Characteristics of Psychosis in Borderline Personality Disorder
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Comparing a sample of 88 inpatients with borderline personality disorder (BPD) to inpatients with borderline traits, this paper addresses four hypotheses regarding the association between BPD and psychotic symptoms: (1) narrowly defined psychotic symptoms are rare in BPD; (2) broadly defined psychotic symptoms are often reported in BPD; (3) narrowly defined psychotic symptoms are due to concomitant disorders, and (4) psychotic symptoms may be factitious. Consecutive admissions to acute inpatient services were screened for borderline features and patients were examined using the Diagnostic Interview for Borderlines and the Schedule for Affective Disorders and Schizophrenia. The results generally supported the proposed explanations for the association between BPD and psychotic symptoms. Factitious psychotic symptoms were found in only 13% of the BPD sample.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.000 |
| 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 it