Specialized cognitive behavior therapy for treatment resistant obsessive compulsive disorder.
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
Introduction 32 Outcome literature relevant to treatment resistance 34 Compliance with specialized ERP for OCD 37 Meanings of and reasons for resistance to cognitive therapy and ERP 38 Applying CT without formal ERP 40 Description of CT methods 40 Evidence for success of CT methods 42 A schema-based model 44 The model in theory 45 The model in practice: CBT for resistant OCD 47 Clinical example of CBT without schema-based interventions 49 The model in practice: schema-based assessment and treatment interventions for resistant OCD 57 Treatment ef!cacy for resistant OCD 61 Implications for future research of CBT resistance in OCD 61 Intervention criteria for CBT resistance in OCD 62 Criteria for remission/recovery following CBT for OCD 64 Criteria for CBT resistance in OCD 64 References 66
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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) | 0.005 | 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