AI LLM USA & UK

The Logit Working Papers present a systematic diagnostic of contemporary health technology assessment beliefs, using AI large language models to interrogate the published literature, guidelines, and institutional practices of HTA agencies, journals, and academic centers. Each paper applies a fixed 24-item measurement instrument to assess whether foundational axioms of representational measurement are endorsed or rejected in practice. The results are reported as endorsement probabilities and normalized logits, providing a transparent, quantitative profile of how deeply false measurement is embedded in decision frameworks.

These papers are not opinion pieces. They are structured audits of belief systems that govern therapy evaluation, access, and pricing. By translating qualitative doctrine into probabilistic measurement diagnostics, the series exposes where arithmetic is routinely applied without measurement, where non-falsifiable constructs are treated as evidence, and where scientifically inadmissible claims are normalized. The purpose is corrective: to document the extent of measurement failure and to establish a replicable baseline against which reform can be evaluated.

UNITED STATES

UNITED STATES ASSESSMENT OVERVIEW
UNITED STATES: COMPLETE SYSTEMIC MEASUREMENT FAILURE IN HEALTH
TECHNOLOGY ASSESSENT

NATIONAL PHARMACEUTICAL COUNCIL (NPC)
UNITED STATES: MEASUREMENT EVASION WITH THE NATIONAL
PHARMACEUTICAL COUNCIL

VETERANS ADMINISTRATION
UNITED STATES: THE ABSENCE OF MEASUREMENT WITH THE VA PHARMACY
BENEFITS MANAGEMENT SERVICES

INSTITUTE FOR CLINIAL AND ECONOMIC REVIEW (ICER)
UNITED STATES: THE INSTITUTE FOR CLINICAL AND ECONOMIC REVIEW AND
THE FAILURE OF FALSE MEASUREMENT FOR REFERENCE CASE HTA CLAIMS

COLLEGES AND SCHOOLS OF PHARMACY
UNITED STATES: THE END OF PHARMACOECONOMICS IN PHARMACY: A SUBJECT WITHOUT
MEASUREMENT CREDIBILITY

ACADEMIC HEALTH TECHNOLOGY ASSESSMENT RESEARCH CENTERS
UNITED STATES: THE US ACADEMIC HTA MEMEPLEX – INSTITUTIONALIZED
ARITHMETIC WITHOUT MEASUREMENT

INTERNATIONAL NETWORK OF AGENCIES FOR HEALTH TECHNOLOGY
ASSESSMENT (INAHTA)
UNITED STATES: INAHTA AND THE ABSENCE OF MEASUREMENT

INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES
RESEARCH (ISPOR)

UNITED STATES: THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS
AND OUTCOMES RESEARCH AS A GUARDIAN OF THE MEMEPLEX OF FALSE
MEASUREMENT

UNITED STATES: ISPOR AND CHEERS 2022 – ENDORSING THE OFFICIAL GUIDE
TO THE ABSENCE OF MEASUREMENT

UNITED STATES: FALSE MEASUREMENT IS NOT GOOD RESEARCH PRACTICE –
AN EPISTEMIC AUDIT OF ISPOR

ACADEMY OF MANAGED CARE PHARMACY (AMCP)
UNITED STATES: THE ACADEMY OF MANAGED CARE PHARMACY ENDORSES
THE MEMEPLEX OF FALSE MEASUREMENT IN HEALTH TECHNOLOGY
ASSESSMENT

TUFTS COST-EFFECTIVENESS DATA BASE

UNITED STATES: TUFTS CEA REGISTRY AND THE ACADEMIC MEMORY PLACE
OF FALSE MEASUREMENT

RTI INTERNATIONAL

UNITED STATES: RTI INTERNATIONAL AND THE INSTITUTIONAL ENDORSEMENT OF MEASUREMENT FAILURE AND NUMERICAL STORYTELLING IN HEALTH TECHNOLOGY ASSESSMENT

HEALTH CARE SYSTEMS

VIZIENT INC
VIZIENT INC AND THE NORMALIZATION OF FALSE MEASURES IN HEALTH
TECHNOLOGY ASSESSMENT FOR MANAGED CARE

KAISER PERMANENTE
KAISER PERMANENTE AND THE ABSENCE OF MEASUREMENT IN THERAPY
IMPACT ASSESSMENT

GEISINGER
GEISINGER HEALTH AND THE NORMALIZATION OF FALSE MEASUREMENT IN
U.S. THERAPY IMPACT ASSESSMENT

INTERMOUNTAIN
INTERMOUNTAIN HEALTH AND THE ENDORSEMENT OF FALSE
MEASUREMENT

JOURNALS

UNITED STATES: PHARMACOECONOMICS AND THE ABSENCE OF MEASUREMENT

UNITED STATES: VALUE IN HEALTH AND THE ABSENCE OF MEASUREMENT