Viable iPSC mice: a step closer to therapeutic applications in humans?
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
Rapid advancements have occurred in induced pluripotent stem cell research within the 3 years since Yamanaka and colleagues first reprogrammed adult mouse fibroblasts to an embryonic stem cell-like state by the forced expression of a small cohort of transcription factors. Progress has been made in overcoming various technical obstacles, including oncogenic threat, that hinder the application of iPS cell technology as a therapeutic strategy in humans. Remaining hurdles include the low efficiency of iPS cell induction and the demonstration of complete developmental potential. This latter impediment now appears to have been overcome simultaneously by two groups (Kristen Baldwin and colleagues and Qi Zhou and colleagues), who have generated viable adult mice from tetraploid complementation assays using iPS donor cells. The generation of sufficiently reprogrammed iPS cells and mice will allow for adequate genomic and functional testing to evaluate their utility in research applications and patient-specific cell replacement therapies, which may include infertility.
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 | 0.000 |
| 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) | 0.000 | 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