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Cyclosporine-Induced Nephrotoxicity and Dose Adjustments in Bone Marrow Transplantation.

2006· article· en· W2578622261 on OpenAlexaff
Sanaz Piran, Siavash Piran, F.A.N. Stanley, Irwin Walker

Bibliographic record

VenueBlood · 2006
Typearticle
Languageen
FieldMedicine
TopicHematopoietic Stem Cell Transplantation
Canadian institutionsMcMaster UniversityUniversity of Toronto
Fundersnot available
KeywordsMedicineNephrotoxicityCreatinineTransplantationInternal medicineGastroenterologyChemotherapyUrologyRenal functionBone marrowSurgeryToxicity

Abstract

fetched live from OpenAlex

Abstract Background and hypothesis: Cyclosporine is administered to all patients undergoing allogeneic bone marrow transplantation in Hamilton. It is given intravenously at first then orally after engraftment. The manufacturer’s recommendation is to use a dose ratio of 1:3, IV to oral; the Hamilton unit uses a ratio of 1:2, yet has observed frequent rises of cyclosporine to toxic levels. We wished to confirm that the dose conversion ratio of 1:2 is associated with significantly high cyclosporine levels and nephrotoxicity. Methods and Results: Thirty-five consecutive patients undergoing allogeneic bone marrow transplantation at McMaster University Medical Centre were studied. We included patients who were diagnosed with a hematological cancer i.e. leukemia (76%), lymphoma (18%), or myelodysplastic syndrome (6%), and who underwent chemotherapy. The patients’ plasma cyclosporine levels were measured 4–5 days after its initiation and with every dose adjustment, and serum creatinine levels were measured daily. Forty four percent of the patients were males. In 53% of the patients 1:2 IV to oral conversion ratio caused elevation of plasma cyclosporine levels to the toxic range (p<0.001). The toxic cyclosporine levels were seen 5+/−2 days post IV to oral dose adjustment. Furthermore, 43% of these patients developed acute renal failure and significant elevation of their serum creatinine levels (p<0.001). Conclusion: The traditional conversion rate of 1:2–3 for intravenous to oral cyclosporine is associated with rises in plasma cyclosporine to toxic levels and significant rises in serum creatinine level. We recommend that this conversion rate be lowered to 1:4/3 and further studied.

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)0.000
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 score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.012
GPT teacher head0.246
Teacher spread0.233 · 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
Published2006
Admission routes1
Has abstractyes

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