Bibliographic record
Abstract
Backgrounds and Purposes: Clinical governance is a framework that guides healthcare organizations in order to continuously improve the quality of services, maintain the highest standards of conduct and create an environment in which excellence in clinical care leads to system improvements.Rather than merely establishing mechanisms to enhance the quality of the services, in the implementation of clinical governance, each individual shall be in a positive, enabling atmosphere enhancing his/ her daily performances, thus, having the appropriate knowledge and ability is necessary.The aim of this study was to investigate the effect of empowering human resources on enforcing the clinical governance in the hospital of Borujerd city.Materials and methods: In terms of purpose, this study is an applied research being in the category of causal researches.The population of the study includes the staff of the hospitals of Boroujerd city.For the data collection purposes, a questionnaire with 20 questions was used after being assessed for its validity and reliability.The structural equation modelling was used in this study, to study the relationship between the components of the model.LISREL software was used to analyze hypotheses.Conclusion: According to the data analysis, it was concluded that the empowering of the staff affects the independence, educating, Job enrichment and the implementation of clinical governance.Occupational independence, Job enrichment and educating have an impact on the implementation of clinical governance, in addition, the empowerment of human resources through occupational independence, educating and the job enrichment affects implementation of clinical governance.
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Study of clinical governance implementation in healthcare organizations; the object is healthcare quality management, not research practice.
It studies staff empowerment and clinical governance in hospitals, not research itself.
Hospital HR empowerment and clinical governance; healthcare management, not metaresearch.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.914 | 0.892 |
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".