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Record W3213247318 · doi:10.1080/08164622.2021.1989264

Evidence-based vitamin supplements for age-related macular degeneration: an analysis of available products

2021· review· en· W3213247318 on OpenAlexaboutno aff
Ye Li, Nick Andrew, Benjamin R. LaHood

Bibliographic record

VenueClinical and Experimental Optometry · 2021
Typereview
Languageen
FieldMedicine
TopicRetinal Diseases and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePharmacyMacular degenerationFamily medicineOphthalmology

Abstract

fetched live from OpenAlex

CLINICAL RELEVANCE: A wide range of supplements are available for age-related macular degeneration (AMD); however, clinicians may not be aware of which supplements contain an evidence-based formula. BACKGROUND: Vitamin and antioxidant supplementation has been shown to be effective in slowing the progression of AMD. The Age-Related Eye Disease Studies (AREDS) group reported an evidence-based formula in the AREDS 2 trials. Commercially available products carry varying degrees of resemblance to this formula. METHODS: A review of commercially available supplements in pharmacies and websites across Australasia, the United States, the United Kingdom, and Canada was undertaken. Supplements containing all the ingredients of the AREDS 2 recipe were included. The dose, formulation, and cost of the supplements were reviewed. RESULTS: Sixty-six products were reviewed. Forty-three products contained all the AREDS 2 ingredients and were therefore included for analysis. Twenty products contained all ingredients at 100% or more of the recommended dose, and 23 products contained some ingredients at a lower dose. The cost of the products varied from Australian dollar (AUD) $0.12 to AUD $6.72 per day. Seven (35%) products were available online only and 13 (65%) products were available both online and in pharmacies. Eight products were available in the United States pharmacies, five products were available in Canadian pharmacies, three products were available in the United Kingdom pharmacies, and one product was available in Australasian pharmacies. CONCLUSIONS: Commercially available AMD supplements vary widely in price and resemblance to the AREDS 2 formulation. Clinician awareness of this information is important when counselling patients on which supplement is most suitable. The categorisation of products in Table 1 may assist with patient counselling of vitamin supplementation for AMD.

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)0.010
metaresearch head score (Gemma)0.038
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.020
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.038
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.004
Bibliometrics0.0200.021
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.225
GPT teacher head0.502
Teacher spread0.277 · 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
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

Citations4
Published2021
Admission routes1
Has abstractyes

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