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Record W2910999667

Health and Other Unassailable Values: Reconfigurations of Health, Evidence and Ethics

2016· book· en· W2910999667 on OpenAlexaff
Kirsten Bell

Bibliographic record

Venuenot available
Typebook
Languageen
FieldHealth Professions
TopicObesity and Health Practices
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPublic healthValue (mathematics)Public relationsLegislationPolitical scienceSociologyEnvironmental ethicsMedicineSocial sciencePsychologyLawNursing
DOInot available

Abstract

fetched live from OpenAlex

Health and Other Unassailable Values sets out to examine health as a core cultural value. Taking ‘health’, ‘evidence’ and ‘ethics’ as her primary themes, Bell explores the edifice that underpins contemporary conceptions of health and the transformations in how we understand it, assess it and enact it. Although health, evidence and ethics have always been important values, she demonstrates that the grounds upon which they are grasped today are radically different from how they were formulated in the past. Divided into three parts, Part I focuses on the rise of epidemiology, Part II examines the emergence of evidence-based medicine, and Part III explores the broader ethical turn in health and medicine. Through an examination of core concepts including health behaviour, the randomised controlled trial, informed consent and human rights, Bell illustrates the ways in which certain entrenched ideas and assumptions about how human beings think and act recur across a variety of settings. An array of topical case studies, including cigarette packaging legislation, the incorporation of male circumcision as an HIV prevention tool, cancer screening technologies and e-cigarettes, ground the arguments presented. Written in a clear and engaging style, this volume will be of interest to a wide range of scholars and students, especially those in medical anthropology, medical sociology and public health. Clear chapter delineations make the work easy to engage with at the individual chapter level as well as a whole.

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.

How this classification was reachedexpand

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)0.010
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science 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: Other · Consensus signal: Other
Teacher disagreement score0.169
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.002
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 science0.0000.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.356
GPT teacher head0.539
Teacher spread0.183 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations17
Published2016
Admission routes1
Has abstractyes

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