The game adds full-screen mode support, which is set in the settings interface (you need to restart the game after modifying the settings to take effect).
Some graphics cards may not support this mode. If the graphics card does not support this mode, the game will force the mode back to windowed mode.
Full-Screen mode support
Source: Steam Community (opens in a new tab)