Oncolytics Biotech <sup>®</sup> Inc.: REOLYSIN <sup>®</sup> for Melanoma Therapy
Bibliographic record
Abstract
SUMMARY Oncolytics Biotech® Inc. is focused on the development of oncolytic viruses for use as cancer therapeutics. The Company's lead product, REOLYSIN®, a proprietary formulation of the human reovirus, is in late-stage clinical testing in a range of cancers. REOLYSIN has been utilized in nearly 30 clinical trials including translational, Phase I, Phase II (single arm and randomized) and Phase III studies in a broad range of cancer indications. To date, Oncolytics has been issued more than 370 patents worldwide and has more than 230 pending applications. Issued patent claims pertaining to the reovirus cover: compositions of matter comprising reovirus; pharmaceutical use of reoviruses to treat neoplasia and cellular proliferative diseases and combination therapy with radiation, chemotherapy and/or immune suppressants.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.006 | 0.008 |
| Insufficient payload (model declined to judge) | 0.021 | 0.021 |
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".