diff --git a/CITATION.cff b/CITATION.cff
index e81bdc1..46853db 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,4 +1,5 @@
 cff-version: 1.2.0
+message: If you use this code, please cite it as below.
 
 title: Meta-analytic decoding of the cortical gradient of functional connectivity
 
@@ -20,8 +21,6 @@ abstract: |
   Taken together, the current work aims to provide recommendations on best practices, along with 
   flexible methods, for gradient-based functional decoding of fMRI data.
 
-message: If you use this code, please cite it as below.
-
 repository-code: https://github.com/NBCLab/gradient-decoding
 
 identifiers:
@@ -108,4 +107,85 @@ authors:
   - given-names: Angela R
     family-names: Laird
     orcid: 0000-0003-3379-8744
-    affiliation: Department of Physics, Florida International University, Miami, FL, USA
\ No newline at end of file
+    affiliation: Department of Physics, Florida International University, Miami, FL, USA
+
+preferred-citation:
+  authors:
+  - given-names: Julio A
+    family-names: Peraza
+    orcid: 0000-0003-3816-5903
+    affiliation: Department of Physics, Florida International University, Miami, FL, USA
+  - given-names: Taylor
+    family-names: Salo
+    orcid: 0000-0001-9813-3167
+    affiliation: Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
+  - given-names: Michael C
+    family-names: Michael
+    orcid: 0000-0002-1860-4449
+    affiliation: LTI Engineering and Software, Quebec City, QC, Canada
+  - given-names: Katherine L
+    family-names: Bottenhorn
+    orcid: 0000-0002-7796-8795
+    affiliation: Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
+  - given-names: Jean-Baptiste
+    family-names: Poline
+    orcid: 0000-0002-9794-749X
+    affiliation: Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
+  - given-names: Jérôme
+    family-names: Dockès
+    orcid: 0000-0002-5304-2496
+    affiliation: Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
+  - given-names: James D
+    family-names: Kent
+    orcid: 0000-0002-4892-2659
+    affiliation: Department of Psychology, University of Texas at Austin, Austin, TX, USA 
+  - given-names: Jessica E
+    family-names: Bartley
+    orcid: 0000-0001-7269-9701
+    affiliation: Department of Physics, Florida International University, Miami, FL, USA
+  - given-names: Jessica S
+    family-names: Flannery
+    orcid: 0000-0003-3274-1578
+    affiliation: Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC, USA
+  - given-names: Lauren D
+    family-names: Hill-Bowen
+    orcid: 0000-0002-9817-7757
+    affiliation: Department of Psychology, Florida International University, Miami, FL, USA
+  - given-names: Rosario
+    family-names: Pintos Lobo
+    orcid: 0000-0002-7679-1385
+    affiliation: Department of Psychology, Florida International University, Miami, FL, USA
+  - given-names: Ranjita
+    family-names: Poudel
+    orcid: 0000-0003-4343-1153
+    affiliation: Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, USA
+  - given-names: Kimberly L
+    family-names: Ray
+    orcid: 0000-0003-1302-2834
+    affiliation: Department of Psychology, University of Texas at Austin, Austin, TX, USA 
+  - given-names: Jennifer L
+    family-names: Robinson
+    orcid: 0000-0001-7389-3047
+    affiliation: Department of Psychology, Auburn University, Auburn, AL, USA
+  - given-names: Robert W
+    family-names: Laird
+    affiliation: Department of Physics, Florida International University, Miami, FL, USA
+  - given-names: Matthew T
+    family-names: Sutherland
+    orcid: 0000-0002-6091-4037
+    affiliation: Department of Psychology, Florida International University, Miami, FL, USA
+  - given-names: Alejandro
+    family-names: de la Vega
+    orcid: 0000-0001-9062-3778
+    affiliation: Department of Psychology, University of Texas at Austin, Austin, TX, USA 
+  - given-names: Angela R
+    family-names: Laird
+    orcid: 0000-0003-3379-8744
+    affiliation: Department of Physics, Florida International University, Miami, FL, USA
+  
+  title: "Meta-analytic decoding of the cortical gradient of functional connectivity"
+  doi: 10.1101/2023.08.01.551505
+  date-released: 2023-08-03
+  url: "https://www.biorxiv.org/content/10.1101/2023.08.01.551505v1"
+  journal: bioRxiv
+  type: article
\ No newline at end of file