PART-4, CRY HAVOC AND LET SLIP THE DOGS OF WAR: THE HUNTED HEALERS, “HOW A SUPPOSEDLY CIVILIZED SOCIETY COULD CRIMINALIZE PHYSICIANS FOR TREATING PAIN”

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

THE HUNTED HEALERS

History will judge the Parker decision as harshly as we now judge Gregson v. Gilbert. Future generations will struggle to comprehend how a supposedly civilized society could criminalize physicians for treating pain, just as we struggle to understand how maritime courts could legitimize mass murder as insurance fraud. Atty Ronald Chapman writes,

“..Dr Lonnie Parker was a healer, not a drug dealer. That is, until you change the definition of drug dealing to match that of a healer. Until you replace the art and science of medicine with the red tape of bureaucracy. And you discredit the intent of a physician and replace it with the eye of Sauron, that is the surveillance state of healthcare..”

But the parallel runs deeper than historical analogy. The same legal and economic structures that enabled the Atlantic slave trade—the reduction of human beings to commercial abstractions, the prioritization of algorithmic efficiency over moral consideration, the fusion of government power with private profit—now enable the medical surveillance state.

Medicine’s greatest champion, Ronald Chapman’s defeat, represents more than the loss of a legal battle. It represents the triumph of an algorithmic system that views human suffering as a data processing problem, medical judgment as a statistical deviation, and physicians as threats to be neutralized through digital surveillance.

YET IGNORING ALL JOURNALISTS BEARING WITNESS

The Zong’s victims were thrown overboard into the Atlantic. Dr. Parker and countless other physicians are being thrown overboard into the federal prison system.

The mechanism has changed, but the underlying logic remains identical: when human beings become inconvenient to algorithmic efficiency, they must be discarded.

The only question remaining is whether enough Americans will recognize this system for what it truly represents before it completely destroys what remains of compassionate medical care in this country.

The answer to that question will determine whether the Parker decision represents the nadir of American medical jurisprudence, or merely another step in medicine’s transformation into a wholly-owned subsidiary of the surveillance state.

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REFERENCES:

Detailed Timeline

Pre-Modern Era (Historical Precedent):

• Undefined Period: Development of traditional statistical methods that attempt to profile “normal” behavior.
• Nazi Era (Specific, though Undated in Source): Richard Korherr, “Inspekteur fur Statistik” of the SS, produces a report on the “Final Solution of the Jewish Question in Europe,” exemplifying the use of data for state-sanctioned actions. The chilling phrase, “NOW THAT WE HAVE THE DATA WE CAN TURN OUR KNOWLEDGE INTO DEEDS,” is attributed to this period, highlighting a historical parallel to the use of data for “persecution.”

Modern Era (Development and Adoption of Isolation Forest):

• Undefined Period (Algorithm Development): The Isolation Forest algorithm is explicitly developed for anomaly detection using binary decision trees. It is designed to isolate outliers by measuring how quickly data points can be separated through random partitions, assigning higher anomaly scores to points requiring fewer splits.
• Undefined Period (DEA’s Adoption): The Drug Enforcement Administration (DEA) adopts Isolation Forest technology, finding it “irresistible” because it bypasses the complexities of actual medical evaluation. This marks a “fundamental shift” in how federal agencies approach medical regulation, moving from traditional drug enforcement (pill mills, street dealers) to algorithm-driven targeting.

Ongoing (DEA’s Algorithmic Surveillance System in Operation):

• Continuous (Data Collection): Every prescription filled in America generates multiple data points that flow into federal databases. Over 50 risk factors are tracked, creating a “comprehensive digital fingerprint” of each physician’s practice.
• Real-time (Algorithmic Processing): Isolation Forest algorithms continuously process this prescription data, generating and updating anomaly scores in real-time. Physicians cross algorithmic thresholds without their knowledge, placing them under surveillance.
• Triggering Investigations: High anomaly scores from the algorithms trigger DEA investigations. These often begin with covert surveillance, the use of undercover patients, and financial analysis, with the algorithms acting as a “prescreening system.”
• Prosecution Phase: During trials, government experts use the anomaly scores as evidence, attempting to demonstrate “criminal intent” (mens rea) by transforming statistical outliers into proof of culpability.
• Impact on Physicians (Ongoing): Physicians like Dr. L. Joseph Parker, MD, are prosecuted based on these algorithms. Doctors treating complex cases, serving underserved populations, or practicing in resource-limited regions are particularly vulnerable to generating high anomaly scores due to their deviation from the “algorithmic mean,” not necessarily due to criminal intent. This system is characterized as the “industrialization of physician persecution.”

Cast of Characters

• Dr. L. Joseph Parker, MD: A physician who is explicitly mentioned as being prosecuted based on the Isolation Forest algorithm. His case serves as an example of how the DEA’s algorithm-driven approach impacts medical professionals.
• Richard Korherr: “Inspekteur fur Statistik” of the SS during the Nazi era. He was responsible for producing a report on the “Final Solution of the Jewish Question in Europe.” His inclusion highlights a historical precedent for the use of data for state-sanctioned actions, drawing a parallel to the “medical persecution” described in the sources.
• Drug Enforcement Administration (DEA): A federal agency that has adopted and deploys the Isolation Forest algorithm. The DEA is presented as the primary entity responsible for the “algorithmic legal plunder” and “hidden tyranny of code and complexity” in medical regulation, shifting its focus from traditional drug enforcement to targeting physicians based on statistical deviation.
• Government Experts: Individuals who testify during trials, using anomaly scores generated by the Isolation Forest algorithm to argue that statistical outliers demonstrate criminal intent (mens rea) on the part of physicians.
• Physicians (General): The broader group of medical professionals targeted by the DEA’s algorithmic surveillance. This includes those treating unusually complex cases, serving underserved populations, or practicing in regions with limited medical resources, who are identified as vulnerable to being flagged as suspicious due to their deviation from algorithmic norms.