A Consecutive Series of Treated Affected Offspring of Parents with Bipolar Disorder: Is Response Associated with the Clinical Profile?
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
- none
- 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
- 0.513
- Threshold uncertainty score
- 0.999
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 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 | 0.001 |
| 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
- 0.261 · 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: In adults with established bipolar disorder (BD), differential response to mood stabilizers has been associated with the clinical profile. Long-term treatment studies of youth with BD are lacking. This paper provides longitudinal observations of response to mood stabilizers early in the course of illness in youth with BD. METHOD: We report on 15 research patients who, as adolescents, met DSM-IV lifetime criteria for a bipolar spectrum disorder and required long-term treatment. These youths derived from families with one parent having BD whose course and long-term treatment response were determined in accordance with research criteria. The patients were offered lithium, and if they failed to respond or refused it, they were treated with either an anticonvulsant or an atypical antipsychotic. Using a validated scale, an independent rater retrospectively blindly scored the response to long-term treatment. RESULTS: Those patients who stabilized on lithium derived from lithium-responsive families, whereas those who stabilized on an antipsychotic derived from lithium-nonresponsive families. The clinical course in the youths stabilized by lithium differed from that in the youths stabilized by an atypical antipsychotic. CONCLUSIONS: Our findings suggest that the clinical profile may help in selecting effective stabilizing treatment and that a proportion of youth can be stabilized on monotherapy. This is a small case series with nonrandom treatment assignment, and the findings should be considered tentative.
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
- The Canadian Journal of Psychiatry
- Topic
- Bipolar Disorder and Treatment
- Field
- Medicine
- Canadian institutions
- University of TorontoUniversity of OttawaMcGill University
- Funders
- not available
- Keywords
- Bipolar disorderMood stabilizerLithium (medication)AntipsychoticPsychologyMoodBipolar I disorderPsychiatryAtypical antipsychoticSchizophrenia (object-oriented programming)Treatment of bipolar disorderClinical psychologyValproic AcidOffspringPediatricsManiaMedicinePregnancyEpilepsy
- Has abstract in OpenAlex
- yes