{"city":{"slug":"auckland-nz","name":"Auckland","country":"NZ","country_name":"New Zealand"},"category":{"key":"specialized_health_care","label":"Specialized Health Care","phrase":"specialist health care","family":"health_care"},"candidates":50,"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:6014fb82-7e27-4d84-88f9-92f616887e8a","name":"Eastbay Osteo St Heliers","category":"specialized_health_care","address":"132 W Tamaki Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.21,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:77d51cd8-7be5-4c75-a3c3-fa4f26a9861b","name":"Premier Wellness North Shore - Glenfield","category":"specialized_health_care","address":"2/1 View Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.205,"percentile":97.96,"photo":null,"transit":null},{"rank":3,"place_id":"gers:30c52b51-8d04-48b8-8617-1bfccf9a22e2","name":"Canopy Cancer Care","category":"specialized_health_care","address":"98 Mountain Rd","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.204,"percentile":95.92,"photo":null,"transit":null},{"rank":4,"place_id":"gers:54edfcf2-b204-4e24-b249-fc46974675ba","name":"Kingsland Osteo","category":"specialized_health_care","address":"517 New N Rd","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.201,"percentile":93.88,"photo":null,"transit":{"qid":"Q6413261","name":"Kingsland railway station","mode":"rail","distanceM":154}},{"rank":5,"place_id":"gers:101a63e3-9cb5-440c-8457-69c7a5a6950f","name":"Titirangi Osteopathic Clinic","category":"specialized_health_care","address":"402A Titirangi Rd","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.199,"percentile":91.84,"photo":null,"transit":null},{"rank":6,"place_id":"gers:9e097342-592d-47f6-b6c3-22e33c0fd694","name":"Waitakere Health Hub","category":"specialized_health_care","address":"199B Lincoln Rd","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.182,"percentile":89.8,"photo":null,"transit":null},{"rank":7,"place_id":"gers:fedb2a9e-0028-4b2c-9652-30c725700f6f","name":"Norwest Podiatry Clinic - Foot Specialist in Auckland","category":"specialized_health_care","address":"338 Main Road","sources":["microsoft","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.158,"percentile":87.76,"photo":null,"transit":null},{"rank":8,"place_id":"gers:221a0006-486f-4230-8520-36dcca80ddef","name":"Hearing Auckland","category":"specialized_health_care","address":"8 St Vincent Ave","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.157,"percentile":85.71,"photo":null,"transit":null},{"rank":9,"place_id":"gers:4bd2954a-73ef-4225-adf3-e4fa25bdbe4f","name":"Unity Osteopathy","category":"specialized_health_care","address":"301/8 Heather St","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.152,"percentile":83.67,"photo":null,"transit":{"qid":"Q7139320","name":"Parnell railway station","mode":"rail","distanceM":161}},{"rank":10,"place_id":"gers:9c7bfb76-6e63-4d68-a023-dd3d1c1bc95e","name":"Insight Healthcare","category":"specialized_health_care","address":"98A Mokoia Rd","sources":["meta","overture"],"providers":2,"confidence":0.983,"website":true,"phone":true,"michelin":false,"score":2.114,"percentile":81.63,"photo":null,"transit":null}]}