Age-Related Changes in Human Ciliary Muscle
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE: To examine the role of the ciliary muscle in accommodation and presbyopia. METHODS: Sixteen pairs of eyes from donors aged 1 to 107 years were treated with atropine or pilocarpine and then processed for light microscopy. Seven pairs were analyzed for treatment effects, including morphometric measurements of muscle dimensions, muscle fiber group area, and the percentage of connective tissue. RESULTS: The ciliary muscle shortened in length in response to drug treatment at all ages. The ciliary muscle of older subjects contained greater amounts of connective tissue and was shorter, wider and the internal apical edge moved forward. CONCLUSIONS: This study confirms previous reports that the human ciliary muscle retains its ability to contract throughout the lifespan. However, the ciliary muscle also displayed age-related changes, which may be partly accounted for by the forces exerted from the aging lens and zonules.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it