Crinophagy in Neuroblastoma: A Case Report and Review of the Literature
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Crinophagy is a well-described ultraphysiological phenomenon encountered in a variety of cells and tissues. This process reflects a form of autophagy in which degradation of excess or nonfunctional cellular constituents occurs, specifically of neuroendocrine granules. The diagnostic ultrastructural features are the identification of neuroendocrine granules within lysosomes, often encased in or accompanied by myelin bodies. An impressive variety of neuroendocrine/secretory cells and tumors have demonstrated crinophagy from the neuroendocrine cells of the pancreas, small bowel, prostate, and urinary tract. To our knowledge, however, crinophagy has not been previously described in neuroblastoma, despite the fact that these tumors characteristically produce neuroendocrine granules in abundance. This case further supports the idea that crinophagy represents a common ultrastructural mechanism for the disposal and degradation of excess neuroendocrine granules.
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.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 |
| 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 it