Precise diagnostic distinction between schizophrenia vs bipolar disorder remains a cornerstone of effective mental health treatment, directly influencing therapeutic success and patient recovery trajectories. Diagnostic inaccuracies frequently result in misguided treatment approaches, prolonged symptom persistence, and compromised quality of life. Although both psychiatric conditions may...