Panic Attacks in Generalized Anxiety Disorder
Bibliographic record
Abstract
Panic attacks have been reported by patients with generalized anxiety disorder (GAD) in response to catastrophic worry. This has not been characterized in the literature. We examined the prevalence of GAD panic attacks in an anxiety disorders clinic sample. Charts of 254 patients with DSM-IV GAD were retrospectively evaluated. The presence and type of panic attacks were examined as well as correlates including comorbidity, baseline symptom severity, demographic variables, and family history. Twenty-one percent had GAD panic attacks, 21.7% had situationally predisposed attacks, 15.6% had situationally bound attacks, and 39.4% had unexpected panic attacks. The individuals who had GAD panic attacks had higher scores on the Anxiety Sensitivity Index compared with those who also had other types of panic attacks. One in five patients with GAD reported GAD panic attacks; however, these individuals did not differ significantly on the correlates that were evaluated. These findings require replication and further evaluation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".