Weight loss was treated as the primary outcome, while the variables that determine the quality and tolerability of that loss were considered separately. Erika’s medications, PCOS and insulin-resistance context, baseline hair thinning, nutrition and resistance-training strategy were not evaluated as one connected system.
During an energy deficit, scale weight can fall while lean tissue and physical performance also decline. Without a defined protein and resistance-training strategy, the model therefore assigns part of the change to lean mass rather than fat mass alone.
Tolerability also remained unresolved. Incretin-based medicines can delay gastric emptying and commonly produce gastrointestinal symptoms, particularly during dose escalation. For someone using an oral contraceptive, medication-absorption context also deserves explicit review. Persistent bloating, inconsistent intake and reduced training quality are modeled as connected constraints, not isolated symptoms.