Toward New Avenues in the Treatment of Nonsuicidal Self-Injury
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
The treatment of self-injury, or self-destruction of one's own body tissue, has become a new focus for both researchers and clinicians. Traditionally, the field of self-injury has distinguished between the behaviors exhibited among individuals with a developmental disability (self-injurious behaviors [SIBs]) and those present within a normative population (nonsuicidal self-injury [NSSI]). Despite this distinction, many pharmacotherapies for self-injury have been administered for both populations. The current review begins by summarizing the available efficacy studies investigating common pharmacological interventions in the treatment of self-injury. These studies are organized based on the most empirically supported neurochemical pathways in the development or maintenance of NSSI: endogenous opiods and monoamines. Although significant advances have been made in the field, conclusions based on efficacy studies of the pharmacological interventions used in the treatment of self-injury have been somewhat inconsistent. Finally, the review includes a discussion about potential avenues in the pharmacological treatment of NSSI via animal models of self-injury. Animal models present a unique opportunity to test neurobiological theories of self-injury using a controlled, systematic approach. Clinical considerations are presented as they relate to the available research findings and best practices in the treatment of self-injury.
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) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it