Social and health implications of plant remedies of the James Bay Cree for symptoms of type 2 diabetes mellitus
Bibliographic record
Abstract
In order to develop a culturally appropriate strategy to contend with the rising type 2 diabetes mellitus (DM2) epidemic among Canadian Aboriginals, quantitative and qualitative analyses were performed. The study assessed current consumption trends of traditional foods (TF) and medicines (TM) and in vitro antioxidant and anti-atherogenic potential of eight medicinal plants used for treatment of symptoms of DM2. Interviews with 173 adults of Mistissini revealed a decreased consumption of TFs and TMs in younger generations in comparison to elders (p<0.05). Four plants demonstrated free radical scavenging activity akin to standard controls (p<0.05). All plants effectively protected against the cytotoxic effects of oxidized low-density lipoproteins (ox-LDL) in relation to controls (p<0.05). All plants significantly inhibited lipid peroxidation compared to ox-LDL (p<0.05). Further animal and clinical trials are needed, but these plants, may in the least, contribute positively to an intervention strategy incorporating traditional plants in treatment of symptoms of DM2.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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".