Accuracy of the Securetec DrugWipe 6s Ketamine device in detecting acute and residual salivary ketamine following a stepwise intravenous treatment protocol
Bibliographic record
Abstract
To evaluate the sensitivity of the Securetec DrugWipe 6 S Ketamine device in detecting salivary ketamine, we administered three fixed, increasing sub-anaesthetic doses of intravenous ketamine solution to 20 participants using an open-label, within subjects’ protocol. Results indicated, at a cut-off level of 5 ng/mL for ketamine in oral fluid, the Securetec DrugWipe 6 S Ketamine device indicated a uniformly positive result for the presence of ketamine during the acute dosing phase where corresponding mean whole blood ketamine concentrations were 0.38 mg/L (dose 1), 0.48 mg/L (dose 2) and 0.82 mg/L (dose 3), respectively. At 2-hours post treatment, the positive detection rate was 85% where corresponding mean whole blood concentrations of ketamine were 0.21 mg/L. Device detection rate reduced to 40% at 4-hours post-treatment.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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".