Refers to a medical professional who works directly with patients, as opposed to a researcher or theorist. Often used in contrast with 研究医 (researcher).
Compound of 臨床 (clinical) and 家 (person engaged in a profession). The exact historical derivation is uncertain, but the term follows a common pattern for professional titles.