PRISMΔDB
SAE MODEL #2

FEATURE 3070

/ Spiritual and Holistic Care in Healthcare
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This page shows the detailed analysis of a specific feature in the Sparse Autoencoder (SAE). It includes the semantic interpretation generated by the LLM, the top activating documents that trigger this feature, and statistical metrics like density and activation distribution.

Semantic Interpretation
gemma3:12b #1

The neuron activates in contexts discussing spiritual support, faith-based nursing, holistic care, and the intersection of psychological, neurological, and immunological factors within healthcare settings. It also responds to discussions about the challenges and ethical considerations in research involving vulnerable patient populations, particularly those facing serious illness or cultural adjustment. The core concept revolves around the integration of spiritual and emotional well-being into medical treatment and research, especially concerning vulnerable populations and the challenges of providing such care.

STATISTICS & DISTRIBUTION
Statistics Explained

Density
Fraction of documents where this feature activates at least once.
Higher density = feature appears frequently across the dataset.

Peak Activation
Maximum activation value observed for this feature over all documents.

Activation Histogram
Distribution of all activation values for this feature. Each bar represents a bin (range) of values, and its height shows how many documents fall in that range.

Density
0.01000
Peak Act
3.83
0.0 Max
Global Context
TOP ACTIVATING CONTEXTS
DOC #132 ANALYZE
ACT: 3.8325
Spiritual support for families of patients with cancer: a pilot study of nursing staff assessments. The results reported in this article are drawn from a larger study aimed at describing and explaining the support provided by nursing staff to the families of patients with cancer. The purpose of this component of the study was to explore the views …
DOC #381 ANALYZE
ACT: 2.7824
Clergy knowledge and attitudes concerning faith community nursing: toward a three-dimensional scale. Research has described faith community nursing practice, including positive aspects and barriers to practice. Barriers to faith community nursing practice must be identified and addressed to facilitate faith community nursing programs. The primary …
DOC #186 ANALYZE
ACT: 2.4734
Psychoneuroimmunology and AIDS. Although PNI is a relatively new field, basic research has demonstrated the interconnectedness of immune and neurological systems, alerting nurses to the need to conduct multisystem assessments and provide holistic nursing care to persons with AIDS. Although the burden of research does not support the notion that th…
DOC #913 ANALYZE
ACT: 2.4663
American nursing students experience shock during a short-term international program. When individuals plan to travel internationally, they frequently assume that they will have an enjoyable and memorable experience. But for some, the effects of culture shock may negatively impact their travels and memories. The purpose of this study was to descri…
DOC #651 ANALYZE
ACT: 2.2035
Issues in Internet survey research among cancer patients. Considering the increasing number of cancer patients who are online, it is clear that the Internet will provide an important research medium and/or setting for oncology nurses in the near future. Despite increasing Internet usage in nursing research and practice, issues in using the Interne…
DOC #650 ANALYZE
ACT: 1.9701
Health and citizenship: the characteristics of 21st century health. Health is at the core of modernity and its governance has been characterised by two expansions: an expansion of the territory of health into an increasing array of personal and political spaces; and an expansion of the do-ability of health. Health is an exemplary area to study the…
TOPOLOGY
CORRELATIONS
W – Weight-space · similarity between decoder vectors (features that point in similar directions in the embedding space).
D – Data / co-activation · features that tend to fire together on the same documents (co-occurrence in the dataset).