Leaving the psych hospital

Explaining how to leave. The admission process. "I signed myself in, I can sign myself out!" "They told me I could leave after I talked to someone!"
How to leave. What's a 5150, Baker Act Involuntary admission. Can they keep you against your will? What if you want to leave?