2019 Vestibular Oriented Research Meeting, May 19-22, 2019, Hosted by The Ohio State University Wexner Medical Center at the Marriott at the University of Dayton
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
at the Marriott at the University of Dayton motion platform for 105 subjects. Mediation analyses were performed to determine if any of the fi ve vestibular thresholds we measured mediated the previously reported age-effect on balance. We report: (a) that vestibular thresholds for all 5 different motions increased with age above the age of 40 ( (2), and (c) 0.2 Hz roll tilt thresholds were found to signifi cantly mediate the relationship between age and balance -explaining between 33% and 55% of the total age-effect on balance. If these fi ndings are confi rmed by future studies, this may provide an opportunity to improve balance (and presumably reduce fall risk) via specifi c therapies tailored to improve vestibular function.
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.
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 | 0.013 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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