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Record W4411748481 · doi:10.1007/s40123-025-01180-5

The Economic Burden of Anti-Vascular Endothelial Growth Factor on Patients and Caregivers in the UK, Europe, and North America

2025· article· en· W4411748481 on OpenAlexaboutno aff
David Tabano, Arjun Watane, Richard Gale, Oliver Cox, Sarah Hill, Louise Longworth, Yemi Oluboyede, Ayesha Ahmed, Nimesh Patel

Bibliographic record

VenueOphthalmology and Therapy · 2025
Typearticle
Languageen
FieldMedicine
TopicRetinal Diseases and Treatments
Canadian institutionsnot available
FundersF. Hoffmann-La Roche
KeywordsMedicineMacular degenerationDiabetic macular edemaQuality of life (healthcare)PopulationRanibizumabOphthalmologyDiabetic retinopathyInternal medicineBevacizumabDiabetes mellitusEnvironmental healthNursing

Abstract

fetched live from OpenAlex

INTRODUCTION: Intravitreal (IVT) injections of anti-vascular endothelial growth factor (VEGF) agents are the standard of care for neovascular age-related macular degeneration (nAMD) and diabetic macular edema (DME). While demonstrated to be effective, these treatments potentially place a significant burden on patients owing to their cost and frequency of treatment visits required for administration. The objective of this study was to investigate the economic burden of treatment on patients with nAMD/DME and their informal caregivers in seven countries. METHODS: Data were collected from patients and caregivers in the USA, UK, Canada, Italy, Spain, Germany, and France using a survey between September and December 2022. Each survey collected data to facilitate calculating economic burden, combining the total financial costs (i.e., direct costs to receive treatment) and productivity losses associated with attending treatment appointments over a 6-month period. Quality of life data were collected using validated instruments. RESULTS: In total, 194 patients and 194 caregivers reported currently receiving (or caring for someone who receives) anti-VEGF treatment. Across all countries, the modal frequency of anti-VEGF treatment was every 4 weeks, except for patients with DME (every 8 weeks). The largest, mean 6-month economic burden on the pooled population of patients with nAMD/DME was reported in Italy (€1244) and on caregivers it was in the USA (€3069). Economic burden was lower for respondents receiving fewer anti-VEGF injections. CONCLUSIONS: More durable therapies for nAMD/DME would reduce treatment burden and have a sizeable impact financially on patients with nAMD/DME and their caregivers.

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)0.000
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 score0.007
Threshold uncertainty score0.183

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.011
GPT teacher head0.258
Teacher spread0.247 · 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

Citations9
Published2025
Admission routes1
Has abstractyes

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