Correct publication references, input guidance and output units

README.md

@@ -20,7 +20,7 @@ Model weights retain the original authors' terms; the pyaging software license d
 | **Tissue** | multi-tissue |
 | **Data type** | transcriptomics |
 | **Model type** | ridge regression |
-| **Year** | 2025 |
+| **Year** | 2026 |
 
 ## Use with pyaging
 
@@ -34,6 +34,6 @@ Browse every clock in the [pyaging Clock Catalogue](https://pyaging.readthedocs.
 
 ## Citation
 
-Salignon, J. et al. Pasta, a versatile transcriptomic clock, maps the chemical and genetic determinants of aging and rejuvenation. bioRxiv 2025.06.04.657785 (2025).
+Salignon, J., et al. (2026). Pasta, a versatile transcriptomic clock, maps the chemical and genetic determinants of aging and rejuvenation. Advanced Science, e76740.
 
-https://doi.org/10.1101/2025.06.04.657785
+https://doi.org/10.1002/advs.76740

config.json

@@ -1,12 +1,12 @@
 {
  "approved_by_author": "\u2705",
- "citation": "Salignon, J. et al. Pasta, a versatile transcriptomic clock, maps the chemical and genetic determinants of aging and rejuvenation. bioRxiv 2025.06.04.657785 (2025).",
- "citations": 1,
- "citations_date": "2026-07-05",
+ "citation": "Salignon, J., et al. (2026). Pasta, a versatile transcriptomic clock, maps the chemical and genetic determinants of aging and rejuvenation. Advanced Science, e76740.",
+ "citations": 2,
+ "citations_date": "2026-10-02",
  "clock_name": "reg",
  "data_type": "transcriptomics",
- "doi": "https://doi.org/10.1101/2025.06.04.657785",
- "journal": "bioRxiv",
+ "doi": "https://doi.org/10.1002/advs.76740",
+ "journal": "Advanced Science",
  "last_author": "Christian G. Riedel",
  "model_type": "ridge regression",
  "n_features": 8113,
@@ -34,5 +34,5 @@
   "years"
  ],
  "version": "0.5.7",
- "year": 2025
+ "year": 2026
 }

reg.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0d4ae97c61377e1b01d6658f9a51816225f0e613af30ee5e5cd8ee0bfeea0b12
+oid sha256:3fdd86200bd71b1b90a5f97bb605b9e4f15b9773095598647e37b1d52f1f1771
 size 353477