Apoptosis After Experimental Stroke: Fact or Fashion?
Bibliographic record
Abstract
This review examines the appearance of hallmarks of apoptosis following experimental stroke. The reviewed literature leaves no doubt that ischemic cell death in the brain is active, that is, requires energy; is gene directed, that is, requires new gene expression; and is capase-mediated, that is, uses apoptotic proteolytic machinery. However, sufficient differences to both classical necrosis and apoptosis exist which prevent easy mechanistic classification. It is concluded that ischemic cell death in the brain is neither necrosis nor apoptosis but is a chimera which appears on a continuum that has apoptosis and necrosis at the poles. The position on this continuum could be modulated by the intensity of the ischemic injury, the consequent availability of ATP and new protein synthesis, and both the age and context of the neuron in question. Thus the ischemic neuron may look necrotic but have actively died in an energy dependent manner with new gene expression and destruction via the apoptotic proteolytic machinery.
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 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".