I'm looking at the study. I'm looking at the #3 graph under Tables and Functions Tab.
It says amitriptyline is the best drug? Isn't that an older drug, or am I misreading the chart?
This study generalizes this process by discussing both efficacy (how well the drug helps with depression) and the tolerability of the treatment, as measured by how long people tend to stay on the drug (the site is down right now so I forget the actual term used). Once the paper is accessible again have a look at some of the graphs that chart both of these measures. Generally, the drugs in the upper-right quadrants are better, showing both good efficacy and tolerability.
This is basically a ranking to use in when trying drugs to statistically maximize your chance of finding one that works.
And then there's also the odd fact that earlier trials of antidepressants show better effect than recent ones -- even for the same treatment and all else held equal. We don't know why.
Although I'm on another Anti-Depressant, I certainly notices a positive effect from Amitriptaline that outweigh the bad effects.
It is very weird to be mixing two different antidepressants. Depending on what your other antidepressant is, it could be dangerous. Were your two medications prescribed by the same doctor, and if not, have the two doctors talked to each other? A very simplistic view is that some antidepressants cause the body to make more serotonin, and others prevent the body from destroying serotonin as quickly. Doing one is fine, but doing both at the same time can lead to serotonin syndrome.
Amitriptyline does have higher risk from overdose than SSRIs, but has much gentler withdrawal symptoms.