Suicidal and Self-Harming Behaviors in Patients With Borderline Personality Disorder With and Without Eating Disorders
Bibliographic record
Abstract
Borderline personality disorder (BPD) and eating disorders (EDs) frequently co-occur. The present study investigated whether treatment-seeking patients with BPD and a comorbid ED experienced increased risk of self-harm or suicide behaviors. In a sample of 350 patients with BPD, 61 (17.4%) had a comorbid ED: 25 (7.1%) had bulimia nervosa (BN), 15 (4.2%) had an eating disorder not otherwise specified (EDNOS), 13 (3.7%) had bingeeating disorder (BED), and 8 (2.2%) had anorexia nervosa (AN). Comorbid BED and AN were individually significantly associated with recurrent suicide attempt over the past year, while comorbid AN was associated with greater lethality of recent self-harm. These results suggest that ED diagnosis may constitute a risk factor for self-harm and suicide behaviors in patients with BPD.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".