Estudio de la comorbilidad entre el distrés psicológico y abuso de drogas en pacientes en centros de tratamiento, ciudad de Panamá - Panamá
Bibliographic record
Abstract
Se trata de un estudio epidemiológico multicéntrico de corte transversal, dirigido a personas en tratamiento por abuso/dependencia de drogas en la República de Panamá. Se estudia la comorbilidad. La muestra consta de 167 internos en 11 Centros de tratamiento. Los datos fueron colectados en un cuestionario, mediante encuesta o entrevista. El 71.3% reportó uso de alcohol, 73.9% cannabis, 62.3% cocaína en polvo, 40.7% crack o piedra, 14.4% pasta base o bazuco. La prevalencia del distrés psicológico es de 49.1% de personas con distrés psicológico leve, y 28.8% de distress psicológico severo y muy severo. Existen evidencias de comorbilidad en la población internada en los Centros de tratamiento por abuso/dependencia de droga en Panamá, ya que 44.1% de los internados por abuso de alcohol, tienen también un diagnóstico de trastornos psiquiátricos y 73% de los internados por consumo de drogas ilícitas también poseen un diagnóstico de trastorno psiquiátrico.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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; both teacher heads agree on what is shown here.
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".