The Role of Social Workers in Behavioral Therapy in Government Hospitals "A Descriptive Study of Social Workers Working At Jazan Hospitals."
Bibliographic record
Abstract
This study is an analytical descriptive research, and has aimed at identifying the role of the social worker in working with conditions and diseases that need to be assisted with behavioral therapy in government hospitals and identifying obstacles that limit his role, to proposals to overcome those constraints. The study has been applied to a random sample of 54 specialists and social workers working in government hospitals in Jazan region during the first quarter of 1440H. A questionnaire researcher was adopted as a data collection tool in order to identify the actual role of the social worker in the field of Behavioral therapy in government hospitals and to identify the obstacles facing the social worker in working with Behavioral therapy cases or patients in government hospitals and to reach proposals to activate the role of social worker in working with Behavioral therapy cases or patients in government hospitals. The results showed that the specialist plays an active role in the field of Behavioral therapy in government hospitals such as (assisting the patient in obtaining services in the hospital and defining the plan treatment to the patient family. The presence of obstacles facing the social worker in working with Behavioral therapy cases or patients in government hospitals such as low awareness of the nature of the work of the social worker and insufficient training courses available to social workers with Behavioral therapy cases or patients and lack of knowledge of the family of the patient about the importance of the role of the social worker in working with Behavioral therapy cases or patients and In order to activate the role of the social worker in working with Behavioral therapy cases or patients and overcome the obstacles, a number of proposals were suggested, such as: Cooperation with the institutions concerned with Behavioral therapy cases patients to activate The role of the social worker and the description of the role of social medical specialist with Behavioral therapy cases or patients within the guide of policies and procedures of social service medical approved by the ministry and the survey of the views of patients to identify the positive and negative aspects of the services provided to them.
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.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".