PET Study of [<sup>18</sup>F]6-Fluoro-<scp>l</scp>-Dopa Uptake in Neuroleptic- and Mood-Stabilizer-Naive First-Episode Nonpsychotic Mania: Effects of Treatment With Divalproex Sodium
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Meta-epidemiology (narrow)
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.117
- Threshold uncertainty score
- 1.000
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.228 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
OBJECTIVE: Although dopaminergic hyperactivity has been implicated in mania, the precise location in the brain of the abnormality is unclear. This study assessed presynaptic dopamine function in neuroleptic- and mood-stabilizer-naive nonpsychotic first-episode manic patients before and after treatment with divalproex sodium by measuring [(18)F]6-fluoro-L-dopa ([(18)F]DOPA) uptake in the striatum with positron emission tomography (PET). METHOD: Thirteen patients with DSM-IV bipolar I disorder, manic episode, and 13 healthy comparison subjects underwent [(18)F]DOPA PET scans. Ten of the 13 patients had repeat PET scans 2-6 weeks after beginning treatment with divalproex sodium monotherapy. [(18)F]DOPA uptake rate constants (K(i) values) in the striatum were calculated by using graphical analysis with activity from the occipital cortex as the input function. RESULTS: No significant differences in [(18)F]DOPA uptake rate constants in the striatum were found between the manic patients and the comparison subjects. After treatment with divalproex sodium, [(18)F]DOPA rate constants were significantly reduced in the patients and were lower in the patients than in the comparison subjects. CONCLUSIONS: Although presynaptic dopamine function as reflected by [(18)F]DOPA uptake is not altered in mania, presynaptic dopamine function in manic patients was lower after treatment with divalproex sodium.
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.
The record
- Venue
- American Journal of Psychiatry
- Topic
- Bipolar Disorder and Treatment
- Field
- Medicine
- Canadian institutions
- University of British Columbia
- Funders
- not available
- Keywords
- ManiaMood stabilizerDopamineStriatumBipolar disorderDopaminergicDivalproexPsychologyInternal medicineMoodEndocrinologyMedicinePsychiatry
- Has abstract in OpenAlex
- yes