Emotional Responsiveness in Borderline Personality Disorder: A Review of Self-Report and Physiological Measures.
Bibliographic record
Abstract
Borderline personality disorder (BPD) is a mental disorder characterized by emotional dysregulation, impulsivity, and interpersonal problems, has historically been conceptualized by generalized heightened intensity and reactivity. However, findings regarding emotional responsiveness in adults with BPD are mixed. The current review aimed to critically assess and compare self-report and physiological research of emotional responsiveness in adults with BPD by electronic searching of relevant databases, with 6 articles meeting inclusion criteria. Specifically, results from self-report and physiological measures are compared in an attempt to synthesize similarities and differences. The results suggest a negativity bias in BPD, indicating that BPD patients exhibit heightened negative emotional reactivity, particularly in response to BPD-specific emotional stimuli. Additionally, limitations of individual studies and of the current review are discussed, with potential directions for future research.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".