Broader / loose matches

When you scroll to the end of a strict result list, a third bucket auto-loads with the same primary filter but everything else relaxed. This is the loose tail.

The loose-matches divider with a few cards below

Why it exists

Strict searches with tight filters and the default "currently recruiting, registered in the last 7 years" cap can return surprisingly little. A patient looking for "first-line EGFR-positive NSCLC trials in Mumbai with osimertinib, Phase 3, recruiting" can easily hit zero. Loose mode keeps you from leaving empty-handed.

What gets relaxed

Loose mode keeps only the highest-priority filter dimension in this fixed order, then drops the rest plus location and the tight defaults:

cancer_site > cancer_subtype > biomarker_required > drug_name > drug_class >
treatment_category > biomarker_expression > line_of_therapy > disease_stage > …

So for the example above (cancer_subtype=nsclc_adenocarcinoma + biomarker_required=EGFR + drug_name=osimertinib + city=Mumbai + line=first_line), the loose tail keeps cancer_subtype=nsclc_adenocarcinoma only, drops everything else, drops the recruiting-only + 7-year-recency + open-site defaults, and asks the database "show me any NSCLC adenocarcinoma trials we have".

Treatment intent stays — patients here are looking for treatment trials, not screening or observational. "Broader, not off-topic."

No repeats

Trials shown in the strict buckets above are never repeated in the loose tail. The frontend sends every shown registry ID as an exclude list; the backend filters them out. So the loose section is purely additive.

When you won't see it

  • You have no filters set. Loose == strict; nothing to relax.
  • Your only filter is already the highest-priority dimension and you have no location / free-text. Same reason.
  • The strict result is small enough to fit on one page in Advanced Search — the trigger fires only on the last page.
  • You're in the Guided chat variant. Guided is intake → hand-off; results live in Advanced Search where the loose tail will appear.