diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,17 +1,12 @@
-# OpenSAFELY Research Template
+# OpenSAFELY Association between routine use of NSAIDs and COVID-19 deaths
 
-This is a template repository for making new OpenSAFELY resarch projects.  Eventually it'll become a framework. To get started, create a new repo using this repo as a template, delete this front matter, and edit the text that follows.
+This is the code and configuration of our pre-print paper available on MedRxiv [here](https://www.medrxiv.org/content/10.1101/2020.08.12.20171405v1). You can sign up for the [OpenSAFELY email newsletter here](https://opensafely.org/contact/) for updates about this study and other OpenSAFELY projects.
 
-# _title goes here_
-
-This is the code and configuration for our paper, _name goes here_
-
-* The paper is [here]()
-* Raw model outputs, including charts, crosstabs, etc, are in `released_analysis_results/`
-* If you are interested in how we defined our variables, take a look at the [study definition](analysis/study_definition.py); this is written in `python`, but non-programmers should be able to understand what is going on there
-* If you are interested in how we defined our code lists, look in the [codelists folder](./codelists/).
-* Developers and epidemiologists interested in the code should review
-[DEVELOPERS.md](./docs/DEVELOPERS.md).
+* The paper is [here](https://ard.bmj.com/content/early/2021/01/20/annrheumdis-2020-219517.full#main-content)
+* Raw model outputs, including charts, crosstabs, etc, are in `paper_revision_redacted_outputs/`
+- If you are interested in how we defined our variables, take a look at the [study definition for study 1](analysis/study_definition_nsaid_population.py) and [study definition for study 2](analysis/study_definition_ra_oa_population.py); this is written in `python`, but non-programmers should be able to understand what is going on there
+* If you are interested in how we defined our code lists, look in the [codelists folder](./codelists/). All codelists are available online at [OpenCodelists](https://codelists.opensafely.org/) for inspection and re-use by anyone 
+* Developers and epidemiologists interested in the framework should review [the OpenSAFELY documentation](https://docs.opensafely.org)
 
 # About the OpenSAFELY framework
 
@@ -22,9 +17,4 @@ Instead of requesting access for slices of patient data and
 transporting them elsewhere for analysis, the framework supports
 developing analytics against dummy data, and then running against the
 real data *within the same infrastructure that the data is stored*.
-Read more at [OpenSAFELY.org](https://opensafely.org).
-
-The framework is under fast, active development to support rapid
-analytics relating to COVID19; we're currently seeking funding to make
-it easier for outside collaborators to work with our system.  You can
-read our current roadmap [here](ROADMAP.md).
+Read more at [OpenSAFELY.org](https://opensafely.org).
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