Add retirement banner for Onco-Phenotype

Author: psanapathi

articles/azure-health-insights/oncophenotype/overview.md

@@ -12,11 +12,19 @@ ms.author: behoorne
 ---
 
 
+
 # What is Onco-Phenotype (Preview)?
+> [!IMPORTANT]
+> Onco-Phenotype will be retired on July 31st, 2024, at which time the Onco-Phenotype model will no longer be available.  
+> 
+> The Onco-Phenotype model is being retired, but please note that all other models within Azure Health Insights will remain available. The container image for Onco-Phenotype will also be removed from the [Microsoft Artifact Registry](https://mcr.microsoft.com). If you’ve downloaded the image and have it deployed in your own hosting environment, the Onco-phenotype model will cease to function.
+> 
+> If you have Azure AI Health Insights deployed via the Azure Portal, it will continue to work as usual, but the Onco-Phenotype endpoint will no longer be available. As per the standard operating procedure for the Onco-Phenotype model, API results are available for 24 hours from the time the request was created, after which the results are purged. We will honor this commitment up until the model is retired.  
+>
+> We understand that you may have questions regarding this retirement. Please reach out to our Customer Service and Support (CSS) team for assistance. If you don’t currently have CSS support, you can purchase support [here](https://azure.microsoft.com/en-us/support/plans/).  
 
 Onco-Phenotype is an AI model that’s offered within the context of the broader Azure AI Health Insights. It augments traditional clinical natural language processing tools by enabling healthcare organizations to rapidly identify key cancer attributes within their patient populations.
 
-
 > [!IMPORTANT] 
 > The Onco-Phenotype model is a capability provided “AS IS” and “WITH ALL FAULTS.” The Onco-Phenotype model isn't intended or made available for use as a medical device, clinical support, diagnostic tool, or other technology intended to be used in the diagnosis, cure, mitigation, treatment, or prevention of disease or other conditions, and no license or right is granted by Microsoft to use this capability for such purposes. This capability isn't designed or intended to be implemented or deployed as a substitute for professional medical advice or healthcare opinion, diagnosis, treatment, or the clinical judgment of a healthcare professional, and should not be used as such. The customer is solely responsible for any use of the Onco-Phenotype model. The customer is responsible for ensuring compliance with those license terms, including any geographic or other applicable restrictions.
 
@@ -52,4 +60,4 @@ For the Public Preview, you can select the Free F0 SKU. The official pricing wil
 Get started using the Onco-Phenotype model:
 
 >[!div class="nextstepaction"]
-> [Deploy the service via the portal](../deploy-portal.md) 
+> [Deploy the service via the portal](../deploy-portal.md)