64 (11B) Neurological processing is depressed following downhill mountain bike racing in youth
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
001, h p = .042.Females reported more severe symptoms (M=33.00,SD=23.85)than males (M=22.49,SD=21.63),(p<.001), and non-Hispanics reported higher symptoms (M=28.73,SD=22.93)than Hispanics (M=24.02,SD=23.91)(p<.05).Pairwise post-hoc tests showed that the low resilience group reported greater severity of concussion symptoms (M=38.53,SD=23.85)than Average (M=26.47,SD=22.75),(p<.001) or High (M=22.16,SD=21.81),(p< .001).ANOVA analysis found no significant interactions between factors.Conclusion Lower resilience was associated with greater initial SRC symptoms.Sex and ethnicity may be independently associated with symptoms but are not moderated by resilience.
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 | 0.000 | 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 it