Additional file 1 of Thrombolytic therapy based on lyophilized platelet-derived nanocarriers for ischemic stroke
Bibliographic record
Abstract
Additional file 1: Figure S1: DLS graphs (in number) of CSM, CSM@rtPA and lyophilized CSM@rtPA. Table S1: Mean average hydrodynamic diameter and PDI values obtained by DLS measurements. Figure S2: NTA graphs of CSM, CSM@rtPA and lyophilized CSM@rtPA. Table S2: Mean average size and concentration values obtained by NTA measurements. Figure S3: SEM micrographs of the samples after uranyl acetate staining. Figure S4: Calibration curves of protein concentration (Bradford assay) and rtPA labeled with FITC. Figure S5: CSM and CSM@rtPA dispersions analysis by flow cytometry. Figure S6: Surface characterization of CD42 and CD47 markers in platelet and CSM samples by flow cytometry. Figure S7: proteolytic activity of free and encapsulated rtPA determined by a chromogenic substrate. Figure S8: In vitro cytotoxicity of CSM and CSM@rtPA.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.027 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.914 | 0.239 |
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 source (direct Gemma or distilled Codex), 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".