Maltrato durante la niñez asociado al uso y abuso de drogas En estudiantes en una universidad de León, Nicaragua
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
Investigación exploratoria que pretendió examinar la asociación entre el maltrato durante la niñez y el uso y abuso de drogas entre los estudiantes de una Universidad en León, Nicaragua. Mediante la aplicación de un cuestionario auto-administrado se obtuvo que el 51.6% de los participantes eran de sexo femenino y el 95.6% se encontraban en las edades de 18 y 24 años. El 22.8% tuvo la percepción de haber sido maltratados durante su infancia. Un 9.0% reportó abuso sexual, en su mayoría del sexo femenino. El 50% habían consumido algún tipo de droga (licita/ilícita) alguna vez en su vida. Mediante un análisis del Chi Cuadrado se encontró que el abuso sexual está relacionado con el uso de drogas significativamente (χ12=7.49) (p=0.00).
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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 | 0.002 |
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