Work‐related empowerment of the multidisciplinary team at the Rheumatism Foundation Hospital
Bibliographic record
Abstract
Carried out as part of a staff development project, this study describes the experiences of work-related empowerment within a multidisciplinary team at the Rheumatism Foundation Hospital in Finland. The data were collected using a structured questionnaire consisting of background variables and questions concerning verbal, behavioural and outcome empowerment. The questionnaire was sent to all members of the multidisciplinary team at the Rheumatism Foundation Hospital, with the exception of physicians, departmental secretaries and administrative personnel. The response rate was 58%. The data were examined using statistical methods. The multidisciplinary team felt quite strong verbal and behavioural empowerment, but was less confident in terms of outcome empowerment. Several factors were found to be associated with the different fields of empowerment. In conclusion, the multidisciplinary team felt quite strong work-related empowerment.
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How this classification was reachedexpand
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 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".