concept
active
concept:clinical-taxonomyClinical Taxonomy
The grounding schema comprising abnormality, age, sex, and medication used to interpret SAE features
Neighborhood — ranked by edge-count
Concepts (7)
concept
- Set of clinical concepts used as a grounding vocabulary to benchmark SAE feature monosemanticity and entanglement.
- Entanglementassociated_withLess hierarchical than embedment; multiple texts work into and out of each other, creating associations across levels and connecting any single text to the matrix of all others.
- monosemanticityassociated_withInterpretability property where a latent feature represents a single semantic concept; benchmarked across architectures.
- EEG Abnormalityassociated_withOne of four clinical taxonomy dimensions used to benchmark SAE features
- Medication (EEG)associated_withOne of four clinical taxonomy dimensions used to benchmark SAE features
- Patient Age (EEG)associated_withOne of four clinical taxonomy dimensions used to benchmark SAE features
- Patient Sex (EEG)associated_withOne of four clinical taxonomy dimensions used to benchmark SAE features
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- The method of examining a neighborhood meter by meter to identify healthy and damaged places as the basis for ongoing repair.
- The barrier motivating interpretability work — clinicians cannot trust models whose internal computations are opaque
- Expected or most probable states organism maintains; focus of active inference minimization
- An ordering of texts via spatial cues like indentation, size, and placement, implying importance.
- Therapeutic interpretation of dreams, speech acts, as an example of creative decoding.
- Barbieri's framework treating biological processes as code-based; cited as a conceptual tool from engineering/information sciences applicable to biology
- One of several institutional environments Nicholson identified as failing to enable creativity and adaptation due to lack of loose parts.