Interpersonal Group Psychotherapy for Comorbid Alcohol Dependence and Non‐Psychotic Psychiatric Disorders
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
Alcohol-dependent patients (N = 15) with comorbid non-psychotic psychiatric disorders were treated with Modified Interpersonal Group Therapy (MIGT) for eight weeks, 16 sessions, in a pilot intervention trial. Analysis of the group participants demonstrated that they achieved statistically significant improvements at post-treatment in four of five self-report outcome measures: number of drinking days, number of heavy drinking days, the Brief Symptom Inventory, and the Beck Depression Inventory. Furthermore, the improvements in heavy drinking days and the Brief Symptom Inventory were maintained at two and eight months post-treatment. This study yields preliminary evidence in support of MIGT as a useful treatment approach for an alcohol-dependent population with psychiatric comorbidity.
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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 | 0.001 | 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