Efficiency of cognitive-behavioral group therapy for obesity in combination with dietary modifications in women
Why this work is in the frame
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Bibliographic record
Abstract
Data are accumulating on the direct influence of psychoemotional and psychosocial factors on the inexorable growth of obesity prevalence, and therefore the concept of an interdisciplinary approach is needed, including dietary, physical activity and mental state modifications. Aim . To determine the effectiveness of cognitive-behavioral group therapy (CBGT) in combination with nutritional modifications for body mass (BM) management in women with obesity. Material and methods . The study involved 20 women (mean age 46,6±12,3 years) with a BMI ≥30 kg/m 2 , rigid to diet therapy. A medical psychologist and a nutritionist conducted CBGT sessions with the participants. Initially, BM, BM index, and eating behavior were assessed (DEBQ, Stunkard, CARDIA questionnaires). In addition, the following were used to study the mental status: Toronto Alexithymia Scale (TAS-20), vital exhaustion test, University of California, Los Angeles (UCLA) Loneliness Scale, Test of Self-Conscious Affect (TOSCA), Reeder Stress Inventory, and Psychological Stress Measure (PSM-25). The changes were studied 8 weeks after the start CBGT. Results . After 2 months, the BMI dynamics was -4,33 kg (p<0,001). A decrease in the severity of emotional eating behavior by an average of 0,77 (p<0,001), external eating behavior by 1,05 (p<0,001) points was noted, no significant changes in restrained eating behavior were obtained (p=0,43). According to the CARDIA test, after 2 months of CBGT, the detection rate of pathological significance of BM decreased by 50% (p<0,001); as well as episodes of loss of control over food intake (initially in 5 (25%) (p<0,001)), distress due to loss of control over food intake (initially in 6 (30%) (p<0,001). CBGT in combination with dietary intervention showed a decrease in the severity of chronic stress, which corresponded to an increase in the total score from 1,8±0,75 to 2,0±0,60 (p<0,05), a decrease in vital exhaustion from 5,6±3,89 to 4,1±2,66 (p=0,001) and loneliness from 34,9±12,61 to 29,9±7,57 (p=0,007), a decrease in guilt-proneness from 53,0±8,42 to 42,8±11,18 (p<0,001) and shame-proneness from 38,3±10,99 to 31,6±10,07 points (p=0,014). Conclusion . The mental state of a person has a significant impact on eating behavior and on the regulation of BM, which emphasizes the need for complex interventions to provide effective assistance to people with obesity.
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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 | 0.000 |
| 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 it