Bibliographic record
Abstract
Sonic hedgehog (Shh) is a signaling molecule that is involved in patterning the embryo and regulates adult stem cell homeostasis. Patched1 (Ptch1) is the receptor for Shh and upon binding to Shh is endocytosed, allowing downstream signaling to occur. Ptch1 is critical to the cellular response to Shh because it is both a negative regulator of the Shh signaling pathway and a transcriptional target of the pathway. Therefore, the regulation of Ptch1 levels will directly affect the ability of cells to respond to Shh. Understanding this process requires the characterization of novel Ptch1-interacting proteins that regulate Ptch1 levels in the cell. This thesis investigated a role for the adapter protein Tom1 as a putative Ptch1-interacting protein involved in regulating Ptch1 levels through endocytic cycling. It was found that Tom1 overexpression did not regulate the patterning of vertebrate nervous system, but did play a role the sub-cellular localization of Ptch1.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".