AMERICAN-STYLE SECRET "SKULDUGGERY" FATAL FLAWS OF "NARXCARE®" -- WHAT MARK TWAIN WOULD SAY ABOUT PREDICTIVE MEDICINE

Background: In this paper, the authors set forth in prose readable by clinical non-professionals, several fundamental reasons for deep caution in applying NarxCare ® or any other algorithm based on artificial intelligence to the practice of pain medicine. Objectives: To assess the dangers and fallacies in use of the NarxCare instrument as a pre-filter for patient access to safe and effective pain care employing prescription opioid analgesics. Methods: Critical review of the clinical literature on pain and addiction. Findings: AI-based algorithms like NarxCare simply do not apply to individuals and are incapable of incorporating individual nuances. No competent clinician would ever plan a course of pain management without extensive patient workup and individualized treatment. NarxCare as presently applied actively suppresses individualized care by potentially criminalizing clinician decisions.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-01
DOI
https://doi.org/10.5281/zenodo.17275858
Primary Topic
Memory and Neural Mechanisms
Type
article
Field-Weighted Citation Impact
0.00
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article

AMERICAN-STYLE SECRET "SKULDUGGERY" FATAL FLAWS OF "NARXCARE®" -- WHAT MARK TWAIN WOULD SAY ABOUT PREDICTIVE MEDICINE

Zenodo (CERN European Organization for Nuclear Research)
Memory and Neural Mechanisms
article

AMERICAN-STYLE SECRET "SKULDUGGERY" FATAL FLAWS OF "NARXCARE®" -- WHAT MARK TWAIN WOULD SAY ABOUT PREDICTIVE MEDICINE

article en

Abstract

Background: In this paper, the authors set forth in prose readable by clinical non-professionals, several fundamental reasons for deep caution in applying NarxCare ® or any other algorithm based on artificial intelligence to the practice of pain medicine. Objectives: To assess the dangers and fallacies in use of the NarxCare instrument as a pre-filter for patient access to safe and effective pain care employing prescription opioid analgesics. Methods: Critical review of the clinical literature on pain and addiction. Findings: AI-based algorithms like NarxCare simply do not apply to individuals and are incapable of incorporating individual nuances. No competent clinician would ever plan a course of pain management without extensive patient workup and individualized treatment. NarxCare as presently applied actively suppresses individualized care by potentially criminalizing clinician decisions.

Zenodo (CERN European Organization for Nuclear Research)
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Openalex Percentile: Top 45%
Memory and Neural Mechanisms
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