Bibliographic record
Abstract
This chapter discusses the management of the core conflict between need for care, love, attention, and proximity with attachment figures and significant others and fear of rejection both throughout therapy and during this phase of treatment. The conflict arises when psychosocial adversity creates an approach-avoidance conflict in which the natural tendency to seek out attachment figures when threatened also activates fear of approaching these individuals because of the harm that they previously caused. To simplify this discussion, the management of each pole of the conflict will be discussed separately followed by some general comments on treating the overall conflict. Neediness and Dependency The intense dependency associated with borderline personality disorder (BPD) usually arises from deprivation and abuse. However, dependency can also result from overprotective caregiving. Although the two forms of dependency have some common features, they have different treatment implications. Patterns of Dependency Overprotectiveness fosters dependency by hindering the development of independence, self-efficacy, and confidence in one's ability to interact effectively with the world, leading to a constant need for guidance and reassurance. This kind of dependency is usually less severe and presents fewer management problems than dependency arising from deprivation, because with overprotective caregiving the child's early needs for care are usually met. Hence the therapeutic task is to foster independence and self-efficacy. Although this pattern can occur with BPD (Allison, a patient who will be discussed in later chapters, showed some of these features), it is less common than dependency arising from deprivation. The latter combines a need for support and reassurance with intense neediness. This presents more management problems because gratification of these needs tends to stimulate them rather than satisfy them, leading to increased demands for care and decreased coping. This outcome is seen in patients with severe BPD who deteriorate as a result of contact with the mental health system. It is as if the care they received, especially if in-patient care is involved, increases these needs, leading to further regression. This eventuality is reduced by adopting a therapeutic stance that provides support while also promoting change and self-efficacy. Nevertheless, some clinicians become overly concerned about patients becoming dependent and regressing in therapy, leading them to fail to provide the support needed to build the alliance.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.007 |
| Insufficient payload (model declined to judge) | 0.011 | 0.004 |
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".