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Record W2553326092 · doi:10.4172/2161-105x.1000375

C-Reactive Protein in Stable Cystic Fibrosis: An Additional Indicator of Clinical Disease Activity and Risk of Future Pulmonary Exacerbations

2016· article· en· W2553326092 on OpenAlexafffund
Elias Matouk, Dao Nguyen, Andrea Benedetti, Joanie Bernier, James Gruber, Jennifer Landry

Bibliographic record

VenueJournal of Pulmonary & Respiratory Medicine · 2016
Typearticle
Languageen
FieldMedicine
TopicCystic Fibrosis Research Advances
Canadian institutionsMcGill University Health CentreMcGill University
FundersCanadian Institutes of Health ResearchCystic Fibrosis CanadaMinistère du Développement Économique, de l’Innovation et de l’Exportation
KeywordsMedicineCystic fibrosisInternal medicineC-reactive proteinCohortGastroenterologyQuality of life (healthcare)Inflammation

Abstract

fetched live from OpenAlex

Intravenous; Prior-year PExs: IV-treated Pulmonary Exacerbations 1-year Prior to Baseline; PExs 1-year post-baseline: IV-treated Pulmonary Exacerbations 1-year Post Baseline; CFRD: Cystic Fibrosis Related Diabetes; ABPA: Allergic Bronchopulmonary Aspergillosis; CFTR: Cystic Fibrosis Transmembrane Regulator Protein; ∆F508: F508del-CFTR.Wojewodka et al. [7] studied a cohort of 52 adult patients with CF.They demonstrated that stable patients who developed PExs over a 1-year follow-up had worse baseline disease severity (based on spirometry), worse baseline Clinical and Complications subscores Abstract Introduction: In stable adult cystic fibrosis (CF) patients, we assessed the role of baseline high sensitivity C-reactive protein (hs-CRP) on CF clinical variables and frequency of intravenous (IV) treated pulmonary exacerbations (PExs) 1-year post-baseline.Methods: We recruited 51 clinically stable CF patients from our Adult CF Center.We incorporated collected parameters into Matouk CF clinical score and CF questionnaire-revised quality of life score (QOL).We used the clinical minus complications subscores as a clinical disease activity score (CDAS).We dichotomized our patients according to the cohort median baseline hs-CRP of 5.2 mg/L.Results: Patients in the high hs-CRP group (≥ 5.2 mg/L) demonstrated worse CDAS (r=0.67,p=0.0001) and QOL scores (r=0.57,p=0.0017) at a given FEV 1 % predicted.In both hs-CRP groups, prior-year IV-treated PExs and baseline CDASs were significant predictors of future IV-treated PExs.Interestingly, the association between baseline CDAS and future PExs frequency was more robust in the high compared to the low hs-CRP group (r=-0.88,p<0.0001, r=-0.48,p=0.017, respectively) with a steeper regression slope (p=0.001).In addition, a significant interaction was demonstrated between elevated baseline hs-CRP levels and CDASs for the prediction of increased risk of future PExs (p=0.02).This interaction provided an additional indicator of clinical disease activity and added another dimension to the prior year PExs frequency phenotype to identify patients at increased risk for future PExs.Conclusion: Stable CF patients with elevated baseline hs-CRP (≥ 5.2 mg/L) demonstrated worse clinical disease activity and QOL scores at a given level of disease severity (FEV 1 % predicted).Elevated baseline hs-CRP values combined with clinical disease activity scores are associated with increased risk for future IV-treated PExs even in those with mild clinical disease activity scores.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
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 head0.030
GPT teacher head0.352
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

Citations24
Published2016
Admission routes2
Has abstractyes

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