MétaCan
Menu
Back to cohort
Record W4408945310 · doi:10.1177/00961442251325201

Neurasthenia and the Modern City: Genealogical Speculations on Capitalism-Urged Anxiety, Stress, and Suicide in North America, 1890–1920

2025· article· en· W4408945310 on OpenAlexaff
Phillip Gordon Mackintosh

Bibliographic record

VenueJournal of Urban History · 2025
Typearticle
Languageen
FieldPsychology
TopicAcademic and Historical Perspectives in Psychology
Canadian institutionsBrock University
Fundersnot available
KeywordsNeurastheniaAnxietyCapitalismCriminologyHistoryPsychiatryEconomic historySociologyPsychologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

The mental health of turn-of-the-twentieth-century urban North Americans declined under the predations and indifference of laissez-faire capitalism—so much so that physician George Beard associated the emergence of a new and modern “nervousness” with a novel “American” disease: neurasthenia. Neither new nor particularly American neurasthenia did, however, give psychiatric and cultural geographic shape to the pyroclastic eruption of stress in modern urban circumstances. Neurasthenic anxiety had fatal consequences: for many this meant suicide—which reached pandemic proportions by 1900. Here, we encounter an agony we know little about: the suicide club, which affected not just North America but the Western world from Russia west to Hawaii. Does this earlier neurasthenia resonate genealogically in our own late-capitalist, neoliberal, and neo-Victorian anxieties?

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.302
Threshold uncertainty score0.486

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.022
GPT teacher head0.286
Teacher spread0.264 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Urban HistorySame topicAcademic and Historical Perspectives in PsychologyFrench-language works237,207