disease-modeler

What problem does it solve?

It helps you evaluate whether a proposed intervention for oral mucositis matches the disease’s actual pathobiology across its progression phases, so you don’t get misled by generic “anti-inflammatory” or “wound healing” labels.

Core Features & Use Cases

• OM phase mapping: Assign a candidate’s mechanism to the Sonis 5-phase model (Initiation through Healing) and judge phase-appropriate relevance and strength.
• Therapeutic gap analysis: Identify which OM phases are well-covered versus underserved by a set of candidates, and infer what kind of mechanism would fill the biggest gap.
• Disease relevance scoring: Assess timing (prevention vs acute treatment vs healing support), conflict with underlying cancer therapy, and whether the mechanism is truly tied to OM biology.
• Patient context assessment: Evaluate suitability by OM subtype (radiation, chemo, transplant, targeted therapy, immunotherapy) and practical delivery constraints.

Quick Start

Use the disease-modeler skill to assess a candidate mechanism against the OM phase model and produce a structured phase-by-phase rationale for the right timing and patient context.