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Record W3011827551 · doi:10.1111/all.14268

Efficacy and safety of treatment with dupilumab for severe asthma: A systematic review of the EAACI guidelines—Recommendations on the use of biologicals in severe asthma

2020· review· en· W3011827551 on OpenAlexaff
Ioana Agache, Yang Song, Claudio Rocha, Jessica Beltrán, Margarita Posso, Corinna Steiner, Pablo Alonso‐Coello, Cezmi A. Akdiş, Mübeccel Akdiş, Giorgio Walter Canonica, Thomas B. Casale, Tomás Chivato, Jonathan Corren, Stefano Del Giacco, Thomas Eiwegger, Davide Firinu, James E. Gern, Eckard Hamelmann, Nicola A. Hanania, Mika J. Mäkelä, Irene Hernández Martín, Parameswaran Nair, Liam O’Mahony, Nikolaos G. Papadopoulos, Alberto Papi, Hae‐Sim Park, Luis Pérez de Llano, Santiago Quirce, J. Sastre, Mohamed H. Shamji, Jürgen Schwarze, Carlos Canelo‐Aybar, Óscar Palomares, Marek Jutel

Bibliographic record

VenueAllergy · 2020
Typereview
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsSt. Joseph’s Healthcare HamiltonHospital for Sick ChildrenMcMaster UniversityUniversity of Toronto
FundersEuropean Academy of Allergy and Clinical Immunology
KeywordsDupilumabMedicineAsthmaAllergyAsthma exacerbationsBenralizumabMEDLINEIntensive care medicineImmunologyMepolizumabEosinophil

Abstract

fetched live from OpenAlex

Abstract Dupilumab, a fully human monoclonal antibody against interleukin‐4 receptor α, is approved as add‐on maintenance treatment for inadequately controlled type 2 severe asthma. This systematic review evaluated the efficacy, safety and economic impact of dupilumab compared to standard of care for uncontrolled severe asthma. PubMed, EMBASE and Cochrane Library were searched for RCTs and health economic evaluations. Critical and important asthma‐related outcomes were evaluated. The risk of bias and the certainty of the evidence were assessed using GRADE. Three RCTs including 2735 subjects >12 years old and 24‐52 weeks of follow‐up were included. Dupilumab reduced with high certainty severe asthma exacerbations (Incidence rate ratio 0.51; 95% CI 0.45‐0.59) and the percentage use of oral corticosteroid use (mean difference (MD) −28.2 mg/d; 95% CI −40.7 to −15.7). Asthma control (ACQ‐5), quality of life (AQLQ) and rescue medication use [puffs/d] improved, without reaching the minimal important clinical difference: ACQ‐5 MD −0.28 (95% CI −0.39 to −0.17); AQLQ MD +0.28 (95% CI 0.20‐0.37); and rescue medication MD −0.35 (95% CI −0.73 to +0.02). FEV1 increased (MD +0.15; 95% CI +0.11 to +0.18) (moderate certainty). There was an increased rate of dupilumab‐related adverse events (AEs) (moderate certainty) and of drug‐related serious AEs (low certainty). The incremental cost‐effectiveness ratio of dupilumab versus standard therapy was 464 000$/QALY (moderate certainty). More data on long‐term safety are needed both for children and for adults, together with more efficacy data in the paediatric population.

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)0.028
metaresearch head score (Gemma)0.062
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.028
Threshold uncertainty score0.150

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.062
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0120.013
Bibliometrics0.0090.006
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0030.002
Research integrity0.0030.002
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 head0.122
GPT teacher head0.357
Teacher spread0.235 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations89
Published2020
Admission routes1
Has abstractyes

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