Danger Ideation Reduction Therapy for Obsessive–Compulsive Checking: Preliminary Findings
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Danger Ideation Reduction Therapy (DIRT) is a cognitive treatment package developed in the mid-1990s to treat obsessive-compulsive (OC) washing. DIRT is solely directed at decreasing threat expectancies and does not involve direct or indirect exposure. The effectiveness of the DIRT package for OC washers has been examined, and to date a number of publications, including two randomised controlled trials, support its efficacy. Recently, the DIRT package was modified to treat people with the OC checking subtype. In the current study, three adult OC checkers received DIRT in 12 to 14 individual 1-hr sessions conducted by a clinical psychologist. At posttreatment, substantial and clinically significant reductions in scores on a range of standardized outcome measures of obsessive-compulsive disorder symptom severity were apparent for all three participants. Crucially, these improvements were maintained at 4-month follow-up. Although further research is clearly warranted, these preliminary findings suggest that DIRT for checkers may prove as effective as DIRT for OC washers.
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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) | 0.001 | 0.001 |
| 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 | 0.001 |
| 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 it