Gymnanthemum coloratum: Review of its Medicinal uses, Phytochemistry and Pharmacological Properties
Bibliographic record
Abstract
Gymnanthemum coloratum is a shrub or a small tree widely used as traditional medicine throughout its distributional range in tropical Africa. The current study is aimed at reviewing the phytochemistry, pharmacological properties and medicinal uses of G. coloratum. Literature on pharmacological properties, phytochemistry and medicinal uses of G. coloratum was obtained from numerous internet sources such as Scopus, Elsevier, SciFinder, Google Scholar, Pubmed, ScienceDirect, BMC and Web of Science. Other sources of information included pre-electronic sources such as journal articles, theses, book chapters, books and other scientific publications obtained from the university library. The articles published between 1964 and 2020 were used in this study. The current study showed that G. coloratum is used as an anthelmintic, and traditional medicine for reproductive problems, schistosomiasis, liver diseases, sexually transmitted infections, diabetes, sores and wounds, respiratory problems, malaria, skin diseases, fever and gastro-intestinal problems. Ethnopharmacological research identified glaucolides, lactones, amino acids, essential oils, alkaloids, anthocyanins, cardenolids, coumarins, flavonoids, glycosides, leucoanthocyanins, phenols, quinones, reducing sugars, saponins, steroids, tannins, terpenoids and triterpenes from the aerial parts, leaves, roots and stems of G. coloratum. The aerial parts, leaves, roots and whole plant parts of G. coloratum and compounds isolated from the species exhibited anthelmintic, antimicrobial, anti-Blastocystis, anti-inflammatory, anti-sickling, insecticidal and larvicidal, antiplasmodial, antimalarial, antioxidant, antiproliferative, anti-Toxoplasma, hypoglycaemic and antidiabetic and cytotoxicity activities. Gymnanthemum coloratum should be subjected to detailed phytochemical, pharmacological and toxicological evaluations aimed at correlating its medicinal uses with its phytochemistry and pharmacological activities.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".