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Record W4386757978 · doi:10.1097/hjh.0000000000003563

Lifestyle management of hypertension: International Society of Hypertension position paper endorsed by the World Hypertension League and European Society of Hypertension

2023· article· en· W4386757978 on OpenAlexaff
Fadi J. Charchar, Priscilla R. Prestes, Charlotte Mills, Siew Mooi Ching, Dinesh Neupane, Francine Z. Marques, James E. Sharman, Liffert Vogt, Louise M. Burrell, Л. С. Коростовцева, Manja Zec, Mansi Patil, Martin G. Schultz, Matthew P. Wallen, Nicolás Renna, Sheikh Mohammed Shariful Islam, Swapnil Hiremath, Tshewang Gyeltshen, Yook Chin Chia, Abhinav Gupta, Aletta E. Schutte, Britt Klein, Claudio Borghi, Colette Browning, Marta Cześnikiewicz‐Guzik, Hae‐Young Lee, Hiroshi Itoh, Katsuyuki Miura, Mattias Brunström, Norm R.C. Campbell, Olutope Arinola Akinnibossun, Praveen Veerabhadrappa, Richard D. Wainford, Ruan Kruger, Shane Thomas, Takahiro Komori, Udaya Ralapanawa, Véronique Cornelissen, Vikas Kapil, Yan Li, Yuqing Zhang, Tazeen H. Jafar, Nadia Khan, Bryan Williams, George S. Stergiou, Maciej Tomaszewski

Bibliographic record

VenueJournal of Hypertension · 2023
Typearticle
Languageen
FieldMedicine
TopicNutritional Studies and Diet
Canadian institutionsUniversity of CalgaryUniversity of British ColumbiaOttawa HospitalLibin Cardiovascular Institute of AlbertaUniversity of Ottawa
FundersNational Institute on AgingNational Health and Medical Research CouncilManchester Biomedical Research CentreNational Heart Foundation of AustraliaNational Institute for Health and Care ResearchNational Heart, Lung, and Blood InstituteSylvia and Charles Viertel Charitable FoundationAustralian GovernmentInternational Society of HypertensionNational Institutes of HealthBloomberg PhilanthropiesBritish Heart FoundationMedical Research CouncilChan Zuckerberg InitiativeBill and Melinda Gates Foundation
KeywordsMedicineBlood pressurePrehypertensionStroke (engine)DiseaseIntensive care medicineInternal medicine

Abstract

fetched live from OpenAlex

Hypertension, defined as persistently elevated systolic blood pressure (SBP) >140 mmHg and/or diastolic blood pressure (DBP) at least 90 mmHg (International Society of Hypertension guidelines), affects over 1.5 billion people worldwide. Hypertension is associated with increased risk of cardiovascular disease (CVD) events (e.g. coronary heart disease, heart failure and stroke) and death. An international panel of experts convened by the International Society of Hypertension College of Experts compiled lifestyle management recommendations as first-line strategy to prevent and control hypertension in adulthood. We also recommend that lifestyle changes be continued even when blood pressure-lowering medications are prescribed. Specific recommendations based on literature evidence are summarized with advice to start these measures early in life, including maintaining a healthy body weight, increased levels of different types of physical activity, healthy eating and drinking, avoidance and cessation of smoking and alcohol use, management of stress and sleep levels. We also discuss the relevance of specific approaches including consumption of sodium, potassium, sugar, fibre, coffee, tea, intermittent fasting as well as integrated strategies to implement these recommendations using, for example, behaviour change-related technologies and digital tools.

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)0.011
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.012
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0050.002
Open science0.0030.002
Research integrity0.0060.011
Insufficient payload (model declined to judge)0.0120.012

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 head0.041
GPT teacher head0.250
Teacher spread0.209 · 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 designNot applicable
Domainnot available
GenreEditorial

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

Citations247
Published2023
Admission routes1
Has abstractyes

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