The Effects of Tween 20 on<i>in vitro</i>Bovine Lenses
Bibliographic record
Abstract
The optical properties of the cultured bovine lens were analyzed after exposure to various concentrations of Tween 20, a nonionic surfactant, to find a nonirritating concentration for commercial products. Bovine lenses were extracted and placed into a culture chamber for 24 hours at 37°C with 4–5% CO2. The lenses were placed into three treatment (1%, n = 10; 10%, n = 9; and 100%, n = 10 Tween 20) and one control group (n = 7) for 15 minutes. For 8 days following treatment, the lens optics were analyzed periodically for back vertex distance (focal length) and back vertex distance variability (sharpness of focus) using a laser-scanning device. For both the control and the 1% Tween 20 condition, no significant change was seen from the beginning of the experiment (p > 0.05). The 10% Tween 20 solution induced significant loss of sharp focus (0.62 ± 0.1 mm SEM) 4 hours after exposure, increasing to BVD = 1.69 ± 0.3 mm SEM by the end of experimentation (p < 0.05). At full strength (100%), Tween 20 began to cause damage after 4 hours (BVD = 0.50 ± 0.06 mm SEM), and this change increased to BVD = 4.46 ± 0.59 mm SEM after 8 days following treatment (p < 0.05). Therefore, a dose-dependant increase in back vertex distance (BVD) variability was detected. This research suggests that using 1% Tween 20 in commercial solutions should not produce ocular irritation, whereas concentrations above 10% will cause significant irritation. As well, the bovine lens assay, paired with the automated lens scanner, provided a sensitive approach to measure mild ocular irritation.
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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".