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Record W4388927312 · doi:10.3389/fpsyt.2023.1241540

Case report: The Circle Game

2023· article· en· W4388927312 on OpenAlexaff
Yu Chen Yue, Graham Glancy

Bibliographic record

VenueFrontiers in Psychiatry · 2023
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsUniversity of TorontoCentre for Addiction and Mental HealthVitalité Health Network
Fundersnot available
KeywordsPsychiatrySchizoaffective disorderPsychologyMental illnessDelusional disorderPsychopathologyMedicineMental healthPsychosis

Abstract

fetched live from OpenAlex

The authors present a rare case of a family in which both the mother, and four decades later the son, committed second-degree murder while suffering from major mental illnesses. The mother had successfully used a mental disorder defence and it was likely that the son who had raised the defence would have qualified also. The mother has a history of adverse childhood experiences. The son had also experienced various severe childhood adversities, though there were no functional impairments, personality dysfunction, suicidality or violent crimes until the onset of treatment-resistant schizoaffective disorder around age 18. His earlier comorbidities included sport-related traumatic brain injuries, sickle cell trait, severe burns, and tardive dyskinesia. His comorbidities around the material time included occasional cannabis use and dementia pugilistica. While awaiting court ruling on criminal responsibility, additional stressors triggered significant deterioration of his schizoaffective disorder and the court found him unfit to stand trial. During rehabilitation, he was severely injured by another accused, which subsequently led to his demise. This case is the first report of intergenerational mental disorder defence and involved almost every facet of criminal forensic psychiatry, which highlights the need for further research on the association between intergenerational ACEs and intergenerational risk for criminal behaviour from a comprehensive and longitudinal perspective.

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)0.000
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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0040.002
Science and technology studies0.0070.003
Scholarly communication0.0030.003
Open science0.0030.004
Research integrity0.0090.006
Insufficient payload (model declined to judge)0.0100.003

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 head0.016
GPT teacher head0.287
Teacher spread0.271 · 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 designCase report
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
Published2023
Admission routes1
Has abstractyes

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