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CP-091 Dose adjustment in cancer patients with renal or hepatic impairment

2015· article· en· W2314686106 on OpenAlexfundaboutno aff
R Vázquez‐Sánchez, L López Esteban, ME Martínez Núñez, Rubén Díez Fernández, Teresa Molina García

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicMultiple and Secondary Primary Cancers
Canadian institutionsnot available
FundersCancer Care Ontario
KeywordsMedicineTolerabilityRenal functionChemotherapyInternal medicineUrologyCancerCreatinineAdverse effect

Abstract

fetched live from OpenAlex

Background Treatment outcomes and tolerability are not easily predicted in cancer patients receiving chemotherapy, especially in those patients with renal or hepatic dysfunction, where dose modifications become necessary. Purpose To evaluate drug dose modifications made in cancer patients with renal and hepatic impairment receiving antineoplastic treatment. Material and methods A review of several dose modification protocols was previously made (Cancer Care Ontario, UpToDate and the EMA product information). A prospective, observational study was done (March 2014–June 2014). All adult cancer patients being treated with antineoplastic treatment (chemotherapy, hormonal or biological therapy) were included. Gender, age, tumour type, protocol, drugs given, dose, body surface area and liver (bilirubin and transaminases) and renal (creatinine clearance) function tests were recorded for each course of treatment. Prescribed dose and recommended dose modification according to protocols were also analysed. Results 370 patients were evaluated (51.6% male; mean age 65.2 years). 1.764 blood tests were reviewed. Liver and renal impairment was observed in 37.7% of blood tests (19% liver impairment only, 13% renal impairment only and 6% both). According to protocols, only 10.2% of these altered blood tests would make dose modifications necessary. But of these patients, the dose was modified in only 53.7% of the administrations and protocols dosage recommendations were followed in just 38.8% of these dose modifications. Conclusion The rate of protocol-guided dose modifications of antineoplastic treatment in patients with renal and hepatic impairment was low. A dose modifications protocol, based on published guidelines and agreed with the departments involved, should be implemented in all units administering treatment to cancer patients. Other considerations apart from laboratory tests, such as tolerability and tumour response, should be taken into account. References and/or Acknowledgements No conflict of interest.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.032
GPT teacher head0.295
Teacher spread0.263 · 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 designNot applicable
Domainnot available
GenreMethods

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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Citations0
Published2015
Admission routes2
Has abstractyes

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