{"city":{"slug":"karachi-pk","name":"Karachi","country":"PK","country_name":"Pakistan"},"category":{"key":"hospital","label":"Hospital","phrase":"hospitals","family":"health_care"},"candidates":188,"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:a428681d-63fe-409c-a941-27e4a2fb6433","name":"Dr Ziauddin Hospital Clifton Campus","category":"hospital","address":"4/B Shahrah-e-Ghalib Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.46,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:4bdccf91-fb5e-4af3-aeb8-f9d4b3893ef7","name":"Children's Hospital Karachi","category":"hospital","address":"2 Street No. 2","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.377,"percentile":99.47,"photo":null,"transit":null},{"rank":3,"place_id":"gers:d59d9fc7-a374-43ef-b628-b93278c33183","name":"Pak International Hospital","category":"hospital","address":"39-C, 22nd, East St","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.376,"percentile":98.93,"photo":null,"transit":null},{"rank":4,"place_id":"gers:c9a77623-efe6-4bdf-981f-b59e868ce76f","name":"Memon Medical Institute Hospital","category":"hospital","address":"Hyder Buksh، Safoora Chowrangi، Gabol Road","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.375,"percentile":98.4,"photo":null,"transit":null},{"rank":5,"place_id":"gers:361d3264-24f9-4de0-b9ee-1a0cedff6d4d","name":"Hashmanis Hospital","category":"hospital","address":"JM - 75، Off Muhammad Ali Jinnah Rd","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.369,"percentile":97.86,"photo":null,"transit":null},{"rank":6,"place_id":"gers:72715ed9-8fb2-4f9b-8657-19c2c819c342","name":"Rathore Clinic and Diabetic Centre","category":"hospital","address":"، Gizri Flyover","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.367,"percentile":97.33,"photo":null,"transit":null},{"rank":7,"place_id":"gers:a494a358-568c-4822-9c04-0a46416bf09f","name":"British Medical Practice","category":"hospital","address":"39 C Lane 9, Khayaban-e-Muslim","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.366,"percentile":96.79,"photo":null,"transit":null},{"rank":8,"place_id":"gers:cf7d7c47-9f59-454b-91dc-df7e442a1f8d","name":"Altamash General Hospital","category":"hospital","address":"ST-9 A","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.364,"percentile":96.26,"photo":null,"transit":null},{"rank":9,"place_id":"gers:116d70df-d6c6-4be9-a45e-195b7df580ca","name":"Imam Clinic","category":"hospital","address":"5، Star Round About، ST-5","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.355,"percentile":95.72,"photo":null,"transit":null},{"rank":10,"place_id":"gers:d819eb16-1509-496c-b775-79acb4347510","name":"Healthy Tails Animal Hospital","category":"hospital","address":"38C, 38C/2, Lane 8, 2 Lane 8","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.352,"percentile":95.19,"photo":null,"transit":null}]}