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Record W6936227656 · doi:10.57945/manara.23939403

Rising blood pressure in Bangladesh

2023· other· en· W6936227656 on OpenAlexaboutno aff

Bibliographic record

VenueQatar National Library · 2023
Typeother
Languageen
FieldMedicine
TopicPrenatal Screening and Diagnostics
Canadian institutionsnot available
Fundersnot available
KeywordsBlood pressureAnthropometryWaistObesityPopulationStroke (engine)Quarter (Canadian coin)Family history

Abstract

fetched live from OpenAlex

Almost a fourth of residents living in a middle-class neighborhood of Bangladesh’s capital city Dhaka were found to have hypertension, reports a study published in Global Cardiology Science & Practice. Researchers in Bangladesh collected demographic, anthropometric and health-related data from 730 residents of a randomly selected neighborhood in Dhaka. Their aim was to assess the prevalence and risk factors for hypertension in urban Bangladesh . They found that nearly a quarter of the study population had hypertension, affecting relatively more men than women. People aged 66 to 74 were found to be significantly more at-risk than those in other age groups. Bangladeshis have a cultural preference to high salt intake, and study participants who consumed more than one teaspoon of salt a day were found to be 1.5 times more at risk for hypertension than others. Smokers and tobacco users were also at a higher risk of developing hypertension. Finally, obese participants, those with a high waist circumference, a family history of stroke or cardiovascular disease, or who consumed less than 2.5 cups of vegetables per day were at a higher risk of developing the disease. High blood pressure is estimated (http://www.who.int/gho/ncd/risk_factors/blood_pressure_prevalence_text/en/) to cause 12.8% of all deaths globally each year. In 2008, it affected 40% of the world’s population over the age of 25. A disproportionately high number of people living with hypertension are in low- and middle-income countries. The 2011 Bangladesh Demographic and Health Survey reported that hypertension affected as much as 34% of adults living in the country. Another study found hypertension was relatively less prevalent in rural areas compared to urban centres. Hypertension and cardiovascular diseases have recently increased in South-East Asia as a result of rapid urbanization, increased life expectancy, and lifestyle changes. The researchers say that policies that target the promotion of a healthy lifestyle are needed in Bangladesh and the wider region. “Population-based intervention programmes and policies for increased awareness about risk factors and lifestyle modifications are essential for prevention of hypertension,” they write.Other InformationPublished in: QScience.com Highlights, Published by Nature Research for Hamad bin Khalifa University Press (HBKU Press) License: http://creativecommons.org/licenses/by/4.0

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)0.001
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 score0.070
Threshold uncertainty score0.139

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.002

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 head0.016
GPT teacher head0.254
Teacher spread0.238 · 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
Published2023
Admission routes1
Has abstractyes

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