Introducing Vibro-Acupuncture: A Psychophysical Study
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Bibliographic record
Abstract
BACKGROUND/AIM: To potentially enhance the effects of conventional acupuncture, a novel acu-vibrator (prototype) has been developed to perform vibro-acupuncture (VA). The aim of this psychophysical study was to investigate the subjective sensations of VA compared with conventional manual acupuncture (MA) and non-penetrating sham acupuncture (SA). METHODS: 30 young healthy volunteers (21 men and 9 women) received VA, MA, and SA at LI4 and LI10 in a randomised, single-blind, placebo-controlled, cross-over manner. After 25 min of treatment, the Massachusetts General Hospital (MGH) acupuncture sensation scale (MASS), McGill pain questionnaire (MPQ), and numerical rating scale (NRS; 0-10) were employed followed by the acupuncture credibility and indication scale. Adverse events were investigated after treatment. Data were analysed using Friedman's test for repeated measures on ranks and post hoc Wilcoxon signed-rank tests with Bonferroni correction. RESULTS: The MASS scores were significantly higher during MA and VA compared with SA at both LI4 and LI10 (p<0.017). Treatment with VA evoked significantly higher vibration sensations compared with MA and SA (p<0.005). Treatment with SA yielded significantly lower NRS and MPQ scores compared with MA and VA (p<0.001) with no difference between MA and VA (p>0.05). Blinding of participants was achieved for SA and MA; however, VA was correctly identified in 29 of 30 subjects due to the characteristic vibrational stimulation. No serious adverse events were recorded for any of the treatments. CONCLUSIONS: Subjective sensations were influenced by treatment mode, with MA and VA yielding higher stimulation responses compared with SA. VA evoked specific vibrational sensations beyond MA, which might have specific effects in various disorders.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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