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Record W2904868034 · doi:10.1161/hyp.72.suppl_1.074

Abstract 074: Non-Adherence to Prescribed Blood Pressure Lowering Drugs in Patients With Suspected “Resistant” Hypertension: A Call for Rigorous Adherence Testing

2018· article· en· W2904868034 on OpenAlexaff
Marcel Ruzicka, Swapnil Hiremath, Frans H. H. Leenen

Bibliographic record

VenueHypertension · 2018
Typearticle
Languageen
FieldMedicine
TopicBlood Pressure and Hypertension Studies
Canadian institutionsUniversity of OttawaOttawa Public Health
Fundersnot available
KeywordsMedicineBlood pressureAmbulatory blood pressureAmbulatoryPharmacyObservational studyInternal medicineProspective cohort studyEmergency medicineMedical recordFamily medicine

Abstract

fetched live from OpenAlex

Background: Pseudoresistance from non-adherence to blood pressure (BP) lowering drugs can cause unnecessary medical visits and invasive diagnostic tests and procedures. It also leaves patients at a high risk for vascular outcomes. There is currently no unified approach to the diagnosis of non-adherence. Direct questioning by medical personnel and review of pharmacy filling do not reveal the full extent of non-adherence. Direct observational therapy (DOT), a test where a patient’s BP response is monitored after supervised administration of BP lowering drugs, has never been prospectively evaluated for diagnosis of suspected resistant hypertension (HTN). Methods: We conducted a prospective study to estimate the prevalence of pseudoresistant HTN using the DOT test. Eligible patients were adults with suspected resistant HTN, defined as daytime average systolic blood pressure (SBP) >135 mmHg on 24-hour ambulatory blood pressure monitoring (ABPM) while on 3 or more BP lowering drugs. Patients confirmed adherence at the clinic, and they had their pharmacy records reviewed. For the DOT, prescribed BP lowering drugs were administered by a nurse at the HTN clinic. BP response was monitored at the office until peak BP effect was reached followed by immediate 24-hour BP ambulatory monitoring, which was repeated at 1 month. Results: 60 patients were enrolled, and 50 patients completed this study. 30 patients had confirmed resistant HTN. 20 patients had a large SBP decrease during observation immediately post drug administration ( ≥ 20 mmHg) as well as daytime average SBP on 24-hour ABPM (>10 mmHg) as compared to their baseline SBPs. Of these 20 patients, 15 continued to have controlled BP at the 24-hour ABPM done at 1 month post DOT, indicating medium term change in in adherence. Conclusions: A large proportion of patients with suspected resistant HTN have pseudoresistant HTN from non-adherence. The diagnosis of pseudoresistance was associated with subsequent cure of resistant HTN in 75% of cases. Proper assessment of adherence is essential to avoid unnecessary drug escalation, and/or investigations for secondary HTN. The DOT represents a simple test for diagnosis and management of suspected resistant HTN, with important ramifications for health care policy makers.

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)0.002
metaresearch head score (Gemma)0.006
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 score0.002
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.036
GPT teacher head0.253
Teacher spread0.217 · 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".

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Citations0
Published2018
Admission routes1
Has abstractyes

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