Aneurysmal subarachnoid hemorrhage induces the expression of Pentraxin3 in patients
Bibliographic record
Abstract
Aneurismal subarachnoid hemorrhage (SAH) is an extremely severe illness associated with a high mortality rate and permanent severe neurological dysfunction in two-thirds of all affected patients. One of the major complications of SAH is vasospasm-associated cerebral ischemia. Clinical and experimental data suggest that vasospasm is linked to the inflammatory response associated with SAH. The goal of this study was to investigate the expression of Pentraxin3 (PTX3), a prototypic long pentraxin protein induced by proinflammatory signals in the brain, in SAH patients to test the hypothesis that SAH is followed by an upregulation of PTX3, and establish a temporal relationship between the expression of PTX3 and the induction of vasospasm. We also attempted to establish that PTX3 is detectable in cerebrospinal fluid (CSF).
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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) | 0.000 | 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 | 0.000 |
| 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".