{
 "name": "Braces and clear aligners in San Francisco, CA: SmilesAtlas practice figures",
 "page": "https://smilesatlas.com/braces/ca/san-francisco/",
 "license": "https://creativecommons.org/licenses/by/4.0/",
 "columns": [
  "id",
  "kind",
  "entity",
  "attribute",
  "scenario",
  "value",
  "number",
  "unit",
  "scope",
  "input_price_scope",
  "scenario_scope",
  "formula",
  "expression",
  "source_owner",
  "source_url",
  "observed_at",
  "fixture"
 ],
 "rows": [
  {
   "id": "braces:ca:san-francisco:nppes_on_record",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Orthodontist NPI records in the city",
   "scenario": null,
   "value": "80",
   "number": 80,
   "unit": "providers",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "CMS NPPES",
   "source_url": "https://download.cms.gov/nppes/NPI_Files.html",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:profiles",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Practices with a SmilesAtlas profile",
   "scenario": null,
   "value": "4",
   "number": 4,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "SmilesAtlas (NPPES records matched to a Google listing)",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:verified",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Practices passing all four verified fields",
   "scenario": null,
   "value": "3",
   "number": 3,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "SmilesAtlas",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:license_active",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Matched dentist's license listed as active by the board",
   "scenario": null,
   "value": "3",
   "number": 3,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Dental Board of California",
   "source_url": "https://search.dca.ca.gov/",
   "observed_at": "2026-06-10",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:license_other",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Matched dentist's license listed with another status",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Dental Board of California",
   "source_url": "https://search.dca.ca.gov/",
   "observed_at": "2026-06-10",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:license_unmatched",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "No dentist matched by license number",
   "scenario": null,
   "value": "1",
   "number": 1,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Dental Board of California",
   "source_url": "https://search.dca.ca.gov/",
   "observed_at": "2026-06-10",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:address_match",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Practice ZIP matches its Google listing",
   "scenario": null,
   "value": "4",
   "number": 4,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "CMS NPPES; Google business listings (public)",
   "source_url": "https://download.cms.gov/nppes/NPI_Files.html",
   "observed_at": "2026-06-07",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:hours_posted",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Hours posted on the Google listing",
   "scenario": null,
   "value": "4",
   "number": 4,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Google business listings (public)",
   "source_url": "",
   "observed_at": "2026-06-07",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:open_saturday",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Saturday hours posted",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Google business listings (public)",
   "source_url": "",
   "observed_at": "2026-06-07",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:open_sunday",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Sunday hours posted",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Google business listings (public)",
   "source_url": "",
   "observed_at": "2026-06-07",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:open_evening",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Open until 6pm or later on a weekday",
   "scenario": null,
   "value": "2",
   "number": 2,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Google business listings (public)",
   "source_url": "",
   "observed_at": "2026-06-07",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:insurance_named",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Name accepted insurance on their own website",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Practice websites",
   "source_url": "",
   "observed_at": "2026-08-24",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:medicaid_named",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Name Medicaid or CHIP on their own website",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Practice websites",
   "source_url": "",
   "observed_at": "2026-08-24",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:accepting_new",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Say they accept new patients",
   "scenario": null,
   "value": "1",
   "number": 1,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Practice websites",
   "source_url": "",
   "observed_at": "2026-08-24",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:other_language",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Name a language other than English",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "Practice websites",
   "source_url": "",
   "observed_at": "2026-08-24",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:independent",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "No DSO or group signal found",
   "scenario": null,
   "value": "4",
   "number": 4,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "SmilesAtlas ownership classification",
   "source_url": "https://smilesatlas.com/how-we-verify/",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:dso",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "DSO or corporate-affiliation signal",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "SmilesAtlas ownership classification",
   "source_url": "https://smilesatlas.com/how-we-verify/",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:group",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "Group-affiliation signal",
   "scenario": null,
   "value": "0",
   "number": 0,
   "unit": "practices",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "SmilesAtlas ownership classification",
   "source_url": "https://smilesatlas.com/how-we-verify/",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:zip_codes",
   "kind": "aggregate",
   "entity": "braces:ca:san-francisco",
   "attribute": "ZIP codes with a profiled practice",
   "scenario": null,
   "value": "4",
   "number": 4,
   "unit": "ZIP codes",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": null,
   "expression": null,
   "source_owner": "SmilesAtlas",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:share_verified",
   "kind": "derived",
   "entity": "braces:ca:san-francisco",
   "attribute": "Share of profiled practices passing all verified fields",
   "scenario": null,
   "value": "75.0%",
   "number": 75.0,
   "unit": "percent",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "verified / profiles",
   "expression": "3 / 4 = 75.0%",
   "source_owner": "SmilesAtlas",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:share_saturday",
   "kind": "derived",
   "entity": "braces:ca:san-francisco",
   "attribute": "Share of practices posting hours that list Saturday hours",
   "scenario": null,
   "value": "0.0%",
   "number": 0.0,
   "unit": "percent",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "open_saturday / hours_posted",
   "expression": "0 / 4 = 0.0%",
   "source_owner": "SmilesAtlas",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:share_insurance",
   "kind": "derived",
   "entity": "braces:ca:san-francisco",
   "attribute": "Share of practices naming accepted insurance on their own site",
   "scenario": null,
   "value": "0.0%",
   "number": 0.0,
   "unit": "percent",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "insurance_named / profiles",
   "expression": "0 / 4 = 0.0%",
   "source_owner": "SmilesAtlas",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  },
  {
   "id": "braces:ca:san-francisco:share_independent",
   "kind": "derived",
   "entity": "braces:ca:san-francisco",
   "attribute": "Share of practices with no DSO or group signal found",
   "scenario": null,
   "value": "100.0%",
   "number": 100.0,
   "unit": "percent",
   "scope": "braces:ca:san-francisco",
   "input_price_scope": null,
   "scenario_scope": null,
   "formula": "independent / profiles",
   "expression": "4 / 4 = 100.0%",
   "source_owner": "SmilesAtlas",
   "source_url": "",
   "observed_at": "2026-09-27",
   "fixture": false
  }
 ]
}