Delayed sodium thiosulphate administration reduces cisplatin efficacy on mouse EMT6 tumour cells in vitro.
Bibliographic record
Abstract
OBJECTIVE: To determine whether simultaneous and/or delayed administration of sodium thiosulphate (STS) affects the oncologic effect of cisplatin or cisdiaminedichloroplatinum (CDDP) in EMT6 tumour cells in vitro. SETTING: Cell biology research laboratory. METHODS: Clonogenic assays of EMT6 tumour cells with CDDP alone, CDDP plus simultaneous STS, and CDDP plus a 4-hour delay of STS were performed. Growth fractions under these three conditions were compared. RESULTS: Tumour growth was statistically significantly increased when CDDP and STS were administered compared with CDDP alone. There was no statistically significant difference between simultaneous and 4-hour delay of STS administration. We conclude that in EMT6 cells, either simultaneous administration or a 4-hour delay of STS administration significantly decreases CDDP efficacy. CONCLUSION: STS adversely affects CDDP's oncologic efficacy in EMT6 cell cultures in vitro.
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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".