Generation of a patient-specific iPSC cell line with cardiac arrhythmias and dilated cardiomyopathy (CBRCULi016-A), an isogenic control (CBRCULi016-A-1), and a paternal control (CBRCULi017-A)
Bibliographic record
Abstract
Dilated cardiomyopathy (DCM) is a prevalent cause of heart failure. We generated induced pluripotent stem cell (iPSC) lines from a DCM patient carrying a mutation in the SCN5A gene, with his healthy father serving as a control. Notably, we employed CRISPR-Cas9 to rectify the mutation in the patient's iPSC line. The resulting iPSC lines expressed pluripotency markers, underwent differentiation into all three embryonic germ layers, maintained a normal karyotype, and lacked reprogramming viral vectors. These iPSC lines serve as a model for delving into the mechanisms of DCM and hold promise for the development of personalized therapeutic approaches.
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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 | 0.001 | 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 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".