from youarewithinthenorms.com
NORMAN J CLEMENT RPH., DDS, NORMAN L. CLEMENT PHARM-TECH, MALACHI F. MACKANDAL PHARMD, BELINDA BROWN-PARKER, IN THE SPIRIT OF JOSEPH SOLVO ESQ., INC., SPIRIT OF REV. IN THE SPIRIT OF WALTER R. CLEMENT BS., MS, MBA. HARVEY JENKINS, MD, PH.D., IN THE SPIRIT OF C.T. VIVIAN, JELANI ZIMBABWE CLEMENT, BS., M.B.A., IN THE SPIRIT OF THE HON. PATRICE LUMUMBA, IN THE SPIRIT OF ERLIN CLEMENT SR., EVELYN J. CLEMENT, WALTER F. WRENN III., MD., JULIE KILLINGSWORTH, RENEE BLARE, RPH, DR. TERENCE SASAKI, MD LESLY POMPY MD., CHRISTOPHER RUSSO, MD., NANCY SEEFELDT, WILLIE GUINYARD BS., JOSEPH WEBSTER MD., MBA, BEVERLY C. PRINCE MD., FACS., NEIL ARNAND, MD., RICHARD KAUL, MD., IN THE SPIRIT OF LEROY BAYLOR, JAY K. JOSHI MD., MBA, AISHA GARDNER, ADRIENNE EDMUNDSON, ESTER HYATT PH.D., WALTER L. SMITH BS., IN THE SPIRIT OF BRAHM FISHER ESQ., MICHELE ALEXANDER MD., CUDJOE WILDING BS, MARTIN NJOKU, BS., RPH., IN THE SPIRIT OF DEBRA LYNN SHEPHERD, BERES E. MUSCHETT, STRATEGIC ADVISORS
NarxCare: Fatal Flaws of Predictive Medicine
According to no less an authority than Nora Volkow, MD, Director of the National Institute on Drug Abuse, ―Unlike tolerance and physical dependence, addiction is not a predictable result of opioid prescribing. Addiction occurs in only a small percentage of persons who are exposed to opioids —even among those with preexisting vulnerabilities.

Older medical texts and several versions of the Diagnostic and Statistical Manual of Mental Disorders (DSM) either overemphasized the role of tolerance and physical dependence in the definition of addiction or equated these processes (DSM-III and DSM-IV).

However, more recent studies have shown that the molecular mechanisms underlying addiction are distinct from those responsible for tolerance and physical dependence, in that they evolve much more slowly, last much longer, and disrupt multiple brain processes.‖[14]
It is also known that rates of opioid analgesic prescribing by doctors to their patients have no relationship of any kind to either (a) rates of hospital admissions for opioid toxicity, or (b) rates of accidental death involving prescription opioids.[15], [16] These facts are confirmed and referenced in the 2023 consensus guidelines of the American Association of Interventional Pain Physicians. [17]
THE RISE OF THE LORENZ ATTRACTOR, PATTERNS EMERGED FROM CHAOS

As we have published earlier, in “THE DIGITAL CALIGULA, WHEN THE COURTROOM BECOMES A POLITICAL TOOL OF REVERSED SINGULARITY,“ the Butterfly Effect in Lorenz’s attractor reveals patterns that emerge from chaos. The system never loops, yet it obeys strict mathematical laws. This is where we now live, a phase space where every gesture, protest, or purchase spins us deeper into the vortex, closer to the singularity.

We may believe we are agents of our own destiny. But the Government’s AI system has become so sensitive, so layered, that no one not judges, not presidents, not technologists can see the whole. Each of us flaps our wings in local cause and reaps global consequences we did not intend.
This is our modern legal ecosystem that is deterministic in theory, but chaotic in practice. Think of NarxCare AI algorithms denying pain patients critical medication based on unseen data points.
We have created a society so saturated in law that the human being is no longer a sovereign individual, but an input field in a Government AI predictive system, to be flagged, prodded polked,score

Drawing an extended analogy to the skepticism and wisdom of Mark Twain, the text contends that NarxCare replaces human judgment with flawed statistics, ignoring critical factors like tolerance and genetics while potentially criminalizing necessary pain management decisions.

Ultimately, this paper calls upon pharmacists, pharmacies, all hospitals, and STATE PHARMACY BOARDS, such as Florida, Illinois, and Montana, for the immediate suspension of reliance on NarxCare as a predictor of patient outcomes, suggesting that its current application may constitute medical malpractice.
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