Características del policonsumo simultáneo de drogas en estudiantes de pregrado de carreras de ciencias de la salud de una universidad, Santiago - Chile
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Estudio transversal cuyo objetivo fue establecer los patrones de policonsumo simultáneo de drogas en estudiantes universitarios de pregrado de carreras de medicina y enfermería, en una universidad de la ciudad de Santiago - Chile. Contó con una muestra de 188 estudiantes. Resultados: 42.3% de los estudiantes refirieron policonsumo simultáneo; edad promedio de inicio 16 años; combinaciones más comunes fueron alcohol + tabaco + marihuana y tabaco + alcohol + drogas de prescripción. Aprenden de las combinaciones de drogas a través de amigos, consumen en grupos mixtos, fuera de la universidad (clubes nocturnos) y lo hacen para relajarse o disfrutar de la compañía de amigos. Es fundamental desarrollar estrategias integrales si se desea contribuir a mejorar la salud de esta población de jóvenes, quienes estarán a cargo de la salud de las generaciones futuras.
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.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it