Mobilidade e planificación urbana en Santiago de Compostela: cara a un sistema de transportes sustentable
Bibliographic record
Abstract
The purpose of the present study was to compare pain description and emotional and psychosomatic discomfort in patients with chronic pain syndrome (CPS) and rheumatoid arthritis (RA) in order to identify special characteristic features in patients with CPS. Methods used were a Visual Analogue Scale, the McGill Pain Questionnaire, a new pain, ache and hurt assessment tool and a questionnaire related to causes of pain, health perception and experienced emotional and psychosomatic discomfort. The patients with CPS perceived themselves as being less healthy than patients with RA. While the sensory quality of pain was similar in both groups, the emotional component was stronger in patients with CPS. They experienced more emotional and psychosomatic discomfort compared to patients with RA. They believed that factors associated with their work had caused the pain. The result indicates that assessment of ache by patients with CPS on the Visual Analogue Scale reflects the affective dimension of the experience.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".