Clinical, genetic, and epigenetic markers associated with lithium response in bipolar disorder
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Bipolar bozuklukta lityum yantyla ilikili klinik, genetik ve epigenetik belirtelerClinical, genetic, and epigenetic markers associated with lithium response in bipolar disorder ZET Bipolar bozukluk yaam kalitesinde azalma ve ilevsellik kaybna neden olan, kronik seyirli ve yaygn bir psikiyatrik hastalktr.Lityum, bipolar bozukluun akut mani ve srdrm tedavisinde ilk sradaki yerini korumakla birlikte lityumun etki mekanizmalar gnmzde hala net olarak bilinmemektedir.Ayrca lityum yant hastalar arasnda yksek oranda deikenlik gstermektedir.Bipolar bozuklukta %30-55 kadar hasta lityum tedavisinden fayda grmemekte veya tedaviyi brakmasna neden olan yan etkiler yaamaktadr
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.
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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 it