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Record W7039485169

From Maintenance to “Recovery”: Mental Health Care and “Necessity” in the Age of Assessment

2019· article· en· W7039485169 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2019
Typearticle
Languageen
FieldEngineering
TopicIPv6, Mobility, Handover, Networks, Security
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthTransformative learningContext (archaeology)Health careEmpathyRepurposingMental illnessOrder (exchange)
DOInot available

Abstract

fetched live from OpenAlex

Community mental health in the US is apparently marked by perpetual revolutions. Case management, evidence-based medicine, neuroscience and more have all been identified as transformative forces that promise to change institutional logics, practices, and outcomes in major ways as they are deployed. The latest to emerge in this context is Recovery. This dissertation critically explores how a mental health program in Chicago called “Hemsworth” has attempted to implement the new treatment philosophy of Recovery. While numerous scholars, policy-makers, and consumers still recognize Recovery as a system-transforming force, I argue that Recovery itself has become a method to advance the knowledge, practices, and priorities of biopsychiatry and audit culture. To highlight this creative repurposing (and domestication) of Recovery I use Jacques Lacan’s discourse theory as a critical lens to ethnographically investigate program life. I begin by examining what is changing in the name of Recovery at Hemsworth, and discover that many of the services created in the name of recovery-oriented care advance a pedagogical-parental relationship that renders madness a problem of knowledge that is to be better accounted for by the consumer-qua-self-manager. I then closely consider other initiatives within public mental health that intersect with Recovery, namely medical necessity and audit-based practices. I demonstrate how these initiatives creatively appropriate the discursive resources of Recovery in order to further advance both neoliberal and biopsychiatric norms, values, and priorities – thus, ensuring that substantive changes to organizational culture do not occur. Perhaps the biggest revolution that Recovery is said to inaugurate is a subjective revolution, an imagining of a new human outfitted with previously unseen forms of agency and insight. At Hemsworth, however, I found a familiar subject that was guided to relate to oneself and others in rather predictable neoliberal and biomedical ways. I conclude with a discussion of anthropology’s interest in finding alternatives to hegemonic biopsychiatric care in the US, and go on to explore a novel mental health treatment program in Canada based on psychoanalytical theory.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.596
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.010
GPT teacher head0.252
Teacher spread0.243 · 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
GenreEmpirical

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

Citations0
Published2019
Admission routes1
Has abstractyes

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