Vorsicht bei Übungen mit chronischen WAD-Patienten!
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
Normalerweise bewirkt ein körperliches Training eine übungsinduzierte Hypoalgesie bzw. eine „Exercise-Induced Hypoalgesia“ (EIH). Unlängst untersuchte ein kanadisches Forscherteam der ‚University of Calgary‘ die Wirkung von aeroben und isometrischen Übungen bei Patienten mit chronischem Schleudertrauma bzw. „Whiplash associated disorder“ (WAD). Das Team um Ashley Smith rekrutierte hierzu 40 chronische WAD-Patienten sowie 30 parallelisierte Kontrollpersonen, um die EIH-Effekte in beiden Gruppen zu vergleichen und die Wirkung von aeroben und isometrischen Übungen zu erforschen. Als Übungen dienten ein 30-minütiges aerobes Laufbandtraining mit 75% der altersabhängigen maximalen Herzfrequenz sowie isometrische Kontraktionen des M. quadriceps femoris.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.007 |
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