rFVIIa in trauma: a review and opinion-based guidelines
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
Recombinant activated factor seven (rFVIIa) is a novel and emerging therapy for the acquired coagulopathy associated with massive bleeding and hemorrhagic shock. The intent of this paper is to review the mechanism of action of rFVIIa, to discuss the current state of evidence regarding the safety and efficacy of rFVIIa, and to offer guidance regarding its use in severely traumatized patients. No study has demonstrated a survival benefit in humans. rFVIIa, is safe to use in the setting of severe trauma associated with ongoing bleeding and acquired coagulopathy. Doses of 80—200 μg/kg may be used after correction of thrombocytopenia and acidosis. Hypothermia should be corrected in any traumatized patient, but should not be a barrier to its administration. Definitive evidence supporting the use of rFVIIa is lacking, but ongoing studies will delineate survival benefits, dosing regimens, and adverse events associated with its use.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| 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 | 0.000 |
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