Comorbilidad entre el distrés psicológico y abuso/dependencia de drogas, ciudad de Guatemala - Guatemala
Bibliographic record
Abstract
El objetivo del estudio fue investigar la prevalencia de distrés psicológico en pacientes atendidos en centros especializados en alcohol y drogas en la Ciudad de Guatemala. Es un estudio transversal con 91 pacientes mayores de 18 años atendidos en el Centro de Tratamiento de la Secretaria Ejecutiva de la Comisión contra las Adicciones y el Trafico Ilícito de Drogas, y en Casa Hogar Jireh. Se aplicó un cuestionario adaptado del formulario de la EULAC-CICAD para caracterizar a los participantes. La escala de Kessler-10 se aplico para detención de distrés psicológico. Los resultados muestran que 68% de la muestra total tenían entre 18 y 39 años, la edad promedio es 44. El 95.6% eran hombres. Refieren diagnostico previo (32.9%), relacionado con ansiedad en 2.4%, depresión en 3.3%, esquizofrenia en 4.4%, y trastorno bipolar en 4.4%. Presentan diagnostico actual de salud mental 17.58%. Conclui-se que El K-10 indica que 31.87% tienen niveles severos el 39.56% muy severo de distrés psicológico (71.43%). Datos sensibles a ansiedad y depresión, son similares a los reportados en otros estudios internacionales.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".