Nonsynonymous T280M gene variant of CX3CR1 in South Indian population is associated with reduced risk for vascular disease in patients with diabetes mellitus
Bibliographic record
Abstract
BaCKgRouNd: Vascular inflammation leading to coronary artery disease (CAD) is a major complication of type 2 diabetes mellitus (T2DM). The chemokine receptor CX3CR1 is a key regulator in vascular injuryrelated inflammation. oBjeCTIVe: The authors examined the T280M and V249I gene variants of the CX3CR1 gene in patients with T2DM, CAD and CAD associated with T2DM, to understand the effect of these polymorphisms on the disease phenotype. MeThodS: Whole blood samples were collected from 913 South Indian subjects comprising 160 patients with T2DM, 284 with T2DM and CAD, 198 with CAD and 271 healthy subjects. T280M and V249I variants of the CX3CR1 gene were genotyped in these study subjects using polymerase chain reaction (PCR)-restriction fragment length polymorphism analysis and PCR-DNA sequencing.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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".