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Record W3184534498 · doi:10.4000/lisa.13088

Potential risks to the National Health Service (NHS) of a Post-Brexit US Trade Deal

2021· article· en· W3184534498 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRevue LISA / LISA e-journal · 2021
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare Systems and Challenges
Canadian institutionsCanadian Institute for International Peace and Security
Fundersnot available
KeywordsBrexitInternational tradePolitical scienceNegotiationPublic administrationEconomicsBusinessLawEuropean union

Abstract

fetched live from OpenAlex

At the very heart of the pro-Brexit narrative, currently supported by Eurosceptic politicians such as Boris Johnson, Michael Gove and David Davis, and Conservative think tanks including the Institute of Economic Affairs and Adam Smith’s Institute, is the belief that breaking European ties will enable Britain to reunite with the Anglosphere and notably its treasured ally, the United States. There are many indications that a post Brexit trade deal is in the pipeline with Donald Trump’s declaration in July 2019 that a “very substantial” trade deal was underway. Moreover, in late November 2019, Jeremy Corbyn contended that Conservatives were negotiating a secret trade deal containing clauses which would open the NHS up to American pharmaceutical companies. The central focus of this paper is thus to examine the likely consequences of a post-Brexit trade deal between the US and the UK and to consider to what extent it could undermine the UK’s ability to provide a free, universal public health service. In particular, it will examine empirical evidence on the impacts that FTAs have already had on access to medicine for countries which have been signatory to bilateral and plurilateral trade deals. Particular country contexts of price regimes for medication will be reviewed. It will also consider other FTA clauses such as public procurement and Investor State Dispute Settlement (ISDS) and their potential to disrupt national governments’ ability to protect public health service provision. Such evidence can then be used to hypothesise about the potential risks for Britain post Brexit.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.652
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.184
GPT teacher head0.464
Teacher spread0.280 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it