From 39229171524602e2eae910043d0ac4d9cc015fc3 Mon Sep 17 00:00:00 2001
From: mhmcc <75462673+mhmcc@users.noreply.github.com>
Date: Mon, 15 Jan 2024 14:28:18 +1100
Subject: [PATCH] Updated publication details and README.md

---
 ED-interaction-mapping.ipynb |  4 ++--
 README.md                    | 16 ++++++++++++++--
 2 files changed, 16 insertions(+), 4 deletions(-)

diff --git a/ED-interaction-mapping.ipynb b/ED-interaction-mapping.ipynb
index 7ae7cf9..ce36d42 100755
--- a/ED-interaction-mapping.ipynb
+++ b/ED-interaction-mapping.ipynb
@@ -8,7 +8,7 @@
     "# Mapping patient interactions in psychiatric presentations to a tertiary emergency department\n",
     "This notebook comprises the code and data analysis for our study:\n",
     "\n",
-    "[reference placeholder - TBA on publication]\n",
+    "> McCullough MH, Small M, Jayawardena B, Hood S (2024) Mapping clinical interactions in an Australian tertiary hospital emergency department for patients presenting with risk of suicide or self-harm: Network modeling from observational data. PLOS Medicine 21(1): e1004241. https://doi.org/10.1371/journal.pmed.1004241\n",
     "\n",
     "Please see our paper for details of our computational methods, and refer to the README for further details about this research project and how to cite this code.\n",
     "\n",
@@ -3267,7 +3267,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.5"
+   "version": "3.1.0"
   }
  },
  "nbformat": 4,
diff --git a/README.md b/README.md
index 738b81d..abed336 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Mapping patient interactions in psychiatric presentations to a tertiary emergency department
 Jupyter notebook and Python code for the analysis of patient trajectories in a hospital emergency department for individuals presenting with suspected risk of suicide or self-harm, as published in our study:
 
-> [TBA]
+> McCullough MH, Small M, Jayawardena B, Hood S (2024) Mapping clinical interactions in an Australian tertiary hospital emergency department for patients presenting with risk of suicide or self-harm: Network modeling from observational data. PLOS Medicine 21(1): e1004241. https://doi.org/10.1371/journal.pmed.1004241
 
 <img src="media/network_communities.png" alt="ED interaction network" width="240"/> &emsp; <img src="media/predict_net.png" alt="Interaction feature importance for predicting the point of clinical referral" width="312"/>
 
@@ -30,7 +30,19 @@ Please see the companion paper linked above for details of the methods and packa
 ## Citing this code
 If you use or adapt our code or methods in your research, please cite the companion paper linked above or as shown here in BibTeX format:
 ```
-[TBA]
+@article{10.1371/journal.pmed.1004241,
+    doi = {10.1371/journal.pmed.1004241},
+    author = {McCullough, Michael H. AND Small, Michael AND Jayawardena, Binu AND Hood, Sean},
+    journal = {PLOS Medicine},
+    publisher = {Public Library of Science},
+    title = {Mapping clinical interactions in an Australian tertiary hospital emergency department for patients presenting with risk of suicide or self-harm: Network modeling from observational data},
+    year = {2024},
+    month = {01},
+    volume = {21},
+    url = {https://doi.org/10.1371/journal.pmed.1004241},
+    pages = {1-21},
+    number = {1},
+}
 ```
 
 ## Questions