PHYTOCHEMICAL ANALYSIS OF ST. JOHN'S WORT TEA SAMPLES (Hypericum perforatum) SOLD IN THE CITY OF SANTOS (SÃO PAULO, BRAZIL)
Bibliographic record
Abstract
The use of medicinal plants as a form of pharmacological treatment goes back centuries and has regained strength in recent years. One of the plants that has gained notoriety is Hypericum perforatum, also known as St. John’s wort, which has antidepressant and anxiolytic properties. Therefore, this research sought to analyze the levels of phenolic compounds and quinones in samples of St. John’s wort tea sold in the city of Santos (São Paulo, Brazil), verifying whether they are in accordance with the European Pharmacopoeia. This study discusses the inclusion of H. perforatum in the Brazilian Pharmacopoeia, as well as the implementation of this plant species in the Unified Health System (SUS).
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".