Inst. 2005;97:59–69; Coleman et al. J Clin Oncol. 2005;23:4925–4935). Therefore, we conducted an exploratory analysis of 3 large, randomized, controlled trials to investigate whether reductions in NTX levels by treatment with zoledronic acid (ZOL) correspond with decreased risks of SREs and death. Methods: Urinary NTX was measured at baseline and at 3 months in pts with bone metastases from breast (BC; n = 379), prostate (PC; n = 314), or lung cancer and other solid tumors (LC/OST; n = 204) who received ZOL for up to 24 months. Pts were stratified by baseline NTX levels (normal, < 64 nmol/mmol creatinine; elevated, = 64 nmol/mmol creatinine). Results: Approximately 50% of pts had elevated baseline NTX, and NTX normalization occurred within 3 months of ZOL treatment in 81% of pts with BC or LC/OST and in 70% of PC pts. For all tumor types, NTX normalization in response to ZOL correlated with reduced risk of first SRE and death compared with pts whose NTX did not normalize ( Table ). Further analyses using NTX level as a continuous variable revealed that, for all tumor types, any reduction in NTX levels correlated with lower risk of first SRE and death regardless of baseline NTX level. Conclusions: Pts whose NTX normalized on ZOL at 3 months had a lower risk of first SRE and death compared with pts whose elevated baseline NTX did not normalize. Regardless of baseline NTX level, a reduction in NTX over 3 months (absolute and % change) provided a continuum of SRE risk reduction and survival benefit. No significant financial relationships to disclose. [Table: see text]

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 score0.001
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
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 head0.080
GPT teacher head0.463
Teacher spread0.382 · 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

Citations10
Published2007
Admission routes1
Has abstractyes

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