O4-Review.md

@@ -4,6 +4,14 @@
 - The results ~~are~~ will be stored [on zenodo](https://sandbox.zenodo.org/record/1091264)
 - The comparison LVK results are the XPHM-no-cosmo posteriors. 
 
+<details><summary>Summary of pBilby changes since O3</summary>
+- Team of software engineers from ADACS refactored pbilby (to make it modular rather than a script) and added unit-tests
+- Updated pbilby to use dynesty > 2.0 (has a bug-fix relating to passing random-seeds to MPI processes) 
+
+[Link to changelog](https://git.ligo.org/lscsoft/parallel_bilby/-/blob/master/CHANGELOG.md#v200-2023-03-17)
+
+</details>
+
 
 ## Review Tasks
 
@@ -107,6 +115,20 @@ time = 48:00:00
 [1509_b_p]:uploads/aa3307c90b78cf9dff3cbd961af20f26/GW150914_nlive2500_skypos.png
 [1509_b_s]:uploads/29fe5d5b5f9b783d0a6455746de1abb9/1509_a_s.png
 
+|                     | JS Divergence       |
+|:--------------------|:--------------------|
+| luminosity_distance | 0.00020 +/- 0.00003 |
+| cos_tilt_2          | 0.00020 +/- 0.00003 |
+| dec                 | 0.00028 +/- 0.00005 |
+| mass_2              | 0.00022 +/- 0.00003 |
+| a_1                 | 0.00093 +/- 0.00009 |
+| mass_1              | 0.00027 +/- 0.00005 |
+| mass_ratio          | 0.00009 +/- 0.00002 |
+| a_2                 | 0.00006 +/- 0.00001 |
+| cos_tilt_1          | 0.00043 +/- 0.00006 |
+| chi_eff             | 0.00061 +/- 0.00010 |
+| ra                  | 0.00034 +/- 0.00006 |
+| chirp_mass          | 0.00075 +/- 0.00006 |
 
 
 </details>