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
Due to the stringent regulatory environment for therapeutics, common side-effects of drugs in the general population are largely well-documented. This is however less the case with certain patient subgroups who may exhibit significant adverse responses to therapeutics that are otherwise well-tolerated. We report a case of psychosis induced by exposure to a commonly prescribed drug to treat muscle spasms and associated pain cyclobenzaprine (Flexeril®). Cyclobenzaprine is structurally very similar to tricyclic anti-depressants, such as amyltriptine. While it is well known that agitation caused by cyclobenzaprine is not an uncommon occurrence in the elderly, there have also been sporadic reports of significant psychosis in association with the use of cyclobenzaprine in younger patients. We report a case of reversible mania in a susceptible 44-year-old patient with a lengthy history of mild borderline personality and bipolar disorder. Shortly after being treated with cyclobenzaprine for pain due to a minor injury, this patient exhibited significant signs of mania although these signs were readily reversible upon termination of the treatment with cyclobenzaprine. The patient's severe adverse reaction to this normally innocuous drug adds weight to the notion that there is reason for caution with its prescription for potentially susceptible patient subgroups.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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