Internet-Based Access to Sexual and Reproductive Health Services Among Colombian Youth: A Cross-Sectional Study
Bibliographic record
Abstract
Introduction: Sexual and reproductive health (SRH) is a sensitive subject, and young people may be unfamiliar with how to access SRH services. In this cross-sectional study, we examined young people's internet use to understand how they accessed SRH clinics in Colombia. This study also explored Colombian youth's interest in online material teaching how to access SRH services. Methods: During August 2019–February 2020, patients aged 10–24 years old presenting at two SRH clinics in Colombia were invited to answer a survey. Chi-square tests were performed to assess possible differences in how participants inquired how to access the clinic according to sociodemographic characteristics. Results: Among the 812 patients who participated, 91.4% were female and the median age was 19 years. To inquire how to access the SRH clinic, 30.7% of participants asked their parent(s) and 24.0% used the internet. Participants aged 20–24 years old were more likely to use the internet compared to younger participants ( p < .001). Most respondents (81.5%) were interested in the availability of online material explaining how to access SRH services. Conclusions: While Colombian youth learned about how to access SRH clinics from several different sources, the vast majority indicated their interest in having access to online materials explaining how to access SRH services.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".