Wave properties of action potentials from fast and slow motor units of rats
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this study was to identify the frequency, conduction velocity, and wavelength of fast and slow motor unit action potentials (MUAPs) from mixed mammalian muscle. Stimulation and blocking pulses to the sciatic nerve produced varying recruitment patterns (confirmed by force measurements) of fast and slow motor units of the medial gastrocnemius of six rats. Myoelectric signals from the muscle were resolved into their intensity in time and frequency space. Slow MUAPs had a mean frequency (+/- SEM) of 183 +/- 8 Hz, conduction velocity of 3.5 +/- 0.6 m s(-1), and wavelength of 19 mm. Fast MUAPs had a mean frequency of 369 +/- 11 Hz, conduction velocity of 6.7 +/- 0.5 m s(-1), and wavelength of 18 mm. Frequency and conduction velocity, but not wavelength, were significantly different between the fast and slow MUAPs. The distinct wave properties of fast and slow MUAPs can thus be used to distinguish action potentials from these motor units, and could be used to determine patterns of motor unit recruitment during locomotion.
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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 | 0.000 | 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