MétaCan
Menu
Back to cohort
Record W4409620406 · doi:10.1002/fft2.70024

Harnessing <i>Jasminum</i> Bioactive Compounds: Updated Insights for Therapeutic and Food Preservation Innovations

2025· article· en· W4409620406 on OpenAlexaff
Antonio Rescigno, Paolo Zucca, Stefania Peddio, S. Srikanth, N. V. Anil Kumar, Gerardo Leyva‐Gómez, Dorota Kręgiel, Ibrahim M. Abu‐Reidah, Surjit Sen, Krishnendu Acharya, William N. Setzer, Marta Palma‐Morales, Miquel Martorell, Daniela Călina, Celia Rodríguez‐Pérez, Javad Sharifi‐Rad, William C. Cho

Bibliographic record

VenueFood Frontiers · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPhytochemistry and Biological Activities
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsBiochemical engineeringEngineering

Abstract

fetched live from OpenAlex

ABSTRACT The Jasminum genus, renowned for its aromatic flowers, has been used in traditional medicine across various cultures for its therapeutic properties. Recently, scientific interest has focused on the bioactive compounds present in Jasminum species, highlighting their potential applications in health and food preservation. This review evaluates the phytochemical composition of Jasminum species, emphasizing their therapeutic and preservative roles while identifying research gaps. A comprehensive literature search was conducted using major scientific databases, including PubMed, Scopus, and Web of Science, focusing on studies from the last two decades. The review includes peer‐reviewed articles that provide robust methodologies and detailed results regarding the biological activities of Jasminum species. Findings reveal that Jasminum is rich in bioactive compounds such as terpenoids, flavonoids, and phenolic acids, contributing to significant antioxidant, anti‐inflammatory, antimicrobial, and anticancer properties. Scientific evidence supports traditional uses, such as treating headaches and infections. Additionally, Jasminum extracts have shown promise as natural food preservatives due to their potent antimicrobial activity. However, the review identifies significant variability in study methodologies and a lack of clinical trials, which limit the generalizability and application of these findings. Jasminum species possess a diverse phytochemical profile that holds promise for advancing health and food preservation applications. Future research should prioritize standardizing methodologies and conducting clinical trials to validate their efficacy. Bridging the gap between traditional knowledge and modern science will unlock the full potential of Jasminum as a multifaceted resource for health and nutrition.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0000.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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.

Opus teacher head0.029
GPT teacher head0.229
Teacher spread0.201 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations8
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueFood FrontiersSame topicPhytochemistry and Biological ActivitiesFrench-language works237,207