Childhood Adversity, Mental Disorder Comorbidity, and Suicidal Behavior in Schizotypal Personality Disorder
Bibliographic record
Abstract
Schizotypal personality disorder (SPD) is a serious and relatively common psychiatric disorder, yet remains understudied among the personality disorders. The current study examines the psychiatric correlates of SPD in a representative epidemiologic sample, utilizing data from the National Epidemiological Survey on Alcohol and Related Conditions (N = 34,653). Multiple logistic regression compared people with SPD to the general population across a broad range of childhood adversities, comorbid psychiatric disorders, and suicidal behavior. SPD was strongly associated with many adverse childhood experiences. After adjusting for confounding factors, SPD was independently associated with major depression and several anxiety disorders, including post-traumatic stress disorder. Interestingly, SPD was more strongly associated with borderline and narcissistic personality disorders than cluster A personality disorders. Individuals with SPD were also more likely to attempt suicide. As a whole, these results suggest that individuals with SPD experience significant morbidity and may be at increased risk of mortality.
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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 | 0.001 |
| 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 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".