Transact SQL :: Multiple Select CTE

I have database with three tables Accounts, Results, and ClosedOrders. All are connected through AccountID PK/FK.

I got a wonderful select statement that gives me the latest Results for each Account.

WITH cte AS
(
SELECT
Accounts.AccountID,
Accounts.AccountName,
Results.ResultTime AS LastUpdated,

[Code] ....

I've been struggling to extend this with two more columns from the ClosedOrders table. How to add columns to the this view? Basically what I need is this:

SELECT SUM([Lots]) AS Longs
FROM [DEV].[dbo].[ClosedOrders]
WHERE OrderTypeID = 0;

SELECT SUM([Lots]) AS Shorts
FROM [DEV].[dbo].[ClosedOrders]
WHERE OrderTypeID = 1;

But it has to "join" the CTE somehow so that I get the correct answer for each Account row.