The role of mindfulness in the cognitive-behavioural treatment of problem gambling
Why this work is in the frame
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Bibliographic record
Abstract
Recent years have witnessed the emergence of mindfulness meditation as an important intervention in the alleviation of illness-related disability and distress. Although originally developed within the context of physical illnesses such as chronic back pain, recent years have seen mindfulness meditation effective in the alleviation of emotional distress, especially anxiety and depression. Mindfulness meditation assists the individual in learning more adaptive ways of responding to aversive mental states by encouraging a focus on remaining present, non-judgement, and acceptance towards all mental states. Unlike cognitive therapy there is no attempt to directly challenge or restructure cognition. Given the prominence of distorted thinking among problem gamblers and the difficulty in modifying them, mindfulness meditation holds promise as an adjunctive intervention to help problem gamblers learn to cope with gambling-relevant cognitive distortions. A case study is presented illustrating the integration of mindfulness meditation into treatment for problem gambling.
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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 | 0.002 | 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