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Record W4223515528 · doi:10.1111/eip.13291

What areas of everyday functioning are affected by theory of mind deficits in recent‐onset schizophrenia spectrum disorders?

2022· article· en· W4223515528 on OpenAlexafffund
Amélie M. Achim, Élisabeth Thibaudeau, Andréanne Huot, Caroline Cellard, Marc‐André Roy

Bibliographic record

VenueEarly Intervention in Psychiatry · 2022
Typearticle
Languageen
FieldMedicine
TopicSchizophrenia research and treatment
Canadian institutionsCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalUniversité LavalInstitut Universitaire en Santé Mentale de QuébecMcGill UniversityDouglas Mental Health University InstituteCentre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean
FundersCanadian Institutes of Health Research
KeywordsSchizophrenia (object-oriented programming)Theory of mindPsychologySchizophrenia spectrumCognitionSocial functioningClinical psychologyPsychiatryPsychosisDevelopmental psychology

Abstract

fetched live from OpenAlex

AIM: Functional recovery is now a recognized treatment goal for schizophrenia. It is therefore important to better understand the cognitive and psychological factors that influence functioning. Theory of mind (ToM) deficits are common in schizophrenia and have been linked to greater impairments in functioning. The current study aimed to identify which specific areas of functioning are linked to ToM in a group of 54 patients with a recent-onset of a schizophrenia spectrum disorder. METHODS: ToM was assessed with the Combined Stories Test (COST). Several areas of functioning were rated based on an extensive semi-structured interviews. RESULTS: Among the different areas of functioning that were examined, ToM showed a significant, positive relationship with ratings for productive activities (e.g. work or school) as well as with collaboration to psychiatric care. CONCLUSION: These results suggest that ToM can impair functioning especially in situations in which patients need to collaborate with others, including the interactions with the clinical team.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.005
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.273
Teacher spread0.262 · 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 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

Citations3
Published2022
Admission routes2
Has abstractyes

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