First-pass extracted concept

AI-driven pain assessment

Candidate: concept label1 source documents4 linked claims
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Evidence Snippets

Furthermore, we explore emerging strategies, including gene therapy, stem cell therapy, cell type-specific neuromodulation, and AI-driven techniques for objective, unbiased pain assessment and research.
Evidence 1Source 1DOIPubMedprovenance

Supporting Sources

Linked Claims

Claim 1future outlooksupports2025Source 1DOIPubMed

The review states that these innovative approaches are poised to enable discovery of safer and more effective analgesics.

Quoted textsource-backed
These innovative approaches are poised to revolutionize pain management, paving the way for the discovery of safer and more effective analgesics.
Claim 2problem statementsupports2025Source 1DOIPubMed

Opioid-dominated acute pain management is limited by addiction, tolerance, and dependence risks, motivating development of nonopioid analgesics.

Quoted textsource-backed
Acute pain management has historically been dominated by opioids, whose efficacy is overshadowed by the risks of addiction, tolerance, and dependence, culminating in the global opioid crisis. To transcend this issue, we must innovate beyond opioid-based μ receptor treatments, identifying nonopioid analgesics with high efficacy and minimal adverse effects.
Claim 3review scopesupports2025Source 1DOIPubMed

Emerging nonopioid pain-management strategies discussed in the review include gene therapy, stem cell therapy, cell type-specific neuromodulation, and AI-driven techniques for objective unbiased pain assessment and research.

Quoted textsource-backed
Furthermore, we explore emerging strategies, including gene therapy, stem cell therapy, cell type-specific neuromodulation, and AI-driven techniques for objective, unbiased pain assessment and research.
Claim 4review scopesupports2025Source 1DOIPubMed

Mechanism-based analgesic targets should be tailored to specific pain conditions including inflammatory, neuropathic, and nociplastic pain.

Quoted textsource-backed
This Review navigates the multifaceted landscape of inflammatory, neuropathic, and nociplastic pain, emphasizing mechanism-based analgesic targets tailored to specific pain conditions.