''Similarity index" informs you that your work is similar to an existing study. "Plagiarism" tells you that the work is copied from an existing work. Turnitin tells you that the thesis is similar to someone's work and it will provide the sources. Your supervisor will evaluate whether the similarity is due to plagiarism or due to similar writing style