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Record W4413950900 · doi:10.3390/jcm14176218

Multiple Drug Intolerance Syndrome and Arterial Hypertension—Systematic Review and Meta-Analysis

2025· review· en· W4413950900 on OpenAlexaboutno aff
Jakub Rusinek, Kinga Tyjas, Wiktoria Ziółek, Marek Rajzer, Katarzyna Stolarz‐Skrzypek

Bibliographic record

VenueJournal of Clinical Medicine · 2025
Typereview
Languageen
FieldMedicine
TopicBlood Pressure and Hypertension Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineMeta-analysisDrugInternal medicineCardiologyPharmacology

Abstract

fetched live from OpenAlex

Background: Arterial hypertension (HT) is one of the most prevalent diseases, causing increased morbidity and mortality. Treatment of HT might be complicated by multiple drug intolerance syndrome (MDIS), defined as intolerance to three or more drug classes. This systematic review and meta-analysis aimed to assess the prevalence of MDIS in patients with hypertension and investigate its impact on disease control. Materials and Methods: MEDLINE, Scopus, Web of Science, and Embase were thoroughly searched in June 2024. The data concerning MDIS prevalence, MDIS risk factors, number of adverse drug reactions (ADRs), and types of reactions was extracted. Quality assessment was done with the use of the Newcastle-Ottawa Scale. Meta-analysis was conducted to determine the pooled prevalence of MDIS and ADRs. The study was conducted according to the PRISMA guidelines. Results: This review included four studies (2508 patients). The pooled prevalence of MDIS was 10% (95% CI: 4%–19%). Headache was the most frequent ADR reported in the studies (71.47%, 95% CI: 56.5%–84.44%), while pain in other body parts was present in 53.08% of patients. Female sex was found to increase the risk of MDIS in each included study. Other risk factors identified were older age, gastrointestinal disorders, anxiety disorders, panic attacks, and depression. Blood pressure was higher in the MDIS group, and in this group, more patients had uncontrolled hypertension. Conclusions: The prevalence of MDIS in the hypertensive population can be considered high. Furthermore, blood pressure control is worse in patients with MDIS. However, this phenomenon is still studied inadequately, and further research is necessary.

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)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.016
Threshold uncertainty score0.058

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.026
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0160.034
Bibliometrics0.0060.007
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.235
GPT teacher head0.456
Teacher spread0.221 · 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 designMeta-analysis
Domainnot available
GenreReview

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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