All committed terms and your current text must match.Personalization stays on this device.
Topics and filtersBrowse source topics or narrow the view
Explore source topics
Choose any topic to narrow the studies. Several selected topics match any of them; all search terms and other filters must also match.
Counts cover loaded records.
Topics appear as studies load.
Narrow this view
Labels and counts come from loaded records. A supplied certainty label is an abstract-based estimate; verify the full text.
Date bounds are inclusive. Ranges require a valid YYYY-MM-DD publication date; missing, year-only and month-only dates are excluded.
Keeps your search text and committed terms. These choices stay in this tab until cleared or reloaded.
Closes this panel and moves to the results; choices stay applied.
Topic counts cover all loaded records, including records outside the current filtered view. Load more to include this browser’s older cache; these are not PubMed-wide totals or evidence-strength ratings.
Saved studies (0)
Save a dated copy on this browser for later review. Your shelf is independent of search and filters. Choose two or three saved studies to compare.
Compare saved snapshots
Studies may use different populations, outcomes, designs and time horizons. Values are shown as supplied; no effect conversion or winner is calculated. Certainty is abstract-based triage, not formal full-text GRADE. Scores and component scales are unverified. Research triage only: review full sources and qualified guidance before care or policy decisions. Potential applications are hypotheses.
Studies to explore
0loadedLatest batch and any loaded cache
0shownAfter your filters
MCDAtriage modelMulti-criteria triage
Loading latest studies… cached results will appear first when available.
No match. Adjust your search terms.
The method
About Impact Signals
Impact Signals scans new PubMed studies, ranks findings for triage, and explains the practical signal in plain English — who may benefit, how strong the evidence looks, what harms or equity issues to check, and which benefit–cost assumptions need verification.
How ranking worksSignal score and MCDA fields are triage aids that weigh relevance, effect, certainty, rigor, equity/harms, implementation, reproducibility, and timeliness when available. Values are supplied by the source service; the scoring scale remains unverified.
What certainty meansCertainty, study design, sample size, risk of bias, funding, conflicts, registration, and replication should be checked before drawing conclusions.
Benefit–cost lensBCR, net-benefit, horizon, and discount-rate fields are assumptions-based unless explicitly source-derived. Treat them as prompts for deeper economic review.
This board is not medical advice, clinical guidance, diagnosis, treatment recommendation, or policy approval. Verify every finding in PubMed or the full text before applying it.