Chronic Calcific Pancreatitis and Its Association With Secondary Diabetes Mellitus
Bibliographic record
Abstract
Chronic calcific pancreatitis (CCP) is an inflammatory illness that impacts the pancreas, causing calcifications and scarring inside the gland. Secondary diabetes, commonly referred to as type 3c diabetes mellitus (T3cDM), is one of the probable problems linked with CCP. T3cDM is a form of diabetes caused by an underlying illness or disorder of the endocrine systems. It is a rare cause of diabetes caused by pancreatic pathology. In the regions of Southeast Asian and India, it accounted for 15-20% of individuals with diabetes. This is a rare case report and review of T3cDM. The patient was admitted with a complaint of hyperglycemia, blood glucose of 405 mg/dL with a glycated hemoglobin (HbA1c) level of 13.7%. Computed tomography evidence revealed CCP with intraductal calculi and dilated pancreatic duct. J Endocrinol Metab. 2023;13(3):89-95 doi: https://doi.org/10.14740/jem884
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 | 0.000 |
| 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".