Palatability and preference of Eyestonia™ in age related macular degeneration
Bibliographic record
Abstract
Eyestonia is a multivitamin that is indicated for the delay of age related macular degeneration (AMD) progression and other retinopathies. Its medicinal ingredients include lutein, zinc, copper, vitamins A, C, and D 3 , as well as bilberry extract. We conducted a study to determine Eyestonia's palatability, side effect profile, and taste preferences in 50 patients with retinal eye diseases in Vancouver, Canada. The survey included 8 multiple choice questions which determined patients' preference for Eyestonia and its palatability. We used descriptive statistics to compute percentages for responses of each question. We found that overall, Eyestonia was superior to patients' current vitamin of choice and it has favorable palatability and was well liked by our patient cohort. Eyestonia is thus a competitive vitamin that is marketed in Canada to reduce progression of retinal diseases.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".