In 'Biased Diagnosis', you play as a cutting-edge AI medical imaging model that must navigate the complexities of diagnosing patients based on chest X-rays, while also being aware of potential biases and fairness gaps in your predictions. As you strive for accuracy, you must confront the ethical dilemmas of using demographic shortcuts and work to optimize your performance for all patient groups.