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Record W4403811617 · doi:10.1681/asn.20248ssdf2kq

Incidence of Hypophosphatemia and Clinical Outcomes in Patients Exposed to Kidney Replacement Therapy: A Post Hoc Analysis of the STARRT-AKI Trial

2024· article· en· W4403811617 on OpenAlexaff
Javier A. Neyra, Ehsan Ghamarian, Sean M. Bagshaw, Ron Wald

Bibliographic record

VenueJournal of the American Society of Nephrology · 2024
Typearticle
Languageen
FieldMedicine
TopicElectrolyte and hormonal disorders
Canadian institutionsUniversity of AlbertaUniversity of Toronto
Fundersnot available
KeywordsPost-hoc analysisHypophosphatemiaMedicineIncidence (geometry)Post hocInternal medicineRenal replacement therapyAcute kidney injuryClinical trialIntensive care medicine

Abstract

fetched live from OpenAlex

Background: Patients receiving renal replacement therapy (RRT) are at increased risk of hypophosphatemia, which can predispose to functional muscle weakness and prolonged respiratory failure. The impact of hypophosphatemia on clinical outcomes in patients receiving RRT has been described in small retrospective studies, yet has not been evaluated in a contemporary, large prospective study. We conducted a secondary analysis of the STARRT-AKI trial to identify clinical parameters associated with incident hypophosphatemia during RRT and to examine the association of hypophosphatemia with clinical outcomes. Methods: This was a post hoc study of the STARRT-AKI trial, a multinational RCT comparing 2 RRT initiation strategies in critically ill adult patients with AKI. Eligibility for this analysis included 1) receipt of RRT, 2) CRRT >24 hours or IHD/SLED >1 session, 3) normal serum phosphate on the day of RRT initiation, and 4) >1 serum phosphate measurement during RRT. A truncated hurdle model was built to determine which baseline characteristics were associated with any hypophosphatemia (<0.7 mmol/L) and severe hypophosphatemia (<0.5 mmol/L). The primary outcome of ventilator-free days (VFD) at 28 days was assessed with an inverse probability weighted zero-inflated negative binomial model and a win-ratio analysis (mortality as first hierarchy). Secondary outcomes of RRT dependence and mortality at 90 days were assessed with logistic regression. Results: Of 1,940 patients included, hypophosphatemia occurred in 33%. Male sex, higher weight, standard-strategy arm, and higher baseline phosphate were associated with the occurrence of hypophosphatemia during RRT. Duration of hypophosphatemia was associated with lower first-day serum phosphate and the use of CRRT. Patients without severe hypophosphatemia during RRT had more VFD at 28 days (β 1.16 [95% CI 1.06- 1.27], p<0.001. A similar trend of VFD was found among those without any hypophosphatemia during RRT (β 1.06 [95% CI 1.0 - 1.1], p=0.05. These associations were consistent in the win-ratio analysis. There was no association between incident hypophosphatemia and RRT dependence or mortality at 90 days. Conclusion: Among patients in the STARRT-AKI trial who received RRT, incident hypophosphatemia following RRT initiation was associated with fewer ventilator-free days.

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)0.011
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.009
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.018
GPT teacher head0.329
Teacher spread0.311 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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