Motivational Enhancement Therapy in Two Cases of Anxiety Disorder
Why this work is in the frame
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Bibliographic record
Abstract
Although cognitive behavioral therapy (CBT) has been consistently supported as highly efficacious in the management of various anxiety disorders, a significant number of individuals fail to respond to treatment. In this article, the authors present an attempt to operationalize and implement alternative interventions in two cases of CBT non-responsiveness for anxiety management. Both cases were identified as CBT nonresponsive through repeated psychometric assessment of symptoms, and the focus of therapy was shifted to motivational enhancement techniques. These alternative interventions were conceptualized using the Stages of Change Model, which advocates stage-matched interventions based on individual differences in readiness for change. In the first case of generalized anxiety disorder, motivational enhancement interventions were associated with marked improvement in anxiety symptomatology, whereas the second case of social phobia failed to respond to these interventions. Discussion is focused on possible mediators of differential treatment response to motivational interventions with a view to proposing future application and evaluations of these novel techniques.
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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 | 0.000 | 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) | 0.001 | 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