{"city":{"slug":"puebla-mx","name":"Puebla","country":"MX","country_name":"Mexico"},"category":{"key":"specialized_health_care","label":"Specialized Health Care","phrase":"specialist health care","family":"health_care"},"candidates":47,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"microsoft","name":"Microsoft","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"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).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","transit":{"source":"Wikidata","licence":"CC0-1.0","attribution":"Station locations from Wikidata (CC0-1.0).","gate_m":800,"note":"Nearest station, not service: no frequency, timetable or departures."},"generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:b0c5479b-899e-4e0a-9cca-1f6df098d404","name":"Centro Dermatológico Sensorialle","category":"specialized_health_care","address":"Av Zeta del Cochero 403-INT 59","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:d2125b03-1031-402e-8167-ac9e9fb6ba3b","name":"Clínica Dermatológica y Cirugía Estética de Puebla","category":"specialized_health_care","address":"C. 20 Sur 2539","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.299,"percentile":97.83,"photo":null,"transit":null},{"rank":3,"place_id":"gers:6b741623-27e7-4e43-b724-a5eb42b87c3d","name":"Instituto Mexicano de Oncología","category":"specialized_health_care","address":"Calle 3 Sur 3309","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.282,"percentile":95.65,"photo":null,"transit":null},{"rank":4,"place_id":"gers:729e184b-0dd4-423a-8142-27ac3420b1ea","name":"Oncocenter Puebla","category":"specialized_health_care","address":"Cda. 16 Sur 3917","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.224,"percentile":93.48,"photo":null,"transit":null},{"rank":5,"place_id":"gers:00216114-b865-4e22-983b-9413f1817426","name":"Dr. Saúl Sánchez Romero","category":"specialized_health_care","address":"Diagonal Ignacio Zaragoza 4508","sources":["microsoft","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.219,"percentile":91.3,"photo":null,"transit":null},{"rank":6,"place_id":"gers:b3740e98-e10c-4e70-9caa-5493b61408a6","name":"Dr. Marco Antonio Hernández Merino","category":"specialized_health_care","address":"Avenida Juarez 1312 401","sources":["microsoft","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.18,"percentile":89.13,"photo":null,"transit":null},{"rank":7,"place_id":"gers:1fd49d31-f405-4e18-ae53-4b0bb2807b4b","name":"Dr. Edgar H. Herrera Banenelli","category":"specialized_health_care","address":"Blvd Luis Sanchez Ponton 804","sources":["microsoft","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.171,"percentile":86.96,"photo":null,"transit":null},{"rank":8,"place_id":"gers:557c03da-b57d-43f7-8b0e-d4bf2bf41740","name":"Marsu Dermatologia","category":"specialized_health_care","address":"C. 7 Sur 3118","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.169,"percentile":84.78,"photo":null,"transit":null},{"rank":9,"place_id":"gers:dd756617-9b89-4fc3-bc86-b9d30fb3fb91","name":"Centro de Artritis y Reumatismo Narvarte Puebla","category":"specialized_health_care","address":"C. 49 Pte. 921","sources":["meta","overture"],"providers":2,"confidence":0.975,"website":true,"phone":true,"michelin":false,"score":2.142,"percentile":82.61,"photo":null,"transit":null},{"rank":10,"place_id":"gers:82bd7425-138f-42e5-8d7c-aaa0f3bc6f93","name":"cirugia de columna en puebla","category":"specialized_health_care","address":"Priv. de las Ramblas 4-consultorio 624","sources":["meta","overture"],"providers":2,"confidence":0.967,"website":true,"phone":true,"michelin":false,"score":2.087,"percentile":80.43,"photo":null,"transit":null}]}