MétaCan
Menu
Back to cohort

Comorbilidad entre abuso/dependencia de drogas y el distrés psicológico, Brasilia - Brasil

2012· article· es· W2003100206 on OpenAlexaff
Edgar Merchán-Hamann, Bruna Brands, Carol Strıke, Robert B. Mann, Akwatu Khenti

Bibliographic record

VenueTexto & Contexto - Enfermagem · 2012
Typearticle
Languagees
FieldSocial Sciences
TopicYouth, Drugs, and Violence
Canadian institutionsCentre for Addiction and Mental Health
Fundersnot available
KeywordsMedicineHumanitiesGynecologyPsychologyArt

Abstract

fetched live from OpenAlex

El objetivo del estudio fue investigar la prevalencia de distrés psicológico en pacientes atendidos en centros públicos especializados en alcohol y drogas en Brasilia, Distrito Federal, Brasil. Es un estudio de prevalencia, en pacientes atendidos en los Centros de Atención Psicosocial - alcohol y drogas. Fue realizado auto-diligenciamiento de un cuestionario, o entrevista en pacientes analfabetos. Fue utilizada la escala K-10 de distrés psicológico. Los resultados muestran que 165 personas participaron, 90% hombres, edad promedio 42.9 (mediana=43). Fue relatado diagnóstico previo de depresión en 40.8% y ansiedad en 37.9%. Hubo diagnóstico actual de depresión y ansiedad en 42.9% y 48.8%, respectivamente. K-10 mostró que 31% tenían niveles severos y ~39% muy severos de distrés. Se concluye que los niveles encontrados de distrés psicológico (severo y muy severo, ~70%), cuya escala es más sensible para ansiedad y depresión, son mayores que los relatados en estudios internacionales.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.336
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0020.002
Scholarly communication0.0010.002
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.006

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 head0.261
GPT teacher head0.469
Teacher spread0.208 · 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; both teacher heads agree on what is shown here.

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
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueTexto & Contexto - EnfermagemSame topicYouth, Drugs, and ViolenceFrench-language works237,207