For Clinicians

Make earlier, more confident decisions in persistent pain

Patients with persistent pain often follow a familiar trajectory — repeated consultations, inconclusive findings, and limited response to treatment. The challenge is not lack of effort. It is uncertainty about what is maintaining the condition — and what to do next.

Etiolinks supports clinical decision-making at this point.

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The Clinical Problem

Persistent pain presentations frequently involve:

  • Symptoms disproportionate to structural findings
  • Limited or short-lived response to treatment
  • Escalation across multiple modalities without resolution
  • Increasing patient frustration and clinician uncertainty

In these cases, continuing along the same pathway often leads to further low-yield investigation, medication escalation, and ongoing functional decline.

What Etiolinks Provides

Etiolinks identifies patterns associated with symptom persistence and supports earlier alignment of care. At the point of assessment, the system provides:

Pain Classification

Likelihood of nociplastic, nociceptive, and neuropathic drivers

Clinical Pattern ID

Structured profiles indicating what is maintaining symptoms

Decision Summary

Clear guidance on whether the current pathway is likely to lead to improvement

Recommended Pathway

Targeted direction aligned with identified drivers

Treatment Risks

Identification of low-value or mismatched interventions

How It Supports Clinical Practice

Etiolinks does not replace clinical judgement. It supports it by making implicit reasoning explicit and consistent. This enables:

  • Earlier recognition of patients unlikely to benefit from escalation
  • More confident redirection of care
  • Reduction in trial-and-error decision-making
  • Clearer communication with patients regarding pathway and expectations

Where It Fits

Most effective at:

  • Initial or early reassessment in persistent pain
  • Cases with mismatch between symptoms and findings
  • Patients cycling through multiple interventions

Designed for integration into routine clinical workflow, particularly in primary care and first-line assessment.

Clinical Impact

  • Reduced unnecessary investigation
  • Lower reliance on medication escalation
  • Improved alignment between treatment and mechanism
  • Greater consistency in decision-making across clinicians

When the pathway is aligned with what is maintaining symptoms, outcomes improve and escalation reduces.

See how this applies in practice.