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
PURPOSE OF REVIEW: Since the discovery, in 1994, of recurrent codeletion of chromosome regions 1p36/19q13 in oligodendrogliomas, genetics has accomplished significant advances improving our knowledge in biology of this tumor type and our clinical management of oligodendroglioma patients. Indeed, 1p36/19q13 has been shown successively to predict increased chemosensitivity and better prognosis, to be associated with frontal location in brain and classic oligodendroglioma morphology, to be mutually exclusive with high-level gene amplification, to be actually whole chromosome arms 1p/19q codeletion, to mediate a t(1;19)(q10;p10) and to be associated with IDH mutations. More recently, pivotal studies, using high-throughput approaches, have provided significant novel insights in the molecular oncogenesis of oligodendrogliomas. RECENT FINDINGS: Capicua homolog (Drosophila) (CIC) and Far Upstream element Binding Protein 1 (FUBP1) have been shown to be frequently mutated in 70 and 40% of 1p/19q codeleted oligodendrogliomas, respectively. The biological and clinical significance of these mutations remains unsettled. Additional recent studies have also demonstrated that 1p/19q codeleted oligodendrogliomas exhibit a proneural transcriptomic profile including overexpression of internexin alpha, a neuronal intermediate filament. Finally, 1p/19q codeleted and IDH-mutated tumors have been shown to be hypermethylated, suggesting a strong link between these both molecular alterations detected in the subgroup of oligodendrogliomas with better prognosis. SUMMARY: Next-generation molecular biology technologies have recently identified recurrent CIC and FUBP1 point mutations in 1p/19q codeleted and IDH-mutated oligodendrogliomas. Their clinical and biological values are under investigation.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it