WCN24-1777 NEFECON TREATMENT PROVIDES KIDNEY BENEFITS FOR PATIENTS WITH IgAN THAT EXTEND TO THOSE WITH LOW LEVELS OF UPCR: A SUB-ANALYSIS OF THE PHASE III NefIgArd TRIAL
Bibliographic record
Abstract
Immunoglobulin A nephropathy (IgAN) is the most common form of primary glomerulonephritis and a major cause of chronic kidney disease and kidney failure worldwide. Recent data on long-term outcomes from a large cohort of patients with IgAN have highlighted that patients with proteinuria <0.88 g/g have high rates of kidney failure within 10 years. This means IgAN cannot be considered benign even when proteinuria is <1 g/day. Early intervention with disease-modifying therapies may be particularly effective early in the natural history of IgAN, before the onset of irreversible kidney fibrosis.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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".