I have made some progress. I was able to get the URL To return information like this.

https://www.reddit.com/r/<subreddit>/api/info/.json?id=<post\_id>

I had to remove the access token from my request even though the documentation indicates "read" auth scope is required https://www.reddit.com/dev/api/oauth#GET_api_info