S37. ESTIMATING THE TRUE PREVALENCE AND FUNCTIONAL BENEFIT OF COGNITIVE NORMALITY IN SCHIZOPHRENIA
Bibliographic record
Abstract
S320Poster Session III vs late).Furthermore, we test the long-term behavioral alternation of the exposed MIA mice at juvenile and adulthood.Results: We demonstrate that MIA at late, but not at early gestation day, altered the expression of NRG1, its receptor ErbB4, and the dopamine D2 receptor four hours post injection of viral or bacterial mimic material.Adult MIA exposed females at late gestation day display hyperlocomotion activity and lack preference to a novel object but no change in juvenile.While working memory alteration observed only in adult male MIA exposed offspring at late gestation day.On the other hand, early gestation infection, but not late, significantly affects male offspring social interaction at juvenile, but not in adulthood.Moreover, juvenile MIA-exposed mice during early, but not late, gestation display decreased motor activity in the open field.Discussion: Our results suggest that MIA during late gestation immediately influences the expression levels of the NRG1 and ErbB4 genes and affects long-term behavioral changes at adulthood.These behavioral changes are time related and sex-specific.Thus, immune activation at late stages of the embryonic brain development initiates the activation of the NRG1-ErbB4 pathway and this disturbance might result in cognitive dysfunction in adulthood.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.009 | 0.038 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".