Common features of neurodegenerative disease: exploring the brain-eye connection and beyond (part 2): the 2021 pre-symposium of the 15th international conference on Alzheimer’s and Parkinson’s diseases
Bibliographic record
Abstract
BrightFocus Foundation sponsored the third iteration of the "Common Features of Neurodegenerative Disease: Exploring the Brain-Eye Connection and Beyond" preconference symposium that preceded the 15th International Conference on Alzheimer's and Parkinson's Diseases (AD/PD 2021).Part 1 of the meeting report was previously published in Molecular Neurodegeneration.This completes the description of the meeting with Part 2. Session III, "Why are the vascular components and blood-brain/blood-retina barriers of the brain and eye important contributors to the tipping point between health and disease?" was chaired by Dr. Adriana Di Polo.Both the brain and the eye are highly vascularized organs that contain a dense capillary network.The neurovascular unit (NVU) is a community of cells including neurons, astrocytes, endothelial cells, pericytes, and
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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 | 0.001 | 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".