He could have been busy guarding Shinsengumi's headquarters or could have been sick as there was recordedly a lot of sickness in Shinsengumi at that time.
屯所警備に重んじていたか、もしくは当時隊内に病人が多かったらしいことから、尾形もその一人とも考えられる。