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Record W7118072492 · doi:10.1093/geroni/igaf122.3573

Does Presentation of Late-Life Generalized Anxiety Disorder Change with Advancing Age?

2025· article· en· W7118072492 on OpenAlexaff
Yusuf Lahlou, Philippe Landreville, Patrick Gosselin, Sébastien Grenier, Pierre-Hugues Carmichael

Bibliographic record

VenueInnovation in Aging · 2025
Typearticle
Languageen
FieldPsychology
TopicAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes
Canadian institutionsQuebec Network for Research on AgingUniversité de MontréalUniversité de SherbrookeUniversité Laval
Fundersnot available
KeywordsGeneralized anxiety disorderAnxietyPresentation (obstetrics)Anxiety disorderGeneralized anxiety

Abstract

fetched live from OpenAlex

Abstract Generalized anxiety disorder (GAD) is one of the most common anxiety disorders in older adults. Given the aging population, it is important to determine if there are age-related variations in the presentation of GAD in older adults. The present study examined the relationship between age and the clinical presentation of GAD in people aged 60 to 87 years (N = 109, M = 68.2). A structured diagnostic interview was conducted and participants completed measures of GAD severity, tendency to worry, behavioral manifestations of GAD, depression, and disability. Most of the analyses performed did not show a significant relationship between age and different indices of GAD presentation. A comparison of the youngest (≤67 years) and oldest (>67 years) participants, based on the median age of the sample, showed that the second group had significantly higher rates of comorbid anxiety disorders (60.8% vs 39.7%; χ² = 4.85, p = .03) and death-related worries (54.9% vs 34.5%; χ² = 4.44, p = .04). Conversely, the youngest group reported more work or school-related worries (60.5% vs 25.0%; χ² = 9.15, p = .002). Overall, the results show that the clinical presentation of GAD does not vary much according to age among older adults. However, the observed differences suggest that clinicians should take into account the presence of comorbid anxiety disorders and the sources of worries according to the age of their client.

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)0.008
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 score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.035
GPT teacher head0.364
Teacher spread0.329 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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