Femoral Neck Fracture in Idiopathic Hypercalciuria with Excessive Cola Consumption: A Case Report
Bibliographic record
Abstract
Idiopathic hypercalciuria is a metabolic defect characterized by excess renal calcium excretion, which can lead to bone mineral loss and an increased propensity to bony fractures. It is more commonly found among Caucasians and is present in the general population with a frequency of 5–10%, but can reach 45–50% in subjects affected by nephrolithiasis. Here we report the case of a young 35-year-old male who developed primary osteoporosis secondary to idiopathic hypercalciuria and sustained a femoral neck fracture after a minor-impact fall. Laboratory findings revealed high urine calcium, low serum potassium, and high serum alkaline phosphatase levels. Low-velocity traumatic bone injury was found in a young patient with hypercalciuria, which may indicate that bone status must be evaluated and followed up in these patients.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".