The Effect of Group Counseling on the Level of Depression and Anxiety in a Sample of Women in the Menopausal Stage in Jordan
Bibliographic record
Abstract
The study aimed to identify the impact of the group counseling program on the degree of anxiety and depression program in a sample of women in the menopausal stage in the city of Amman, Jordan, the study sample included 22 ladies in the menopausal stage, 11 women of the experimental group and 11 women of the control group, where the application of anxiety scale characteristic and Beck-Depression scale on the members of the two groups as a pre-test, then applied counseling program on the experimental sample for a period of 12 weeks, without any procedures with control group, after that has been re-apply the measure again as a post-test, statistical analysis showed positive impact in reducing the level of anxiety and depression in the experimental sample belonging to the group counseling program. The study concluded that the recommendation of the need for awareness of the nature of the menopausal stage and provide specialized psychiatric services contribute to overcoming the psychological effects associated with it.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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".