Ponatinib in the therapy of chronic myeloid leukemia
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
INTRODUCTION: Chronic Myeloid Leukemia (CML) is a myeloproliferative disorder that has become the neoplastic poster child for understanding the disease biology of a malignant disease and targeting effective therapy. The targeted therapy of BCR-ABL inhibition by tyrosine kinase inhibitors (TKI) has provided the epitome for "Ehlrich's magic bullet" postulated decades ago. AREAS COVERED: Due to the therapy with these drugs, the survival of newly diagnosed patients with this disease now approaches that of age matched controls. Progression to advanced phases of CML had decreased over the years, though resistance has now been increasingly identified. Expert commentary: Ponatinib is a third generation TKI, which has shown to be effective in both early and advanced phases of CML and those bearing resistant mutations, specifically T315I. However, new side effect considerations need to be balanced with the efficacy, to establish the role of ponatinib in the therapy of CML.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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