{'fraction_non_alphanumeric': 0.02357920193470375, 'fraction_numerical': 0.0018137847642079807, 'mean_word_length': 5.084558823529412, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Accountability in professionalism.

Economic Accountability We need to consider each of these models in more depth, beginning with economics. The imaging tests and procedures radiologists perform every day generate substantial costs and revenues for payers, health systems, hospitals, and radiology groups [2]. From a narrow short-term point of view, it might seem advantageous for radiologists to perform as many examinations as possible. In a fee-for-service system, the more radiologists do, the more income they generate [3]. This approach may benefit not only those receiving payments but also those making them, such as insurance companies, at least in the sense that their organizations grow as they collect and distribute more funds. In a broader longer-term perspective, however, it is vital that radiologists attempt to ensure that resources are not wasted and instead are put to the best use [4]. As pressures mount to curtail the growth of health care spending, radiologists need to be in the forefront in evaluating the efficacy and efficiency of our work. In what clinical situations is a radiologic examination truly indicated, and which one provides the greatest value? What can we do to improve the accessibility and efficiency of our services? From an economic point of view, it is incumbent on radiologists to strive to be the experts in assessing the benefits and costs of radiologic services. We hear all the time about the great expense associated with radiologic imaging. The tests themselves are expensive, and we are performing more and more of them, which generates substantial aggregate costs. Accountability in Professionalism