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Record W2328777853 · doi:10.1177/1363461516635534

Postsocialism, the psy-ences and mental health

2016· review· en· W2328777853 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

VenueTranscultural Psychiatry · 2016
Typereview
Languageen
FieldPsychology
TopicHistorical Psychiatry and Medical Practices
Canadian institutionsMcGill University
Fundersnot available
KeywordsMental healthPsychologyPsychiatryPsychotherapist

Abstract

fetched live from OpenAlex

Over the past decades, the formerly socialist countries of East Central Europe and Eurasia have experienced a range of transformations which bear directly upon the domains of mental health, psychiatry, and psychology. In particular, the disciplines and professions concerned with the human mind, brain, and behavior ("the psy-ences") were strongly affected by sociopolitical changes spanning the state-socialist and postsocialist periods. These disciplines' relationship to the state, their modes of knowledge production, and the epistemic order and subjectivities they contributed to have all undergone dramatic ruptures. In this essay, we trace the literature on these issues across three thematic domains: (a) history and memory; (b) the reform of psychiatry in an era of global mental health; and (c) therapy and self-fashioning. We argue for a closer articulation between the social science and historical literature on socialism and its "posts" and the literature among anthropologists, sociologists, and historians on the sciences of the mind and brain, and we suggest that each of these literatures helps to critically open up and enrich the other.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.762
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.058
GPT teacher head0.430
Teacher spread0.371 · 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