{"city":{"slug":"kuala-lumpur-my","name":"Kuala Lumpur","country":"MY","country_name":"Malaysia"},"category":{"key":"medical_service","label":"Medical Service","phrase":"medical services","family":"health_care"},"candidates":13,"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.","generated":"2026-10-21","places":[{"rank":1,"place_id":"gers:76efba6e-c930-4e88-89db-e94bcc084802","name":"Klinik dan Surgeri Vital Life","category":"medical_service","address":"Kepong baru, 25, Jalan Ambong","sources":["meta","overture"],"providers":2,"confidence":0.98,"website":true,"phone":true,"michelin":false,"score":2.339,"percentile":100},{"rank":2,"place_id":"gers:d7fb5bd3-c29e-47a1-b2ef-5ed288a11264","name":"Qualitas United Health Clinic","category":"medical_service","address":"G-02, Residensi Henge Jalan Metro Perdana Barat Taman Metropolitan","sources":["meta","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.211,"percentile":91.67},{"rank":3,"place_id":"gers:2eab13d8-f8b3-40cb-a1b7-581baeb0a0e3","name":"Olive & Dove Confinement Care","category":"medical_service","address":"Invito Hotel & Residences, 5, Jalan Kerinchi","sources":["meta","overture"],"providers":2,"confidence":0.965,"website":true,"phone":true,"michelin":false,"score":2.204,"percentile":83.33},{"rank":4,"place_id":"gers:240cdc27-fb95-4e64-9e8d-f3f5804585a4","name":"Ceragem Danau Kota","category":"medical_service","address":"30A, Jalan 4/23b","sources":["meta","overture"],"providers":2,"confidence":0.962,"website":true,"phone":true,"michelin":false,"score":2.185,"percentile":75},{"rank":5,"place_id":"gers:9c765b6f-72ce-41ff-ade0-4212afaf92e1","name":"Agensi Pekerjaan Venture Provision","category":"medical_service","address":"16, Jalan Kuchai Maju 1","sources":["meta","overture"],"providers":2,"confidence":0.954,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":66.67},{"rank":6,"place_id":"gers:733f8bc9-149c-4c8f-94c5-da1e6ade3fd9","name":"Care Concierge","category":"medical_service","address":"Block A, Jaya One, A-1-5, 72A, Jln Profesor Diraja Ungku Aziz","sources":["microsoft","overture"],"providers":2,"confidence":0.942,"website":true,"phone":true,"michelin":false,"score":2.01,"percentile":58.33},{"rank":7,"place_id":"gers:57db16eb-42a8-43f9-88ce-cdf855d9306f","name":"HOI Insurance & Takaful - MyEG UTC KL","category":"medical_service","address":"T2-K2, Bangunan UTC, Pudu Sentral","sources":["microsoft","overture"],"providers":2,"confidence":0.933,"website":true,"phone":true,"michelin":false,"score":1.926,"percentile":50},{"rank":8,"place_id":"gers:68cb67c8-1bf5-4a7d-82ba-35dc5f6d21ca","name":"Sommerfield Homes","category":"medical_service","address":"1, Lorong Bukit Pantai 8","sources":["meta","overture"],"providers":2,"confidence":0.919,"website":true,"phone":true,"michelin":false,"score":1.809,"percentile":41.67},{"rank":9,"place_id":"gers:d07d1e28-10ce-4809-b0f3-f5f92da7e5d5","name":"KL International TCM Medical Center","category":"medical_service","address":"18, Jalan Radin Bagus 6","sources":["meta","overture"],"providers":2,"confidence":0.91,"website":true,"phone":true,"michelin":false,"score":1.727,"percentile":33.33},{"rank":10,"place_id":"gers:205d87e2-9103-443d-86bc-71d00d81f95b","name":"Dr. Kyo Clinic","category":"medical_service","address":"13-1, The Boulevard Mid Valley City, Lingkaran Syed Putra","sources":["meta","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":1.33,"percentile":25}]}