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Record W3082030579 · doi:10.20996/1819-6446-2020-08-21

Inhibitors in the Management of Patients with Atherosclerotic Cardiovascular Diseases: Guidelines and Reimbursement Issues

2020· article· en· W3082030579 on OpenAlexaboutno aff
М. В. Журавлева, A. B. Prokofiev, Е. В. Ших, S. Yu. Serebrova, G. I. Gorodetskaya, E. Yu. Demchenkova

Bibliographic record

VenueRational Pharmacotherapy in Cardiology · 2020
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineReimbursementPCSK9DyslipidemiaIntensive care medicineProprotein convertaseAlirocumabCanadian Cardiovascular SocietyInternal medicineCholesterolLipoproteinDiseaseLDL receptorHealth careAngina

Abstract

fetched live from OpenAlex

Current guidelines for the management of patients with dyslipidemia define low-density lipoprotein cholesterol (LDL-C) as the primary target in addressing lipid-lowering therapy. The target level of LDL-C in real clinical practice is achieved in no more than a third of patients who have undergone a coronary event and receive high-intensity lipid-lowering therapy. Achieving the goals of lipid-lowering therapy in a significant proportion of patients with atherosclerotic cardiovascular diseases (ACVD) is impossible with the use of even high doses of statins, which requires its enhancement by other drugs. The article considers the place of proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors in the prevention of cardiovascular diseases in patients with ACVD in accordance with the latest Russian and international guidelines. A modern decision-making algorithm for the initiation of PCSK9 inhibitors therapy in patients with ACVD is presented. The authors provide a clear understanding about the patient populations that will benefit most from the taking of PCSK9 inhibitors. Particular attention is paid to Guidelines for the management of dyslipidemias developed by European Society of Cardiology and European Atherosclerosis Society in 2019. The issues of patients provision with PCSK9 inhibitors with reference to Russian conditions are described in details in accordance with the requirements for territorial programs of state guarantees. Further improvement in the provision of PCSK9 inhibitors to patients with indications for this therapy is necessary, considering the potential of these drugs in reducing cardiovascular morbidity and mortality in patients with ACVD.

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 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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.061
Threshold uncertainty score0.360

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.032
GPT teacher head0.311
Teacher spread0.279 · 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 teacher head, 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

Citations2
Published2020
Admission routes1
Has abstractyes

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