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Assessment of the components of clinical remission with moderate–severe asthma after 24–52 weeks of treatment: CAPTAIN post hoc analysis

2024· article· en· W4404101493 on OpenAlexaff
John Oppenheimer, Njira Lugogo, Jodie Crawford, Steven A. Gould, Mohamed Mahmoud Hamouda, Emmeline Igboekwe, Alison Moore, Stephen G. Noorduyn, David Slade, Stephen Weng, Ian Pavord

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsMcMaster UniversityGlaxoSmithKline (Canada)
Fundersnot available
KeywordsPost-hoc analysisAsthmaPost hocMedicineComputer scienceInternal medicine

Abstract

fetched live from OpenAlex

Objective: Clinical Remission (CR) is an emerging goal for patients with asthma assessed after 52 weeks of therapy. This post hoc analysis of CAPTAIN assessed CR at Week 52 (w52) in patients with moderate–severe asthma receiving FF/UMEC/VI or FF/VI who did/did not meet components of CR at Week 24 (w24). Methods: CAPTAIN compared FF/UMEC/VI vs FF/VI in adults with moderate–severe asthma uncontrolled despite ICS/LABA; history of severe exacerbation was not required in the prior year. CR was defined as no SCS use, no severe exacerbations, ACQ-5 ≤1.5, optimised lung function. Outcome: proportion of patients receiving FF/UMEC/VI (100/62.5/25, 200/62.5/25µg) and FF/VI (100/25, 200/25µg) who achieved CR at w52, according to if CR components were met at w24. Results: Of 91/408 patients receiving FF/UMEC/VI 200/62.5/25 who continued to w52, 34/91 (37%) met the CR components at w24; of whom 23/34 (68%) achieved CR at w52. Of the 57/91 (63%) who did not meet the CR components at w24, 12/57 (21%) achieved CR by w52 (Table). Conclusion: Most patients who met the CR components at w24 achieved CR at w52, indicating w24 response is related to w52 CR. A limitation is the low number of subjects with w52 data. Prospective research is needed to establish practical assessment timepoints, durability of early results, and long-term utility of CR as a treatment goal in asthma. Funding: GSK (205715/ NCT02924688 ) erj;64/suppl_68/PA1198/F1 F1 F1

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)0.007
metaresearch head score (Gemma)0.008
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.004
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.000

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 head0.027
GPT teacher head0.349
Teacher spread0.322 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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