Bibliographic record
Abstract
International Journal of Pharmacology and Clinical Sciences,2023,12,4,187-188.DOI:10.5530/ijpcs.2023.12.25Published:February 2024Type:Research ArticleAuthors:Juman Alsaab Author(s) affiliations:Juman Alsaab, Pharm D, Ministry of Health, Riyadh, SAUDI ARABIA. Abstract:Registrations: It had been registered in the following countries: United Kingdom (U.K.), United States of America (USA), Canada, and Saudi Arabia (SA). Trade name (USA.); VIVJOA ® Registration number (S.A.): Not available Insurance Drug Formulary (S.A.): Not available General Information: Registered Company: Mycovia Pharmaceuticals, Inc. Regulatory Status: R.X. Mechanism of Action: Inhibitor targeting the fungal sterol by inhibition of CYP51 results accumulation of 14-methylated sterols, which are toxic to fungi. Read more... View:PDF (189.05 KB) PDFClick here to download the PDF file. Images
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 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 | 0.000 |
| 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) | 0.004 | 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".