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Record W4409397815 · doi:10.1057/s41292-025-00351-8

Styles of thought in healthcare governance: A situational analysis of English PrEP discourse 2016–2020

2025· article· en· W4409397815 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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBioSocieties · 2025
Typearticle
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of CanadaWellcome Trust
KeywordsDiathesis–stress modelDopamine hypothesis of schizophreniaCorporate governanceHealth careSituational ethicsPsychologyDiscourse analysisMedical tourismDiscursive psychologySociologyPolitical scienceSocial psychologyLinguisticsManagement

Abstract

fetched live from OpenAlex

Attending to competing styles of thought in healthcare controversies may be helpful to critical health scholarship. This article reexamines the debate over the introduction of a new HIV prevention technology in England as a tension between epidemiological and molecular style of thoughts. I argue English HIV services were organised according to an epidemiological style of thought. The introduction of biomedical pre-exposure prophylaxis (PrEP) to the health system brought this rationality into question in ways the English health system was ill-prepared to manage. A situational analysis of English PrEP discourse in the lead up and following NHS-England's 'U-turn' on PrEP illustrates a split along epidemiologically and biomedically informed styles of thought. These networks have their dedicated administrators, experts, activists and ways of thinking about their target population and preferred organisation of HIV services. Though they often collaborate, these two groups have distinct moral and political agendas that relate to their style of thinking. This analysis further nuances existing critical interpretations of the PrEP controversy in England. Beyond England, this debate suggests a potential departure from the conventional biopolitical subject and rationality of advanced liberalism.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.041
Threshold uncertainty score0.255

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.007
GPT teacher head0.304
Teacher spread0.297 · 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