American Medical Association

professional association

American Medical Association

Industry Health

A national physician professional association whose ethics code condemns unreasonable restraint while still giving physicians professional permission to order involuntary chemical or physical restraint. American Medical Association remains weak because of documented human harm, person-dependent governance, and coercive violence, even where the product or service has practical value.

Why this matters: AMA ethics is a major professional legitimacy layer for medicine; its restraint exceptions help normalize bodily coercion in hospitals and psychiatric settings where patients have weak practical power.

Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1

Final Score 6* D - Extractive

* Tentative scaffolding score. Not human-checked or final.

Base Material29
Bonus+0
Cap41Ownership <= 4 and Governance <= 4
After Cap29
Penalties-23
G
Private Government badge

American Medical Association receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $922K on public policy issues.

Evidence: [15]

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Evaluation Overview

D - Extractive

The score turns mainly on Ownership, with the largest penalty coming from Human Harm.

Strengths

  • Ownership4/10
  • Governance4/10
  • Extraction4/10

Penalties

  • Human Harm-6
  • Policy Capture-6
  • Reversibility-5
  • Coercive Violence-4

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessPartial (AI)
  • Linked claims15
  • Direct axis claims14
  • Coverage14/14

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
4 / 10

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 110 scored entries below, 7 tied, 109 above on Ownership.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • The American Medical Association is a professional physician association, so institutional authority is held through physician membership and association governance rather than by patients affected by medical rules. [3]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
4 / 10

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 108 scored entries below, 18 tied, 100 above on Governance.

Uncertainty
  • Priority page: add more axis-specific research over time to make the comparative placement harder to dispute.
Linked evidence
  • The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
4 / 10

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 62 scored entries below, 32 tied, 132 above on Extraction.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • AMA professional authority creates value through medical ethics and policy infrastructure, but that authority can extract legitimacy from patients when contested coercive practices are defined by physicians rather than affected people. [4]
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.
3 / 7

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 45 scored entries below, 66 tied, 115 above on Labor Sovereignty.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • The AMA restraint ethics record concerns physician authority over patient bodies, not worker or patient sovereignty over the institutional conditions in which restraint is ordered. [5]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
2 / 7

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 31 scored entries below, 49 tied, 146 above on Solidarity with the Unemployed.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • AMA policy and ethics work can improve medical standards, but the sourced record does not show a structure specifically protecting people without employment, insurance, or professional power. [6]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
3 / 7

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 48 scored entries below, 39 tied, 139 above on Loss-Bearing Fidelity.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • AMA ethics limits restraint in principle while still permitting physician-ordered chemical or physical restraint in danger-framed situations, leaving patients to bear serious bodily-risk costs when the system fails. [7]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
3 / 5

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 54 scored entries below, 51 tied, 121 above on Market Conduct.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • The AMA combines professional standard-setting with documented healthcare lobbying, making its market conduct partly a private professional influence over public medical rules. [8]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 37 scored entries below, 23 tied, 166 above on Product Integrity.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • The AMA provides useful professional ethics and medical-policy infrastructure, but product integrity is compromised where that infrastructure legitimates coercive restraint instead of being controlled by affected patients. [9]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
3 / 5

The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Calibration notes

Comparative anchor: Column-spectrum position: 50 scored entries below, 58 tied, 118 above on Scale Integrity.

Linked evidence
  • context The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders. [1]
  • context AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
  • Because AMA ethics and lobbying influence medicine at national scale, any weakness in patient control over coercive rules is magnified across hospitals, physicians, and public policy. [10]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

AMA professional ethics restricts restraint but remains a physician-governed professional framework rather than direct patient or survivor control over institutional coercion rules.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 95 tied, 131 above on Reversibility.

Linked evidence
  • AMA professional ethics restricts restraint but remains a physician-governed professional framework rather than direct patient or survivor control over institutional coercion rules. [11]
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-6

AMA ethics allows physician-ordered chemical or physical restraint in specified cases, creating professional legitimacy for bodily coercion in institutions where restraint and forced drugging are vulnerable to overuse, abuse, and post-hoc justification.

Calibration notes

Comparative anchor: Column-spectrum position: 39 scored entries below, 1 tied, 186 above on Human Harm.

Linked evidence
  • AMA ethics allows physician-ordered chemical or physical restraint in specified cases, creating professional legitimacy for bodily coercion in institutions where restraint and forced drugging are vulnerable to overuse, abuse, and post-hoc justification. [12]
Coercive Violence
?
Direct or institutionally enabled killing, torture, detention abuse, armed repression, forced displacement, violent domination, or nonconsensual crisis-line emergency escalation that exposes callers to confinement or force. Range: -30 to 0.
-4

AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in…

Calibration notes

Comparative anchor: Column-spectrum position: 15 scored entries below, 2 tied, 209 above on Coercive Violence.

Linked evidence
  • AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse. [2]
Policy Capture
?
Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.
-6

OpenLobby records AMERICAN MEDICAL ASSOCIATION lobbying on healthcare with about $922K in spending across 14 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Linked evidence
  • OpenLobby records AMERICAN MEDICAL ASSOCIATION lobbying on healthcare with about $922K in spending across 14 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [14]
Ideological Disavowal
?
Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.
-2

American Medical Association's public framing is assessed as ideological-disavowal evidence because American Medical Association exercises meaningful institutional or cultural power while…

Calibration notes

Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological.

Uncertainty
  • This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions.
Linked evidence
  • American Medical Association's public framing is assessed as ideological-disavowal evidence because American Medical Association exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. [13]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

High 82/100

14 verified linked claims 14 direct axis claims 0 disputed claims 14/14 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 14/20

14 verified linked claims

Source quality 16/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

14 direct claims across 14 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 10/10

14/14 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh confidence (AI)
ThoroughnessPartial (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.
1The AMA Code of Medical Ethics is an authoritative physician ethics framework interpreted by AMA governance structures rather than by affected patients as binding democratic stakeholders.

Governance Verified Medium confidence Human-reviewed

2AMA ethics formally recognizes a right against unreasonable bodily restraint, but it still gives physicians professional permission to order involuntary chemical or physical restraint in danger-framed situations; in institutions where patients have little practical power, that exception can legitimize coercive practices that are vulnerable to overuse and abuse.

Coercive Violence Verified High confidence Human-reviewed

3The American Medical Association is a professional physician association, so institutional authority is held through physician membership and association governance rather than by patients affected by medical rules.

Ownership Verified Medium confidence Human-reviewed

4AMA professional authority creates value through medical ethics and policy infrastructure, but that authority can extract legitimacy from patients when contested coercive practices are defined by physicians rather than affected people.

Extraction Verified Medium confidence Human-reviewed

5The AMA restraint ethics record concerns physician authority over patient bodies, not worker or patient sovereignty over the institutional conditions in which restraint is ordered.

Labor Sovereignty Verified Medium confidence Human-reviewed

6AMA policy and ethics work can improve medical standards, but the sourced record does not show a structure specifically protecting people without employment, insurance, or professional power.

Solidarity Unemployed Verified Medium confidence Human-reviewed

7AMA ethics limits restraint in principle while still permitting physician-ordered chemical or physical restraint in danger-framed situations, leaving patients to bear serious bodily-risk costs when the system fails.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed

8The AMA combines professional standard-setting with documented healthcare lobbying, making its market conduct partly a private professional influence over public medical rules.

Market Conduct Verified Medium confidence Human-reviewed

9The AMA provides useful professional ethics and medical-policy infrastructure, but product integrity is compromised where that infrastructure legitimates coercive restraint instead of being controlled by affected patients.

Product Integrity Verified Medium confidence Human-reviewed

10Because AMA ethics and lobbying influence medicine at national scale, any weakness in patient control over coercive rules is magnified across hospitals, physicians, and public policy.

Scale Integrity Verified Medium confidence Human-reviewed

11AMA professional ethics restricts restraint but remains a physician-governed professional framework rather than direct patient or survivor control over institutional coercion rules.

Reversibility Verified Medium confidence Human-reviewed

12AMA ethics allows physician-ordered chemical or physical restraint in specified cases, creating professional legitimacy for bodily coercion in institutions where restraint and forced drugging are vulnerable to overuse, abuse, and post-hoc justification.

Human Harm Verified Medium confidence Human-reviewed

13American Medical Association's public framing is assessed as ideological-disavowal evidence because American Medical Association exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

AI scaffold

14OpenLobby records AMERICAN MEDICAL ASSOCIATION lobbying on healthcare with about $922K in spending across 14 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Policy Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

15American Medical Association receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $922K on public policy issues.

Private Government Verified Medium confidence AI-generated / human-pending

AI scaffold

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