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Record W4382247448 · doi:10.55849/abdimas.v1i1.139

Improving the Degree of Health in the Elderly Through Health Checks and Education

2023· article· en· W4382247448 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePengabdian Jurnal Abdimas · 2023
Typearticle
Languageen
FieldMedicine
TopicPublic Health and Nutrition
Canadian institutionsMcGill University
Fundersnot available
KeywordsMedicineElderly peopleGerontologyBathingDiseaseMalnutritionHealth educationDiabetes mellitusPhysical therapyPublic healthNursing

Abstract

fetched live from OpenAlex

Background. The thesis focuses on the elderly as the final stage of human development and acknowledges that individuals in old age undergo various changes. The research is conducted at the Nuriah Nursing Home, located in Kecamatan Sei Lakam, Kabupaten Karimun. The purpose of the research is to identify the main health problems faced by the elderly in the nursing home, specifically the risk of declining health status. The thesis mentions specific health problems prevalent among the elderly, such as chronic kidney disease (CKD), high blood pressure, heart disease, rheumatism, paralysis, and diabetes mellitus. Purpose. This activity aims to determine the health status. Method. The method used is by conducting health checks and counseling followed by 5 elderly people.. Results. The results of this activity showed that from 5 elderly people, 1 elderly had hypertension because the elderly underwent dialysis 2 times a week. 1 elderly suffers from malnutrition. 1 elderly had dementia, and one elderly experienced long bed rest. Conclusion. . The conclusion is that 70% are all carried out / assisted by orphanage officers. Starting from bathing, clothes, chapters, and tubs. The elderly seem to understand how to improve their health status. instructional approaches to meet the specific needs of their students.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.963
Threshold uncertainty score0.403

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.086
GPT teacher head0.362
Teacher spread0.275 · 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