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Record W4417105636 · doi:10.1080/14796694.2025.2577005

Outcomes of people living with acute lymphoblastic leukemia who received inotuzumab ozogamicin before a stem cell transplant: a plain language summary

2025· article· en· W4417105636 on OpenAlexaff
Marcos de Lima, Partow Kebriaei, Francesco Lanza, Christina Cho, Gizelle Popradi, Manmeet Kaur, Mei-Jie Zhang, Fan Zhang, Richa Shah, Erik Vandendries, Kofi Asomaning, Stephanie Dorman, Matthias Stelljes, David I. Marks, Wael Saber

Bibliographic record

VenueFuture Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicAcute Lymphoblastic Leukemia research
Canadian institutionsPfizer (Canada)McGill University Health Centre
FundersCelgenePfizer
KeywordsLymphoblastic LeukemiaDiseasePlain languageStem cellCancerTransplantationLeukemiaAcute leukemia

Abstract

fetched live from OpenAlex

Plain Language SummaryWhat is this summary about?This summary describes results from a real-world study that looked at people with a type of blood cancer called acute lymphoblastic leukemia (also known as ALL). People in the study received a medicine called inotuzumab ozogamicin (also known as inotuzumab) and then received a stem cell transplant for their ALL. Researchers looked at how long people in the study lived after their transplant and how many people died for reasons related and unrelated to relapse. They also looked at how many people developed side effects, including a potentially life-threatening condition called veno-occlusive disease or sinusoidal obstruction syndrome (also known as VOD/SOS).What were the results?Over half the people (54%) in this study were alive 18 months after their transplant. Around 2 in 10 (22%) people died within 18 months of their transplant from reasons unrelated to relapse, and around 2 in 10 (24%) people died from reasons related to relapse.Around 1 in 10 (14%) people in this study developed VOD/SOS within 100 days of their transplant. People who received two medicines called alkylators to prepare them for their transplant were more likely to develop VOD/SOS than those who did not.What do the results mean?In this real-world study, the proportion of people with ALL who developed VOD/SOS after taking inotuzumab and receiving a stem cell transplant was similar to what has been observed in clinical trials. However, fewer people in this real-world study died from reasons unrelated to relapse than in clinical trials. People who received two medicines called alkylators to prepare them for their stem cell transplant were more likely to develop VOD/SOS.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.282
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.005
GPT teacher head0.264
Teacher spread0.258 · 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.

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
Published2025
Admission routes1
Has abstractyes

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