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Record W2066289378 · doi:10.7448/ias.17.4.19716

Burden of subclinical heart and lung disease detected on thoracic CT scans of HIV patients on HAART

2014· article· en· W2066289378 on OpenAlexaff
Stefano Zona, Antonella Santoro, Giulia Besutti, Guido Ligabue, Cristina Mussini, Paolo Raggi, Jonathon Leipsic, Don D. Sin, Giovanni Guaraldi

Bibliographic record

VenueJournal of the International AIDS Society · 2014
Typearticle
Languageen
FieldMedicine
TopicPneumocystis jirovecii pneumonia detection and treatment
Canadian institutionsUniversity of British ColumbiaCanadian VIGOUR Centre
Fundersnot available
KeywordsMedicineBronchiectasisLungInternal medicineSubclinical infectionAir trappingBronchiolitisMyocardial infarctionRadiologyGastroenterologyCardiologyRespiratory system

Abstract

fetched live from OpenAlex

Introduction The aim was to determine the prevalence of lung and heart abnormalities on thoracic CT scans in HIV‐infected patients who were treated with antiretroviral therapy (ART). Material and Methods Thoracic CT scans of 903 patients infected with HIV (mean age 48±7 yrs, 29% females) were reviewed by three radiologists by consensus. Patients were phenotyped according to smoking status, pack years and years since cessation for ex‐smokers. Individuals known to have active lung or heart disease at the time of CT scanning were excluded. Multimorbidity lung and heart disease (MLHD) was defined by the presence of >2 lung or heart abnormalities on the CT scan. Results Prevalence of lung abnormalities were: 326 patients (36.1%) with emphysema, 271 (30.0%) with bronchiolitis, 44 (4.9%) with non‐calcified lung nodules, 568 (63%) with significant bronchial wall thickening, 150 (16.7%) with bronchiectasis, 9 (1%) with interstitial lung disease. Overall, 445 patients (49.3%) had >2 lung abnormalities. Imaging findings suggestive of prior myocardial infarction (MI) were found in 1.4% (13 patients); 26.6% (240 patients) had CAC scores of 1 to 100, and 9.8% (89 patients) had CAC>100. 13.6% (123 patients) of the patients had CAC>100 and/or previous MI. MLHD was present in 484 patients (53.6%) and among 78 patients (16%) who never smoked. Table 1 describes CT findings according to pack year and stop smoking groups vs never smokers. MLHD increased proportional to cumulative smoking history (p for trend <0.001) and decreased in proportion to the number of years since smoking cessation (p for trend=0.017). Independent predictors for MLHD were: age (OR=1.07, CI 1.05–1.10), sex (OR=1.59, CI 1.15–2.19), current smoking (OR=1.76, CI 1.08–2.89), and pack‐years history of smoking (OR=1.03, CI 1.02–1.05). In patients who never smoked, nadir CD4<200 was significantly associated with MLHD after adjustment for age and sex (OR=1.98, CI 1.98–3.63). Conclusions MLHD is common in HIV‐infected individuals even in non‐smokers. Reduced CD4 count (hence severity of HIV infection) may be an important risk factor for chronic lung and heart disease. Thoracic CT scans may provide an excellent screening tool to detect MLHD in HIV‐infected patients.

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)0.002
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 score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.012
GPT teacher head0.299
Teacher spread0.287 · 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

Citations3
Published2014
Admission routes1
Has abstractyes

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