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Record W3208410455 · doi:10.1080/14779072.2021.1999806

Integrating supplementation in the management of patients with heart failure: an evidence-based review

2021· review· en· W3208410455 on OpenAlexaff
Mikayla E. Raddysh, Diego Delgado

Bibliographic record

VenueExpert Review of Cardiovascular Therapy · 2021
Typereview
Languageen
FieldMedicine
TopicCardiac Fibrosis and Remodeling
Canadian institutionsToronto General HospitalUniversity Health NetworkUniversity of ReginaCanadian College of Naturopathic Medicine
FundersHigher Education Funding Council for England
KeywordsMedicineIntensive care medicineAlternative medicineRandomized controlled trialAdverse effectPsychological interventionMEDLINEQuality of life (healthcare)Clinical trialEvidence-based medicinePlaceboMechanism (biology)Heart failureMedical literaturePharmacologySurgeryInternal medicinePsychiatryPathology

Abstract

fetched live from OpenAlex

INTRODUCTION: Complementary, alternative and integrative medicine includes a myriad of therapies including herbal medicines, vitamins, dietary interventions and more, that are taken alone or in adjunct to standard conventional treatment. Often the main goals are to slow progression of disease, increase effectiveness of a drug, reduce side effects and improve quality of life. The study of these therapies and their influence in heart failure is not new. However, even for an experienced clinician, a gap exists between the literature and the application of knowledge to make a confident recommendation. AREAS COVERED: This review has a focus on specific supplements that are commonly used for individuals with HF. It discusses the mechanism of action, expected benefits, potential adverse effects, suggested doses, forms and drug interactions of these therapies. The literature search methodology included using medical subject headings terms to search in PubMed. Articles used were screened and critically appraised by the authors of this review. EXPERT OPINION: There are promising outcomes pertaining to the use of CAM in patients with HF. Advances in large scale, randomized, placebo-controlled trials are necessary to support evidence-based decision making regarding the use of supplements in conjunction, and in comparison, to conventional therapies for heart failure.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0030.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.051
GPT teacher head0.367
Teacher spread0.317 · 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 designSystematic review
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

Citations2
Published2021
Admission routes1
Has abstractyes

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