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Ranked shortlist · 10 of 22 specialist health care

Best specialist health care in León de los Aldama

The 10 most notable specialist health care in León de los Aldama, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.

  1. 1

    Dermatological Clinic AltaDERMA

    Blvd. Juan Alonso de Torres Ote. 2211

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 1.390, percentile 100 of 22

  2. 2

    Clínica Ortopro

    C. Cholula 408

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.321, percentile 95.24 of 22

  3. 3

    Dr. Antonio Guapo Mendoza

    Roma 1001

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.281, percentile 90.48 of 22

  4. 4

    DRA. PATRICIA VALDES LANDRUM

    JUAN ALONSO DE TORRES #512

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.171, percentile 85.71 of 22

  5. 5

    Dr. Ignacio Vázquez Villalón

    Calle 20 De Enero 510 4

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.171, percentile 80.95 of 22

  6. 6

    Dra. Herlinda Valdés Escobedo

    Blvd La Luz 5235 6

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.171, percentile 76.19 of 22

  7. 7

    Pro-Clinic Pies Saludables

    C. Wagner 327

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 1.157, percentile 71.43 of 22

  8. 8

    Urólogo en Leon

    Hospital la luz, C. Héroes de la Independencia no.1913-consultorio 105

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 1.026, percentile 66.67 of 22

  9. 9

    Audiemus

    Av. León 305

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 1.011, percentile 61.9 of 22

  10. 10

    Centro Oncológico del Bajío

    Calle Roma 1001

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.995, percentile 57.14 of 22

How this list is made

Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:

attestation by independent providers
+0.35
record completeness (website, phone, address)
+0.25
Overture existence confidence
+0.20
Michelin designation (Wikidata, CC0)
+0.40
brand fame (Wikidata sitelinks)
−0.15
same-name chain collision
−0.30

Curation quality, not popularity: how well attested and how complete a record is.

No licensable popularity signal; this ranks curation quality, not taste

Independent check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.

The catalogue carries no rating, review count, price or opening hours, so this file has none.

Nobody paid for placement: no ads, no sponsored results, no ratings for sale.

Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).