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
BACKGROUND: CCI-779 is an analog of the immunosuppressive agent, rapamycin, that has demonstrated activity against melanoma in preclinical models and shown clinical benefit in patients with breast and renal carcinoma. CCI-779 is not immunosuppressive when administered on an intermittent schedule, and its toxicity is modest, consisting of nausea, diarrhea, hypertriglyceridemia, thrombocytopenia, asthenia, and follicular dermatitis. METHODS: The current trial was designed to detect a median time to disease progression of >18 weeks in patients with metastatic melanoma treated with a 250-mg weekly dose of CCI-779 administered intravenously after diphenhydramine premedication. Patients with measurable disease, no more than one previous chemotherapy regimen for metastatic disease, and normal organ function were eligible, and patients with central nervous system involvement, P450-inducing or P450-suppressing drugs, or hypertriglyceridemia were excluded. RESULTS: Thirty-three patients (21 males) were treated, 21 of whom had been treated previously with chemotherapy and/or biologic agents for advanced-stage disease. One patient had a partial response lasting 2 months. The median time to disease progression and overall survival were 10 weeks and 5 months, respectively. Toxicity was mild and predominantly mucocutaneous (stomatitis, diarrhea, and rash). Hyperlipidemia was cumulative and was managed with lipid-lowering agents. CONCLUSIONS: CCI-779 was not sufficiently active in melanoma to warrant further testing as a single agent.
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) | 0.006 | 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 it