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Record W7119104055 · doi:10.1097/hcr.0000000000000969

Estimating Breathing Reserve at Peak Treadmill Exercise: Influence of Sex and Fitness

2025· article· en· W7119104055 on OpenAlexaff
Maurício Milani, Juliana Goulart Prata Oliveira Milani, Felipe Vilaça Cavallari Machado, Graziella França Bernardelli Cipriano, Dominique Hansen, G C J Gerson Cipriano, J Alberto Neder

Bibliographic record

VenueJournal of Cardiopulmonary Rehabilitation and Prevention · 2025
Typearticle
Languageen
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsKingston Health Sciences Centre
Fundersnot available
KeywordsCardiorespiratory fitnessTreadmillLung functionBreathingVO2 maxVentilatory threshold

Abstract

fetched live from OpenAlex

PURPOSE: A low breathing reserve (peak ventilation [Epeak]/estimated maximum ventilation [Emax] ≤ 15%) is recommended as the decision node to indicate abnormal ventilatory limitation during incremental cycle ergometry. Given higher Epeak during weight-bearing exercise, we aim to establish which coefficients should multiply the forced expiratory volume in 1 second (FEV1) to reduce the prevalence of a low breathing reserve in healthy subjects undergoing treadmill exercise. METHODS: We determined the coefficients for FEV1 multiplication associated with <5% prevalence of a low breathing reserve in 3544 healthy individuals aged 20 to 80 years. We then contrasted their performance in differentiating healthy subjects (N = 148) from patients with chronic obstructive pulmonary disease (COPD) (N = 133) in an external validation sample. RESULTS: A low breathing reserve was found in 22% and 6% of women versus 48% and 17% of men when FEV1 was multiplied by 35 and 40, respectively. Sex-adjusted coefficients required to decrease the prevalence of a low breathing reserve ranged from 33 and 48 in women versus 36.5 and 50 in men in those showing peak oxygen uptake <80% and >120% predicted, respectively. Breathing reserve using the new sex- and fitness-adjusted coefficients were superior to previous values in differentiating health from disease, regardless of COPD severity. CONCLUSION: Higher coefficients for FEV1 multiplication are required to estimate Emax at peak treadmill exercise in men than in women, increasing as a function of cardiorespiratory fitness in both sexes. These data are poised to improve the yield of cardiopulmonary exercise tests in accurately indicating pathological ventilatory limitation in patients with respiratory diseases.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.011
GPT teacher head0.315
Teacher spread0.304 · 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
Published2025
Admission routes1
Has abstractyes

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