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Record W7117669293 · doi:10.15850/amj.v12n4.4179

Cognitive Function and Nutritional Status in Pre-Elderly Individuals with Human Immunodeficiency Virus

2025· article· en· W7117669293 on OpenAlexaboutno aff
Felicia Cahyadi Putri, Vetinly ., Astri Parawita Ayu, Nicholas Hardi, Kevin Kristian

Bibliographic record

VenueAlthea Medical Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsnot available
Fundersnot available
KeywordsCognitionHuman immunodeficiency virus (HIV)Body mass indexCognitive impairmentIndonesianCognitive testMalnutrition

Abstract

fetched live from OpenAlex

Background: Human immunodeficiency virus (HIV) infection remains a global health issue, particularly in Africa and Asia. Cognitive impairment may early develop in individuals living with HIV and can therefore potentially impact nutritional status. This study aimed to assess the correlation between cognitive function and nutritional status in pre-elderly individuals with HIV.Methods: A cross-sectional study was conducted from March 2023 to October 2024 among individuals living with HIV aged 45–59 years in Jakarta, Indonesia. Cognitive function was measured using the Indonesian version of the Montreal Cognitive Assessment (MoCA-Ina) and nutritional status was evaluated using body mass index (BMI). Data were analyzed using the Chi-square test with Jeffrey’s Amazing Statistics Program (JASP).Results: Of the 157 respondents, most were male (75.2%) with a mean age of 49±4.17 years. The majority were unmarried (44.6%), employed (70.1%), had incomes below the Jakarta minimum wage (74.5%), and had completed senior high school education (56.0%). Mild cognitive impairment was found in 70.7% of participants, whereas normal nutritional status was the most common (45.9%). However, no significant relationship was found between cognitive function and nutritional status (p=0.161). Conclusion: Mild cognitive impairment is prevalent among pre-elderly individuals with HIV, most of whom have normal nutritional status. Although no significant relationship is observed between cognitive function and nutritional status, these findings highlight the importance of incorporating early cognitive screening into routine HIV care to support healthy aging and timely identification and management of cognitive decline.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.015
GPT teacher head0.350
Teacher spread0.335 · 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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