PRISMΔDB
SAE MODEL #2

FEATURE 2232

/ Medical Case Reports & Cancer Research
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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 #2

The neuron strongly activates on text describing medical case reports, particularly those related to cancer diagnosis, treatment, and follow-up. This includes descriptions of specific procedures, patient outcomes, and research studies investigating cancer-related conditions. The focus is on clinical observations, diagnostic techniques, and therapeutic interventions within a medical context. The presence of medical terminology, research methodologies, and patient data are key indicators.

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
0.00800
Peak Act
3.80
0.0 Max
Global Context
TOP ACTIVATING CONTEXTS
DOC #168 ANALYZE
ACT: 3.8009
Postgraduate training program for the diagnosis and follow-up of cancer: experience of the University of Oviedo, Spain. In anticipation of the expected worldwide increase in cancer deaths, the University of Oviedo in 1987 launched a two-year-long doctorate program entitled "Training Programme for the Diagnosis and Follow up of Cancer." The course …
DOC #625 ANALYZE
ACT: 2.6896
Orthostatic intolerance in survivors of childhood cancer. To compare the prevalence and severity of orthostatic intolerance in survivors of childhood cancer and in healthy controls, and to correlate results of self-reported measures of health status with orthostatic testing in survivors of childhood cancer. Thirty-nine survivors of childhood cance…
DOC #289 ANALYZE
ACT: 2.2321
Skull Base Chondrosarcoma Caused by Ollier Disease: A Case Report and Literature Review. Ollier disease (OD) is a rare, nonhereditary bone disease that is characterized by the presence of multiple enchondromatosis (3 or more) with a typical asymmetric distribution which is mainly confined to the appendicular skeleton. OD's most serious complicatio…
DOC #819 ANALYZE
ACT: 2.1421
Important factors for pain during photodynamic therapy for actinic keratosis. Photodynamic therapy (PDT) is an efficient treatment for actinic keratosis. A common problem, however, is pain. The aim of this study was to investigate pain during PDT for actinic keratosis. The possibility of using capsaicin cream for pain relief was also assessed. Pai…
DOC #169 ANALYZE
ACT: 1.8005
Subungual melanoma--case report and literature review. Subungual melanoma is an infrequent malignant tumor which, despite its visibility and easy accessibility, is often misdiagnosed and thus inappropriately treated. This delay in recognition often results in a worsened prognosis. All persistent nail lesions which do not respond to conservative tr…
DOC #638 ANALYZE
ACT: 1.7640
A variant of a descriptive epidemiological study of cancer with the aid of a minicomputer. The presented method of descriptive epidemiological study with the aid of a computer was designed using the model of an average district with a data file of carcinoma incidence from the period 1975-1983. The method is based on processing the statistical char…
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).