Malestar psicológico, disfunción familiar, maltrato de estudiantes durante la niñez en una universidad privada de Bogotá, Colombia
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 derivado de una investigación exploratoria, correlacional-descriptiva, que estudió retrospectivamente el maltrato durante la infancia y su posible relación con el uso de sustancias psicoactivantes entre estudiantes universitarios. El maltrato infantil auto-reportado se evaluó mediante el Cuestionario de Experiencias Adversas Durante la Niñez, y para evaluar la disfunción familiar y el malestar psicológico (distress) se aplicó la Escala de Kessler (K10) a 302 estudiantes. Los principales indicadores de maltrato infantil fueron: negligencia =18,2%; maltrato emocional =17.9%; maltrato físico =13.6%; abuso sexual =2.0%. Otros indicadores relevantes fueron: madre/cuidadora agredida, 9.3%; madre/cuidadora golpeada repetidamente por al menos algunos minutos, 5.3%; y madre/cuidadora herida con arma blanca o de fuego, 3.6%. Se concluye que existe relación entre el "abuso emocional y el "abuso físico", y entre el "abuso emocional" y la "disfunción familiar" así como la detección de violencia de género en familias según estrato socioeconómico.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
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