Inference-Based Therapy for Compulsive Hoarding
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
Compulsive hoarding (CH) is a chronic and debilitating condition that generally shows poor treatment response to both psychopharmacotherapy and cognitive-behavioral therapy. The present case study describes the application of a cognitive inference-based therapy program to the treatment of a 39-year-old woman diagnosed with CH. During a 24-week treatment period, her hoarding behavior and associated beliefs significantly decreased. Specifically, Yale–Brown Obsessive-Compulsive Scale scores became subclinical at the 6-months follow-up. There was also a clinically significant decrease in Beck Depression Inventory–II, Beck Anxiety Inventory, Overvalued Ideas Scale, and Saving Inventory–Revised scores. The single case study has implications for the treatment of CH and other problems showing ego-syntonic beliefs.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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