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Real-world treatment patterns and health care resource use for patients with myelofibrosis: results from the METER study

2024· article· en· W4405837485 on OpenAlexaff
Vikas Gupta, Ciprian Tomuleasa, Gilberto Barranco-Lampón, Hsin‐An Hou, Grzegorz Helbig, Pankit Vachhani, Argiris Symeonidis, İbrahim C. Haznedaroğlu, Kenny Gálvez, Fernando Tatsch, Avijeet Chopra, Meng Zhang, Tamas Vizkelety, David M. Ross

Bibliographic record

VenueBlood Advances · 2024
Typearticle
Languageen
FieldMedicine
TopicMyeloproliferative Neoplasms: Diagnosis and Treatment
Canadian institutionsPrincess Margaret Cancer Centre
FundersAstellas PharmaIncyteCSL BehringGilead SciencesDivision of Materials ResearchCelgeneBeiGeneDaiichi Sankyo EuropeSanofiChugai PharmaceuticalPfizerAmgen
KeywordsMedicineMyelofibrosisRuxolitinibTransplantationObservational studyInternal medicineRetrospective cohort studyPediatricsIntensive care unitBone marrow

Abstract

fetched live from OpenAlex

ABSTRACT: Myelofibrosis (MF), a myeloproliferative neoplasm, was most commonly treated with hydroxyurea (HU) before approval of ruxolitinib (RUX), now the standard of care. Factors that influence real-world MF treatment patterns are not well understood. The METER study was a multi-country, retrospective chart review of MF treatment patterns, treatment effectiveness, and health care resource utilization. Of 997 eligible patients, 65.9% had primary MF, and 11.7% were transfusion dependent. Median time from diagnosis to the start of initial treatment (index date) was 29 days (interquartile range [IQR], 1-140). RUX was the most common first-line (1L) therapy (49.0%), followed by HU (40.2%); 48.5% of patients remained on 1L therapy through week 156. Seventy-seven patients underwent allogeneic stem cell transplantation; transplantation was uncommon at 1L, increasing from 2.2% at week 24 to 11.0% at week 156 in patients ≤70 years of age. Median overall survival was 79.1 months (95% confidence interval [95% CI], 70.8 to not estimable [NE]) in all patients, 142.3 months (95% CI, 74.1 to NE) for non-RUX patients, 77.6 months (95% CI, 64.2-85.9) for patients on RUX 1L therapy, and 72.6 months (95% CI, 62.0 to NE) for RUX 2L+ patients. Of patients who experienced ≥1 corresponding event, the median hospital length of stay (LoS; n = 520), intensive care unit LoS (n = 71), and number of transfusions (n = 375) were 16 days (IQR, 7-37), 5 days (IQR, 2-13), and 12 (IQR, 4-26), respectively. Despite improvements, there were numerous hospitalization and transfusion events among these patients in routine practice. This trial was registered at www.ClinicalTrials.gov as #NCT05444972.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.727

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.028
GPT teacher head0.315
Teacher spread0.287 · 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 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

Citations1
Published2024
Admission routes1
Has abstractyes

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