Cardiac Issues of Noncardiac Drugs: The Rising Story of Avastin in Age-Related Macular Degeneration
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
Emerging safety data, accompanied with recent demographic trends, point to the need for an in-depth review and consideration of potential consequences that might arise from continuing use of bevacizumab (Avastin®) to treat elderly patients presenting with wet age-related macular degeneration (AMD). Although it is expected that lower doses of Avastin used for intravitreal administration and an intact blood-retina barrier would reduce the systemic exposure of the drug, both animal and human studies suggest that this may not be the case. In addition, emerging real-world and clinical trial data continue to point toward compromises in both cardio- and cerebrovascular safety with Avastin. Thus, clinicians are urged to adopt the highest possible standard of care in the treatment of an already fragile AMD population. Furthermore, postmarketing surveillance and pharmacovigilance with intravitreal anti-VEGF inhibitors should remain a priority.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| 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 | 0.000 |
| 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