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Record W3186381365 · doi:10.1002/alr.22865

Cost‐effectiveness analysis comparing dupilumab and aspirin desensitization therapy for chronic rhinosinusitis with nasal polyposis in aspirin‐exacerbated respiratory disease

2021· article· en· W3186381365 on OpenAlexaff
Michael Yong, Yu Qi Wu, Joel Howlett, Jeromie Ballreich, Evan Walgama, Andrew Thamboo

Bibliographic record

VenueInternational Forum of Allergy & Rhinology · 2021
Typearticle
Languageen
FieldMedicine
TopicSinusitis and nasal conditions
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsDupilumabMedicineDesensitization (medicine)Cost effectivenessAspirinChronic rhinosinusitisNasal polypsInternal medicineAsthma

Abstract

fetched live from OpenAlex

BACKGROUND: Chronic rhinosinusitis with nasal polyposis (CRSwNP) in the setting of aspirin-exacerbated respiratory disease (AERD) is a disease that is difficult to treat and prone to recurrence. Dupilumab is a promising treatment for these patients, but its cost-effectiveness has not yet been compared with aspirin (acetylsalicyclic acid, or ASA) desensitization, a known and effective treatment. We aimed to compare the cost-effectiveness of ASA desensitization with dupilumab therapy for the treatment of CRSwNP in AERD. METHODS: Analyses of cost-effectiveness, as measured in quality-adjusted life years (QALYs), and cost-utility, as measured in number of required revision endoscopic sinus surgeries (ESSs), were conducted. RESULTS: ASA desensitization after ESS was cost-effective and dominated appropriate medical management. Adding salvage dupilumab was also cost-effective (incremental cost-effectiveness ratio [ICER] $135,517.33), and upfront dupilumab therapy was not cost-effective in any scenario (ICER $273,181.32). The cost-utility analysis demonstrated that, over a 10-year period per patient, appropriate medical management after ESS cost $54,125.31 and resulted in 2.25 revision ESSs, ASA desensitization after ESS cost $53,775.15 and resulted in 2.02 revision ESSs, ASA desensitization with salvage dupilumab cost $121,176.25 and resulted in 1.68 revision ESSs, and upfront dupilumab cost $185,950.34 and resulted in 1.51 revision ESSs. CONCLUSION: Dupilumab for the treatment of severe CRSwNP was found to be cost-effective as salvage therapy under the willingness-to-pay threshold of $150,000. Further analysis highlighted that the cost-effectiveness of dupilumab was most sensitive to drug price and expected gains in quality of life. This suggests that additional investigation into improving patient population selection and tailoring treatment algorithms may improve the cost-effectiveness of dupilumab in specific scenarios.

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 score0.032
Threshold uncertainty score0.703

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.040
GPT teacher head0.324
Teacher spread0.284 · 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

Citations47
Published2021
Admission routes1
Has abstractyes

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