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Clinical remission following biologic initiation in severe asthma: results of the International Severe Asthma Registry (ISAR)

2023· article· en· W4387980282 on OpenAlexaff
Ghislaine Scélo, Trung N. Tran, Tham Le, Malin Faregås, Neil Martin, Andrew Menzies‐Gow, Eileen Wang, Michael E. Wechsler, Giorgio Walter Canonica, Enrico Heffler, Liam G. Heaney, David J. Jackson, Paul Pfeffer, John Busby, Celeste Porsbjerg, Mark Hew, Matthew Peters, Peter G. Gibson, Mona Al‐Ahmad, Céline Bergeron, Mohsen Sadatsafavi, Luis Pérez de Llano, Borja G. Cosío, Piotr Kuna, Diahn‐Warng Perng, Takashi Iwanaga, Carlos A. Torres‐Duque, Désirée Larenas‐Linnemann, Bassam Mahboub, Riyad Al‐Lehebi, João Fonseca, Chin Kook Rhee, Jorge Máspero, Mariko Siyue Koh, George Christoff, Todor A. Popov, Justin Kwiatek, Victoria Carter, Celine Goh, Lakmini Bulathsinhala, Aaron Beastall, David Price

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsVancouver General HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicineAsthmaExacerbationInternal medicineClinical trialClinical endpointWatchful waitingGroup BPediatricsRandomized controlled trial

Abstract

fetched live from OpenAlex

Background: Results of clinical trials may not reflect the benefits of asthma biologics in real-world settings. Objective: To describe clinical remission following initiation of biologics in adults with severe asthma in ISAR. Methods: This multi-country (n=23), registry-based study included patients ≥18 years who initiated treatment with biologics (anti-IL5/5R, anti-IgE, anti-IL4/IL13). Remission during the 1 year (min. 6 months) post-initiation was defined as a composite of 2, 3, or 4 endpoints: no exacerbations, no long-term OCS (LTOCS) use, partly/well controlled asthma, and predicted normal (p.n.FEV1) ≥80%. Alternative definitions of remission using ≤1 exacerbation and ≤5 mg/day LTOCS were also explored. Results: Of 3348 eligible adults, median age was 54 years, 61.6% were female. At baseline vs post-initiation, 23.3% vs 54.7% had no exacerbation, 66.7% vs 79.3% did not require LTOCS, 9.3% vs 32.7% had well-controlled asthma, and 43.0% vs 46.4% had p.n.FEV1≥80%. Remission in 4 endpoints was achieved in 18.7% and 26.3% patients using the strict and alternative definitions (Figure 1). Conclusion: About one-in-five adults with severe asthma met criteria for clinical remission in all 4 endpoints following biologic initiation. The findings suggest that biologics can achieve remission in the real-world, however, medical unmet need remains among some patients with the current treatment paradigm.

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)0.006
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.006
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.043
GPT teacher head0.347
Teacher spread0.303 · 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 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
Published2023
Admission routes1
Has abstractyes

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