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Record W3023822289 · doi:10.1111/hdi.12834

Serum glucose and phosphorus concentrations during continuous renal replacement therapy using commercial replacement solutions with or without phosphorus

2020· article· en· W3023822289 on OpenAlexvenueno aff
Kaitlin Crowley, Jeremy R. DeGrado, David M. Charytan

Bibliographic record

VenueHemodialysis International · 2020
Typearticle
Languageen
FieldMedicine
TopicAcute Kidney Injury Research
Canadian institutionsnot available
FundersNational Center for Advancing Translational Sciences
KeywordsRenal replacement therapyMedicinePhosphorusHemodialysisUrologyInternal medicineChemistry

Abstract

fetched live from OpenAlex

INTRODUCTION: Continuous venovenous hemofiltration (CVVH) is a common practice in the intensive care unit often associated with electrolyte derangements. Recently, our institution added a phosphate dialysis solution, Phoxillum®, to our formulary as an option for CVVH fluid in addition to the bicarbonate-based Prismasol® products available. We sought to evaluate the impact of Phoxillum in patients who required CVVH when compared to Prismasol with regard to phosphate and glucose management. METHODS: This was a single-center, retrospective, observational cohort analysis approved by Partners Health Care System Institutional Review Board that included patients who received a minimum of 24 hours of either Prismasol 4/2.5 or Phoxillum for CVVH from February 2017 to November 2017. Phosphate and glucose levels were monitored daily while on CVVH. Prevalence of hypoglycemia (glucose <70 mg/dL), hyperglycemia (glucose >180 mg/dL), hypophosphatemia (phosphate <2.5 mg/dL), and hyperphosphatemia (phosphate >4.3 mg/dL) were collected in terms of days of occurrence while on CVVH. Oral and intravenous phosphate repletion requirements were collected for all patients. FINDINGS: Hypophosphatemia occurred more frequently while patients were receiving Prismasol as compared to Phoxillum (130 [24.9%] vs. 13 [6.2%], rate ratio [RR] 0.20 [95% confidence interval-CI = 0.10-0.42, P < 0.0001]), and consequently there was a numerically lower need for intravenous phosphorous repletion in the Phoxillum group (RR = 0.58, 95% CI [0.26, 1.30], P = 0.19]. There was a numerically higher incidence of hyperphosphatemia while patients were on Phoxillum therapy as compared to Prismasol (78 [37%] vs. 145 [27.7%], RR 1.25 [95% CI = 0.84, 1.86, P = 0.27]). There was no difference between the Phoxillum and Prismasol groups in terms of hypoglycemia or hyperglycemia. There was no notable difference in the cost found between the two therapies. DISCUSSION: The findings suggest that the use of Phoxillum for CVVH may be associated with decreased incidence of hypophosphatemia and a potentially decreased need for phosphate repletion in patients who require CVVH.

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)0.004
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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.056
GPT teacher head0.325
Teacher spread0.269 · 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".

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Citations8
Published2020
Admission routes1
Has abstractyes

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