I can't say I've been keeping abreast of developments with LED lighting, so please correct me if I'm wrong. TTBOMK, common LED-lighting drivers generally have a low output voltage. Just what I have looked at have had like 56V tops. Certainly none in the kV range like fluorescent ballasts. Any uninsulated energized part on the secondary to me is an indication of a low voltage output and deemed "touch safe" per the UL standard it is listed under.
LED solid state fluorescent lighting apparatuses and incandescent lamps are available in UL Class 1 and 2. An Edison base is a Class 1 circuit. An isolated low VA capacity 12v LV lighting circuit is Class 2 even though both circuits can utilize incandescent lamps. An LED element operates at 3-4v, so LEDs can be applied for class 1 as well.
The inherent nature of commercially practical discharge lamps are only available in class 1 because of the voltage required to sustain the operation of the smallest element, which starts at 50v and higher.
A typical 48" T8 lamp operates at 180v-220v at tens of KHz with common open circuit voltage around 600v.
Most modern LED lighting devices use multi die solid state fluorescent lamp packages. Each package contains multiple blue LED elements connected in series for nominal voltage around 12, 24 and 48v which all share the phosphor blend and the package. These packages are then arranged to form another sub-module. As an example, the load side of Cree LED light bulb is DC 230v driving multiple LED SSFL packages in series. Either leg can fault to ground hence the warning to never operate with a broken dome.
LED sign ballast such as the Philips Advance 150W can hit 400V.
Modern T8 fluorescent ballasts have 90-95% line to lamp current regulated power delivery efficiency with adequate electrical regulation to achieve single digit flicker percentage and a flicker index below 0.1.
Class 2 LED ballasts struggle to reach this level of line-to-LED delivery efficiency. If the LED lamp module and ballast are sold separately, the rating may not be based on line to light output lm/W. To reduce ballast loss, thus raise line-to-output lm/W, many LED products are using unisolated class 1 ballast that carry the same hazard as normal discharge lamp circuits. Flicker performance of some LED products are on par with red neon signs.