Cyber Solace: Historicizing an Online Forum for Patients with Depression, 1990-1999
Bibliographic record
Abstract
Alt.support.depression (ASD) was an online forum for patients with depression that operated in the 1990s on the computer network Usenet. At its peak, the forum had an estimated readership of 57,000 and saw upwards of 500 posts a day. Aligning with recent efforts by historians to deinstitutionalize the history of psychiatry, this study traces the emergence of ASD as a new extramural space for mental health care in the 1990s. Its users created a unique therapeutic milieu informed by the consumer-survivor movement and 1990s cyberculture. As ASD grew in size and complexity, its users sought to redesign their forum, opening what had previously been a technological black box. Working by a process of inscription-a concept described by science and technology studies scholar Madeleine Akrich-they created a unique psychiatric constituency whose attitude towards technologies of mental health care was neither submissive nor subversive. Rather, the forum's users developed their own notions of patient empowerment and lay expertise in psychiatry.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".