{"city":{"slug":"manaus-br","name":"Manaus","country":"BR","country_name":"Brazil"},"category":{"key":"surgery","label":"Surgery","phrase":"medical practices","family":"health_care"},"candidates":27,"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:4225b3ea-46a0-4929-9fbd-2eaacffa7735","name":"Dr. Marcio Fernandes","category":"surgery","address":"Edifício The Office - Av. Mário Ypiranga, 315 - Sl 914 e 915","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":1.368,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:e8372d89-c02c-45c6-8cee-8c5870f0f044","name":"Dr. Renato Gallo","category":"surgery","address":"Tv. Barcelona, 102","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":1.325,"percentile":96.15,"photo":null,"transit":null},{"rank":3,"place_id":"gers:7c34b31a-8efe-415a-8f3a-785f31a99afb","name":"Day Hospital Vieiralves","category":"surgery","address":"Rua Rio Amapá, 124","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":1.31,"percentile":92.31,"photo":null,"transit":null},{"rank":4,"place_id":"gers:ca426c8e-05d7-4998-bbe3-53d5fd394193","name":"Clínica Dr. Jorge Cabral Neto","category":"surgery","address":"End. Av. Mario Ypiranga 410 Adrianópolis Contato: (92) 4101-9144 / 98127-1010 / 99447-4667","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":1.306,"percentile":88.46,"photo":null,"transit":null},{"rank":5,"place_id":"gers:5b6b4ae4-697f-456a-9321-d0e1778dc5cd","name":"Clínica Tamayo Hermida","category":"surgery","address":"Av. Dr. Theomario Pinto da Costa, 811","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":1.305,"percentile":84.62,"photo":null,"transit":null},{"rank":6,"place_id":"gers:722b83b2-0beb-44f5-bb39-d872dd971022","name":"Oralfix","category":"surgery","address":"Av. Autaz Mirim, 5872","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":1.293,"percentile":80.77,"photo":null,"transit":null},{"rank":7,"place_id":"gers:6c6b106d-329a-449b-93c1-e45acca0d130","name":"Dr. Elizeu Lavor","category":"surgery","address":"R. Rio Jutaí, 20","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":1.289,"percentile":76.92,"photo":null,"transit":null},{"rank":8,"place_id":"gers:86fa3a31-9520-438f-a910-fb33e702e846","name":"OC Clinic","category":"surgery","address":"Ed.The Office - Av. Mário Ypiranga, 315 - Sl 1406","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":1.266,"percentile":73.08,"photo":null,"transit":null},{"rank":9,"place_id":"gers:8c67d7b4-83db-4502-bba1-f65b7fe145e6","name":"Dra. Gláucia Pontes","category":"surgery","address":"Av. Gov. José Lindoso, nº 1950","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":1.246,"percentile":69.23,"photo":null,"transit":null},{"rank":10,"place_id":"gers:6367af92-c4b1-4844-ba30-dba1bfafd817","name":"Dra. Priscilla Chang - Cirurgia Plastica","category":"surgery","address":"Britannia Park Offices - Torre Stamford, Av. Coronel Teixeira, 6225 - 1o andar - Sala 112","sources":["meta","overture"],"providers":2,"confidence":0.974,"website":true,"phone":true,"michelin":false,"score":1.208,"percentile":65.38,"photo":null,"transit":null}]}