As 'doctor,' 大夫 is pronounced dàifu (with a neutral second tone). In ancient Chinese, 大夫 (dàfū) was a high official rank — different pronunciation, different meaning!
usage
大夫 is colloquial and mostly used in northern China. 医生 (yīshēng) is the standard/formal word for doctor used everywhere.