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Record W2036032198 · doi:10.1164/ajrccm.164.2.2006101

Airway Narrowing Associated with Inhibition of Deep Inspiration during Methacholine Inhalation in Asthmatics

2001· article· en· W2036032198 on OpenAlexaff
Gregory G. King, BARBARA J. MOORE, Chun Y. Seow, Peter D. Paré

Bibliographic record

VenueAmerican Journal of Respiratory and Critical Care Medicine · 2001
Typearticle
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsSt. Paul's HospitalUniversity of British Columbia
Fundersnot available
KeywordsMethacholineMedicineInhalationSpirometryBronchodilatationAirwayBronchoconstrictionAsthmaAnesthesiaInternal medicineBronchodilatorRespiratory diseaseLung

Abstract

fetched live from OpenAlex

Reduced bronchodilatation in response to deep inspiration (DI) has been demonstrated in asthmatics. We have previously shown that inhibition of DI for 10 min or more during methacholine inhalation increases airway narrowing in normals. We tested the hypothesis that inhibition of DIs during methacholine inhalation in asthmatics would not affect the magnitude of airway narrowing. We administered the PC(15) dose of methacholine to eight asthmatics every 5 min for 5 doses and measured spirometry after each dose. On four separate days, subjects received either 2, 3, 4, or 5 doses selected randomly, but DIs were inhibited during the challenge and spirometry was measured only at the start and after the final dose. Geometric mean PC(15) was 1.6 mg/ml. Mean values for FEV(1) (+/- SEM) after Doses 2 through 5 were 84 +/- 4, 78 +/- 6, 79 +/- 5, and 81 +/- 3% of baseline, respectively, when DIs were allowed. During inhibition of DIs, they were 73 +/- 6, 67 +/- 5, 64 +/- 6, and 61 +/- 7% of baseline values. Decreases in FEV(1) after Doses 4 and 5 were significantly greater when DIs were inhibited (p < 0.05). We conclude that in this group of asthmatics, inhibition of DI for 15 min is associated with increased airway narrowing in response to methacholine inhalation, and therefore, DI may be an important factor limiting induced airway narrowing in asthmatics as well as in normal subjects.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.014
GPT teacher head0.296
Teacher spread0.283 · 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

Citations42
Published2001
Admission routes1
Has abstractyes

Explore more

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