Additional file 6 of Antagonists of the serotonin receptor 5A target human breast tumor initiating cells
Bibliographic record
Abstract
Additional file 6: Figure S4. The combination of SB-699551 and docetaxel increases the frequency of apoptotic tumor cells in vivo. (A) Histological sections of 3 tumors from each cohort were prepared and stained with H&E. The red arrows indicate fibrotic areas that are devoid of tumor cells. The green arrows identify cells undergoing apoptosis with a characteristic shrunken appearance and pyknotic nuclei. The top 3 rows were imaged at 200X magnification, whereas the bottom row was imaged at 400X. (B) Tumor sections were stained using the TUNEL assay and imaged under the 4′,6-diamidino-2-phenylindole (DAPI) channel (top row), the fluorescein isothiocyanate (FITC) channel (middle row) and merged (bottom row). Images were taken at 100X magnification. Scale bars represents 100 μm.
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 | 0.020 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.923 | 0.269 |
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".