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Record W4200371886 · doi:10.1111/hdi.12983

Dose effect analysis of sodium zirconium cyclosilicate in hemodialysis patients

2021· letter· en· W4200371886 on OpenAlexvenueno aff
Bruce Spinowitz, Kieran McCafferty, Steven Fishbane, Masafumi Fukagawa, Nicolás Guzmán, Martin L. Ford, Anjay Rastogi, Sunil Bhandari

Bibliographic record

VenueHemodialysis International · 2021
Typeletter
Languageen
FieldMedicine
TopicPotassium and Related Disorders
Canadian institutionsnot available
FundersAstraZeneca Pharma PolandFresenius Medical Care North AmericaBarts CharityAstraZeneca
KeywordsHemodialysisMedicineZirconiumSodiumIntensive care medicineInternal medicineMetallurgyMaterials science

Abstract

fetched live from OpenAlex

To the Editor: DIALIZE was an international, randomized, double-blind, placebo-controlled, Phase 3b study that evaluated sodium zirconium cyclosilicate (SZC), a highly-selective nonabsorbed potassium binder, in patients with end-stage kidney disease (ESKD) who had persistent hyperkalemia despite maintenance hemodialysis.1 In DIALIZE, SZC reduced pre-dialysis serum potassium after the long interdialytic interval (LIDI) compared with placebo and was well tolerated.1 Recent recommendations suggest that data describing the efficacy and safety of potassium binders in this patient population should be expanded.2 Patients with ESKD tend to accumulate fluid, and achieving fluid balance is a vital outcome of hemodialysis.3,4 High interdialytic weight gain (IDWG) and ultrafiltration rate (UFR) during hemodialysis are associated with adverse cardiac outcomes, morbidity, and mortality.3,4 Minimizing these parameters, while optimally controlling systolic blood pressure (SBP) and diastolic blood pressure (DBP), are key goals in hemodialysis management.The zirconium cyclosilicate ring of SZC exchanges bound hydrogen and sodium ions for potassium and ammonium in a 1:1 ratio.5 A potential clinical concern of SZC treatment is how much sodium is released during potassium exchange and its impact on fluid retention.6 Each 5 g dose of SZC contains 400 mg of sodium; 7,8 thus, the maximum sodium amount in each dose is 17.4 mmol, and it is unlikely that all sodium in SZC is exchanged.6 In DIALIZE, no consistent, clinically relevant effects on fluid balance variables, including IDWG and blood pressure, were observed with SZC overall.7,8 This post hoc analysis aimed to assess the impact of increasing doses of SZC on fluid balance parameters in the DIALIZE study.Full details of the DIALIZE study have been published elsewhere.1 The study was performed in accordance with the Declaration of Helsinki, the International Council for Harmonisation, and Good Clinical Practice, and all participants provided written informed consent.The study comprised an 8-week treatment period, during which patients underwent 4 weeks of dose titration,

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)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.009
GPT teacher head0.258
Teacher spread0.249 · 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

Citations5
Published2021
Admission routes1
Has abstractyes

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