Changes

              
    

          
          
        
        

            
f
1
{
f
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{
            
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  "author": null,
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  "author": null,
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "a3413c4d-56a0-4d22-99ba-04ba7f6063f0",
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  "creator_user_id": "a3413c4d-56a0-4d22-99ba-04ba7f6063f0",
            
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  "geo-location": "Malawi",
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  "geo-location": "Malawi",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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  "id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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  "isopen": false,
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  "isopen": false,
            
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  "license_title": null,
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  "license_title": null,
            
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  "locked": false,
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  "locked": false,
            
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  "maintainer": "Naomi team",
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  "maintainer": "Naomi team",
            
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  "maintainer_email": "naomi-support@unaids.org",
12
  "maintainer_email": "naomi-support@unaids.org",
            
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  "metadata_created": "2024-10-24T15:13:20.786585",
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  "metadata_created": "2024-10-24T15:13:20.786585",
            
n
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  "metadata_modified": "2024-12-17T08:29:15.642612",
n
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  "metadata_modified": "2025-04-17T12:37:24.813308",
            
15
  "name": "malawi-country-estimates-2025",
15
  "name": "malawi-country-estimates-2025",
            
16
  "notes": "A record of the input data and final HIV estimates.",
16
  "notes": "A record of the input data and final HIV estimates.",
            
17
  "num_resources": 10,
17
  "num_resources": 10,
            
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  "num_tags": 0,
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  "num_tags": 0,
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2019-05-01T07:45:27.380913",
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    "created": "2019-05-01T07:45:27.380913",
            
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    "description": "Ministry of Health for Malawi",
22
    "description": "Ministry of Health for Malawi",
            
23
    "id": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
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    "id": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
            
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    "image_url": 
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    "image_url": 
            
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aceofmalawi.com/wp-content/uploads/2014/05/Malawi2.gif?fit=289%2C300",
25
aceofmalawi.com/wp-content/uploads/2014/05/Malawi2.gif?fit=289%2C300",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "malawi-moh",
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    "name": "malawi-moh",
            
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    "state": "active",
28
    "state": "active",
            
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    "title": "Malawi",
29
    "title": "Malawi",
            
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    "type": "organization"
30
    "type": "organization"
            
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  },
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  },
            
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  "owner_org": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
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  "owner_org": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
            
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  "private": false,
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  "private": false,
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resources": [
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  "resources": [
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2024-10-24T15:13:23.489409",
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      "created": "2024-10-24T15:13:23.489409",
            
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      "datastore_active": true,
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      "datastore_active": true,
            
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      "fork_activity": "",
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      "fork_activity": "",
            
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      "fork_resource": "",
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      "fork_resource": "",
            
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      "format": "GeoJSON",
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      "format": "GeoJSON",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "290e8473-27af-4ecd-a2d5-d2bbf8476435",
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      "id": "290e8473-27af-4ecd-a2d5-d2bbf8476435",
            
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      "last_modified": "2024-10-24T15:13:23.374770",
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      "last_modified": "2024-10-24T15:13:23.374770",
            
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
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      "metadata_modified": "2024-10-24T15:13:39.874256",
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      "metadata_modified": "2024-10-24T15:13:39.874256",
            
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      "mimetype": "application/geo+json",
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      "mimetype": "application/geo+json",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Geographic Data",
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      "name": "Geographic Data",
            
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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      "position": 0,
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      "position": 0,
            
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      "resource_type": "inputs-unaids-geographic",
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      "resource_type": "inputs-unaids-geographic",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
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      "schema": {
            
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        "fields": [
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        "fields": [
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
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              "required": true
            
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            },
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            },
            
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            "description": "An area_id from the specified area 
64
            "description": "An area_id from the specified area 
            
65
hierarchy",
65
hierarchy",
            
66
            "name": "area_id",
66
            "name": "area_id",
            
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            "title": "Area ID",
67
            "title": "Area ID",
            
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            "type": "string"
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            "type": "string"
            
69
          },
69
          },
            
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          {
70
          {
            
71
            "description": "Area name corresponding to area_id 
71
            "description": "Area name corresponding to area_id 
            
72
(optional)",
72
(optional)",
            
73
            "name": "area_name",
73
            "name": "area_name",
            
74
            "title": "Name",
74
            "title": "Name",
            
75
            "type": "string"
75
            "type": "string"
            
76
          },
76
          },
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "maximum": 8,
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              "maximum": 8,
            
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              "minimum": 0,
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              "minimum": 0,
            
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              "required": true
81
              "required": true
            
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            },
82
            },
            
83
            "description": "An integer indicating the area admin 
83
            "description": "An integer indicating the area admin 
            
84
level, where 0 represents the national level",
84
level, where 0 represents the national level",
            
85
            "name": "area_level",
85
            "name": "area_level",
            
86
            "title": "Admin Level",
86
            "title": "Admin Level",
            
87
            "type": "integer"
87
            "type": "integer"
            
88
          },
88
          },
            
89
          {
89
          {
            
90
            "description": "Area ID for the parent area in the 
90
            "description": "Area ID for the parent area in the 
            
91
hierarchy",
91
hierarchy",
            
92
            "name": "parent_area_id",
92
            "name": "parent_area_id",
            
93
            "title": "Parent Area ID",
93
            "title": "Parent Area ID",
            
94
            "type": "string"
94
            "type": "string"
            
95
          },
95
          },
            
96
          {
96
          {
            
97
            "description": "Integer indicating the order that the 
97
            "description": "Integer indicating the order that the 
            
98
areas should be sorted by in display tools",
98
areas should be sorted by in display tools",
            
99
            "name": "area_sort_order",
99
            "name": "area_sort_order",
            
100
            "title": "Area Sort Order",
100
            "title": "Area Sort Order",
            
101
            "type": "number"
101
            "type": "number"
            
102
          }
102
          }
            
103
        ],
103
        ],
            
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        "missingValues": [
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        "missingValues": [
            
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          "",
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          "",
            
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          "NA"
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          "NA"
            
107
        ],
107
        ],
            
108
        "primaryKey": "area_id",
108
        "primaryKey": "area_id",
            
109
        "require_field_order": false,
109
        "require_field_order": false,
            
110
        "title": "Geographic Data"
110
        "title": "Geographic Data"
            
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      },
111
      },
            
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      "sha256": 
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      "sha256": 
            
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"c53a6d72af276ff2266ca6887ae175495d408fb5b81e65e955aa6dbbc17cda3f",
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"c53a6d72af276ff2266ca6887ae175495d408fb5b81e65e955aa6dbbc17cda3f",
            
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      "size": 4397248,
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      "size": 4397248,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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urce/290e8473-27af-4ecd-a2d5-d2bbf8476435/download/mwi_areas.geojson",
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urce/290e8473-27af-4ecd-a2d5-d2bbf8476435/download/mwi_areas.geojson",
            
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      "url_type": "upload",
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      "url_type": "upload",
            
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      "validate_package": "true",
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      "validate_package": "true",
            
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      "validation_status": "success",
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      "validation_status": "success",
            
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      "validation_timestamp": "2024-10-24T15:13:37.299796"
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      "validation_timestamp": "2024-10-24T15:13:37.299796"
            
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    },
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    },
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2024-10-24T15:13:26.607876",
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      "created": "2024-10-24T15:13:26.607876",
            
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      "datastore_active": true,
127
      "datastore_active": true,
            
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      "description": "ANC testing data for Naomi extracted by Jeff 
128
      "description": "ANC testing data for Naomi extracted by Jeff 
            
129
from DHA-MIS through Q3 2024. Re-extracted after DHA-MIS corrections 
129
from DHA-MIS through Q3 2024. Re-extracted after DHA-MIS corrections 
            
130
to several ANC monthly reports.\r\nFor review and prelim estimates at 
130
to several ANC monthly reports.\r\nFor review and prelim estimates at 
            
131
Joburg workshop.",
131
Joburg workshop.",
            
132
      "fork_activity": "",
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      "fork_activity": "",
            
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      "fork_resource": "",
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      "fork_resource": "",
            
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      "format": "CSV",
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      "format": "CSV",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "113e8dea-d8be-4751-873f-ef7b65ea7dff",
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      "id": "113e8dea-d8be-4751-873f-ef7b65ea7dff",
            
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      "last_modified": "2024-12-17T08:26:59.970254",
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      "last_modified": "2024-12-17T08:26:59.970254",
            
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
138
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
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      "metadata_modified": "2024-12-17T08:27:29.081186",
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      "metadata_modified": "2024-12-17T08:27:29.081186",
            
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      "mimetype": "text/csv",
140
      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
141
      "mimetype_inner": null,
            
142
      "name": "ANC Data",
142
      "name": "ANC Data",
            
143
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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      "position": 1,
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      "position": 1,
            
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      "resource_type": "inputs-unaids-anc",
145
      "resource_type": "inputs-unaids-anc",
            
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      "restricted": 
146
      "restricted": 
            
147
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
147
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
            
148
      "schema": {
148
      "schema": {
            
149
        "customConstraints": [
149
        "customConstraints": [
            
150
          {
150
          {
            
151
            "constraint": "anc_clients >= anc_known_pos",
151
            "constraint": "anc_clients >= anc_known_pos",
            
152
            "description": "The total number of anc clients must be 
152
            "description": "The total number of anc clients must be 
            
153
greater or equal to the number of anc clients tested."
153
greater or equal to the number of anc clients tested."
            
154
          },
154
          },
            
155
          {
155
          {
            
156
            "constraint": "anc_clients >= anc_known_neg",
156
            "constraint": "anc_clients >= anc_known_neg",
            
157
            "description": "The total number of anc clients must be 
157
            "description": "The total number of anc clients must be 
            
158
greater or equal to the number of clients already known to be HIV 
158
greater or equal to the number of clients already known to be HIV 
            
159
negative."
159
negative."
            
160
          },
160
          },
            
161
          {
161
          {
            
162
            "constraint": "anc_clients >= anc_tested_pos",
162
            "constraint": "anc_clients >= anc_tested_pos",
            
163
            "description": "The total number of anc clients must be 
163
            "description": "The total number of anc clients must be 
            
164
greater or equal to the number of clients already known to be HIV 
164
greater or equal to the number of clients already known to be HIV 
            
165
positive."
165
positive."
            
166
          },
166
          },
            
167
          {
167
          {
            
168
            "constraint": "anc_tested >= anc_tested_pos",
168
            "constraint": "anc_tested >= anc_tested_pos",
            
169
            "description": "The total number of anc clients tested 
169
            "description": "The total number of anc clients tested 
            
170
must be greater or equal to the number of those clients who tested 
170
must be greater or equal to the number of those clients who tested 
            
171
positive."
171
positive."
            
172
          }
172
          }
            
173
        ],
173
        ],
            
174
        "description": "If data does not exist, please indicate so 
174
        "description": "If data does not exist, please indicate so 
            
175
with the value \"NA\" and ignore any warning given by Excel.",
175
with the value \"NA\" and ignore any warning given by Excel.",
            
176
        "fields": [
176
        "fields": [
            
177
          {
177
          {
            
178
            "constraints": {
178
            "constraints": {
            
179
              "required": true
179
              "required": true
            
180
            },
180
            },
            
181
            "description": "An area_id from the specified area 
181
            "description": "An area_id from the specified area 
            
182
hierarchy.",
182
hierarchy.",
            
183
            "name": "area_id",
183
            "name": "area_id",
            
184
            "title": "Area ID",
184
            "title": "Area ID",
            
185
            "type": "string"
185
            "type": "string"
            
186
          },
186
          },
            
187
          {
187
          {
            
188
            "description": "Area name corresponding to area_id 
188
            "description": "Area name corresponding to area_id 
            
189
(optional)",
189
(optional)",
            
190
            "name": "area_name",
190
            "name": "area_name",
            
191
            "title": "Area Name",
191
            "title": "Area Name",
            
192
            "type": "string"
192
            "type": "string"
            
193
          },
193
          },
            
194
          {
194
          {
            
195
            "constraints": {
195
            "constraints": {
            
196
              "enum": [
196
              "enum": [
            
197
                "Y015_049"
197
                "Y015_049"
            
198
              ],
198
              ],
            
199
              "required": true
199
              "required": true
            
200
            },
200
            },
            
201
            "description": "The age group ID, of the form YXXX_ZZZ 
201
            "description": "The age group ID, of the form YXXX_ZZZ 
            
202
where XXX is the integer lower limit and ZZZ is the integer upper 
202
where XXX is the integer lower limit and ZZZ is the integer upper 
            
203
limit (for ANC we are only using 1 age group Y015_049)\n",
203
limit (for ANC we are only using 1 age group Y015_049)\n",
            
204
            "name": "age_group",
204
            "name": "age_group",
            
205
            "title": "Age Group",
205
            "title": "Age Group",
            
206
            "type": "string"
206
            "type": "string"
            
207
          },
207
          },
            
208
          {
208
          {
            
209
            "constraints": {
209
            "constraints": {
            
210
              "maximum": 2024,
210
              "maximum": 2024,
            
211
              "minimum": 2010,
211
              "minimum": 2010,
            
212
              "required": true
212
              "required": true
            
213
            },
213
            },
            
214
            "description": "The calendar year e.g. 2024",
214
            "description": "The calendar year e.g. 2024",
            
215
            "name": "year",
215
            "name": "year",
            
216
            "title": "Year",
216
            "title": "Year",
            
217
            "type": "integer"
217
            "type": "integer"
            
218
          },
218
          },
            
219
          {
219
          {
            
220
            "constraints": {
220
            "constraints": {
            
221
              "minimum": 0
221
              "minimum": 0
            
222
            },
222
            },
            
223
            "description": "Number of unique clients attending ANC for 
223
            "description": "Number of unique clients attending ANC for 
            
224
the first visit during a pregnancy in the calendar year",
224
the first visit during a pregnancy in the calendar year",
            
225
            "name": "anc_clients",
225
            "name": "anc_clients",
            
226
            "title": "Number ANC Clients",
226
            "title": "Number ANC Clients",
            
227
            "type": "integer"
227
            "type": "integer"
            
228
          },
228
          },
            
229
          {
229
          {
            
230
            "constraints": {
230
            "constraints": {
            
231
              "minimum": 0
231
              "minimum": 0
            
232
            },
232
            },
            
233
            "description": "Number of ANC clients who self-report 
233
            "description": "Number of ANC clients who self-report 
            
234
known HIV positive prior to first ANC visit and are not tested for 
234
known HIV positive prior to first ANC visit and are not tested for 
            
235
HIV",
235
HIV",
            
236
            "name": "anc_known_pos",
236
            "name": "anc_known_pos",
            
237
            "title": "Number Known Positive",
237
            "title": "Number Known Positive",
            
238
            "type": "integer"
238
            "type": "integer"
            
239
          },
239
          },
            
240
          {
240
          {
            
241
            "constraints": {
241
            "constraints": {
            
242
              "minimum": 0
242
              "minimum": 0
            
243
            },
243
            },
            
244
            "description": "Number of ANC clients already on ART prior 
244
            "description": "Number of ANC clients already on ART prior 
            
245
to first ANC visit during a pregnancy",
245
to first ANC visit during a pregnancy",
            
246
            "name": "anc_already_art",
246
            "name": "anc_already_art",
            
247
            "title": "Number Already on ART",
247
            "title": "Number Already on ART",
            
248
            "type": "integer"
248
            "type": "integer"
            
249
          },
249
          },
            
250
          {
250
          {
            
251
            "constraints": {
251
            "constraints": {
            
252
              "minimum": 0
252
              "minimum": 0
            
253
            },
253
            },
            
254
            "description": "Number of unique ANC clients who are 
254
            "description": "Number of unique ANC clients who are 
            
255
tested for HIV during their pregnancy. N.B. If you collect information 
255
tested for HIV during their pregnancy. N.B. If you collect information 
            
256
on ANC known negatives at first ANC visit who were not tested for HIV 
256
on ANC known negatives at first ANC visit who were not tested for HIV 
            
257
please add these into anc_tested",
257
please add these into anc_tested",
            
258
            "name": "anc_tested",
258
            "name": "anc_tested",
            
259
            "title": "Number HIV Tested",
259
            "title": "Number HIV Tested",
            
260
            "type": "integer"
260
            "type": "integer"
            
261
          },
261
          },
            
262
          {
262
          {
            
263
            "constraints": {
263
            "constraints": {
            
264
              "minimum": 0
264
              "minimum": 0
            
265
            },
265
            },
            
266
            "description": "Number of ANC clients who test HIV 
266
            "description": "Number of ANC clients who test HIV 
            
267
positive at the first HIV test during a given pregnancy",
267
positive at the first HIV test during a given pregnancy",
            
268
            "name": "anc_tested_pos",
268
            "name": "anc_tested_pos",
            
269
            "title": "Number Tested Positive",
269
            "title": "Number Tested Positive",
            
270
            "type": "integer"
270
            "type": "integer"
            
271
          },
271
          },
            
272
          {
272
          {
            
273
            "constraints": {
273
            "constraints": {
            
274
              "minimum": 0
274
              "minimum": 0
            
275
            },
275
            },
            
276
            "description": "Number of ANC clients who self-report 
276
            "description": "Number of ANC clients who self-report 
            
277
known HIV negative prior to first ANC visit and are not tested for 
277
known HIV negative prior to first ANC visit and are not tested for 
            
278
HIV",
278
HIV",
            
279
            "name": "anc_known_neg",
279
            "name": "anc_known_neg",
            
280
            "title": "Number Known Negative",
280
            "title": "Number Known Negative",
            
281
            "type": "integer"
281
            "type": "integer"
            
282
          },
282
          },
            
283
          {
283
          {
            
284
            "constraints": {
284
            "constraints": {
            
285
              "minimum": 0
285
              "minimum": 0
            
286
            },
286
            },
            
287
            "description": "Number of births recorded at health 
287
            "description": "Number of births recorded at health 
            
288
facilities.",
288
facilities.",
            
289
            "name": "births_facility",
289
            "name": "births_facility",
            
290
            "title": "Number of Facility Births",
290
            "title": "Number of Facility Births",
            
291
            "type": "integer"
291
            "type": "integer"
            
292
          }
292
          }
            
293
        ],
293
        ],
            
294
        "foreignKeys": [
294
        "foreignKeys": [
            
295
          {
295
          {
            
296
            "fields": "area_id",
296
            "fields": "area_id",
            
297
            "reference": {
297
            "reference": {
            
298
              "fields": "area_id",
298
              "fields": "area_id",
            
299
              "resource": "4_geojson_frictionlessv5"
299
              "resource": "4_geojson_frictionlessv5"
            
300
            }
300
            }
            
301
          }
301
          }
            
302
        ],
302
        ],
            
303
        "missingValues": [
303
        "missingValues": [
            
304
          "",
304
          "",
            
305
          "NA"
305
          "NA"
            
306
        ],
306
        ],
            
307
        "primaryKey": [
307
        "primaryKey": [
            
308
          "area_id",
308
          "area_id",
            
309
          "year",
309
          "year",
            
310
          "age_group"
310
          "age_group"
            
311
        ],
311
        ],
            
312
        "require_field_order": false,
312
        "require_field_order": false,
            
313
        "title": "ANC Data",
313
        "title": "ANC Data",
            
314
        "version": "3.0"
314
        "version": "3.0"
            
315
      },
315
      },
            
316
      "sha256": 
316
      "sha256": 
            
317
"df38a478c740e9bc0ad1fc221c9dda9cc4f962fb0e27af3430c6232bdb86ccc7",
317
"df38a478c740e9bc0ad1fc221c9dda9cc4f962fb0e27af3430c6232bdb86ccc7",
            
318
      "size": 25798,
318
      "size": 25798,
            
319
      "state": "active",
319
      "state": "active",
            
320
      "url": 
320
      "url": 
            
321
-d8be-4751-873f-ef7b65ea7dff/download/mwi_anc_testing_2024-12-16.csv",
321
-d8be-4751-873f-ef7b65ea7dff/download/mwi_anc_testing_2024-12-16.csv",
            
322
      "url_type": "upload",
322
      "url_type": "upload",
            
323
      "validation_status": "success",
323
      "validation_status": "success",
            
324
      "validation_timestamp": "2024-12-17T08:27:28.417981"
324
      "validation_timestamp": "2024-12-17T08:27:28.417981"
            
325
    },
325
    },
            
326
    {
326
    {
            
327
      "cache_last_updated": null,
327
      "cache_last_updated": null,
            
328
      "cache_url": null,
328
      "cache_url": null,
            
329
      "created": "2024-10-24T15:13:29.405188",
329
      "created": "2024-10-24T15:13:29.405188",
            
330
      "datastore_active": true,
330
      "datastore_active": true,
            
331
      "description": "ART program data through Q3 2024 extracted by 
331
      "description": "ART program data through Q3 2024 extracted by 
            
332
Jeff from DHA-MIS, crude/unadjusted for overreporting. Re-extracted 
332
Jeff from DHA-MIS, crude/unadjusted for overreporting. Re-extracted 
            
333
after DHA-MIS corrections to several facility reports.\r\nFor review 
333
after DHA-MIS corrections to several facility reports.\r\nFor review 
            
334
and preliminary estimates at Joburg workshop.",
334
and preliminary estimates at Joburg workshop.",
            
335
      "fork_activity": "",
335
      "fork_activity": "",
            
336
      "fork_resource": "",
336
      "fork_resource": "",
            
337
      "format": "CSV",
337
      "format": "CSV",
            
338
      "hash": "",
338
      "hash": "",
            
339
      "id": "76ec6c4c-938b-48a5-91c7-8b87700b2613",
339
      "id": "76ec6c4c-938b-48a5-91c7-8b87700b2613",
            
340
      "last_modified": "2024-12-17T08:28:47.271006",
340
      "last_modified": "2024-12-17T08:28:47.271006",
            
341
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
341
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
342
      "metadata_modified": "2024-12-17T08:29:15.649261",
342
      "metadata_modified": "2024-12-17T08:29:15.649261",
            
343
      "mimetype": "text/csv",
343
      "mimetype": "text/csv",
            
344
      "mimetype_inner": null,
344
      "mimetype_inner": null,
            
345
      "name": "ART Data",
345
      "name": "ART Data",
            
346
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
346
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
347
      "position": 2,
347
      "position": 2,
            
348
      "resource_type": "inputs-unaids-art",
348
      "resource_type": "inputs-unaids-art",
            
349
      "restricted": 
349
      "restricted": 
            
350
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
350
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
            
351
      "schema": {
351
      "schema": {
            
352
        "customConstraints": [
352
        "customConstraints": [
            
353
          {
353
          {
            
354
            "constraint": "vls_tested >= vls_suppressed",
354
            "constraint": "vls_tested >= vls_suppressed",
            
355
            "description": "The total number of people who recieved a 
355
            "description": "The total number of people who recieved a 
            
356
routine viral load test must be greater than the number among them who 
356
routine viral load test must be greater than the number among them who 
            
357
were virally supressed."
357
were virally supressed."
            
358
          }
358
          }
            
359
        ],
359
        ],
            
360
        "description": "If data does not exist, please indicate so 
360
        "description": "If data does not exist, please indicate so 
            
361
with the value \"NA\" and ignore any warning given by Excel.",
361
with the value \"NA\" and ignore any warning given by Excel.",
            
362
        "fields": [
362
        "fields": [
            
363
          {
363
          {
            
364
            "constraints": {
364
            "constraints": {
            
365
              "required": true
365
              "required": true
            
366
            },
366
            },
            
367
            "description": "Must be an area_id from the agreed area 
367
            "description": "Must be an area_id from the agreed area 
            
368
hierarchy",
368
hierarchy",
            
369
            "name": "area_id",
369
            "name": "area_id",
            
370
            "title": "Area ID",
370
            "title": "Area ID",
            
371
            "type": "string"
371
            "type": "string"
            
372
          },
372
          },
            
373
          {
373
          {
            
374
            "description": "Area name corresponding to area_id 
374
            "description": "Area name corresponding to area_id 
            
375
(optional)",
375
(optional)",
            
376
            "name": "area_name",
376
            "name": "area_name",
            
377
            "title": "Area Name",
377
            "title": "Area Name",
            
378
            "type": "string"
378
            "type": "string"
            
379
          },
379
          },
            
380
          {
380
          {
            
381
            "constraints": {
381
            "constraints": {
            
382
              "enum": [
382
              "enum": [
            
383
                "both",
383
                "both",
            
384
                "male",
384
                "male",
            
385
                "female"
385
                "female"
            
386
              ],
386
              ],
            
387
              "required": true
387
              "required": true
            
388
            },
388
            },
            
389
            "description": "Biological sex - must be either \"both\", 
389
            "description": "Biological sex - must be either \"both\", 
            
390
\"female\", or \"male\"",
390
\"female\", or \"male\"",
            
391
            "name": "sex",
391
            "name": "sex",
            
392
            "title": "Sex",
392
            "title": "Sex",
            
393
            "type": "string"
393
            "type": "string"
            
394
          },
394
          },
            
395
          {
395
          {
            
396
            "constraints": {
396
            "constraints": {
            
397
              "enum": [
397
              "enum": [
            
398
                "Y000_014",
398
                "Y000_014",
            
399
                "Y015_999",
399
                "Y015_999",
            
400
                "Y000_999"
400
                "Y000_999"
            
401
              ],
401
              ],
            
402
              "required": true
402
              "required": true
            
403
            },
403
            },
            
404
            "description": "The age group. Must be either \"Y000_014\" 
404
            "description": "The age group. Must be either \"Y000_014\" 
            
405
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
405
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
            
406
            "name": "age_group",
406
            "name": "age_group",
            
407
            "title": "Age Group",
407
            "title": "Age Group",
            
408
            "type": "string"
408
            "type": "string"
            
409
          },
409
          },
            
410
          {
410
          {
            
411
            "description": "The calendar quarter reflected the end of 
411
            "description": "The calendar quarter reflected the end of 
            
412
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
412
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
            
413
of December 2020",
413
of December 2020",
            
414
            "name": "calendar_quarter",
414
            "name": "calendar_quarter",
            
415
            "title": "Calendar Quarter",
415
            "title": "Calendar Quarter",
            
416
            "type": "string"
416
            "type": "string"
            
417
          },
417
          },
            
418
          {
418
          {
            
419
            "constraints": {
419
            "constraints": {
            
420
              "minimum": 0,
420
              "minimum": 0,
            
421
              "required": true
421
              "required": true
            
422
            },
422
            },
            
423
            "description": "Number currently receiving ART at the end 
423
            "description": "Number currently receiving ART at the end 
            
424
of reporting period",
424
of reporting period",
            
425
            "name": "art_current",
425
            "name": "art_current",
            
426
            "title": "Number on ART",
426
            "title": "Number on ART",
            
427
            "type": "number"
427
            "type": "number"
            
428
          },
428
          },
            
429
          {
429
          {
            
430
            "constraints": {
430
            "constraints": {
            
431
              "minimum": 0
431
              "minimum": 0
            
432
            },
432
            },
            
433
            "description": "Number newly initiated on ART during 
433
            "description": "Number newly initiated on ART during 
            
434
reporting period",
434
reporting period",
            
435
            "name": "art_new",
435
            "name": "art_new",
            
436
            "title": "Number newly initiated on ART",
436
            "title": "Number newly initiated on ART",
            
437
            "type": "number"
437
            "type": "number"
            
438
          },
438
          },
            
439
          {
439
          {
            
440
            "constraints": {
440
            "constraints": {
            
441
              "minimum": 0
441
              "minimum": 0
            
442
            },
442
            },
            
443
            "description": "The number of people who received a 
443
            "description": "The number of people who received a 
            
444
routine viral load test during the 12 months prior to the reporting 
444
routine viral load test during the 12 months prior to the reporting 
            
445
period end date",
445
period end date",
            
446
            "name": "vl_tested_12mos",
446
            "name": "vl_tested_12mos",
            
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            "title": "Number VLS Tested",
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            "title": "Number VLS Tested",
            
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            "type": "number"
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              "minimum": 0
            
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            "description": "The number of people who were virally 
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            "description": "The number of people who were virally 
            
455
suppressed among those who received a routine viral load test during 
455
suppressed among those who received a routine viral load test during 
            
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the 12 months prior to the reporting period end date",
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the 12 months prior to the reporting period end date",
            
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            "name": "vl_suppressed_12mos",
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            "name": "vl_suppressed_12mos",
            
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            "title": "Number VLS",
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            "title": "Number VLS",
            
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            "type": "number"
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            "type": "number"
            
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          "age_group",
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          "age_group",
            
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        "title": "ART Data",
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      "url_type": "upload",
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      "validation_status": "success",
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      "name": "Survey Data",
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      "name": "Survey Data",
            
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      "position": 3,
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      "position": 3,
            
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      "resource_type": "inputs-unaids-survey",
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      "resource_type": "inputs-unaids-survey",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
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        "description": "If data does not exist, please indicate so 
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        "description": "If data does not exist, please indicate so 
            
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with the value \"NA\" and ignore any warning given by Excel.",
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with the value \"NA\" and ignore any warning given by Excel.",
            
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        "fields": [
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        "fields": [
            
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          {
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            "constraints": {
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            "constraints": {
            
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              "required": true
522
              "required": true
            
523
            },
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            },
            
524
            "description": "The indicator measured by the survey",
524
            "description": "The indicator measured by the survey",
            
525
            "name": "indicator",
525
            "name": "indicator",
            
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            "title": "Indicator ID",
526
            "title": "Indicator ID",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
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            "constraints": {
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            "constraints": {
            
531
              "required": true
531
              "required": true
            
532
            },
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            },
            
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            "description": "The ID of the survey",
533
            "description": "The ID of the survey",
            
534
            "name": "survey_id",
534
            "name": "survey_id",
            
535
            "title": "Survey ID",
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            "title": "Survey ID",
            
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            "type": "string"
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            "type": "string"
            
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          },
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            "constraints": {
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            "constraints": {
            
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              "required": true
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              "required": true
            
541
            },
541
            },
            
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            "description": "The calendar quarter nearest to the 
542
            "description": "The calendar quarter nearest to the 
            
543
midpoint of the survey fieldwork period.",
543
midpoint of the survey fieldwork period.",
            
544
            "name": "survey_mid_calendar_quarter",
544
            "name": "survey_mid_calendar_quarter",
            
545
            "title": "Survey Midpoint Calendar Quarter",
545
            "title": "Survey Midpoint Calendar Quarter",
            
546
            "type": "string"
546
            "type": "string"
            
547
          },
547
          },
            
548
          {
548
          {
            
549
            "constraints": {
549
            "constraints": {
            
550
              "required": true
550
              "required": true
            
551
            },
551
            },
            
552
            "description": "An area_id from the specified area 
552
            "description": "An area_id from the specified area 
            
553
hierarchy",
553
hierarchy",
            
554
            "name": "area_id",
554
            "name": "area_id",
            
555
            "title": "Area ID",
555
            "title": "Area ID",
            
556
            "type": "string"
556
            "type": "string"
            
557
          },
557
          },
            
558
          {
558
          {
            
559
            "description": "Area name corresponding to area_id 
559
            "description": "Area name corresponding to area_id 
            
560
(optional)",
560
(optional)",
            
561
            "name": "area_name",
561
            "name": "area_name",
            
562
            "title": "Area Name",
562
            "title": "Area Name",
            
563
            "type": "string"
563
            "type": "string"
            
564
          },
564
          },
            
565
          {
565
          {
            
566
            "description": "Residence type",
566
            "description": "Residence type",
            
567
            "name": "res_type",
567
            "name": "res_type",
            
568
            "title": "Residence Type",
568
            "title": "Residence Type",
            
569
            "type": "string"
569
            "type": "string"
            
570
          },
570
          },
            
571
          {
571
          {
            
572
            "constraints": {
572
            "constraints": {
            
573
              "enum": [
573
              "enum": [
            
574
                "both",
574
                "both",
            
575
                "female",
575
                "female",
            
576
                "male"
576
                "male"
            
577
              ],
577
              ],
            
578
              "required": true
578
              "required": true
            
579
            },
579
            },
            
580
            "description": "Biological sex - must be either \"both\", 
580
            "description": "Biological sex - must be either \"both\", 
            
581
\"female\", or \"male\"",
581
\"female\", or \"male\"",
            
582
            "name": "sex",
582
            "name": "sex",
            
583
            "title": "Sex",
583
            "title": "Sex",
            
584
            "type": "string"
584
            "type": "string"
            
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          },
585
          },
            
586
          {
586
          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
588
              "required": true
            
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            },
589
            },
            
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            "description": "The age group ID, of the form YXXX_ZZZ 
590
            "description": "The age group ID, of the form YXXX_ZZZ 
            
591
where XXX is the integer lower limit and ZZZ is the integer upper 
591
where XXX is the integer lower limit and ZZZ is the integer upper 
            
592
limit",
592
limit",
            
593
            "name": "age_group",
593
            "name": "age_group",
            
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            "title": "Age Group",
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            "title": "Age Group",
            
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            "type": "string"
595
            "type": "string"
            
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          },
596
          },
            
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          {
597
          {
            
598
            "description": "The number of survey clusters",
598
            "description": "The number of survey clusters",
            
599
            "name": "n_clusters",
599
            "name": "n_clusters",
            
600
            "title": "Number of clusters",
600
            "title": "Number of clusters",
            
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            "type": "integer"
601
            "type": "integer"
            
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          },
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603
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            "constraints": {
604
            "constraints": {
            
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              "required": true
605
              "required": true
            
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            },
606
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            "description": "The number of survey observations",
607
            "description": "The number of survey observations",
            
608
            "name": "n_observations",
608
            "name": "n_observations",
            
609
            "title": "Number of observations",
609
            "title": "Number of observations",
            
610
            "type": "integer"
610
            "type": "integer"
            
611
          },
611
          },
            
612
          {
612
          {
            
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            "constraints": {},
613
            "constraints": {},
            
614
            "description": "The effective number of observations based 
614
            "description": "The effective number of observations based 
            
615
on Kish effective sample size",
615
on Kish effective sample size",
            
616
            "name": "n_eff_kish",
616
            "name": "n_eff_kish",
            
617
            "title": "Kish effective sample size",
617
            "title": "Kish effective sample size",
            
618
            "type": "number"
618
            "type": "number"
            
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619
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620
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620
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621
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              "required": true
622
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623
            },
623
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            "description": "The value of the survey estimate",
624
            "description": "The value of the survey estimate",
            
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            "name": "estimate",
625
            "name": "estimate",
            
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            "title": "Estimate",
626
            "title": "Estimate",
            
627
            "type": "number"
627
            "type": "number"
            
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          },
628
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629
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630
            "constraints": {
630
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631
              "required": true
631
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632
            },
632
            },
            
633
            "description": "The standard error on the estimate",
633
            "description": "The standard error on the estimate",
            
634
            "name": "std_error",
634
            "name": "std_error",
            
635
            "title": "Standard Error",
635
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            "type": "number"
636
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637
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638
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            "constraints": {},
639
            "constraints": {},
            
640
            "description": "The value of the 95% confidence interval 
640
            "description": "The value of the 95% confidence interval 
            
641
lower bound",
641
lower bound",
            
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642
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            "title": "95% Confidence Interval Lower Bound",
643
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            "type": "number"
644
            "type": "number"
            
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646
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647
            "constraints": {},
647
            "constraints": {},
            
648
            "description": "The value of the 95% confidence interval 
648
            "description": "The value of the 95% confidence interval 
            
649
upper bound",
649
upper bound",
            
650
            "name": "ci_upper",
650
            "name": "ci_upper",
            
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            "title": "95% Confidence Interval Upper Bound",
651
            "title": "95% Confidence Interval Upper Bound",
            
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            "type": "number"
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            "reference": {
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          "age_group",
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676
        "require_field_order": false,
            
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        "title": "Survey Data",
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684
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      "url_type": "upload",
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      "url_type": "upload",
            
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
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      "schema": {
            
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        "description": "If data does not exist, please indicate so 
712
        "description": "If data does not exist, please indicate so 
            
713
with the value \"NA\" and ignore any warning given by Excel.",
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715
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            "constraints": {
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            "constraints": {
            
717
              "required": true
717
              "required": true
            
718
            },
718
            },
            
719
            "description": "An area_id from the specified area 
719
            "description": "An area_id from the specified area 
            
720
hierarchy",
720
hierarchy",
            
721
            "name": "area_id",
721
            "name": "area_id",
            
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            "title": "Area ID",
722
            "title": "Area ID",
            
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            "type": "string"
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            "type": "string"
            
724
          },
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          {
725
          {
            
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            "description": "Area name corresponding to area_id 
726
            "description": "Area name corresponding to area_id 
            
727
(optional)",
727
(optional)",
            
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            "name": "area_name",
728
            "name": "area_name",
            
729
            "title": "Area Name",
729
            "title": "Area Name",
            
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            "type": "string"
            
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          },
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          },
            
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          {
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          {
            
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            "description": "Source of population data",
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            "description": "Source of population data",
            
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            "name": "source",
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            "name": "source",
            
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            "title": "Source",
735
            "title": "Source",
            
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            "type": "string"
736
            "type": "string"
            
737
          },
737
          },
            
738
          {
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          {
            
739
            "description": "Calendar quarter",
739
            "description": "Calendar quarter",
            
740
            "name": "calendar_quarter",
740
            "name": "calendar_quarter",
            
741
            "title": "Calendar Quarter",
741
            "title": "Calendar Quarter",
            
742
            "type": "string"
742
            "type": "string"
            
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          },
743
          },
            
744
          {
744
          {
            
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            "constraints": {
745
            "constraints": {
            
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              "enum": [
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              "enum": [
            
747
                "both",
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                "both",
            
748
                "male",
748
                "male",
            
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                "female"
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                "female"
            
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              "required": true
751
              "required": true
            
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            },
752
            },
            
753
            "description": "Biological sex - must be either \"both\", 
753
            "description": "Biological sex - must be either \"both\", 
            
754
\"female\", or \"male\"",
754
\"female\", or \"male\"",
            
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            "name": "sex",
755
            "name": "sex",
            
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            "title": "Sex",
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            "title": "Sex",
            
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            "type": "string"
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            "type": "string"
            
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            "constraints": {
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            "constraints": {
            
761
              "required": true
761
              "required": true
            
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            },
762
            },
            
763
            "description": "The age group ID, of the form YXXX_ZZZ 
763
            "description": "The age group ID, of the form YXXX_ZZZ 
            
764
where XXX is the integer lower limit and ZZZ is the integer upper 
764
where XXX is the integer lower limit and ZZZ is the integer upper 
            
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limit",
            
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            "name": "age_group",
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            "name": "age_group",
            
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            "title": "Age Group",
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            "title": "Age Group",
            
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            "type": "string"
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            "type": "string"
            
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          },
            
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          {
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            "constraints": {
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              "required": true
            
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            },
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            "description": "Population for the group",
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            "description": "Population for the group",
            
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            "name": "population",
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            "name": "population",
            
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            "title": "Population",
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            "title": "Population",
            
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            "type": "number"
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          {
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              "minimum": 0,
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              "minimum": 0,
            
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              "required": false
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              "required": false
            
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            "description": "Age-specific fertility rate",
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            "description": "Age-specific fertility rate",
            
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            "name": "asfr",
            
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            "title": "Age-specific fertility rate",
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            "title": "Age-specific fertility rate",
            
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            "type": "number"
            
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            "fields": "area_id",
            
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            "reference": {
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        "require_field_order": false,
            
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        "title": "Population Data",
            
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        "version": "2.2"
            
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      "url": 
            
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      "description": "Priliminary Malawi 2025 AIM file with Shiny90 
n
829
      "description": "Updated all program data with complete 2024 
            
830
not updated, uncertainty not done and quarter 4 data is extraporated",
830
outputs.\r\n\r\nART program data 2021-2024 were reduced by -2.5%, 
            
831
-4.9%, -5.7% and -7.0% in 2021, 2022, 2023 and 2024 to adjust \r\nfor 
            
832
systematic overreporting that was discovered in 2023 and corroborated 
            
833
during a targeted DQA at a sample of 54 \r\nfacilities in Aug 2024. 
            
834
The reduction was based on the difference between ARV actually issued 
            
835
to the clinic rooms at all \r\nfacilities vs. estimated consumption 
            
836
based on the reported number of patients on ART.\r\nNote: some 
            
837
facilities in Blantyre with the most significant suspected 
            
838
overreporting already started to drop \"ghost \r\npatients\" in Q3 and 
            
839
Q4 2024. This is consistent with the declining ART reporting bias in 
            
840
Blantyre estimated by the 2025 \r\nNaomi model.\r\n\r\nReplaced VLS 
            
841
program data 2019-2024 with:\r\nTotal routine VL samples collected 
            
842
(DBS and plasma) for the denominator\r\n# of patients with VL<1000 
            
843
based on extrapolated VLS from ADJUSTED VLS rates using the Kuzama pa 
            
844
Kalondo model \r\nfor the numerator. The model was developed in 
            
845
2024/25 to remove the DBS bias and bias from 
            
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\r\nover/underrepresentation of age/sex and district specific VL 
            
847
testing rates.\r\nFor 2012-2018: used crude LIMS data (all routine VL 
            
848
results from plasma and DBS samples) as Kuzama analysis was not 
            
849
\r\npossible for these earlier years due to missing data 
            
850
elements.\r\n\r\nChanged Advanced options > Child / Adult transition 
            
851
parameters from \"East Africa\" to \"Southern Africa\" pattern 
            
852
\r\n(following suggestion from Eleanor, UNAIDS). This results in 
            
853
slightly higher AIDS mortality. We are unable to triangulate 
            
854
\r\nmortality estimates with empirical sources, so challenging to 
            
855
validate if this is more appropriate for Malawi.\r\n\r\nChanged 
            
856
Advanced options > HIV-related fertility reductions to the new default 
            
857
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      "url_type": "upload"
            
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        "description": "If data does not exist, please indicate so 
904
        "description": "If data does not exist, please indicate so 
            
878
with the value \"NA\" and ignore any warning given by Excel.",
905
with the value \"NA\" and ignore any warning given by Excel.",
            
879
        "fields": [
906
        "fields": [
            
880
          {
907
          {
            
881
            "constraints": {
908
            "constraints": {
            
882
              "required": true
909
              "required": true
            
883
            },
910
            },
            
884
            "description": "Country or region (ie for countries that 
911
            "description": "Country or region (ie for countries that 
            
885
have subnational Spectrum files, the region will correspond to those 
912
have subnational Spectrum files, the region will correspond to those 
            
886
used in the Spectrum subnational files)",
913
used in the Spectrum subnational files)",
            
887
            "name": "Country or region",
914
            "name": "Country or region",
            
888
            "title": "Country or region",
915
            "title": "Country or region",
            
889
            "type": "string"
916
            "type": "string"
            
890
          },
917
          },
            
891
          {
918
          {
            
892
            "constraints": {
919
            "constraints": {
            
893
              "required": true
920
              "required": true
            
894
            },
921
            },
            
895
            "description": "A unique identifier for the survey (each 
922
            "description": "A unique identifier for the survey (each 
            
896
survey must have a unique name)",
923
survey must have a unique name)",
            
897
            "name": "Survey Id",
924
            "name": "Survey Id",
            
898
            "title": "Survey ID",
925
            "title": "Survey ID",
            
899
            "type": "string"
926
            "type": "string"
            
900
          },
927
          },
            
901
          {
928
          {
            
902
            "constraints": {
929
            "constraints": {
            
903
              "maximum": 2024,
930
              "maximum": 2024,
            
904
              "minimum": 1970,
931
              "minimum": 1970,
            
905
              "required": true
932
              "required": true
            
906
            },
933
            },
            
907
            "description": "Year in which survey was conducted; year 
934
            "description": "Year in which survey was conducted; year 
            
908
of survey fieldwork midpoint if survey spanned multiple years",
935
of survey fieldwork midpoint if survey spanned multiple years",
            
909
            "name": "Year",
936
            "name": "Year",
            
910
            "title": "Year",
937
            "title": "Year",
            
911
            "type": "integer"
938
            "type": "integer"
            
912
          },
939
          },
            
913
          {
940
          {
            
914
            "constraints": {
941
            "constraints": {
            
915
              "required": true
942
              "required": true
            
916
            },
943
            },
            
917
            "description": "The age groups used for model fitting are: 
944
            "description": "The age groups used for model fitting are: 
            
918
\"15-24\", \"25-34\", \"35-49\", \"50+\", \"15-49\" or \"15+\". Others 
945
\"15-24\", \"25-34\", \"35-49\", \"50+\", \"15-49\" or \"15+\". Others 
            
919
may be present also. ",
946
may be present also. ",
            
920
            "name": "Age Group",
947
            "name": "Age Group",
            
921
            "title": "Age Group",
948
            "title": "Age Group",
            
922
            "type": "string"
949
            "type": "string"
            
923
          },
950
          },
            
924
          {
951
          {
            
925
            "constraints": {
952
            "constraints": {
            
926
              "enum": [
953
              "enum": [
            
927
                "both",
954
                "both",
            
928
                "male",
955
                "male",
            
929
                "female"
956
                "female"
            
930
              ],
957
              ],
            
931
              "required": true
958
              "required": true
            
932
            },
959
            },
            
933
            "description": "Biological sex - must be either \"both\", 
960
            "description": "Biological sex - must be either \"both\", 
            
934
\"female\", or \"male\"",
961
\"female\", or \"male\"",
            
935
            "name": "Sex",
962
            "name": "Sex",
            
936
            "title": "Sex",
963
            "title": "Sex",
            
937
            "type": "string"
964
            "type": "string"
            
938
          },
965
          },
            
939
          {
966
          {
            
940
            "constraints": {
967
            "constraints": {
            
941
              "enum": [
968
              "enum": [
            
942
                "all",
969
                "all",
            
943
                "negative",
970
                "negative",
            
944
                "positive"
971
                "positive"
            
945
              ],
972
              ],
            
946
              "required": true
973
              "required": true
            
947
            },
974
            },
            
948
            "description": "The HIV status. Must be \"all\", 
975
            "description": "The HIV status. Must be \"all\", 
            
949
\"negative\" or \"positive\"",
976
\"negative\" or \"positive\"",
            
950
            "name": "HIV Status",
977
            "name": "HIV Status",
            
951
            "title": "HIV Status",
978
            "title": "HIV Status",
            
952
            "type": "string"
979
            "type": "string"
            
953
          },
980
          },
            
954
          {
981
          {
            
955
            "constraints": {
982
            "constraints": {
            
956
              "minimum": 0
983
              "minimum": 0
            
957
            },
984
            },
            
958
            "description": "Estimate for proportion ever tested for 
985
            "description": "Estimate for proportion ever tested for 
            
959
HIV; as a percentage (e.g. 87.6 rather than proportion 0.876)",
986
HIV; as a percentage (e.g. 87.6 rather than proportion 0.876)",
            
960
            "name": "Estimate",
987
            "name": "Estimate",
            
961
            "title": "Estimate",
988
            "title": "Estimate",
            
962
            "type": "number"
989
            "type": "number"
            
963
          },
990
          },
            
964
          {
991
          {
            
965
            "constraints": {
992
            "constraints": {
            
966
              "minimum": 0
993
              "minimum": 0
            
967
            },
994
            },
            
968
            "description": "Standard Error of the estimate (as a 
995
            "description": "Standard Error of the estimate (as a 
            
969
percentage). Should take into account survey design effects",
996
percentage). Should take into account survey design effects",
            
970
            "name": "Standard Error",
997
            "name": "Standard Error",
            
971
            "title": "Standard Error",
998
            "title": "Standard Error",
            
972
            "type": "number"
999
            "type": "number"
            
973
          },
1000
          },
            
974
          {
1001
          {
            
975
            "constraints": {
1002
            "constraints": {
            
976
              "minimum": 0
1003
              "minimum": 0
            
977
            },
1004
            },
            
978
            "description": "Lower limit of the 95% confidence interval 
1005
            "description": "Lower limit of the 95% confidence interval 
            
979
of the survey estimate (as a percentage)",
1006
of the survey estimate (as a percentage)",
            
980
            "name": "Lower Confidence Interval",
1007
            "name": "Lower Confidence Interval",
            
981
            "title": "Lower Confidence Interval",
1008
            "title": "Lower Confidence Interval",
            
982
            "type": "number"
1009
            "type": "number"
            
983
          },
1010
          },
            
984
          {
1011
          {
            
985
            "constraints": {
1012
            "constraints": {
            
986
              "minimum": 0
1013
              "minimum": 0
            
987
            },
1014
            },
            
988
            "description": "Upper limit of the 95% confidence interval 
1015
            "description": "Upper limit of the 95% confidence interval 
            
989
of the survey estimate (as a percentage)",
1016
of the survey estimate (as a percentage)",
            
990
            "name": "Upper Confidence Interval",
1017
            "name": "Upper Confidence Interval",
            
991
            "title": "Upper Confidence Interval",
1018
            "title": "Upper Confidence Interval",
            
992
            "type": "number"
1019
            "type": "number"
            
993
          },
1020
          },
            
994
          {
1021
          {
            
995
            "constraints": {
1022
            "constraints": {
            
996
              "minimum": 0
1023
              "minimum": 0
            
997
            },
1024
            },
            
998
            "description": "Unweighted counts of the number of survey 
1025
            "description": "Unweighted counts of the number of survey 
            
999
respondents included in the stratification group",
1026
respondents included in the stratification group",
            
1000
            "name": "Counts",
1027
            "name": "Counts",
            
1001
            "title": "Counts",
1028
            "title": "Counts",
            
1002
            "type": "number"
1029
            "type": "number"
            
1003
          }
1030
          }
            
1004
        ],
1031
        ],
            
1005
        "missingValues": [
1032
        "missingValues": [
            
1006
          "",
1033
          "",
            
1007
          "NA"
1034
          "NA"
            
1008
        ],
1035
        ],
            
1009
        "primaryKey": [
1036
        "primaryKey": [
            
1010
          "Country or region",
1037
          "Country or region",
            
1011
          "Survey Id",
1038
          "Survey Id",
            
1012
          "Year",
1039
          "Year",
            
1013
          "Age Group",
1040
          "Age Group",
            
1014
          "Sex",
1041
          "Sex",
            
1015
          "HIV Status"
1042
          "HIV Status"
            
1016
        ],
1043
        ],
            
1017
        "require_field_order": false,
1044
        "require_field_order": false,
            
1018
        "title": "Shiny90 Survey Data Input",
1045
        "title": "Shiny90 Survey Data Input",
            
1019
        "version": "1"
1046
        "version": "1"
            
1020
      },
1047
      },
            
1021
      "sha256": 
1048
      "sha256": 
            
1022
"0f434796c91fcd47cab41d5b1798197589b6def9f02f97acc5634bc6cf17ef1b",
1049
"0f434796c91fcd47cab41d5b1798197589b6def9f02f97acc5634bc6cf17ef1b",
            
1023
      "size": 14753,
1050
      "size": 14753,
            
1024
      "state": "active",
1051
      "state": "active",
            
1025
      "url": 
1052
      "url": 
            
1026
9cc536285e8/download/shiny90-survey-data_mwi_0_malawi_2022_01_31.csv",
1053
9cc536285e8/download/shiny90-survey-data_mwi_0_malawi_2022_01_31.csv",
            
1027
      "url_type": "upload",
1054
      "url_type": "upload",
            
1028
      "validation_status": "success",
1055
      "validation_status": "success",
            
1029
      "validation_timestamp": "2024-10-24T15:13:53.955673"
1056
      "validation_timestamp": "2024-10-24T15:13:53.955673"
            
1030
    },
1057
    },
            
1031
    {
1058
    {
            
1032
      "cache_last_updated": null,
1059
      "cache_last_updated": null,
            
1033
      "cache_url": null,
1060
      "cache_url": null,
            
1034
      "created": "2024-10-24T15:13:52.627110",
1061
      "created": "2024-10-24T15:13:52.627110",
            
1035
      "datastore_active": true,
1062
      "datastore_active": true,
            
1036
      "fork_activity": "",
1063
      "fork_activity": "",
            
1037
      "fork_resource": "",
1064
      "fork_resource": "",
            
1038
      "format": "CSV",
1065
      "format": "CSV",
            
1039
      "hash": "",
1066
      "hash": "",
            
1040
      "id": "5bbb0514-5a88-4d2e-9e57-21bc5050a250",
1067
      "id": "5bbb0514-5a88-4d2e-9e57-21bc5050a250",
            
1041
      "last_modified": "2024-10-24T15:13:52.085412",
1068
      "last_modified": "2024-10-24T15:13:52.085412",
            
1042
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
1069
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
1043
      "metadata_modified": "2024-10-24T15:14:00.572545",
1070
      "metadata_modified": "2024-10-24T15:14:00.572545",
            
1044
      "mimetype": "text/csv",
1071
      "mimetype": "text/csv",
            
1045
      "mimetype_inner": null,
1072
      "mimetype_inner": null,
            
1046
      "name": "Shiny90 HIV Testing Data",
1073
      "name": "Shiny90 HIV Testing Data",
            
1047
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
1074
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
1048
      "position": 7,
1075
      "position": 7,
            
1049
      "resource_type": "inputs-unaids-hiv-testing",
1076
      "resource_type": "inputs-unaids-hiv-testing",
            
1050
      "restricted": "{\"allowed_organizations\": \"unaids\", 
1077
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
1051
\"allowed_users\": \"\", \"level\": \"restricted\"}",
1078
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
1052
      "schema": {
1079
      "schema": {
            
1053
        "description": "If data does not exist, please indicate so 
1080
        "description": "If data does not exist, please indicate so 
            
1054
with the value \"NA\" and ignore any warning given by Excel.",
1081
with the value \"NA\" and ignore any warning given by Excel.",
            
1055
        "fields": [
1082
        "fields": [
            
1056
          {
1083
          {
            
1057
            "constraints": {
1084
            "constraints": {
            
1058
              "required": true
1085
              "required": true
            
1059
            },
1086
            },
            
1060
            "description": "Country or region (ie for countries that 
1087
            "description": "Country or region (ie for countries that 
            
1061
have subnational Spectrum files, the region will correspond to those 
1088
have subnational Spectrum files, the region will correspond to those 
            
1062
used in the Spectrum subnational files)",
1089
used in the Spectrum subnational files)",
            
1063
            "name": "Country or region",
1090
            "name": "Country or region",
            
1064
            "title": "Country or region",
1091
            "title": "Country or region",
            
1065
            "type": "string"
1092
            "type": "string"
            
1066
          },
1093
          },
            
1067
          {
1094
          {
            
1068
            "constraints": {
1095
            "constraints": {
            
1069
              "maximum": 2024,
1096
              "maximum": 2024,
            
1070
              "minimum": 1970,
1097
              "minimum": 1970,
            
1071
              "required": true
1098
              "required": true
            
1072
            },
1099
            },
            
1073
            "description": "The calendar year e.g. 2024",
1100
            "description": "The calendar year e.g. 2024",
            
1074
            "name": "Year",
1101
            "name": "Year",
            
1075
            "title": "Year",
1102
            "title": "Year",
            
1076
            "type": "integer"
1103
            "type": "integer"
            
1077
          },
1104
          },
            
1078
          {
1105
          {
            
1079
            "constraints": {
1106
            "constraints": {
            
1080
              "enum": [
1107
              "enum": [
            
1081
                "both",
1108
                "both",
            
1082
                "male",
1109
                "male",
            
1083
                "female"
1110
                "female"
            
1084
              ],
1111
              ],
            
1085
              "required": true
1112
              "required": true
            
1086
            },
1113
            },
            
1087
            "description": "Biological sex. Must be \"both\", \"male\" 
1114
            "description": "Biological sex. Must be \"both\", \"male\" 
            
1088
or \"female\"",
1115
or \"female\"",
            
1089
            "name": "Sex",
1116
            "name": "Sex",
            
1090
            "title": "Sex",
1117
            "title": "Sex",
            
1091
            "type": "string"
1118
            "type": "string"
            
1092
          },
1119
          },
            
1093
          {
1120
          {
            
1094
            "constraints": {
1121
            "constraints": {
            
1095
              "minimum": 0
1122
              "minimum": 0
            
1096
            },
1123
            },
            
1097
            "description": "The annual number of HIV tests performed 
1124
            "description": "The annual number of HIV tests performed 
            
1098
at the national level among the population aged 15+ years of age; this 
1125
at the national level among the population aged 15+ years of age; this 
            
1099
number should be equal to the total number of tests administered as 
1126
number should be equal to the total number of tests administered as 
            
1100
part of HIV Testing and Counseling (HTC) and during antenatal care 
1127
part of HIV Testing and Counseling (HTC) and during antenatal care 
            
1101
(ANC), and for which the clients received the results",
1128
(ANC), and for which the clients received the results",
            
1102
            "name": "Total Tests",
1129
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