Nah, look, you just want a reasonably chunky cap. I wouldn't go above about 50/63V, but anything physically bigger than the required micro 47uF, and maybe low ESR if it's to hand, but a physically big cap that means it will most likely be 100uF-470uF.
You don't have to be paranoid, but many people ignore it and come unstuck, so just try to keep it in mind with any electro cap, value, voltage, ERS/ripple current.
This Jaycar page gives the ripple current ratings of sundry electros;
http://www.jaycar.com.au/search?q=electrolytic%3Arelevance&page=1e.g.
Value: 47uF
Working Voltage: 25V
Lead Spacing: 2mm
Size dia x H: 5 x 11mm
Ripple Current mA: 100
Rated Temperature: 105 Degrees C
Mounting: RB - PC Mount
105 degrees but only 100mA, however there are quite a few other options depending on the highest expected cathode voltage;
Value: 100uF
Working Voltage: 63V
Lead Spacing: 5mm
Size dia x H: 10 x 12mm
Ripple Current mA: 280
Rated Temperature: 105 Degrees C
Mounting: RB - PC Mount
-
Value: 220uF
Working Voltage: 25V
Lead Spacing: 3.5mm
Size dia x H: 8 x 12mm
Ripple Current mA: 320
Rated Temperature: 105 Degrees C
Mounting: RB - PC Mount
-
Value: 220uF
Working Voltage: 50V
Lead Spacing: 5mm
Size dia x H: 10 x 17mm
Ripple Current mA: 430
Rated Temperature: 105 Degrees C
Mounting: RB - PC Mount
...all under a dollar.
You can use this as a rule-of-thumb guide because other manufacturers will be trying to meet similar specs (fraud aside).