Implications of Cyberspace Communication: A Role for Physicians
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
Through the presentation of three clinical case reports and subsequent discussion, it is demonstrated that physicians must begin to familiarize themselves with the health-related implications of online communication, and must proactively address Internet use as it relates to health and well-being. Included case presentations highlight the following: the established association between those seeking sexual partners through the Internet and an increased risk for sexually transmitted disease; the implications of cyber-communication for young people and concerns related to unsafe online behaviors including sharing identifying information with strangers; the potential use of strategically constructed virtual identities to facilitate sexual exploitation; the impact of accelerated intimacy and disinhibition evident in online communication; and the invasive nature of Internet sexual harassment or bullying. Although it is recognized that most online activities do not negatively affect health, doctors must be prepared to ask patients about Internet use and become involved in educating children, teenagers, and parents about safe online relationships to promote optimal physical, mental, and social health.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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