It is advisable to first have the investigations for fever like ESR,complete blood count,blood culture,blood test for malarial parasite,widal test,x-ray
chest or sonography to exclude any of the pathologies associated
with fever.If negative,then other causes of shivering and feeling cold should be looked for.
Hope it helps.Take care and pls do keep me posted if you have any additional queries.