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Record W2976923195 · doi:10.1056/nejmoa1905560

Step-Up Therapy in Black Children and Adults with Poorly Controlled Asthma

2019· article· en· W2976923195 on OpenAlexfundno aff
Michael E. Wechsler, Stanley J. Szefler, Victor E. Ortega, Jacqueline A. Pongracic, Vernon M. Chinchilli, John J. Lima, Jerry A. Krishnan, Susan J. Kunselman, David Mauger, Eugene R. Bleecker, Leonard B. Bacharier, Avraham Beigelman, Mindy Benson, Kathryn Blake, Michael D. Cabana, Juan Carlos Cardet, Mario Castro, James F. Chmiel, Ronina Covar, Loren C. Denlinger, Emily DiMango, Anne M. Fitzpatrick, Deborah A. Gentile, N. Grossman, Fernando Holguín, Daniel J. Jackson, Harsha Kumar, Monica Kraft, Craig LaForce, Jason E. Lang, Stephen C. Lazarus, Robert F. Lemanske, Dayna Long, Njira Lugogo, Fernando D. Martínez, Deborah A. Meyers, Wendy C. Moore, James N. Moy, Edward T. Naureckas, J. Tod Olin, Stephen P. Peters, Wanda Phipatanakul, Loretta G. Que, Hengameh Raissy, Rachel G. Robison, Kristie Ross, William J. Sheehan, Lewis J. Smith, Julian Solway, Christine A. Sorkness, Lisa Sullivan-Vedder, Sally E. Wenzel, Steven R. White, Elliot Israel

Bibliographic record

VenueNew England Journal of Medicine · 2019
Typearticle
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsnot available
FundersNational Institute of Allergy and Infectious DiseasesGenentechNational Center for Advancing Translational SciencesPropeller HealthWake Forest School of MedicineMallinckrodt PharmaceuticalsBoston Scientific CorporationDaiichi Sankyo EuropeSanofiMylanGlaxoSmithKlineNational Heart, Lung, and Blood InstitutePfizerVifor PharmaRegeneron PharmaceuticalsTeva Pharmaceutical IndustriesCumberland PharmaceuticalsAstraZeneca
KeywordsAsthmaMedicineBlack femalePediatricsPhysical therapyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Morbidity from asthma is disproportionately higher among black patients than among white patients, and black patients constitute the minority of participants in trials informing treatment. Data indicate that patients with inadequately controlled asthma benefit more from addition of a long-acting beta-agonist (LABA) than from increased glucocorticoids; however, these data may not be informative for treatment in black patients. METHODS: We conducted two prospective, randomized, double-blind trials: one involving children and the other involving adolescents and adults. In both trials, the patients had at least one grandparent who identified as black and had asthma that was inadequately controlled with low-dose inhaled glucocorticoids. We compared combinations of therapy, which included the addition of a LABA (salmeterol) to an inhaled glucocorticoid (fluticasone propionate), a step-up to double to quintuple the dose of fluticasone, or both. The treatments were compared with the use of a composite measure that evaluated asthma exacerbations, asthma-control days, and lung function; data were stratified according to genotypic African ancestry. RESULTS: When quintupling the dose of fluticasone (to 250 μg twice a day) was compared with adding salmeterol (50 μg twice a day) and doubling the fluticasone (to 100 μg twice a day), a superior response occurred in 46% of the children with quintupling the fluticasone and in 46% of the children with doubling the fluticasone and adding salmeterol (P = 0.99). In contrast, more adolescents and adults had a superior response to added salmeterol than to an increase in fluticasone (salmeterol-low-dose fluticasone vs. medium-dose fluticasone, 49% vs. 28% [P = 0.003]; salmeterol-medium-dose fluticasone vs. high-dose fluticasone, 49% vs. 31% [P = 0.02]). Neither the degree of African ancestry nor baseline biomarkers predicted a superior response to specific treatments. The increased dose of inhaled glucocorticoids was associated with a decrease in the ratio of urinary cortisol to creatinine in children younger than 8 years of age. CONCLUSIONS: In contrast to black adolescents and adults, almost half the black children with poorly controlled asthma had a superior response to an increase in the dose of an inhaled glucocorticoid and almost half had a superior response to the addition of a LABA. (Funded by the National Heart, Lung, and Blood Institute; BARD ClinicalTrials.gov number, NCT01967173.).

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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.005
GPT teacher head0.236
Teacher spread0.230 · 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 designRandomized trial
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

Citations67
Published2019
Admission routes1
Has abstractyes

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