{"city":{"slug":"mexico-city-mx","name":"Mexico City","country":"MX","country_name":"Mexico"},"category":{"key":"vision_or_eye_care_clinic","label":"Vision or Eye Care Clinic","phrase":"eye clinics","family":"health_care"},"candidates":154,"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":"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:75bd1679-ded3-4777-ada9-43cc1c2b5faf","name":"salauno Hamburgo","category":"vision_or_eye_care_clinic","address":"Hamburgo 115","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.373,"percentile":100,"photo":null,"transit":{"qid":"Q3301776","name":"Insurgentes","mode":"metro","distanceM":380}},{"rank":2,"place_id":"gers:314c3e8c-67bb-4999-87fd-f996cbe145be","name":"Optivision LÁSer Polanco","category":"vision_or_eye_care_clinic","address":"AVENIDA EJERCITO NACIONAL MEXICANO 423","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.371,"percentile":99.35,"photo":null,"transit":{"qid":"Q6824672","name":"Polanco","mode":"metro","distanceM":596}},{"rank":3,"place_id":"gers:e450c48d-0aed-4bb0-817e-8af8833b0c92","name":"Salauno Tu Doctor de los Ojos","category":"vision_or_eye_care_clinic","address":"Mérida 204","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.366,"percentile":98.69,"photo":null,"transit":{"qid":"Q6824588","name":"Hospital General","mode":"metro","distanceM":262}},{"rank":4,"place_id":"gers:e7234037-580d-42f0-82be-479b62e8dee6","name":"Sociedad Mexicana de Oftalmología AC","category":"vision_or_eye_care_clinic","address":"Boston 99","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.356,"percentile":98.04,"photo":null,"transit":{"qid":"Q5918521","name":"Insurgentes Sur","mode":"metro","distanceM":748}},{"rank":5,"place_id":"gers:019b820d-ae14-4ba5-ab44-18a07ec98ed3","name":"Centro Integral de Oftalmología","category":"vision_or_eye_care_clinic","address":"Montecito 38, Piso 2 Local 06B, consultorio 7","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.354,"percentile":97.39,"photo":null,"transit":null},{"rank":6,"place_id":"gers:121c9fd6-f5df-4075-87c1-bfd3f6ad3702","name":"Salauno La Villa","category":"vision_or_eye_care_clinic","address":"Calz. de los Misterios 142","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.351,"percentile":96.73,"photo":null,"transit":{"qid":"Q2836136","name":"La Villa-Basílica","mode":"metro","distanceM":314}},{"rank":7,"place_id":"gers:dde95e4a-e04c-466e-9b20-417ebbde72f5","name":"Sanatorio Oftalmologico Merida","category":"vision_or_eye_care_clinic","address":"Chihuahua 71","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.35,"percentile":96.08,"photo":null,"transit":{"qid":"Q6824588","name":"Hospital General","mode":"metro","distanceM":624}},{"rank":8,"place_id":"gers:5ac2012e-e870-4a49-b5a7-a75c47df9e89","name":"salauno Acoxpa","category":"vision_or_eye_care_clinic","address":"Calz Acoxpa 559","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.348,"percentile":95.42,"photo":null,"transit":null},{"rank":9,"place_id":"gers:4e2ca200-25af-4f49-a5cc-43f2881e37e1","name":"Unidad Oftalmologica del Valle","category":"vision_or_eye_care_clinic","address":"Parroquia No. 214 Esq. Búfalo entre Félix Cuevas y José Ma. Rico, Parroquia 214","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.348,"percentile":94.77,"photo":null,"transit":{"qid":"Q5918521","name":"Insurgentes Sur","mode":"metro","distanceM":335}},{"rank":10,"place_id":"gers:c304dcaf-37cf-453d-9e0c-1181eb99140f","name":"salauno Narvarte","category":"vision_or_eye_care_clinic","address":"C. Dr. José María Vértiz 810","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.345,"percentile":94.12,"photo":null,"transit":{"qid":"Q136308175","name":"Etiopía / Plaza de la Transparencia","mode":"rail","distanceM":678}}]}