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Record W4399462269 · doi:10.32388/63yujo

The “Mental Health Crisis” and the Non-Being of the Mad

2024· preprint· en· W4399462269 on OpenAlexaff
Jean‐Laurent Domingue, Thomas Foth

Bibliographic record

VenueQeios · 2024
Typepreprint
Languageen
FieldArts and Humanities
TopicMental Health and Psychiatry
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsDignityMental healthPsychiatryPopulationCriminologyPolitical scienceDistressMedicinePsychologyLawEnvironmental healthPsychotherapist

Abstract

fetched live from OpenAlex

In response to state-sanctioned police violence, movements like BLM and calls to “defund” or “abolish the police” suggest that funds currently used to fund the police would be better mobilized for “mental health services,” particularly for historically and presently minoritized peoples. Not only do these calls ignore the role mental “health” services play in neoliberal societies, but they also overlook the historical roots of psychiatry and the role it played in the systematic violence against civilians perpetrated by governments. The incarceration, sterilization, and, in extreme cases, killings of certain parts of a population were often justified in terms of protecting and strengthening the nation, and the productivity, efficiency, and defense of the community, the colony, and the military. Psychiatrists, nationally and internationally, were the “experts” who constructed “madness” and identified “invisible” (genetic) risks, rendering some men and women undesirable, unproductive, dangerous, and, in some cases, not worth living. Nowadays, the dominant discourse on psychiatry in Western societies is that the asylum is an institution of the past, and that we are living in an era of deinstitutionalization of psychiatric asylums. This discourse assumes that we have reached a point where the “mentally ill” have rights and are treated with dignity and exceptional measures are only deployed towards “patients” to protect them or others. The psychiatric system is supposed to help people in distress, but the reality is quite different. In short, psychiatry has always been linked to questions of the life and death of psychiatric patients, defining who was a/normal, which lives deserved to be lived, and which deserved to be forgotten or killed. In our contemporary societies, psychiatry's obsession with a/normality translates into the exclusion and systemic execution of parts of the population, defined as Blacks, Indigenous, the poor, people considered of deviant gender/sexuality, etc. The ontological position of the mad as “non-human” has been the basis of (and continues to legitimize) a scientific psychiatric biopolitical rationality, including the politics of death which infuses it.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0110.033
Scholarly communication0.0080.008
Open science0.0010.010
Research integrity0.0040.010
Insufficient payload (model declined to judge)0.0070.001

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 head0.018
GPT teacher head0.279
Teacher spread0.261 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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
Published2024
Admission routes1
Has abstractyes

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