Hyperkalemia with Mineralocorticoid Receptor Antagonist Use in People with CKD
Bibliographic record
Abstract
<i>Background:</i> The superficial location of the olecranon bursa places it at high risk for injury, possibly leading to the entry of bacteria into the bursal sac. Early differentiation between septic and nonseptic olecranon bursitis is paramount to direct therapy, to hasten recovery, and to prevent chronic inflammation. <i>Methods:</i> A literature review was performed using MEDLINE files from 1967 to the present. Additional references from the bibliographies of these were also utilized. <i>Results and Conclusions:</i> Olecranon bursitis is a common condition that requires the treating physician to be aware of the predisposing factors, clinical signs and symptoms, and laboratory findings of both septic and nonseptic olecranon bursitis. With early recognition, prompt therapy, and preventive measures, the morbidity of septic olecranon bursitis can be considerably reduced, but surgical incision and drainage or excision could be required if conservative therapy fails.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".