I've tested this and it works:
# Create custom http client without ssl ceritificate validation
authorised_http = AuthorizedHttp(
creds, httplib2.Http(disable_ssl_certificate_validation=True)
)
# Call the Gmail API
service = build("gmail", "v1", http=authorised_http)
Sources: