Apathy Symptom Profile and Behavioral Associations in Frontotemporal Dementia vs Dementia of Alzheimer Type
Bibliographic record
Abstract
BACKGROUND: Apathy is a common and significant problem in patients with dementia, regardless of its cause. Observations about frontosubcortical circuit syndromes indicate that apathy may have affective, behavioral, or cognitive manifestations. OBJECTIVES: To explore whether the apathy manifested in frontotemporal dementia (FTD), with its predominantly anterior brain neuropathologic features, differs from the apathy in dementia of Alzheimer type (DAT), with its predominantly hippocampal- and temporoparietal-based neuropathologic features, and to determine whether other behavioral disturbances reported in frontosubcortical circuit syndromes correlate with apathy. DESIGN: Analyses included individual items within Neuropsychiatric Inventory subscale items. Items of the apathy/indifference subscale were designated by consensus as affective (lacking in emotions), behavioral (inactive, chores abandoned), or cognitive (no interest in the activities of others). Proportions of correlated nonapathy Neuropsychiatric Inventory items were calculated. SETTING: Several neurology specialty clinics contributed to our data set. PARTICIPANTS: A total of 92 participants with FTD and 457 with DAT. MAIN OUTCOME MEASURES: The Neuropsychiatric Inventory was analyzed. RESULTS: Apathy was more prevalent in patients with FTD than in those with DAT, but when present, the specific apathy symptoms associated with both types of dementia were rarely restricted to 1 of the 3 domains of apathy. Dysphoria concurrent with apathy was unique to the DAT group and negatively correlated in the FTD group. Participants with affective apathy more frequently copresented with an orbital frontosubcortical syndrome in FTD (impulsivity and compulsions). Affective apathy also copresented with uncooperative agitation, anger, and physical agitation in both types of dementia. CONCLUSIONS: Apathy is common in patients with FTD and DAT, although it is more common in those with FTD. When present, it usually involves changes in affect, behavior, and cognition. It is associated with behaviors that have previously been shown to affect patient safety, independence, and quality of life.
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.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".