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Heuristic editor, no API keyVerdict: Routine1 in 8 cancer cases worldwide are caused by infections, study finds
Score█████░░░░░4.6
VerdictCompetent work. Briefs at most.
The editor's rubric
| Dimension | Level | Weight | What that level means |
|---|---|---|---|
| Leverage | ██░░░ 2 | 15% | Reusable within one subfield (a technique, dataset, or protocol a few groups will adopt). |
| Magnitude | ██░░░ 2 | 20% | Solid incremental gain on a meaningful problem. |
| Evidence | ██░░░ 2 | 20% | Limited: single setting, weak baselines, or an observational association presented as causal. |
| Novelty | ██░░░ 2 | 10% | A new combination of known ideas. |
| Trajectory | ██░░░ 2 | 10% | Some room to improve with obvious engineering. |
| Stakes | ███░░ 3 | 25% | Meaningful benefit to many people within a few years. |
Editor’s rationale
Heuristic triage from title and abstract text only, not a reading of the paper. Cues found: stakes (global scale, major disease). Red flags: no abstract.
How the score was computed
Score█████░░░░░4.6
- Merit
- 3.8 / 10
- Adjusted merit
- 3.9 / 10
- Attention
- 82%
- Freshness
- 22%
- Hacker News points263 (reference 150, via hn, Sep 30, 2026, 11:05 UTC)
- Hacker News comments136 (reference 80, via hn, Sep 30, 2026, 11:05 UTC)