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Record W4406127406 · doi:10.1177/10781552241306741

Analysis of real-world safety, tolerability, and cost efficiency of Sub-Cutaneous administration of Daratumumab in Manitoba

2025· article· en· W4406127406 on OpenAlexaffabout
Kaitlin Quinlan, Marc Geirnaert, Rami Kotb, Vi Dao, Leonard Minuk, Jayne Kasian, Emily Rimmer

Bibliographic record

VenueJournal of Oncology Pharmacy Practice · 2025
Typearticle
Languageen
FieldMedicine
TopicCAR-T cell therapy research
Canadian institutionsCancerCare Manitoba
Fundersnot available
KeywordsDaratumumabMedicineTolerabilityRetrospective cohort studyToxicitySubcutaneous injectionInternal medicineEmergency medicineOncologySurgeryMultiple myelomaAdverse effect

Abstract

fetched live from OpenAlex

Introduction Daratumumab is an anti-CD38 monoclonal antibody used in the treatment of myeloma and other related disorders. To mitigate the risk of infusion related reactions with IV Daratumumab the product monograph suggested a slow administration schedule that extends over several hours. 1 This leads to a significant burden for the outpatients’ treatment administration units and indirect costs to the patients such as time toxicity. Time toxicity is the time spent coordinating care and making frequent visits for follow-up and treatment. 2 In 2020 the COLUMBA trial 3 demonstrated that subcutaneous Daratumumab has a similar efficacy and safety profile as intravenous Daratumumab with considerably less side effects. 1 This retrospective study aims to document our local real-world experience with subcutaneous Daratumumab, with special emphasis on reducing time toxicity. Methods Patients with a plasma cell disorder over the age of 18 who had received at least one dose of subcutaneous Daratumumab between March 2022 and March 2023 were included. Data for this retrospective study was collected from Aria, which included: baseline patient demographics (gender, age); prior exposures to intravenous Daratumumab; and, whether a reaction to either intravenous or subcutaneous Daratumumab occurred. Descriptive statistics were used to summarize the data. Results A total of 197 patients were included in the analysis. There were no recorded reactions to subcutaneous Daratumumab. Conclusions The results of our study were used to eliminate our facility's 3-h post-injection observation period. In the future we plan to publish another study on the cost efficiency of subcutaneous Daratumumab.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.124
Threshold uncertainty score0.440

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.054
GPT teacher head0.457
Teacher spread0.403 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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
Published2025
Admission routes2
Has abstractyes

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