From 3fd24bf2fb40e3af2e873611be9317bc1bce67dd Mon Sep 17 00:00:00 2001
From: Jonathan Somer <32447682+JonathanSomer@users.noreply.github.com>
Date: Tue, 26 Jan 2021 10:06:46 +0200
Subject: [PATCH] Update README.md

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 # COVID-19 individual illness trajectory model  
 
 Based on the model developed and described in:  
-[Development and validation of a machine learning model for predicting illness trajectory and hospital resource utilization of COVID-19 hospitalized patients - a nationwide study](https://www.medrxiv.org/content/10.1101/2020.09.04.20185645v2)  
+[Development and validation of a machine learning model for predicting illness trajectory and hospital resource utilization of COVID-19 hospitalized patients - a nationwide study](https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocab005/6105188?searchresult=1)  
 Original model code [here](https://github.com/JonathanSomer/covid-19-multi-state-model-wave2)
 
 Updated to include new patient states (including PCR positive to hospitalization transitions) and based on Israel data from July-December