Evaluation of Defense Mechanisms in Adult Patients With Panic Disorder
Bibliographic record
Abstract
Patients with acute panic disorder (PD) use a more maladaptive pattern of defense mechanisms. This study investigated the use of defense mechanisms by patients with acute symptomatic PD and those in complete remission. Thirty-three patients and 33 controls were evaluated by the Mini International Neuropsychiatric Interview. The defense mechanisms were evaluated by the Defense Style Questionnaire at the beginning of the study and after 16 weeks of sertraline treatment. Panic disordered patients used more neurotic (4.6 vs. 3.6; p = 0.003) and immature (3.6 vs. 3.0; p = 0.024) defenses at baseline. Patients who achieved complete remission (N=25) differed from the control group in the use of neurotic defenses at the baseline (4.4 vs. 3.6; p = 0.033). After treatment, they showed a reduction in the use of neurotic (4.4 vs. 3.7; p=0.014) and immature (3.4 vs. 3.1; p = 0.019) defenses. Defense mechanisms in PD are influenced by the presence of symptoms, severity, and outcome of the disease.
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How this classification was reachedexpand
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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".