I think I am pregnant!! 😊

I took a pregnancy test today, 11 dpo and it came out positive.
This was our first attempt and I was pretty sure it will be -ve as I was recently diagnosed with PCOS.
I read that the chances for miscarriage are high at this point!! V scared, hope it sticks.
Can tests be false +ve?